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1 ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｺｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ 03ｨｺｨ ｨｰ0208ｨｨｨｪｨ ｨｮ ｨ ｨｰ0205ｨｹ09ｨｰ ｨ 05ｨｹ09ｨｺ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰｨ 2007

2 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ04ｨｦ 08020ｨ ｨｺｨｰ0608: ｨ 0905ｨ 0909ｨｺｨｨｨｦ ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ 2007: 05ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ. ｨC 03ｨｺｨ ｨｰ0208ｨｨｨｪｨ ｨｮ0800: ｨ 05. ｨｮｨｪ-ｨｰｨ, ｨC ISBN ｨ 0608ｨｪｨｨｨｺ ｨｨ 08ｨ ｨ 06ｨｰ ｨ 020ｨｨｨｰ020502ｨｦ 09ｨｰ ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｺｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ( ｨｨｨｬ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09 ( 04ｨ ｨ 06ｨｰ04, 09ｨｺ0506 ﾂ02ｨｪｨｪ ｨ 0608ｨｪｨｨｨｺ, 06ｨｰ08ｨ 03ｨ 06ｨｰ 03ｨｨ0806ｨｺｨｨｨｦ ｨｺｨｰ ｨｬ02ｨｪｨｪ ｨ 0502ｨｬ ｨｨ ｨｬ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ : ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ, 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ ｨ ｨｪｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ 0706ｨｰ06ｨｺｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨ ｨｪｨ 05ｨｨ04 00ｨｨ ｨｺ, ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 0902ｨ -0ｨ ｨｪｨｪ040, ｨｪｨｺｨ ｨｬ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ. 05ｨ 0608ｨｪｨｨｨｺ ｨ ｨ ｨｪ 09ｨｰｨｮ002ｨｪｨｰｨ ｨｬ, ｨ 0907ｨｨ08ｨ ｨｪｨｰｨ ｨｬ ｨｨ ｨｨ ｨ ｨｰ020507ｨｬ, ｨｨｨｪｨｰ ｨｮ06ｨｴｨｨｨｬ ｨ 0ｨ ﾂｨ ｨｬｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ, ｨ ｨｰｨ ｨｺ ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺｨ ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ. 05ｨｰｨ ｨｰｨｹｨｨ 07ｨｮｨ 05ｨｨｨｺｨｮ06ｨｰ ｨ 09ｨｰ060809ｨｺ06ｨｦ 08020ｨ ｨｺ02ｨｨｨｨ ｨｬ0502ｨｪｨｨｨｨ 06ｨ ｨｺｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨ 08ｨ ｨ 06ｨｰｨ 002ｨｪｨｪｨ 0ｨｨ07 06po03ｨｺ0609ｨ 0003ｨｨ08ｨ ｨｬｨｨ0ｨ 03 (2005) ISBN ｨｺｨｰｨｨ09 ｨ 09ｨｰ , ｨｰｨ ｨｪｨｨ02 09ｨ 0608ｨｪｨｨｨｺｨ, ｨｪ002ｨｺ0903, ｨｬ0502ｨｪｨｨ02, 06040ｨ ｨｰ0205ｨｹ09ｨｰ ｨ 05ｨｹ09ｨｺ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰｨ,

3 ｨｺｨｰ07ｨ ｨ 08ｨｪ002ｨｺ09 06ｨ ｨｲ0709ｨｨ ｨｨ02ｨｬ02 04ｨ ｨｺ ｨｪｨ 09ｨｰ060806ｨｦ ｨｺ06ｨｪｨｺｨｮ0809 ｨｪｨ ｨｮ ﾂｨｪ ｨｺｨｰ ｨ 05ｨ 09ｨｰｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ 03 ( company.yandex.ru/grant/) ｨｹ ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨC 09ｨｰｨｨｨｬｨｮ05ｨｨ080609ｨ ｨｪｨｨ02 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｰ ｨｰｨｨ- ﾂ0209ｨｺｨｨ0 ｨｨ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ 09 06ｨ 05ｨ 09ｨｰｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ 0902ｨ -0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨ ｨ 0708ｨｨ ｨｪｨｨｨｦ. 00ｨ 03ｨｪ06ｨｦ ｨ 02ｨｪｨｪ0609ｨｰｨｹ06 ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ ｨｬｨｨｨｬ06 00ｨｨｨｪｨ ｨｪ ｨｦ ｨｺｨｨ ｨｨ ｨ ｨｰ0205ｨｨ ｨｮ ﾂｨ 06ｨｰ 00609ｨｰｨｮ07 ｨｺ ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ04ｨｬ ｨｪｨ ｨ 0608ｨ ｨｬ 0802ｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040 ( ｨｮ ｨｨ07ｨｬ ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨ 09ｨｰ ｨｰ06ｨ 08ｨ ｨｪｨｪ040 04ｨ ｨｺ ｨｰ ｨｮ ｨｨ ｨ ｨｪｨｨ02 ｨｨ ｨｰｨ ｨｰ 06ｨｰ ﾂ02ｨｰ ｨｪ02ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｪｨ ｨｺ06ｨｪｨｺｨｮ ｨｰｨｮ07ｨｨ ｨ ｨｺ, ｨｨ04 ｨｺ06ｨｰ ｨｨ 06ｨｰ06ｨ 08ｨ ｨ 0709ｨｺｨｮ ｨ 09ｨｪ02ｨｪｨｨ ｨｬ ｨｺ06ｨｪｨｺｨｮ080906ｨｬ ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨ ｨｺｨｨｨｦ ｨｮ ｨｪｨｹ 04ｨ ｨｺ ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｨ ｨｺｨｰ08ｨ ｨｨ ｨ ｨｪｨｨｨｦ. 06ｨ ｨｺ, 0706ｨｬｨｨｨｬ06 ｨｰｨ ｨｺｨｨ ｨｨ0904 ﾂｨｪ04003 ｨｪｨ 0708ｨ ｨｪｨｨｨｦ, ｨｺｨ ｨｺ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ, ｨｪｨｺｨ ｨｬ02ｨｰ ｨｨ09ｨｺｨ, ｨ ｨｪｨ 05ｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, ｨ ｨｪｨ 05ｨｨ04 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨ ｨｨ ｨｪｨ ｨｪｨｨ02 ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, 006ｨ ｨ 09ｨｨ ｨｪ060202ｨｪｨｪ04ｨｦ ｨ 0506ｨｺ ｨｺｨｰ0609, ｨｴ02ｨｪｨｪ040 ｨ ｨｪｨ 05ｨｨ04ｨｮ ｨｨ 0706ｨｨ09ｨｺｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ﾂ ｨｹ 08ｨｪ002ｨｺ09 06ｨ ｨｪ0609ｨｨ05 ｨｪ02ｨｺ06ｨｰ ｨｪｨ ｨ ｨ ｨｪｨｪ040, ｨｮ090205ｨｨ ﾂｨｨ05 00ｨｨｨｪｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｨ02 ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｨ ｨｰｨ 08ｨ ｨ ｨｰｨｹ ｨｰｨ 0608ｨ 04ｨ ｨｺ ｨ ｨｰｨｺ0804ｨｰ04ｨｬ ｨｨ ｨｺ09ｨ 05ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ04ｨｬ. 05ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ ﾂｨ 09ｨｰｨｹ06 ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｪｨｪ ｨｺｨｰ ｨｰｨ ｨｪ060907ｨｰ ｨｰｨｮ07ｨｪ04ｨｬｨｨ ｨｪｨ ｨｮ ﾂｨｪ06ｨｬｨｮ ｨ ｨｴ0209ｨｰ09ｨｮ: ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ0202 ｨｺ06ｨｪｨｺｨｮ0809ｨ 07ｨｮｨ 05ｨｨｨｺｨｮ06ｨｰ ｨｰｨｮ07ｨｨ0903ｨｨ02 06ｨｰ ﾂ02ｨｰ04, ｨｨｨｰ ｨｰｨ ｨｺ ｨ ｨｮｨｬｨ 03ｨｪ04ｨｦ03 09ｨ 0608ｨｪｨｨｨｺ. 00 ｨｪｨ 09ｨｰ0607ｨｴｨｮ06 ｨｺｨｪｨｨ03ｨｺｨｮ ｨｨ 23 08ｨ ｨ 06ｨｰ ｨ 05ｨ 00060ｨ 08ｨｨｨｬ , ｨｺｨｰ ｨｨ05 ｨｨｨｪｨｰ ｨｺ ｨｺ06ｨｪｨｺｨｮ0809ｨｮ ｨｨ 0708ｨｨ0905ｨ 05 04ｨ 0709ｨｺｨｨ, ｨ ｨｰｨ ｨｺ ﾂ0502ｨｪ ｨｨ, ｨｺ06ｨｰ ｨｪｨｨ05ｨｨ ｨ 0605ｨｹ03ｨｮ06 08ｨ ｨ 06ｨｰｨｮ ｨｪｨｺ02 ｨｨ ｨｺ06ｨｬｨｬ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｨ06 04ｨ ｨｺ ｨｪｨ 00202ｨｬ0907, ﾂｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨ 05ｨｨ03ｨ 02ｨｰ ｨｪｨ 09 ｨｺ ｨｪｨｨ06 ｨｰ020 04ｨ 0ｨ ﾂ, ｨｺ06ｨｰ ｨｬ ｨｬｨｮ05ｨｨ080609ｨ 05ｨｨ, ｨｺ06000ｨ 04ｨ 07ｨｮ09ｨｺｨ 05ｨｨ 05ｨｰ06ｨｰ ｨｺｨｰ ｨC 0708ｨｨ ﾂ02ｨｪｨｨ02 ｨｨｨｪｨｰ ｨ ｨｺ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ04ｨｬ ｨ 0502ｨｬｨ ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ, 09ｨｰｨｨｨｬｨｮ05ｨｨ080609ｨ ｨｪｨｨ02 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ 09 05ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0802ｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040, ｨｬｨｨ080609ｨ ｨｪｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｴ0209ｨｰ09ｨ, ｨ ｨｪｨｨ02 ｨｮ ｨｨｨｦ ｨｨ ｨｺ ｨ ｨｺｨｰｨｨ09ｨｪ ｨ ｨｬ02ｨｪｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｨ ｨｰ06ｨｬ 09ｨｪｨｮｨｰ08ｨｨ ｨ ｨｴ0209ｨｰ09ｨ. 03ｨ ｨ 0905ｨ 0909ｨｺｨｨｨｦ 0708ｨｨｨｦ ｨｪｨｺ ｨｨ0ｨ ｨｨ05 00ｨ ｨｹ ｨ ｨｨ ﾂ 3

4 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ

5 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨ 08ｨ ｨｬ0609ｨ ｨｨ ｨｨｨｨ ｨ 08ｨ ｨｬ ｨｪｨｪ06ｨｰｨ 02ｨｨ07 04ｨ ｨ 06ｨｰｨ ｨｴ02ｨｪｨ 060ｨｪ06ｨｦ ｨｨ04 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨ 0502ｨｬ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ080609ｨ ｨｪｨｨ07 ｨC ｨｰｨ ｨｪｨｨ06 06ｨ ｨｪ ｨ ｨｰ ｨｪｨ ｨ 0608ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｪ ｨｰｨｪ04ｨｬ ｨｰｨ ｨｬ. 05ｨ 08ｨｮｨ ｨｬ 0ｨ ｨｪｨｪ06ｨｬｨｮ ｨｪｨ 0708ｨ ｨｪｨｨ06 ｨｨ ｨ ｨｪｨｨｨｦ 0708ｨｨ0ｨ 02ｨｰ ﾂ02ｨｪｨｹ ｨ 0605ｨｹ ｨｪｨ ﾂ02ｨｪｨｨ02 [5, 6, 7, 8, ], 060ｨｪｨ ｨｺ ｨｨｨｨ ｨｪ02 ｨｮ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨ ｨｬｨｬ02 ｨｨ ｨ ｨｪｨｨｨｦ ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｰ0608ｨ ｨｬｨｨ ｨｪ ｨｬ02ｨｰ ｨｰｨ ｨｪｨｨ07 06ｨ ｨｪ ｨｰｨｪ ｨｰ0609, ｨｪｨ 0609ｨｪ ｨｺ06ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｨ080609ｨ ｨｪｨｨ ｨｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 09ｨｨ09ｨｰ02ｨｬ04, 0607ｨｨ09ｨ ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪｨｺ02 ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ080609ｨ ｨｪｨｨ07. 06ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｺｨ 04ｨ 05ｨｨ, ﾂｨｰ ｨｪ02ｨｬ ( ｨｺ0804ｨｰｨｨ02ｨｬ 80% ｨｬ ｨｰ0802ｨｬ ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｰｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ0609) 06ｨ ｨｪ ｨ ｨｰ04 06ｨｰ08ｨ 03ｨ 06ｨｰ ｨ ｨｪｨｨ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ040 ｨｰ02ｨｺ09ｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪｨｨ02 05ｨ 0ｨ ﾂｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｨ080609ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪ ｨｰ ｨ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0609ｨｰｨｹ, ｨｪ0209ｨｬ06ｨｰ0807 ｨｪｨ ｨｬｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ0903ｨｨ ｨｪｨｨ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ. 06ｨｰ ｨ ｨｪ06, ｨｮ06 06 ﾂ ｨｹ, ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ06 09 ｨｮ ｨｨ ｨｰ0607ｨｪｨｪ ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 04ｨｪｨ ｨｺ06ｨｬｨｨｨｰｨｹ ｨｨｨ 05ｨｨ09ｨｰ0609 ｨｨ 008ｨｮ00ｨｨ0 04ｨ ｨｨｨｪｨｰ ｨ ｨｪｨｪ ｨｦ 09 ｨｪ0206ｨ 0060ｨｨｨｬ04ｨｬｨｨ ｨｨｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ, ｨｰｨ ｨｪｨｪ04ｨｬｨｨ ｨ ｨｰ06ｨｬ 09ｨｨ002, ｨｪ ｨ ｨｪ02ｨｪｨｨ02ｨｬ ｨｨ0 09ｨｬ040905ｨ ｨ ｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｹ02 [9] 0607ｨｨ090409ｨ 02ｨｰ ｨｬ02ｨｪｨｪ ｨｰ0607ｨｪｨｨ ｨ 05ｨ 09ｨｰｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ080609ｨ ｨｪｨｨ07, ｨ ｨｰｨ ｨｺ ｨｪ0609ｨｪ0402 ｨｪｨ 0708ｨ ｨｪｨｨ07 ｨｨ 07ｨｮｨｰｨｨ 08ｨ 0409ｨｨｨｰｨｨ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ040 ｨｬ02ｨｰ060ｨ ｨｨ080609ｨ ｨｪｨｨ07 ﾂｨ ｨｴ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ 0405ｨｨ ﾂｨｪ0402 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ 0. 09ｨｮｨｪｨ, ｨｨ ｨｰｨｪ ｨｺ06ｨｪ02ｨ ｨｺｨ, ｨｺ06ｨｰ060804ｨｦ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰｨ ｨｪｨｨｨｦ 09 ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｨｨｬ ｨｬ ｨｺ0506 ﾂ02ｨｪｨｨ07 ｨｨ ｨ ｨｰ, ｨ ｨｰｨ ｨｺ , 0906 ﾂ02ｨｰｨ 06ｨｴｨｨ02 ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ04ｨｦ ｨｪ02ｨｺ06ｨｰ060804ｨｬｨｨ ｨｪ060904ｨｬｨｨ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, 09 [2] ｨC 09 04ｨ ｨ ｨｬｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, 09 [0] ｨC ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ02ｨｦ ｨｪｨｨｨｦ ｨｪｨｨ ｨｰ0907 ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ ﾂｨ 09ｨｰ06ｨｰ, ｨｴｨｨ0 09 ｨｪ ｨｪｨ ﾂｨｨｨｬ ｨ ｨ 06ｨｰ02 [] 0607ｨｨ09ｨ ｨｪ ｨｬ02ｨｰ060, 09 ｨｺ06ｨｰ060806ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ ｨｪｨ ﾂｨｨｨｬ ｨｬ02ｨｪｨｰ ｨ ｨｨ08ｨ 06ｨｰ0907 ｨｪ ｨ, ｨ ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨ 0706ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪ ｨｰｨｪ ｨｰ ｨｨ06ｨ 0802ｨｰｨ 02ｨｰ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0609ｨｰｨｹ 04ｨ 0ｨ ﾂｨ ｨｰｨ ｨｪｨｨ07 06ｨ ｨｪ ｨ ｨｰ0609 (0706 ｨｪ02ｨｺ06ｨｰ060806ｨｬｨｮ ｨｪｨ ｨ 0608ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609), 09 ｨｺ06ｨｰ ｨ 0405ｨｨ ｨ ｨｰｨ ｨｪ ｨｪ0609ｨｪ , 04ｨ ｨｰ08ｨ 00ｨｨ09ｨ 02ｨｬ ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02, ｨｪ ｨ 06ｨ ｨｴ02ｨｪｨｪ06ｨｬ 09ｨｨ002 ｨ ｨｰ060802ｨｪｨｨｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 00ｨ 03ｨｪ06 ｨｰｨ ｨｺ0302, ﾂｨｰ06ｨ 04 06ｨ ｨｪ04ｨｦ ｨ ｨｰ 0706 ｨｺｨ 03006ｨｦ ｨｰ02ｨｬ02, ｨｴ02ｨｪｨｪ06ｨｦ 09 ｨｪ02ｨｬ, ｨ ｨｺｨｨ ｨｪｨ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09 ｨｺ06ｨｰ ｨｰ08ｨ 0302ｨｪｨ 0ｨ ｨｪｨｪｨ 07 ｨｰ02ｨｬｨ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ ｨｰｨｪ0609ｨｨｨｰ0907 ｨｺ ｨｪ060904ｨｬ ｨ ｨｬ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ080609ｨ ｨｪｨｨ07, ｨｺｨ ｨｺ ｨｨ ｨｮ ﾂ02ｨｪｨｨ02 060ｨｪ ﾂｨｪ ｨ ｨｰ0609, 06009ｨ ｨｰ0409ｨ 06ｨｴｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ ｨｪｨ 08ｨ 04ｨｪ ｨｺｨ 0, ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 00ｨｨｨ 08ｨｨ0ｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 (ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨｪｨｨｨｦ ｨｨ04 ｨ ｨ 04 0ｨ ｨｪｨｪ040), ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ05ｨｹｨｰｨｨｨｬ020ｨｨｨｦｨｪ ｨ ｨｰ ｨ 08ｨｮｨ ｨｬ 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ ｨ 0502ｨｬｨ ｨｬ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ07 DUC (Document Understanding Conference) ｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨ080609ｨ ｨｪｨｨ07 TSC (Text Summarization Challenge) 0ｨ ｨｪｨｪ06ｨｬｨｮ ｨｪｨ 0708ｨ ｨｪｨｨ06 ｨｨ ｨ ｨｪｨｨｨｦ 0708ｨｨ0ｨ 02ｨｰ ﾂ02ｨｪｨｹ ｨ 0605ｨｹ ｨｪｨ ﾂ02ｨｪｨｨ ｨｮｨｬｨ ｨｨｨｦ09ｨｺ06ｨｬ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ02 (05008) 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ 09ｨｨ09ｨｰ02ｨｬｨ Newsblaster ｨｨ09ｨｺｨ ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ ｨｰ02ｨｦ, 09 ｨｺ06ｨｰ060806ｨｦ 0209ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｪ ｨｰｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｬ0603ｨｪ0609ｨｰ070 05ｨｰ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｬ0603ｨｪ06 ｨｮ04ｨｪｨ ｨｰｨｹ ｨｨ04 08ｨ ｨ 06ｨｰ04 [7] ｨｰｨ ｨｰｨｹ ｨ 00209ｨ ｨｨ 008. [] 0607ｨｨ090409ｨ 06ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬｨｨ080609ｨ ｨｪｨｨ06 06ｨ ｨｪ ｨ ｨｰ ｨ 08ｨ ｨｪ ｨ 0ｨ ｨｪｨｪ04ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ (50, 00, 200 ｨｨ 400). 0308ｨｨ ｨｰ ｨｺ ｨｰｨｪ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ080609ｨ ｨｪｨｨ ｨ ｨ 06ｨｰ02 [8] 0607ｨｨ090409ｨ 02ｨｰ0907 ｨｬ02ｨｰ ｨｬｨｨ080609ｨ ｨｪｨｨ ｨ ｨｰ0609, ｨｰｨ ｨｴｨｨ0 0906ｨ 06ｨｦ ｨｺ08ｨ ｨｰｨｺ0602 ｨｨ ｨｪｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨ 060ｨｪ06ｨｬ ｨｨ ｨｰ06ｨｬ ｨ 04ｨｰｨｨｨｨ ｨｨ04 08ｨ 04ｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609, ｨｨ ｨｰ080602ｨｪｨｪ040 07ｨｮｨｰ02ｨｬ ｨｪｨｨ07 ｨｨ 06ｨｰｨ 08ｨ ｨ ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ04 ｨｺｨ ｨ ｨｴ02ｨｪｨｨ [5] ｨ 02ｨｰ ｨ 0ｨ ﾂｨ ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｰ02ｨｬ ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｴ02ｨｪｨｨ070 ｨｨ ｨｰｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ002 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ 0008ｨ 00ｨｨｨｺ ｨｪｨ ｨｺ ｨｨｨｨ ｨｪ02 ｨｮ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨ ｨｬｨｬ02 ｨｨ ｨ ｨｪｨｨｨｦ ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 08ｨ ｨ 06ｨｰｨｮ [3], 09 ｨｺ06ｨｰ060806ｨｦ ｨ 00ｨ 02ｨｰ ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｨｨｰｨｬ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ080602ｨｪｨｨ07 ｨｰｨ ｨ 05ｨｨ ﾂｨｪ ｨ ｨｰｨ 0008ｨｮ ｨｰ02ｨｺ09ｨｰ ｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ( ｨｺｨｨ, 0909ｨｰ0802 ﾂｨｨ ｨｨ ｨｰ. 07.). 05ｨｨ09ｨｰ02ｨｬｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰ 0005ｨ 09ｨｪ ｨｪ ｨ ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨｨ 00205ｨｨｨｰ ｨｨ0 ｨｪｨ 09ｨｮｨ ｨｲ02ｨｺｨｰ04, 06ｨ ｨｲ02ｨｺｨｰ04, ｨｨｨｺｨ ｨｰ04, ｨｬ0209ｨｰｨ 002ｨｦ09ｨｰ09ｨｨ07 ｨｨ ｨｬ07 002ｨｦ09ｨｰ09ｨｨ ｨｺｨｮ07ｨｪ0609ｨｰｨｹ ｨｰｨ ｨｺｨｨ0 08ｨ ｨｮ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ ｨｰｨ ｨｰ ｨｨ ｨ ｨｰ. 00ｨ 03ｨｪ02ｨｦ0302ｨｦ ﾂｨ 09ｨｰｨｹ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｰ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｰｨ. 0209ｨｪ0609ｨｪ ｨｪｨｨ07 ｨｬ02ｨｰ060ｨ ｨｪｨｺｨｨ ｨｨ080609ｨ ｨｪｨｨ07, ｨｪｨｪ ｨ ｨ 06ｨｰ02 [2], ｨ 03ｨ 06ｨｰ ｨｮ06ｨｴｨｨ0 ｨｮｨｰ ｨｪｨｨ070: ) ｨｨ ｨ ｨｰ ｨｪ04 ｨ 04ｨｰｨｹ 0708ｨｨ02ｨｬ0502ｨｬ06ｨｦ 04ｨ ｨｬ02ｨｪ06ｨｦ 0608ｨｨ00ｨｨｨｪｨ 05ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｨ0 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ; 2) ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨｹ ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｰｨ ｨｪｨｪ04ｨｦ 0706 ｨｪ02ｨｬｨｮ ｨ ｨｰ ｨｨ05ｨｨ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ06, ｨｰ06 09 ｨｰ02ｨｺ09ｨｰ02 ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ

6 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ080609ｨ ｨｪｨｨ ｨｪ04 ｨ 04ｨｰｨｹ ｨｪｨ ｨｦ002ｨｪ04 ｨｰ0208ｨｬｨｨｨｪ04, ｨｨ02 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ ｨｰ ｨｰ, ｨ 0405ｨｨ 05ｨｨ ｨ ｨｪ02ｨｪ ｨ ｨｰ02 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｨ ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 ｨ 05ｨｨ04ｨｺｨｨ 08ｨ ｨｪｨｨ07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ040 ﾂｨ 09ｨｰ06ｨｰ ｨｪｨｨ07 05ｨｰｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ 09 ｨｪｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨ ｨｰ ｨ ｨ 06ｨｰ02 [6] 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨ 0502ｨｬｨ ｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｰｨ ｨ 00ｨ 02ｨｰ0907 ｨ ｨｨｨｰｨｬ ｨｮ ﾂｨｨ09ｨ ｨｪｨｨ ｨｪｨｨｨｦ ｨ ｨｰ ｨｬ06ｨｴｨｹ ｨｰ080602ｨｪｨｨ07 ｨｪｨ 0708ｨ ｨｪｨｪ ｨ 00ｨ ｨｰ090609ｨ ｨｪｨｨ0703, 09 ｨｺ06ｨｰ060806ｨｬ ｨｮ ｨｰ0907 ｨｰ02ｨｬｨ ｨｬｨｨ, ｨ 0802ｨ 08ｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｰ 06ｨｰｨｪ060302ｨｪｨｨ ｨｰ090609ｨ ｨｪｨｨ07 ｨｰ02ｨｬ ｨｰ02ｨｬｨ ｨｬｨｨ 0706ｨｪｨｨｨｬｨ 06ｨｰ ｨｰ06ｨ 08ｨ ｨｪｨｪ ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ ｨｺ0506 ﾂ ｨｪｨｨ07 ｨｨ ｨｨ08ｨｮ02ｨｬ ｨｪｨ ｨ 0608ｨ ｨｰ02ｨｺ09ｨｰ ｨ 0ｨ ﾂｨ ｨｮ ﾂｨｨ09ｨ ｨｪｨｨ ｨｪｨｨｨｦ ｨ ｨｰ ｨｨｨｰ0907 ｨｺ 0706ｨｨ09ｨｺｨｮ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｮｨｰｨｨ ｨｪｨ 0008ｨ ｨｦ ｨｨｨｬ ｨｨ ｨ ｨｪｨｨ07 09ｨ 03ｨｪ04 ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｬ02ｨｰ06004, ｨｪ06 ｨｨ ｨ 08ｨｪ ｨｰ09ｨ ｨ ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨ 06ｨｰ02 [4], 0706ｨｺｨ 04ｨ 05ｨｨ, ﾂｨｰ ｨ 0ｨ ﾂｨ 0, ｨ ｨｪｨｪ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ02ｨｦ ｨｪ ｨｰｨｪ ｨｰ06ｨｺ0609, ｨｬ060302ｨｰ ｨｮ ｨｪ ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨ 08ｨ ｨｪ ｨ ｨｪｨｪ04ｨｦ ｨ 0605ｨｹ0306ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮ0809, ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ0204ｨ ｨｮ08ｨｮ ｨｨ ｨ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｪｨ 09ｨｰ0607ｨｴ ｨｨ ｨ ｨｪｨｨ07 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ｨｮ0909ｨｺ ｨｺｨ ｨ 00ｨ 02ｨｰ0907 ｨｬ02ｨｰ060 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ07 06ｨ ｨｪ ｨ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ ｨｪｨｪ06ｨｬｨｮ ｨｪ ｨｰｨｪ06ｨｬｨｮ ｨｰｨｮ ｨ ｨｪｨｨ ｨｨ050609ｨｹ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨｰｨｨ03, ｨｰｨ ｨｪｨｪ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 0008ｨｪ002ｨｺ ｨ ｨｪｨｪ04ｨｬ 06ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｰ02ｨｪ07 08ｨｪ002ｨｺ09ｨ ｨｨｨｦ09ｨｺ ｨｨｨｪｨｰ0208ｨｪ02ｨｰｨ 03 (060902ｨｪｨｹ ) 20% 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰｨ ｨｰ ｨｪ ｨｰｨｨ, ｨｺ0607ｨｨ08ｨｮ02ｨｬ ｨｪｨｨｨｬｨｨ ｨｨ040ｨ ｨｪｨｨ07ｨｬｨｨ ｨｮ 008ｨｮ00ｨｨ0. ﾁｨ 09ｨｰ ｨ ｨｴ02ｨｪｨｨ ｨ ｨｰ ｨ 04ｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ ｨｨ05ｨｨ ｨｰ ｨ ｨｰｨ ｨｬｨｨ ｨ ｨ ｨｪｨｮｨｰ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰ09ｨｨ02 05ｨｰｨｨ ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｪ ｨ 08ｨ 04ｨｪ ｨｰｨ ｨｰｨｹ ｨｹ040609ｨ ｨｰ020507ｨｬ ｨｬ06ｨｰ08ｨ ｨ ｨｴ02ｨｪｨｨ ｨｰｨ 09 09ｨｨ ｨ ｨｰ0205ｨｹｨｪ ｨｨ09ｨｺｨ ｨｪｨｨｨｺｨ ｨｺ ｨｪ ｨ ｨｪｨｪ040 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｹ06 ｨｨ ｨ ｨｪｨｨ ｨｨ05ｨ 09ｨｹ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨｪ ｨｬｨ ｨｰｨ ｨｰｨ ｨｪｨｨ07 ｨｪ ｨｰｨｪ ｨｰ ｨｨ09ｨｰ02ｨｬ02 08ｨｪ002ｨｺ ｨｰｨｨ 09 09ｨｨ002 06ｨ ｨ, ｨｰ02ｨｺ09ｨｰ ｨｺ06ｨｰ ｨ 04ｨ ｨｨｨｰ ｨｪｨ ｨ 0506ｨｺｨｨ, 09ｨｪｨ ｨ 0302ｨｪｨｪ ｨｺｨ ｨｬｨｨ ｨｪｨ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ ｨ ｨｴ02ｨｪｨｨｨｦ, 09 ｨｺ06ｨｰ ｨｨｨｬ0202ｨｰ0907 ｨ 05ｨｨ04ｨｺｨ ｨｬ040905ｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｨ09ｨｰ02ｨｬ02 08ｨｪ002ｨｺ ｨｰｨｨ ｨｺｨ 03006ｨｬｨｮ ｨｰｨｮ, ｨｬｨｨ08ｨｮ02ｨｬ06ｨｬｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 07ｨｮｨｰ02ｨｬ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｺ05ｨ 09ｨｰ0208, ｨ ｨｴｨｨｨｦ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ 00806ｨｪ ｨｨ- ﾂ0209ｨｺｨｨ ｨ ｨｪｨｪ0402 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｬ 0706ｨｪ07ｨｰｨｨ07 ｨｰ02ｨｬ04 ｨｨ 07060ｨｰ02ｨｬ04 ｨｪ ｨｰｨｪ ｨｰｨ. 0602ｨｬｨ ｨｰｨ ｨC 05ｨｰ ｨ 0502ｨｬｨ, ｨｺ06ｨｰ060806ｨｦ ｨｴ02ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨ (ｨｺ06ｨｪ02 ﾂｨｪ06, 0708ｨｨ ｨｮ ｨｨｨｨ ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ). 0602ｨｬｨ ｨｮｨｰ06 ﾂｨｪ0702ｨｰ0907 ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨｨ08ｨｮ02ｨｰ ｨ 09 ﾂ02ｨｰ 07060ｨｰ02ｨｬ, ｨｰ ｨ ｨｪｨｪ ｨｪ02ｨｦ ｨ 0502ｨｬ, ｨｴｨ 02ｨｬ ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ. 0ｨ 0708ｨｨｨｬ0208, ｨｰ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ #5 (0002ｨ 04 ﾂｨｪｨ 07 ｨｪ ) ｨC 05ｨｰ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｨ 0705ｨ ｨｪ ｨｪｨｪ ｨｰ0806ｨｨｨｰ0205ｨｹ09ｨｰ09ｨ ｨｨｨｨ ｨｰ02ｨｬ ﾂｨｨ090502ｨｪ04 ｨｪｨｨ0302:. 0402ｨ ｨｺ02ｨｨ ｨｨｨｨ ｨｪｨ ｨｪ020708ｨｨ ｨｨｨｪ02ｨｪｨｨ02 ｨｺ ｨｰ08ｨ ｨｪ ｨC ｨｪ0609ｨｨ ﾂｨｺ ｨｰ0802 ﾂｨ ｨｰｨ ｨｨ07ｨC ｨｪｨ ｨｮ080609ｨｪ02 ｨｬｨｨｨｪｨｨ09ｨｰ ｨｨｨｪ0609ｨｰ08ｨ ｨｪｨｪ ｨ 0302ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｨ02ｨｦ ｨｨ ｨｰｨ ｨｰｨｮ ｨｨ ｨ 0302ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｨ02ｨｦ ｨｨ ｨｰ08ｨｮ0ｨｪｨｨ ﾂ0209ｨｰ ｨ 0608ｨｹｨ ｨｬ02030ｨｮｨｪｨ 08060ｨｪ04ｨｬ ｨｰ ｨｨ04ｨｬ06ｨｬ ｨ ｨｴｨｨｨｰｨ ｨｮ03ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨｨｨ ｨｨ ｨｨｨ 05ｨｨ0302ｨｪｨｨ02ｨｬ ｨｺ ｨｨｨｦ09ｨｺｨｨｨｬ 0008ｨ ｨｪｨｨ02ｨ ｨｬ ｨｪｨ ｨｰ060909ｨｺ06ｨｦ ｨｨｨｪ0008ｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｬ ｨ 00ｨｬｨ ｨｪｨ ｨｪ ｨｰｨ ｨｰ ｨｨｨｺｨｨｨｦ03. 08ｨ 030ｨ 07 ｨｨ ｨｰ02ｨｬ ｨｪｨ 0060ｨｨｨｰ ｨ 0302ｨｪｨｨ ｨｪｨｨ070, ｨｨ ﾂ02ｨｪｨｪ040 ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｰ02ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｰ00205ｨｹｨｪ040 ｨｺ05ｨ 09ｨｰ , ｨｰ06ｨｬｨｮ 09ｨｬ0209ｨｰ ｨ ｨｰ02ｨｬｨ ｨｺ08ｨ ｨｰｨｺ0609ｨｰｨｨ ｨｨ ｨｪｨｨ07 ｨ ｨｮ002ｨｬ ｨｹ040609ｨ ｨｰｨｹ0907 ｨｰ0208ｨｬｨｨｨｪ06ｨｬ 00ｨｰ02ｨｬｨ ｨｨ04 ｨｰ060006, ﾂｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｪ ｨｰｨｪ ｨｰｨ 06ｨ ｨｲ020ｨｨｨｪ0706ｨｰ ｨ ｨｴ02ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ06ｨｦ, ｨ ｨｺｨ 03004ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｬ060302ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ040609ｨ ｨｰｨｹ0907 ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｪｨ ｨ ｨｬ ｨｰ02ｨｬ, ｨｪｨｨ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｪｨｮ03ｨｪ06 ｨｮｨｬ02ｨｰｨｹ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰｨｹ ｨｰ02ｨｬ04 09 ｨｺｨ 03006ｨｬ ｨｪ ｨｰｨｪ06ｨｬ ｨ ｨｴ02ｨｪｨｨｨｨ, 06ｨｰ ｨｰ090507ｨｰｨｹ ｨ 05ｨｨ04ｨｺｨｨ ｨｬ040905ｨｮ ｨｰ02ｨｬ04 ｨｨ04 08ｨ 04ｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰｨ ｨｨ ｨｰｨ ｨｰｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｨ002 06ｨ ｨ ｨｺｨ ｨｬｨｨ ｨｪｨ 0907ｨｨ09ｨｺｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ, 09 ｨｺ06ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｰｨ ｨｨ05ｨｨ ｨｨｨｪｨ 07 ｨｰ02ｨｬｨ ｨｪｨｨ ｨｪ0609ｨｪ040 ｨｰ02ｨｬ 09 ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪ0609ｨ ｨｪ06 ｨｪｨ , 0607ｨｨ09ｨ ｨｪｨｪ06ｨｬ 09 08ｨ ｨ 06ｨｰ02 [], ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｺ06ｨｰ060804ｨｬ ｨｰ02ｨｬ ｨｰ ｨｪｨｪ04ｨｬｨｨ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨ07ｨｬｨｨ 0706ｨｪ07ｨｰｨｨｨｦ, ｨｰｨ ｨｬ04ｨｬｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｬｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ ｨｪｨｨ07, ｨｪ0209ｨｮｨｴｨｨ02 ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｮ06 09ｨｬ ｨｮ06 ｨｪｨ 0008ｨｮ04ｨｺｨｮ, ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｮｨｬｨｬ02 ﾂｨ 09ｨｰ06ｨｰ ｨｴｨｨ0 09 ｨｪｨｨ0 04ｨｪｨ ﾂｨｨｨｬ ﾂ02ｨｰｨ ｨｪｨｨｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06 ｨｪｨ ｨｬｨｨ ｨ ｨｮ09ｨｰｨ ｨｪ ｨｪ06, ﾂｨｰ06, ｨｨ ｨｺｨ ｨｺ ｨｰ ｨｪｨｨ ｨｰｨｹ 08ｨ ｨ 02ｨｰ ｨｪｨｨｨｦ ｨｪｨｨｨｦ ｨｺｨｮｨｬ02ｨｪｨｰ02, ｨｰ06 ｨｰｨ ｨｺ ｨｪｨｨ02 ｨｪ ｨｪ ｨ ｨｨ08ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ ｨｴ0202 ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｮ. 00 ｨｪ ｨｰｨｪ040 ｨｰ02ｨｺ09ｨｰｨ 0 ｨｰｨ ｨｺ ｨ ｨｪｨｨ07 09ｨｺ0506 ﾂｨ 06ｨｰ ﾂｨ 09ｨｰ ﾂｨｪｨｨ ｨｨｨｬ02ｨｪ ｨｨ 00ｨ ｨｬｨｨ05ｨｨｨｦ 09 ｨｮｨｺｨ 04ｨ ｨｪｨｨ02ｨｬ ｨｬ0209ｨｰｨ ｨｨ09ｨ ｨｪｨｨ07, 0907ｨｨ09ｨｺｨｨ 00ｨｮｨｰｨ 0605ｨｹｨｪ040 ｨｺ06ｨｬｨ ｨｪ ｨｺｨ ｨｬｨｨ ｨｪｨ ｨｬ0209ｨｰ ｨｪｨｨ07 ｨｬｨ ｨｰ ﾂｨ, 00ｨ ｨｬｨｨ05ｨｨｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨ 0608ｨｪ ｨ ｨｪ ｨｺｨ ｨｬｨｨ ｨｪｨ 07ｨ 08ｨｰｨｨｨｦｨｪｨｮ ｨｨｨｪｨ ｨｪ0609ｨｰｨｹ, ｨ ｨｨ ｨｺ06ｨｰｨｨ080609ｨｺｨｨ ｨｨ ｨｰ ｨｬ02 ｨｰ060006, 0708ｨｨ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｬ0603ｨｪ06 06ｨ 06ｨｦｨｰｨｨ ｨ 0502ｨｬｨｮ ｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ. 06ｨｰｨ ｨｪｨ 07 04ｨ 0ｨ ﾂｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｬ02ｨｰ06ｨｬ 06ｨｰ00205ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ07 [6]. C ｨｹ06 ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ07 09ｨｨ0ｨ 06ｨ ｨ ｨｪｨ 0609ｨｪ ｨｬ07ｨｨ08ｨｨ ﾂ0209ｨｺｨｨ0 ｨｪｨ ｨ ｨｪｨｨｨｦ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｨ00ｨｨｨｺ02 ｨｪ ｨｰｨｪ040 ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ ｨｬｨｨ ｨ 0405ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ04 ｨ ｨｨｨｰｨｬ ｨ ｨｪｨｨ07 ｨ ｨｪｨ , 0903ｨ ｨｰｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (ｨｮ0ｨ 0502ｨｪｨｨ ｨｪ ｨｨ ｨｪｨｨｨｦ ｨｨ ｨｺ ｨ ｨｪ02ｨｪｨｨｨｦ), ｨｪｨｨ ｨｺｨ 08ｨ ｨｪｨｨ ｨｪｨｨｨｦ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 0609ｨｪ0609ｨｪ0402 ｨｰ02ｨｬ04, 09 06ｨ ｨｪ06ｨｬ ｨ ｨｰ02. 6

7 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨｴ02 060ｨｪ06ｨｦ 09ｨ 03ｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ ｨｨ ｨ ｨｪｨｨ07 ｨ 0405ｨ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ080609ｨ ｨｪｨｨ ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ050609ｨｹ ｨｬ ｨｰ0802ｨｬ ｨｪｨ ｨ 0608ｨ ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰｨ ｨｪｨｪ04ｨｬ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 0008ｨｪ002ｨｺ0903, ｨｪｨ 0609ｨｪ ｨ, ｨｨ ｨｪｨｪ ｨ ｨ 06ｨｰ02 [2]. 0308ｨｨ 05ｨｰ06ｨｬ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨ ｨｨｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 005ｨｨｨｪ ｨ ｨｰｨ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ020802, ﾂｨｰ06 ｨｨｨｬ0202ｨｰ ｨｪ02ｨｬｨ ｨ 03ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨｺ05ｨ 09ｨｰ , ｨ ｨｴｨｨ0 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｴ02ｨｪｨｨｨｦ (06ｨｰ 00 ｨｨ ｨ ) ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , ｨ ｨｨｨｰｨｬ0609, 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪ0402 0ｨ ｨｪｨｪ0402 0ｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｰｨｮ07ｨｨ0506 ｨｰ08ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｪｨｪ040 ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ ｨｪ04ｨｬｨｨ ｨｪｨ 0409ｨ ｨｪｨｨ07ｨｬｨｨ: ｨ 080ｨｪｨ , ｨ ｨｨ 0002ｨ 04 ﾂｨｪｨ 07 ｨｪ , ｨ ｨｴｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ 04ｨ ｨｨ ｨｬ02ｨｪｨｨ ｨｪ07 ｨｨ04 6 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｰｨ 0904ｨ 0608ｨｺｨ ｨｨｨｰ 0708ｨｨｨｬ0208ｨｪ06 20% 06ｨｰ 06ｨ ｨｴ ﾂｨｨ0905ｨ 63 ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰ06ｨｬｨｮ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0902 ｨｺ05ｨ 09ｨｰ ｨｨｨｬ0202ｨｰ0907 ｨｬｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｺ ｨｨ ｨｺ05ｨ 09ｨｰ ｨｪｨ ｨ 0608ｨ 0002ｨ 04 ﾂｨｪｨ 07 ｨｪ ｨｰ0607ｨｰ ｨｨ04 060ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ, 93 ｨｺ05ｨ 09ｨｰ ｨC ｨｨ04 009ｨｮ0, 25 ｨｺ05ｨ 09ｨｰ ｨC ｨｨ04 ｨｰ08020, ｨｨ ｨｰ0605ｨｹｨｺ06 95 ｨｺ05ｨ 09ｨｰ ｨ ｨｰ ｨｬｨｹ ｨｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨ ｨｨ ﾂｨｪｨ 07 ｨｺｨ 08ｨｰｨｨｨｪｨ ｨｪｨ ｨ 05060ｨ 02ｨｰ0907 ｨｨ ｨｮｨｬ 008ｨｮ00ｨｨｨｬ ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｰ ｨｰｨ ｨｪｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｰ06ｨ 08ｨ ｨｪ06 60 ｨｺ05ｨ 09ｨｰ ﾂｨｨ090506ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨ ｨｬｨｨ: ｨC 0002ｨ 04 ﾂｨｪｨ 07 ｨｪ ｨC 95 ｨｺ05ｨ 09ｨｰ ; ｨC ｨ 080ｨｪｨ ｨC 69 ｨｺ05ｨ 09ｨｰ ; ｨC ｨ ｨC 96 ｨｺ05ｨ 09ｨｰ ｨ 04ｨｬ0208ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｺ0302 ｨｪ02 060ｨｪ ｨｪ04: 09 ｨｪ02ｨｺ06ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 05ｨ 0ｨ 06ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 08ｨ 04ｨｬ020806ｨｬ ｨ, ｨｮ00ｨｨ0 ｨC 006 3ｨC5 08ｨ ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｺ05ｨ 09ｨｰ ｨ ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 08ｨ 04ｨｬ020806ｨｬ 06ｨｰ ｨ. 020ｨｪｨ ｨｺ ｨｰ0802 ﾂｨ 05ｨｨ09ｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 08ｨ 04ｨｬ020806ｨｬ 06ｨｰ ｨ, ｨｺ06ｨｰ ｨｰｨ ｨｨ 0906ｨ 06ｨｦ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｨｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 06ｨ ｨ 09ｨｰ ｨｰ05ｨｨ ﾂｨ 06ｨｰ0907 ｨｨ 0706 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (06ｨｰ ) ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｺ05ｨ 09ｨｰ (95 %) ｨ ｨｰ ｨｬ02ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ ｨｰ0605ｨｹｨｺ06 ｨｰ08ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ ｨｺ ｨｺ02ｨｨｨｦ ｨｨｨｬ0206ｨｰ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｨ09ｨｰ02ｨｬ02 08ｨｪ002ｨｺ ｨｰｨｨ ｨｬｨｪ0600ｨｨ02 ｨｺ05ｨ 09ｨｰ ｨ ｨｰ ｨ ｨｰｨｪｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰ06ｨｬｨｮ ｨｨｨｰｨｹ 08ｨ ｨ 06ｨｰｨｮ 09ｨｨ09ｨｰ02ｨｬ04 ｨｪｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0 09 ｨ 0605ｨｹ03ｨｨｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ02 ｨｨｨｬ0205ｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨｨｬ0206ｨｰ ｨｨｨ ｨｺｨｨ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ07 ｨｪｨ ｨｪｨｨ07, ﾂｨｰ06 ｨｰｨ ｨｺ ｨ 02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ0402 ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｨ 0708ｨｨ ｨｨ080609ｨ ｨｪｨｨｨｨ. 0306ｨｬｨｨｨｬ ｨｨｨ 06ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, 06ｨｰｨｬ02 ﾂ02ｨｪｨｪ [5], 09 ｨｪ02ｨｺ06ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨｨｰ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ07, ｨｺ06ｨｰ0608ｨ ｨｨｨｪ02ｨｨ0702 ｨｪ ｨｨｨｰ ｨｨ080609ｨ ｨｪｨｨ06. 0ｨ 0708ｨｨｨｬ0208, 09 ｨｺ05ｨ 09ｨｰ ﾂｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 0907ｨｨ09ｨｺｨｨ ｨｬ ｨｨ07ｨｰｨｨｨｦ ｨｨ 07ｨ ｨｬ07ｨｰｨｪ ｨ 04ｨｰｨｨｨｦ, ｨｨ ｨｨ0 09 ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ ｨｪｨｹ. 0308ｨｨ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨｪ ｨ ｨｰｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 06ｨｰｨｬ02 ﾂ02ｨｪｨｪ ｨ 02ｨｪｨｪ0609ｨｰｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ﾂｨｰ06ｨ 04 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｨ0 0905ｨｨ07ｨｪｨｨ02 ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨ ｨｰｨ ｨｰ060 06ｨ ｨｪ ｨｨ080609ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｨ08ｨ 02ｨｰ0907 ｨｪｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ0402 ｨｪｨ ｨｬｨｨ 08ｨ ｨｪ ｨｰ09ｨ ｨｬ ｨｨ ﾂ0209ｨｺ ｨｨ ｨｺ06ｨｪ020207ｨｰｨｮｨ 05ｨｹｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪ ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｰｨ ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 060ｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ. 06ｨｰｨ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｬｨ ｨｬ ｨｨ090060ｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｨ07ｨｨ090409ｨ 02ｨｰ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ07, ｨｪ0206ｨ 0060ｨｨｨｬｨ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ. 06ｨｰｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨ02 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ 0802ｨｦ 09 ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｺ05ｨ 09ｨｰ0208ｨ. 0308ｨｨ ｨｪｨｨｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｬ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨｪｨ ｨｺ06ｨｪ ｨｨ ｨｪ ｨ [], 04ｨ ｨｺ0506 ﾂｨ 06ｨｴｨｮ ｨｰ06ｨｬ, ﾂｨｰ ｨｪ0609ｨｪ06ｨｦ 09ｨｬ ｨｰ02ｨｺ09ｨｰｨ ｨ 03ｨ 02ｨｰ0907 ｨｪ02 06ｨｰ00205ｨｹｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ, ｨ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ. 0ｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨ ｨｪ07ｨｰｨｨｨｦ ｨ 03ｨ 06ｨｰ0907 ｨｨｨｬ02ｨｪｨｪ04ｨｬｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ, ｨｺ06ｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ﾂｨｺｨｨ ｨ ｨｪｨｪ ｨｬ040905ｨｮ ｨｨ ｨｺ06ｨｪｨｰｨ ｨｺｨｰｨｪ06 08ｨ ｨｪｨｪ , 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｺ05ｨ 0909ｨ ｨｬ 0009ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ040203, ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040203, ｨｨ03, 00ｨｪｨ 0802 ﾂｨｨ0703 ｨｨ ﾂｨｨｨｪｨｨｨｰ0205ｨｹｨｪ ｨ ｨｺ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｨ09ｨｹ 0005ｨ , ｨｺ0806ｨｬ02 04ｨ ｨｪ020902ｨｪｨｪ ｨｨ0906ｨｺ 09ｨｰ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ090703, 00ｨ , 00ｨｨｨｬ0202ｨｰ ｨｨ ｨｰ. 0.) ｨｨｨｬ02ｨｪｨｪ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ0906ｨｺ 09ｨｰ ｨ ｨｪ0609ｨｨ05ｨｨ09ｨｹ ｨｨ ﾂｨｪ0402 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07, ｨｨｨｬ02ｨｪｨ, 06ｨｰ ﾂ0209ｨｰ09ｨ, ｨ ｨｰｨ ｨｺ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｰｨｨ07ｨ 0009 ｨｺ06ｨｪ0202 ｨｺ06ｨｪ , 0009 ｨｰ ｨｬ0703, 0009 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ0703, ｨｨ03 ｨｨ ｨｰ. 0. 0ｨ 005ｨｨｨｪｨｮ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｪｨ ｨｺ05ｨ 00409ｨ 05ｨｨ09ｨｹ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨC ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ050609ｨｹ ｨｮ06ｨｴ02ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ: ) 0904 ﾂ0502ｨｪ02ｨｪｨｨ ｨｪｨｨｨｦ 09 ｨｨ090060ｨｪ040 ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｪｨｨ ｨｪｨｨｨｦ ｨｨ09ｨｹ ｨｪｨ ｨｺｨ ｨｬ ｨｨｨｪｨ ｨｪｨｨ07: ｨｰ06 ﾂｨｺ02, ｨｨｨｰ0205ｨｹｨｪ06ｨｬｨｮ ｨｨ ｨｺ05ｨｨ02ｨ ｨｰ0205ｨｹｨｪ06ｨｬｨｮ 04ｨｪｨ ｨｺｨ ｨｬ ｨｨ 0909ｨｰ0802 ﾂｨ 05ｨ 09ｨｹ ｨｰ06 ﾂｨｺｨ, ｨｰ ｨｨ05ｨ 09ｨｹ ｨｺｨ ｨｪｨ 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨ07, ｨｨｨｪｨｨ02ｨｨｨ 0504, ｨｨｨｪｨｰ0208ｨｪ02ｨｰ-ｨ ｨ ｨｨ 02ｨｨ000804, ｨｨ ｨｹ040609ｨ ｨｪｨｪ ｨｪｨｮｨｬ0208ｨ 02ｨｨｨｨ 08ｨ , ｨｺ06ｨｰ ｨ ｨｪｨｨ02ｨ ｨｪ02 09ｨｰｨ 09ｨｨ05ｨ 09ｨｹ ｨｪｨｨ07, ｨｴ ｨ ｨｺ06ｨｬ ｨｰ02ｨｺ09ｨｰｨ, 0909ｨｰｨ ｨ 09ｨｹ ｨｰ06 ﾂｨｺｨ ; 2) ｨｪｨｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪ ｨ ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨ ｨｪｨｨ0204 ｨｬ02030ｨｮ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ ｨｨ05ｨｨ09ｨｹ ｨｪｨ ｨｺｨ ｨｬ ｨｨｨｪｨ ｨｪｨｨ07 (00,03, 00;03, 00ｨC03, 00:03), 09ｨｺ06ｨ ｨｺｨ ｨｬ 08ｨ 04ｨｪ ｨ (ｨｺ08ｨｮ000504ｨｬ, ｨｺ09ｨ 008ｨ ｨｰｨｪ04ｨｬ, ｨｺ060904ｨｬ, 00ｨｨ00ｨｮ08ｨｪ04ｨｬ), ｨ ｨ ｨｬ ｨｨ ﾂｨｨｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨ ｨｬ, ｨ ｨｰｨ ｨｺ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨ05ｨｨ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ04ｨｬ, 09ｨｰ0607ｨｴｨｨｨｬ 09 ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ ｨｨ05ｨｨ 09ｨｨｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ ｨ ｨ ; 3) ｨｮ0ｨ 0502ｨｪｨｨ02 09ｨｰ ｨｨ04 ｨｺｨ ｨｪｨｪ ｨｪｨ ｨｮｨｴ02ｨｬ 03ｨ ｨ 00ｨｬ02ｨｪｨｰｨ ｨｨ 0002ｨｪ0208ｨｨ080609ｨ ｨｪｨｨ ｨｬ0603ｨｪ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰ02ｨｦ (06ｨｰ 060ｨｪ ｨｰｨｨ), 0904ｨ 08ｨ ｨ ｨｪｨｨ ﾂ02ｨｺ , ｨｪｨ ﾂｨｨｨｪｨ 06ｨｴｨｨ00907 ｨｨ05ｨｨ 04ｨ ｨｺｨ ｨｪ ﾂｨｨ09ｨ 06ｨｴｨｨ ｨ ｨｬｨｨ ｨｨ ｨ ｨｬｨｨ, ｨ ｨｰｨ ｨｺ ﾂ02ｨｺ, 09 ｨｺ06ｨｪ0202 ｨｺ06ｨｰ ｨｰ0607ｨｰ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0402, ｨｪ ｨ ｨ ｨｪｨｪ ｨｰ09ｨｮ06ｨｴｨｨｨｬ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ, ｨｨ05ｨｨ ｨｪｨ 0802 ﾂｨｨ ｨｰｨ 0903ｨｨ ﾂ- 7

8 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｺｨｨ ｨｰ0907 ｨｨ09ｨｺ06ｨｬ04ｨｬｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ ｨｨ ｨｪｨｨ0 ｨｰｨ ｨｺ0302 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 06ｨｰ00205ｨｹｨｪ ｨ, ｨｰｨ ｨｪｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ, ｨｰ06ｨｬｨｮ 0802 ﾂｨｹ ｨｨ002ｨｰ ｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ; 4) ｨｬｨｨ080609ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨ 08ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ (030205), ｨｪｨｪ ｨC 05ｨｰ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｨ04ｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｪ , ｨｴｨｨ ﾂ02ｨｰｨ ｨｪｨｨ02, ｨ ｨｪ02ｨｪｨｨ02ｨｬ ｨｺｨ ｨ ｨｪｨｨ07. 0ｨ 0708ｨｨｨｬ0208, ﾂ02ｨｰｨ ｨｪｨｨ ｨ ｨｴｨｨｨｰｨ ｨｮ03ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨｨｨ ｨ ｨｮ002ｨｰ ｨｰｨｹ ｨｰｨ ｨｺ: 0004ｨ ｨｴｨｨｨｰ ｨｮ03ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰ ｨｰ090502ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ00907 ｨｰ0605ｨｹｨｺ ｨｬｨ ｨｬｨｨ , 0708ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ 0807; 5) ﾂ02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｨ; 6) ｨｰｨｨ080609ｨｺｨ 0907ｨｨ09ｨｺｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ 09 ｨ 0500ｨ 09ｨｨｨｰｨｪ06ｨｬ ｨｺ ｨｨ 005ｨｨｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07, ｨｰ ｨ ｨ 0500ｨ 09ｨｨｨｰｨｮ 09ｨｪｨ ﾂｨ 05ｨ ｨ ｨｮ0ｨｮｨｰ ｨｨ0ｨｰｨｨ 09ｨ ｨｬ ｨｨｨｪｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07, 0706ｨｰ06ｨｬ ｨｬ02ｨｪ ｨｨｨｪｨｪ0402 ｨｨ 09 09ｨ ｨｬ06ｨｬ ｨｺ06ｨｪ ｨｪ ｨｪ ｨ 08ｨｪ ｨｨｨｪｨｨ0204; 7) ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02 ｨｨ ｨｨ09ｨｺｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨ 0ｨ 06ｨｴｨｨｨｬｨｨ ｨ ｨｬｨｨ, ｨｺ0806ｨｬ02 060ｨｪ ｨｨ04 ｨｪｨｨ0, ｨｺ06ｨｰ060806ｨｬｨｮ 0708ｨｨ07ｨｨ090409ｨ 02ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰｨ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 0ｨ ｨｪｨｪ ﾂ02ｨｰｨ ｨｪｨｨ ｨｪｨｪ0402 ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨ ｨ ｨ ｨｨ09ｨｹ ｨｺ 0907ｨｨ09ｨｺｨｮ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨｬｨｨ080609ｨ ｨｪｨｪ06ｨｬｨｮ , 04ｨ ｨｰ02ｨｬ ｨｨ05ｨｨ09ｨｹ ｨ 02ｨｨｨｨ, 0607ｨｨ09ｨ ｨｪｨｪ ｨC7. 06ｨｰｨ ｨｪｨｨ02 04ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ ｨｨ04 ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰｨ ｨｪｨｪ040 ｨｪｨ ｨｮｨｴ02ｨｬ 05ｨｰｨ 0702 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ 0802ｨｦ 0904ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07 09 ﾂｨ 09ｨｰ06ｨｰ06ｨｦ ｨ ｨｨｨｪｨｨ ｨｬ ｨ 08ｨｪ04ｨｬ 020ｨｨｨｪｨｨ02ｨ ｨｬ 0708ｨｨ0909ｨ ｨｨ09ｨ w, 0904 ﾂｨｨ ｨｬ ｨｬｨｮ0502 w = p ﾁ n, p ｨC ﾂｨ 09ｨｰ06ｨｰｨ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07, ｨ n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ﾂ02ｨｰｨ ｨｪｨｨｨｨ n =, ｨｰ06ｨｬｨｮ ｨ ｨ ｨ 0ｨ 02ｨｰ ﾂｨ 09ｨｰ06ｨｰ06ｨｦ ｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ09ｨｹ ｨｪｨ ｨｪｨｨ02 09 ｨｺｨ ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰｨ, 0708ｨｨ 05ｨｰ06ｨｬ ｨ 08ｨｪ ｨｨｨｪｨｨ0204, ｨｴｨｨ02 ｨｪｨ 060ｨｪ06ｨｬ ｨｨ ｨｰ06ｨｬ ｨｰ080204ｨｺ02 ｨｰ02ｨｺ09ｨｰｨ 09 ｨ ｨｨｨｪｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07, ｨｨ00ｨｪ0608ｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｪｨｨ ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ ｨ 0807, ｨｪｨ ｨｦ002ｨｪｨｪ ｨｰ02ｨｺ09ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 06ｨｰｨ 0608ｨ ｨｪｨ ｨｨｨ ｨｪｨ - ﾂｨｨｨｬ ｨｪｨｨｨｦ: 0904ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨｪｨｨ07, ｨｺ06ｨｰ ｨｰｨ ｨｰ % 06ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨ (08ｨｨ09. ). 06ｨｰ06ｨｰ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨｨｬ0206ｨｴｨｨ0 ｨ 0605ｨｹ0306ｨｦ 08ｨ 04ｨｬ ｨ 0708ｨｨｨｬ0208, 0708ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ020802, 08ｨ 09ｨｪ06ｨｬ 25, ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ 06ｨｰｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ ｨｮ09ｨｰｨ ｨｪ ｨｪ % 06ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨｪｨｨ07, 060ｨｪｨ ｨｺ06, ｨｨ 08ｨ 04ｨｬ0208 ｨｺｨ ｨｺ ｨｰ06 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ 02ｨｰ 2 08ｨ, ｨｰ ｨｨ090060ｨｨｨｰ ｨｺ ｨｺｨｰｨｨ080609ｨｺｨ ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ04ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ08ｨｨｨｰ0208ｨｨ07 ｨｰ0605ｨｹｨｺ ｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 03ｨ 08ｨ ｨｬ02ｨｰ0804 ｨｬ0600ｨｮｨｰ ｨｪｨ 09ｨｰ08ｨ ｨｨ09ｨ ｨｰｨｹ ｨ ｨｬｨｬ02, ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｨｨｰ0907 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨ 06ｨｰ ｨｰｨ ｨｪ ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ ｨｪｨｨｨｦ, ｨｨｨｬ0206ｨｴｨｨ0 ｨ ｨｪ06ｨｬｨ 05ｨｹｨｪ ｨｺｨｨｨｦ : ｨｪｨ ﾂｨｨｨｬ ｨｨ ｨｨｨｰ0208ｨｨｨｨ 06ｨｰｨ 0608ｨ ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ 09 ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪｨｨ07 ｨｪ ｨｪ ｨ ｨｰｨｹ ｨ ﾂ02ｨｬ ｨ 04, ｨｪｨｨｨｦ ｨｪｨｨｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ. 06ｨ ｨｺ0302 ｨｮ09ｨｰｨ ｨｪ ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ ｨｨｨｪ ｨｪｨｨ07: ﾂｨｰ06ｨ ｨｪｨｨ07, ｨｰ0607ｨｴｨｨ02 ｨｬ02ｨｪ0202 ﾂ02ｨｬ ｨｨ , ｨｪ ｨ 0ｨ 05ｨｨ ｨ ｨｰ, ｨｨｨｬ 0708ｨｨ0909ｨ ｨｨ09ｨ 02ｨｰ0907 ｨｪｨｮ ｨｦ ｨｨ 06ｨｰ06ｨ 08ｨ ｨｪｨｪ ｨｪｨｨｨｦ ｨｬ0600ｨｮｨｰ 0909ｨｰ0802ｨｰｨｨｨｰｨｹ ｨｪｨｨ07 09 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ04ｨｬｨｨ 0009ｨｨ0907 ﾂｨｨｨｬｨｨ ｨ ｨｬｨｨ, 09ｨｬ ｨｺ06ｨｰ ｨｪ ｨｪ ｨｨ04 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｰｨｨ ｨｦ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ ｨｦ. ﾁｨ ｨｴ ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｮ07ｨ 06ｨｰ ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07 ｨｰ0802ｨｰｨｹ ｨｨ02ｨ, ｨ ｨｰｨ ｨｺ0302 ｨｮｨｺｨ 04ｨ ｨｰ0205ｨｹｨｪ0402, ｨ ｨｰｨｪ0402 ｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ0402 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0706ｨｪ07ｨｰ04 ｨｰ0605ｨｹｨｺ06 ｨｰ06000ｨ, ｨｺ06000ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨｨｨｬ ｨｪｨｰ ｨｨｨｬ0202ｨｰ ｨｮｨｴ02ｨｬ ｨｪｨｨｨｨ. 0ｨ ｨｬｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ ｨｬ02030ｨｮ ｨ ｨｪｨ ｨｦ ｨｨ ｨ ｨｪｨｰ ｨｪｨｰ06ｨｬ ｨｨｨｬ0202ｨｰ ｨｪｨ 07 ｨｺ ｨｪｨｰｨｪ0609ｨｰｨｹ ｨｰ ｨｪｨｨ070 ｨ ｨｪｨ ｨｪｨ ｨｰ ｨｰ06 07ｨｮｨｰ02ｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｪｨｨ ｨ 0ｨ ｨｪｨｪ04ｨｬ 0907ｨｨ09ｨｺ06ｨｬ ｨｪ ｨｪｨｨ070 06ｨｰ0409ｨｺｨｨ09ｨ 06ｨｰ0907 ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07, ｨｪｨ ｨｴｨｨ ｨｦ ﾂｨ 09ｨｰｨｨ ｨｪｨｨ07, 0609ｨｰｨ 06ｨｴ02ｨｦ ｨｮ0ｨ 0502ｨｪｨｨ07 09ｨｰ0607ｨｴｨｨ0 09 ｨｪｨ ﾂｨ ｨｪｨｨ ｨｪ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨｪ040 ｨｨ 0909ｨｰｨ 09ｨｪ ｨｪｨｨｨｦ, 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ ｨ ｨｪｨｪ ﾂ0502ｨｪｨ ｨｬｨｨ ｨｪｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ02 ｨ ｨｪｨ ｨｨ050609ｨｹ ｨｪｨ 0609ｨｪ ｨｮ06ｨｴ ｨ ｨｨｨｰｨｬｨ : 8

9 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ0609 ) ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨ ｨ ｨｬｨｨ, ｨｮ ｨｰ ｨｴｨｨｨｬｨｨ ｨｺ08ｨｨｨｰ0208ｨｨ06 06ｨｰｨ 0608ｨ ; 2) 09 ｨｺｨ 03006ｨｬ ｨｨ04 ｨｪｨｨ0 ｨｮ0ｨ ｨｨ09ｨｹ ｨｪ ｨ ｨｨ 06ｨ ｨｰ04 (ｨｪｨ 0708ｨｨｨｬ0208 ｨｰｨ ｨｺｨｨ02, ｨｺｨ ｨｺ ｨ ｨｬ06ｨｬ , 00ｨ 05ｨ 00060ｨ 0807 ｨｰ06ｨｬｨｮ03, ｨ ｨｬ03 ｨｨ ｨｰ. 07.) ｨｬ06ｨｴｨｹ ｨｨｨ 05ｨｹｨｪ ｨ 0802ｨｦ 06ｨ ｨｰ0609 ｨｨ ｨｪ ｨｰ05ｨｨ ﾂｨｨ02 ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ ｨ 0807ｨｬｨｨ 09 ｨｰ06ｨｬ, ﾂｨｰ ｨｪ ｨ ｨｨｨｺ06ｨｬ 04ｨ 0ｨ 06ｨｰ ｨｨ09ｨｺ06ｨｬ, ｨ ｨ ｨ ｨｰ0609 ｨｨｨｬ0202ｨｰ0907 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ﾂｨ 05ｨｹｨｪｨ 07 ﾂｨ 09ｨｰｨｹ 0008ｨ 0404, ｨｪｨ 0708ｨｨｨｬ0208, 0008ｨ ｨｺ ｨ ｨｴｨ 02ｨｰ090703, 0008ｨ ｨｺ 09ｨｰｨ 0506 ｨｨ ｨｰｨｪ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02 ｨｮ0ｨ ｨｰ0907 ｨｨ ｨｪｨｨ07 ｨｪ02 ｨｰ0605ｨｹｨｺ06 05ｨｰｨ ﾂｨ 09ｨｰｨｹ, ｨｪ06 ｨｨ ｨｹ 06ｨ ｨｰ ｨｪｨ ｨｺｨ ｨｨｨｪｨ ｨｪｨｨ07 09ｨｬ0209ｨｰ02 09 ｨｪｨｨｨｬ; 3) ｨ 09ｨｹ ｨｪｨ ﾂｨ 05ｨｹｨｪｨ 07 ﾂｨ 09ｨｰｨｹ 0904ｨ 08ｨ ｨｪｨｪ ｨｪｨｨ ｨｦ 04ｨ 0707ｨｰ06ｨｦ ｨｨ05ｨｨ ｨ 08ｨ ｨｹ ｨｪｨｨ ｨｨｨｺ06ｨｬ, ｨｨ 09 ｨｪ02ｨｬ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 04ｨ 0707ｨｰ0402; 4) ｨ ｨｨ04 0ｨ ｨｪｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｪｨｨ ｨｨ09ｨｹ ｨｪｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 09 ｨｪｨｨ0 ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨｨｦ, 04ｨ 0ｨ ｨｪｨｪ ｨｨｨ 05ｨｹｨｪ04ｨｬ 0907ｨｨ09ｨｺ06ｨｬ; 5) ｨｨ ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04 ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07, ｨｰ ｨ ｨｨ08ｨ ｨｹ ｨｪ ｨｪｨｨ02, ｨｺ06ｨｰ ｨｰ06ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｰ09ｨｮ02ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬｨｮ ｨｪｨｨ06, ｨｨ 04ｨ ｨｪ0609ｨｨ050609ｨｹ 09 ｨｬｨ 0909ｨｨ ｨｪｨｨｨｦ-ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｰ; 6) ｨｮ ﾂｨ 02 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ07 ｨ ｨｪｨ ｨ ｨｨ08ｨ ｨｹ ｨｮ06ｨｴ ｨｪｨｨ02 (09ｨｬ. 07. ). 0ｨｨ ｨｨ ｨｰ ｨｨｨｬ ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ. 0308ｨ 09ｨｨ05ｨｹｨｪ06 08ｨ ｨｪｨ ｨｪｨｪ0402 ｨ ｨｪｨ : ｨｪｨｰ07ｨ ｨｪ020ｨ 0502ｨｺ06 06ｨｰ 03ｨｨ0506ｨｦ ｨｨ002ｨｪ02ｨｨｨｨ ｨｨｨｺ0609ｨ ｨ ｨ ｨｪｨ 08ｨｮ0302ｨｪ06 ｨｬ06ｨｴｨｪ ｨｪ0602 ｨｮ09ｨｰ0806ｨｦ09ｨｰ ｨｪ06 ｨ ｨｰｨ ｨｪ ｨｺ0804ｨｰ06ｨｦ ｨｰｨｺ06ｨｦ ｨｰ06 ﾂｨｪ06ｨｦ ｨｺｨ ｨｪｨ 0902 ｨｮ ｨｨ, 0706 ｨｺ06ｨｰ060806ｨｦ ｨｪ0209ｨｪ ｨｨ00ｨ 02ｨｰ ｨ 09ｨ ｨｮｨ 05ｨｨｨｺｨｨ ｨ 09ｨｨ05ｨｹｨｪ06 08ｨ ｨｪｨ ｨｪｨｪ0402 ｨ ｨｪｨ : 00ｨｬ0209ｨｰ ｨｪｨｪｨ ｨｪ06ｨｬ ｨｰ0802 ﾂ02 ｨｮ ﾂｨ 09ｨｰ09ｨｮ02ｨｰ ｨ ｨｬ0209ｨｰｨｨｨｰ0205ｨｹ, 0002ｨｪ0ｨｨ0802ｨｺｨｰ ｨｦ09ｨｺ ｨｰ ｨｪｨｨ ｨｪ ｨｦ ｨｪｨｨｨｺｨｨ ｨ ｨ 06ｨｰｨ ｨ ｨｨｨｰｨｬｨ ｨｪｨｨ09ｨ 05ｨ 09ｨｹ ｨｪｨ 0905ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ 0904ｨ 0608ｨｺ02 ｨｨ ｨ ｨｰ0609, ｨｰｨ ｨｪｨｪ ｨｨ090060ｨｪ04ｨｬ ｨｪｨ ｨ 0608ｨ ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ｨｪｨ ｨ 0608ｨ 0904ｨ ｨｨ08ｨ ｨｹ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 09 ｨｺｨ 03006ｨｬ ｨｨ04 ｨｪｨｨ ﾂｨｨｨｰ0409ｨ ｨｹ ﾂｨｨ ｨ 09ｨｨ05ｨｹｨｪ06 ｨｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｪ040 ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ ｨｦ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨ 04 ﾂｨｪｨ 07 ｨｪ ｨ ｨｮ ﾂ02ｨｪ ｨｪｨ ｨｨｨｬ02ｨｪｨｹ03ｨｨｨｦ ｨｪｨｰ 0708ｨ 09ｨｨ05ｨｹｨｪ06 08ｨ ｨｪｨｪ040 ｨ ｨｪｨ ｨC 60%, ｨｮ0 008ｨｮ00ｨｨ0 ｨｪｨ ｨ ｨｪ 08ｨ 09ｨｪ ｨｨｨｬ0208ｨｪ06 65 %. 06ｨｰｨ ｨｬｨｨ080609ｨ ｨｪｨｨ02 06ｨ ｨｴ ｨｨ09ｨｺｨ ｨｰ02ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪｨｨ07, 0904ｨ 08ｨ ｨｪｨｪ0402 ｨｨ04 ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨｺ05ｨ 09ｨｰ0208ｨ, 06ｨ ｨｲ020ｨｨｨｪ0705ｨｨ09ｨｹ ｨｨｨｪ 0907ｨｨ0906ｨｺ ｨ ｨｪ02ｨｪｨｨ02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 ｨｪ06ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 05ｨ ｨｰ02ｨｬ ｨｨ09ｨｹ ｨ 05ｨｨ04ｨｺｨｨ ｨｬ040905ｨｮ ｨｪｨｨ07, ｨｪｨｪ0402 ｨｨ04 08ｨ 04ｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰ06ｨｦ ｨｹ06 ｨｨ ｨｹ040609ｨ ｨｰ0204ｨ ｨｮ08ｨｮ ｨ ｨｮ08ｨｮ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨ 08ｨｹ ｨｮ ｨｪ040 09ｨｨｨｪ06ｨｪｨｨｨｬ0609 (0 ｨｰ ﾂ 0706ｨｪ07ｨｰｨｨｨｦ), 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨｰｨｮ07ｨ ｨｰｨｹ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402, 09ｨｮｨ 09ｨｰｨ ｨｪｨｰｨｨ09ｨｨ080609ｨ ｨｪｨｪ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0402, ｨｨｨｬ02ｨｪｨｪ0402 ｨｨ 0005ｨ ｨｹｨｪ ﾂ02ｨｰｨ ｨｪｨｨ ｨ 080ｨｨ07 ｨｬ02030ｨｮ ｨｰ0208ｨｬｨｨｨｪｨ ｨｬｨｨ ｨｪ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨ 08ｨｪ ｨｰｨ ｨｰｨｹｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨ 08ｨ 04ｨｮ06ｨｰ0907 ｨｺ 09ｨｨ0ｨｮ ｨｪｨｨｨｬ ｨｰ02ｨｺ09ｨｰ060904ｨｬ ｨｬ, 04ｨ ｨｰ02ｨｬ ｨｬｨｨ08ｨｮ06ｨｰ ｨｨ09ｨｺ ｨ 08ｨ ｨ 0005ｨ 09ｨｪ ｨｺ08ｨｨ07ｨｰ ｨｨ ｨｪｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨｨｦ 0706ｨｪ07ｨｰｨｨｨｦ, ｨｰｨ ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｪｨｨ ｨｨ09ｨｺ ｨ 08ｨ 04ｨ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨ ｨ ｨｪ06 08ｨ ｨｪ0202 (09ｨｬ. 05ｨｰｨ 07 2, 07. 4). 02ｨｪ ｨｨｨｰ ｨｨ ｨ ｨｪｨｪ ｨｮ ﾂｨ 07, ｨｺ0605ｨｹｨｺｨｮ 0706ｨｪ07ｨｰｨｨ07 09 ｨｰ0204ｨ ｨｮ08ｨｮ ｨ 03ｨ 06ｨｰ ｨｬ06ｨｴｨｹ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｬ0603ｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ｨｺ 060ｨｪ ｨｪ ﾂ02ｨｰｨ ｨｪｨｨ ｨ 08ｨｪ ｨｰｨ ｨｰｨｹｨｨ ｨ 08ｨ ｨ ｨｪｨｪ06ｨｬ ｨｰ0204ｨ ｨｮ08ｨｮ ｨｰ090608ｨｰｨｨ080609ｨ ｨｪ04 09 ｨ 0500ｨ 09ｨｨｨｰｨｪ06ｨｬ ｨｺ , ｨ 03ｨ 06ｨｴｨｨ0 ｨｪｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨ ｨｪ07ｨｰｨｨｨｦ, ｨｨ 0706 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 0609ｨｪ ｨ 00ｨｬ02ｨｪｨｰ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 0708ｨｨ ｨｪ ｨｪｨｨ0302: ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｨ ｨｪｨ 0008ｨ ｨｪ 0906ｨｦｨｪ# ｨｪ 0906ｨｦｨｪ ｨ ｨｨ0502ｨｰ ｨｪｨ 060ｨｪ ｨｺ#08ｨ ｨ ｨｨ0502ｨｰ ｨ 0608ｨｹｨ 04ｨ 06ｨｰｨｬ02ｨｪ 08ｨ ｨ 09ｨｰ09#ｨ ｨ 0605ｨｨ02ｨｨ06ｨｪｨｨ04ｨｬ ｨ 09ｨｰｨｪ ｨｰｨ 09 08ｨ ｨ 06 ﾂ 09ｨｨ05# ｨ 09ｨｰｨｪ 0ｨｨ ｨｪ02ｨｨｨ 02ｨｨ ｨｪｨ ｨｪｨｨ 0909ｨｰ0802 ﾂ ｨｪｨ ｨｮ080609ｨｪ#0909ｨｰ0802 ﾂ ｨｪ ｨ ｨｪｨｨ ﾂ0209ｨｺ ｨｬｨｨ08#ｨｪ0203ｨｨ ｨｨ08060 ｨｪ020708ｨ 0906ｨｬ0208ｨｪ 002ｨｦ09ｨｰ09ｨｨ#ｨｪ020708ｨ 0906ｨｬ0208ｨｪ ｨｪｨｨ ｨｪ ｨｨｨｬ 09ｨｨ05# ｨｬｨ ｨｮｨ ｨｨｨｪｨｺ# ｨｨｨｪ02ｨｨ 00ｨｪ0209#090604ｨｬｨｮｨｴ02ｨｪｨｨ 00ｨｪ ｨｨ#ｨｰ020608ｨｨ ｨｪｨ ｨｪｨｨ 0006ｨｬｨｨ0502ｨｰｨｨｨｺ# ｨｪｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨｮ0909ｨｰ ｨｬ060002ｨｪｨｪ0609ｨｰ#060ｨｪ ｨｪ0609ｨｰ ｨ -0706ｨ 08ｨ ｨｰｨｨｨｬ# ｨｪ02ｨｪｨｪ ｨｮ0#09ｨｮ ｨ 0707ｨ 08ｨ ｨｰ#000609ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ ｨ 0707ｨ 08ｨ ｨｰ ｨ ｨ ｨｪｨｺ#000609ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ ｨ ｨ ｨｪｨｺ ｨｪｨｨ070, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 0907ｨｨ09ｨｺｨｮ ｨｰ02ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ, ｨｨ ｨｨ09ｨｺ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ04 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 0ｨ ｨｦ002ｨｪｨｪ ｨ 08ｨｪ ｨｨｨｪｨｨ ｨ ｨｬ02ｨｪ0705ｨｨ09ｨｹ ｨｪｨ 04ｨ 0005ｨ 09ｨｪ ｨｺ08ｨｨ07ｨｰ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, 06ｨ ﾂｨｨ09ｨ 07 09ｨｪ07ｨｰｨｨ02 09ｨｨｨｪ06ｨｪｨｨｨｬｨｨｨｨ ｨｨ09ｨｺ02 ｨｰ02ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ. 02ｨｰ ｨｰ090502ｨｪｨｨ ｨｪｨｨｨｦ ｨｨ050609ｨｹ ｨｨ09ｨ ｨｪｨｪ040 ｨｮ ｨｦ09ｨｰ09ｨｨｨｦ ｨｺ08ｨ ｨｴ02ｨｪｨｨ06 ｨｰ02ｨｺ09ｨｰｨ ｨｪｨｨｨｦ ｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｪｨｨｨｦ ｨｪ ｨｨｨｰｨｹ ｨｪｨ ｨｮ080609ｨｪ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｨ04-04ｨ ｨｰｨ ｨｪ060906ｨｺ , ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ ｨｪｨｨｨｦ ｨｨ ｨｪ02ｨｪｨｨｨｦ ｨｨ ｨｰ. 0., ｨｬ ｨ 09ｨｪｨｨ09ｨ 05ｨｨ ｨｪｨｨ070 ｨｰ0605ｨｹｨｺ06 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402 ｨｨ 09ｨｮｨ 09ｨｰｨ ｨｪｨｰｨｨ09ｨｨ080609ｨ ｨｪｨｪ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0402, ｨ 08ｨｨｨｰ0205ｨｹｨｪ ｨｰｨ 09ｨｨ09 05ｨｰｨｨ 0907ｨｨ09ｨｺｨｨ, ｨｮ ﾂｨｨ09 ｨｨ ｨ 0500ｨ 09ｨｨｨｰｨｮ ｨｨ 0904ｨ ｨｨ09 0ｨｮｨ 05ｨｨ ｨｪｨｨ07 09 ﾂｨｨｨｰｨ 05ｨｨ09ｨｹ ｨｰ ｨｰ0902ｨｪｨｪ04ｨｬｨｨ 0708ｨｨ ｨｪ06ｨｬ ｨｪｨｨｨｨ 060ｨｪ ｨｨ ｨｨ09ｨｺｨ ｨｮ0006ｨｦ ｨｮ0 ｨｰ ｨｰ0902ｨｪｨｪ ｨｪｨｨｨｦ 0904ｨ 08ｨ ｨ ｨｹ ｨｰ06, ｨｺ06ｨｰ ｨｪ0609ｨｰｨｹ ｨｨ ｨｮ ｨｪｨｨ02, ｨｨ05ｨｨ 0506ｨ 0602 ｨｨ04 ｨｪｨｨ0 ｨC ｨｨ 0907ｨｨ09ｨｺｨｨ, 0706 ｨｺ06ｨｰ060804ｨｬ ｨｨ050609ｨｹ 0908ｨ 09ｨｪ02ｨｪｨｨ02, ｨｮ 06ｨ 06ｨｨ ｨｪｨｨｨｦ ｨ 0ｨ 05ｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｺｨｨ ｨｪｨ ｨｪ06ｨｬ0208ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ04 ｨｺ06ｨｰ ｨ 0405ｨｨ ｨｨ ﾂ02ｨｪ ｨ 08ｨ ｨ 02ｨｬ ｨｪｨｨ07, 006ｨ ｨ ｨｨ09ｨｹ ｨｺ ｨｺｨ ｨｬ 0609ｨｰｨ ｨｪｨｪ ｨｪｨｨ07. 9

10 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰｨ ｨｰ080602ｨｪｨｨ02 ｨｨｨｰ ｨ ｨｪ ｨ ｨｰｨ. 02ｨ 04 ﾂｨｪ ｨｨ ｨｨ080609ｨ ｨｪｨｨｨｨ 06ｨｰ00205ｨｹｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0ｨ 06ｨｰ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 0903ｨ ｨｰｨｨ ｨ ｨｰｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 06ｨ ｨｲ02ｨｬｨ ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ. 020ｨｪｨ ｨｺ ｨｨ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨｪ ｨ ｨｰｨ ｨｪ0205ｨｹ ｨ 0ｨ ｨｰｨｹ 060ｨｨｨｪｨ ｨｺ060904ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨｮ03ｨｪ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ06 09ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 06ｨ ｨｲ02ｨｬ ｨｨ090060ｨｪ040 ｨｰ02ｨｺ09ｨｰ0609, ｨｪ06 ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ08 005ｨｨｨｪ ｨ ｨｰｨ 09 ｨｺｨｨ0506ｨ ｨ ｨｦｨｰｨ 0 (09 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ070 DUC 0708ｨｨｨｪ07ｨｰ ｨ 03ｨ ｨｰｨｹ ｨ 0), ｨｮ09ｨｰｨ ｨｪ0609ｨｨ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ ｨ ( 400ｨC ) ｨ ｨｰ ｨ 0605ｨｹ ｨ ｨｲ02ｨｬｨ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｹ040609ｨ ｨｰ0205ｨｨ ｨｰ06 ｨｪ02 ｨ ｨｮ0ｨｮｨｰ ﾂｨｨｨｰｨ ｨｰｨｹ ｨｺ06ｨｪ02ｨ ｨｬｨｨ080609ｨ ｨｪｨｨ07 06ｨｺ06ｨｪ ﾂｨ ｨｰ0205ｨｹｨｪ ｨｨ09ｨｺｨ ｨｪｨｨｨｦ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｰ ｨ ｨｲ02ｨｬ, ｨｨ ｨｨ 06ｨｪ ｨ 05 ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ ｨｪｨ - ﾂ02ｨｪｨｨ02, ｨｰ ｨｨ090060ｨｨ ｨ ｨｰ ｨｺ 05ｨｰｨ 07ｨｮ 3 ｨC 0904ｨ 0608ｨｮ ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ 09 ｨｪ060904ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ 06ｨｰｨ 0608ｨ. 0ｨ 0708ｨｨｨｬ0208, ｨｨ ｨ 0405 ｨｮ09ｨｰｨ ｨｪ ｨｪ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 09ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪｨｨｨｦ ｨ ｨｬｨｨ ｨ % 06ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ02, ｨｰ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 0904ｨ ｨｨ08ｨ ｨｮ06ｨｴｨｨｨｦ ｨ ｨｨ05ｨｹｨｪ04ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ ｨC 70% ｨｨ 09ｨｪ0609ｨ ｨｪ02 ｨｮ0ｨ 09ｨ ｨｹ 00609ｨｰｨｨ00ｨｪｨｮｨｰｨｹ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ ｨ ｨｲ02ｨｬｨ ｨ ｨｰｨ, ｨｨｨｰ0208ｨ 02ｨｨ ｨｰ ｨ 09ｨｹ 09 02ｨｴ02 ｨ ｨｨ05ｨｹｨｪ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ ｨｨ ｨｰ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ 0708ｨｨ ｨｺ08ｨｨｨｰ0208ｨｨｨｨ % ｨｬ0603ｨｪ ｨｮ- ﾂｨｨｨｰｨｹ ｨ ｨｰ, ｨ 06ｨｴｨｨｨｦ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ04ｨｦ 08ｨ 04ｨｬ ｨｪｨ ｨｺ06, ｨｺｨ ｨｺ ｨｮ0302 ｨ ｨｰｨｬ02 ﾂ02ｨｪ06, ｨｬ04 ｨｪ02 08ｨ ｨ 00ｨ 05ｨｨ ｨｨ090060ｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ, ﾂｨｰ06ｨ ｨｨｨｰｨｹ 05ｨｰ ｨｨ ﾂｨｪ ｨｨｨｰｨｹ, ﾂｨｰ ｨ ｨｪ ｨｮ ﾂｨ 070 ｨｬ0603ｨｪ ｨｰｨｨ ｨｨ080609ｨ ｨｪｨｨ02 ｨｮ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｰｨ, 04ｨ ｨｪ ﾂｨｨｨｰｨ ｨ ｨｪｨｨｨｦ. 020ｨｪｨ ｨｺ06 ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0904ｨ 0608ｨ 04ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ ｨｪ 06ｨｰ05ｨｨ ﾂｨ ｨｰｨｹ ｨｰ 0607ｨｨ09ｨ ｨｪｨｪ ｨｬｨｨ080609ｨ ｨｪｨｨ07 06ｨｺ06ｨｪ ﾂｨ ｨｰ0205ｨｹｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｰｨ ｨｪｨｨｨｺｨ 02ｨｰ 04ｨ 0ｨ ﾂｨ 08ｨ 0909ｨｰｨ ｨｪ0609ｨｺｨｨ ｨｪｨｨｨｦ, ｨ 03ｨ 06ｨｴｨｨ0 ｨｰ02ｨｬ04, ｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪｨｪ06ｨｦ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ. 0ｨ ｨｬｨｨ ｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ ｨｮ ﾂｨｨ09ｨ ｨｪｨｨ ｨｪｨｨｨｦ. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨC D i, ｨｰ02ｨｬ04 ｨC T j ｨ ｨｺｨ 03006ｨｬｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ D i ｨ ｨｮ002ｨｰ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｮ ﾂ02ｨｪｨｪ0602 ｨｬｨｪ ｨｰ0906 (0ｨ ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ ｨｨ09ｨｺ06ｨｬ) ｨ ｨｴｨｨ ｨｪ02ｨｬ ｨｰ02ｨｬ C i : C i =(T j, T j2,..., T jk ), 09 ｨｺ06ｨｰ060806ｨｬ ｨｰ02ｨｬ04 ｨｪｨ ｨｰ ｨｺ02 ｨｨ0 08ｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ02; ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ02ｨｬ ｨｨ09ｨｺ02 C i 06ｨ 0604ｨｪｨ ﾂｨｨｨｬ ﾂ n i. 08ｨ 03006ｨｦ ｨｰ02ｨｬ02 T j ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 0907ｨｨ0906ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｴｨｨ0 05ｨｰｨｮ ｨｰ02ｨｬｨｮ: K j = (D j, D j2,..., D jm ). 0ｨ ｨｰｨｨ08ｨｮ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ02 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 n i, ｨ ｨｮ ﾂｨ ｨｨｨｪｨ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨC ｨｺ02 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｮ- ﾂｨ 02ｨｬ ｨｮ ﾂ02ｨｪｨｪ04ｨｦ 0907ｨｨ0906ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609; 06ｨ 0604ｨｪｨ - ﾂｨｨｨｬ ﾂ S. 0ｨ ｨｨ09ｨｺｨ S 0904ｨ ｨｨ08ｨ 02ｨｬ ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ (07ｨｮ09ｨｰｨｹ 05ｨｰ06 ｨ ｨｮ002ｨｰ D ) ｨｨ ｨｨｨｬ ｨ ｨｰ ｨｰ02ｨｬ04 ｨｨ ｨｨ09ｨｺｨ C ｨｺ02 ｨｨ0 08ｨ ｨｪｨｨ07 09 ｨｪ02ｨｬ. 0ｨ ｨｺｨ 03006ｨｦ ｨｰ02ｨｬ04 ｨｨ ｨ 08ｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ D ｨｪｨ 0060ｨｨｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ04, 09 ｨｺ06ｨｰ ｨｰ0802- ﾂｨ 02ｨｰ0907 0ｨ ｨｪｨｪｨ 07 ｨｰ02ｨｬｨ. 02ｨ ｨｲ020ｨｨｨｪ0702ｨｬ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｪ 0907ｨｨ0906ｨｺ ｨｰｨｨ08ｨｮ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ06ｨｬ 0907ｨｨ09ｨｺ ｨｺ02 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｨ ｨｰ060802ｨｪｨｨｨｦ ｨｨ ｨｮｨ ｨｨ08ｨ 02ｨｬ 0ｨｮｨ 05ｨｨ. 0602ｨｬ 09ｨ ｨｬ04ｨｬ ｨｬ ｨｨｨｬ ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ, ｨｪｨ ｨｨｨ ｨ 05ｨｨ04ｨｺｨｨｨｬ 0706 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ D ｨｰ ｨｨ09ｨｺｨ ｨｨ09ｨｺ0506 ﾂｨ 02ｨｬ ｨｮ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ﾂ ｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ ｨｮ ﾂ02ｨｪｨｪ ｨｨ09ｨｺｨ ｨｨ, ｨｨ ｨｪｨ 0060ｨｨｨｬ ｨｰ02ｨｬ04, ｨｺ06ｨｰ ｨｴ02 ｨｪ ｨｰ0802 ﾂｨ 05ｨｨ09ｨｹ, ｨｰ ｨｨｨｬ ｨｨ ｨ ｨｰ ｨｺ02 08ｨ ｨｪｨｨ07 05ｨｰｨｨ0 ｨｰ02ｨｬ 09 ｨｨ090060ｨｪ06ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02. 0ｨ ｨｨｨｬ ｨｺ ｨｮ06ｨｴ02ｨｬｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ ｨｨ ｨｨ09ｨｺｨ S ｨｨ ｨｪ ｨｰ ｨｬ 03ｨ 00ｨｨ 2 ｨｨ ｨｬ04, ｨｨｨｬ ｨ ｨｰ ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ S, ｨｬ0603ｨｪ06 ｨｪｨ 0409ｨ ｨｰｨｹ ｨｰ02ｨｬｨ ｨｬｨｨ ｨｮ080609ｨｪ07, ｨ ｨｰ02ｨｬ04, ｨｨｨｬ0402 ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｴｨｨ0 ｨｰ02ｨｬ ｨｮ080609ｨｪ07, ｨC ｨｰ02ｨｬｨ ｨｬｨｨ 09ｨｰ ｨｮ080609ｨｪ ｨｨ ｨｰｨ ｨｺ06ｨｬ , ｨｪｨ 08070ｨｮ ｨｬ ｨ ｨｰ ｨｰ02ｨｬ ｨｮ080609ｨｪ ｨｺ02 ｨｨ0 08ｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ02, 00205ｨ 02ｨｰ ｨｨｨｪ 03ｨ ｨｮｨ ｨｨｨｪｨｮ, ﾂｨｰ06ｨ ｨ ｨ 09ｨｨｨｰｨｹ ｨｰ02ｨｬ04 09ｨｰ ｨｮ080609ｨｪ ｨｪｨ ｨｺ ｨｨ0302ｨｪｨｨ02 0ｨ ｨｮｨ ｨｹ ｨｪ ｨ 08ｨ 04ｨｪ06 ｨｨ04-04ｨ ｨｮ0ｨｮ00302ｨｪｨｨ ｨｪ0609ｨｰｨｨ ｨ ｨｰｨ ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ Builder 6 C++ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ ｨｨ080609ｨ ｨｪｨｨ07 ｨｪｨ ｨ 0608ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨ ｨｰ 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ ｨｰｨｹ ｨｺｨ ｨｺ 06ｨｰ00205ｨｹｨｪ04ｨｦ ｨｺ05ｨ 09ｨｰ0208, 0904ｨ 08ｨ ｨｪｨｪ04ｨｦ ｨｨ ｨｨ09ｨｺｨ, ｨｰｨ ｨｺ ｨｨ ｨｨｨｰｨｹ 07ｨ ｨｺ02ｨｰｨｪｨｮ06 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｺ05ｨ 09ｨｰ ｨｺｨ 03006ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｨ05ｨｨ 0908ｨ 04ｨｮ ｨｬ ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｨ09ｨｰ02ｨｬ02 ｨｬ0603ｨｪ06 ｨｪｨ 09ｨｰ08ｨ ｨｨ09ｨ ｨｰｨｹ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰｨ 0608ｨ ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｰ, 04ｨ 0ｨ 09ｨ ｨｰｨｹ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 06ｨ ｨｲ02ｨｬｨ ｨ ｨｰｨ, ｨｨｨｰｨｹ ｨｪｨｺｨｮ 0706ｨｺ0804ｨｰｨｨ ｨｨ00ｨｨｨｪｨ ｨｰ02ｨｺ09ｨｰ ﾂ02ｨｰｨ ｨｪｨｨ07ｨｬｨｨ ｨｨ ｨ ｨｰｨ, 09ｨｰ0806ｨｨｨｰｨｹ 0008ｨ 00ｨｨｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 005ｨｨｨｪ ｨ ｨｰｨ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｨ09ｨｰ02ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｪ0203ｨｪｨｨ ｨ ｨｬｨｬｨｪ0402 ｨｬ060ｨｮ05ｨｨ: ｨC ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 (08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺ 08ｨ 08ｨ ｨｬ ), ｨｺ06ｨｰ060804ｨｦ ｨ ｨ 04ｨｨ08ｨｮ02ｨｰ0907 ｨｪｨ 06ｨ 08ｨ ｨｰｨｪ06ｨｬ ｨ ｨｬ 06ｨ ｨｲ02ｨｬ06ｨｬ 70 ｨｰ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 020ｨｨｨｪｨｨ02 (0903) ｨｨ ｨ ｨｮ0302ｨ ｨｪ040 ｨｨ ｨｺ060806ｨｰｨｺｨｨ ｨ ｨｲ02ｨｬ06ｨｬ 5 ｨｰ ; ｨC 09ｨｨ09ｨｰ02ｨｬｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ07 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ 0802ｨｦ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ (08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺｨｨ 00506ｨ ｨｮ ｨｨ 08ｨ 08ｨ ｨｬ0609ｨ 0. 0.) ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 ｨｬ02ｨｰ060ｨ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｪｨ 0708ｨｨｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ # ｨ ｨｺ06ｨｬ 000ｨｨｨｨｨｰ04 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ03, 06ｨｰｨｪ060907ｨｴ ｨｺ 0006ｨ 04 ﾂｨｪ06ｨｦ ｨｪ ｨ 09ｨｰ ｨｨｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 05ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 06ｨ ｨｲ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰｨ ｨｰ 50,5 08ｨ. 00 ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 0405ｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ ｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｨ ｨｬｨｨ080609ｨ ｨｪ04 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ 08ｨｨ. 0ｨ 08ｨｨ ｨｨ09060ｨｨｨｰ ｨｰｨ ｨｪｨｪ04ｨｦ 0706 ｨｰ02ｨｺ09ｨｰｨｮ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨ 08ｨｹ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ (09 ﾂｨ 09ｨｰ06ｨｰ06ｨｦ f >= 2) 060ｨｪ ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ, ｨ ｨｪｨ 08ｨｨ09. 3 ｨC ｨｨ090060ｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ, 09 ｨｺ06ｨｰ060806ｨｬ ｨ 06ｨｺ ｨｺｨ ｨｪｨｨ07 ｨｮｨｺｨ 04ｨ ｨｪ ｨ ｨｪｨｨｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｨ09ｨ ｨｪｨｪ04ｨｬ (09ｨｬ. 05ｨｰｨ 07 3) ｨ ｨｨｨｰｨｬ06ｨｬ ﾂｨｨｨｰｨ 02ｨｬ, ｨｪｨ 0708ｨｨｨｬ0208,

11 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨ 09-09ｨ ｨｨ08ｨ ｨｺ 2 ｨｪｨ 09ｨｨ05ｨｨ ｨｨ ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ ｨ 2 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ04ｨｦ 05ｨｨ ｨ ｨ 000ｨ ｨｬ0208ｨｰｨｹ 3 04ｨ 0709ｨｨ ｨｰ0605ｨｺｨｪ060902ｨｪｨｨ ｨｪ ｨｹｨｪｨｨｨｺ 2 03ｨｨｨｨｨｰ 2 ｨ ｨｮ03 04ｨｨ ﾁｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨ 08ｨｹ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｪｨｨ ｨｰ02ｨｺ09ｨｰ ｨｪｨｨ ｨｰ0802ｨｰｨｨ050609ｨｹ ｨ ( , 0003ｨｨｨｨｨｰ060903, 00ｨ 09-09ｨ 008ｨ 03) ｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07 (00ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ090703, 0008ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ04ｨｬ 05ｨｨ ｨｬ03) ｨｨ ｨ 0807, ｨ ｨｴ ﾂｨ 09ｨｰ06ｨｰ06ｨｦ f >= ｨｪｨｨ ｨｰ0907 ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ ﾂｨ 09ｨｰ06ｨｰ ｨｨ ｨｨ ｨｪｨｨｨｦ ﾂｨ 09ｨｰ06ｨｰ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ﾂ02ｨｰｨ ｨｪｨｨｨｨ, ｨｰ ｨｪｨ ｨｨｨｬ0208ｨ ｨC *3 + 2*2 = ｨｺ08ｨｨｨｰ0208ｨｨ06 06ｨｰｨ 0608ｨ ｨｪｨｨｨｦ ( , 05ｨｰｨ 07 3) ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｪ04ｨｦ ｨ ｨｰ ｨｨｨｰ ｨｰ08ｨｨ ｨｪｨｨ ｨ ｨｬｨｨ 24 ｨｨ ｨ 0605ｨｹ0302 ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ04ｨｬ 05ｨｨ ｨｬ ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 03ｨｨｨｨｨｰ ｨｺｨｰｨ 006ｨｦ ｨ 09-09ｨ 008ｨ. 009ｨ 000ｨ ｨｨ ｨｰ06 ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｮ05ｨｨ ﾂｨｪ04ｨｬｨｨ 09ｨｰ0605ｨｺｨｪ060902ｨｪｨｨ07ｨｬｨｨ ｨｬ02030ｨｮ 06ｨｺｨｺｨｮ07ｨ 02ｨｨ06ｨｪｨｪ04ｨｬｨｨ 09ｨｨ05ｨ ｨｬｨｨ ｨｨ 09ｨｰ060806ｨｪｨｪｨｨｨｺｨ ｨｬｨｨ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｨ00208ｨ ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 ｨｬｨｮ09ｨｮ05ｨｹｨｬｨ ｨｪ-03ｨｨｨｨｨｰ ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ, 0503ｨ ｨ ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ06 05ｨｰ ﾂ ｨｺｨ ｨｨ002ｨｪｨｰ 0503ｨ ｨｮ03 04ｨ 0709ｨｨ05, ﾂｨｰ06 ｨ 09-09ｨ 008 ｨ ｨｰ ｨｰｨｨ09 002ｨｬ06ｨｺ08ｨ ｨｰｨｨｨｨ ｨｨ 00205ｨ 02ｨｰ 09ｨｰｨ 09ｨｺｨｮ ｨｪｨ ｨｪｨ 09ｨｨ05ｨｨ ｨｰ ｨｬ07 09ｨｮ03 ｨｮｨｺｨ 04ｨ 05, ﾂｨｰ ｨ ｨｪ02ｨｬｨｮ ｨｪｨ ｨｬ020802ｨｪ ｨ ｨｰｨｹ 0905ｨ 09ｨｰｨｹ ｨ ｨｺ ｨ 0705ｨ ｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｺ ｨC ｨｺ 30 ｨｨ06ｨｪ ｨ 09ｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺ06ｨｦ ｨ 0ｨｬｨｨｨｪｨｨ09ｨｰ08ｨ 02ｨｨｨｨ ｨ ｨｺ ｨｬ ｨ 09ｨｨｨｪｨｨ ｨｺｨｰｨ 0ｨｮ ｨ 09-09ｨ 008ｨ 09 ｨ ｨ ｨｺ06ｨｪｨｨｨｨ ｨｪ ｨｹｨｪｨｨｨｺ 09ｨｰｨ 0506 ｨｨ ｨｰｨｪ06, ﾂｨｰ06 ｨｮ0302 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｬ ｨｰ06ｨｬｨｮ ｨｪｨ 04ｨ 0 ｨ ｨ ｨｪ ｨｪｨ ｨ ｨｰ ｨ 0909ｨ 008ｨ ｨｨ 09 ｨｮｨ ｨｨｨｦ09ｨｰ0906ｨｬ 008ｨｮ ｨｨｨｨｨｰ09ｨｺ ｨｨ00208ｨ 09 ｨ ｨ ｨｺ06ｨｪ0202 ｨｬｨｨｨｪｨｮ090302ｨｦ ｨｪ ｨｨ 0006ｨｺｨｰｨ 0ｨ ｨ 09-09ｨ ｨｨ0409ｨ ｨｨ0 020ｨｨｨｪ06ｨｬ ｨｪｨｪｨｨｨｺ0609 ｨｺ ｨ ｨｺｨｰｨｨ09ｨｪ06ｨｬｨｮ ｨｰｨｨ090502ｨｪｨｨ06 06ｨｺｨｺｨｮ07ｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0906ｨｦ09ｨｺｨ ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ06 ﾂ02ｨｪｨｪ040 09ｨｰ0605ｨｺｨｪ060902ｨｪｨｨｨｦ 09 09ｨ 000ｨ 002, 09ｨ ｨｨ ｨｮ00ｨｨ ｨ ｨｪｨｨ02 0ｨｪｨｨ ｨｨｨ 05ｨｨ ｨｮ ｨｺ ｨｨ08ｨ ｨｺ ｨｨ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ ｨｪ ｨｹｨｪｨｨｨｺ 0902 ﾂ020806ｨｬ ｨｰ06 ﾂ02ｨｪｨｪ0402 ｨｮ05ｨｨ ﾂｨｪ0402 ｨ 06ｨｨ 09 09ｨ 000ｨ ｨ 05ｨｨ09ｨｹ ｨｪ002ｨｪｨｰ04 ｨ 0002ｨｪｨｰ09ｨｰ09ｨ 0808ｨ ｨｪ ｨ ｨｴｨ 06ｨｰ, ﾂｨｰ ｨｪｨｰ08ｨ 05ｨｹｨｪ ｨ ｨｦ06ｨｪ ｨ 0906ｨｰ080709ｨ 05ｨｨ ｨｬ06ｨｴｨｪ ｨ ｨｬ 0006ｨｺｨｰｨ 0ｨ ｨ 09-09ｨ ｨｪ ｨｹｨｪｨｨｨｺ 04ｨ 0709ｨｨ05, ﾂｨｰ06 06ｨｪ ｨｪｨ ｨｬ020802ｨｪ ｨｨ ｨｹ ｨ ｨｰｨｹ ｨｰｨｨ09 06ｨｺｨｺｨｮ07ｨ 02ｨｨｨｨ 0608ｨ ｨｺｨ ｨ ｨｪｨｨｨｨ, ｨ ｨｪｨｪ06ｨｬ 0706 ｨｺｨ ｨｪｨ 05ｨｮ ｨ 08ｨ ｨ 09ｨｺ06ｨｦ ｨｰ020502ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ ｨｹ-003ｨ 04ｨｨ08ｨ 03, ｨ 09-09ｨ ｨ 0709ｨｨ05: ｨｪ02 ｨ 06ｨｨｨｬ ｨｬ0208ｨｰｨｨ, ｨｪｨ 09 ﾂ0209ｨｰｨｹ 0708ｨｨｨｪ07ｨｰｨｹ ｨｬｨｮ ﾂ02ｨｪｨｨ ﾂ0209ｨｺｨｮ06 09ｨｬ0208ｨｰｨｹ 0906 ｨｨｨｬ ｨ 0ｨ ｨｪ 06ｨｰ ｨｨ ｨｮ00609ｨｪ ｨｨ00208ｨ 03ｨｨｨｨｨｰ ｨ ｨｺｨ ｨ 07ｨｰ ｨｨ09ｨｰｨ ｨｪｨｨ 06ｨｰｨｺｨ 04ｨ ｨｰｨｹ ｨｰ ｨｪｨ 09ｨｨ05ｨｨ07. 04ｨｨ ｨｺ09ｨｰ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07 ｨｨ04 ｨｺ05ｨ 09ｨｰ0208ｨ #0 000ｨｨｨｨｨｰ04 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ03 08ｨｪｨ ｨｨ ﾂｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｨ ｨｰｨ 05ｨｹｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ04 ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨ07 ｨｨ ｨｪ ｨ ｨｴｨｨｨｦ 0907ｨｨ0906ｨｺ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 05ｨｰ ｨｬｨ 0909ｨｨ09ｨ ｨｬ06ｨｴｨｹ06 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, ｨ 0802ｨｦ 06ｨ ｨｰ0609 ｨｨ 09ｨｰ , ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ07 ｨ 05ｨｨ04ｨｺｨｨ ｨｬ040905ｨｮ ｨｪｨｨｨｦ, 08ｨ ｨｪｨｨ07 ｨ ｨｪｨ ｨ ｨｮ ﾂ02ｨｪ 06ｨｺ06ｨｪ ﾂｨ ｨｰ0205ｨｹｨｪ04ｨｦ 0907ｨｨ0906ｨｺ ｨｪｨｨｨｦ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ (08ｨｨ09. 4). 0602ｨｺ09ｨｰ ｨ ｨｰｨ ｨｪ ｨｪｨ ｨ 0506ｨｺｨｨ, ｨ 09ｨ ｨｮｨｺｨ 04ｨ ｨｪ ｨｪ06ｨｬ0208, 0706 ｨｺ06ｨｰ060806ｨｬｨｮ 09 ｨｰｨ ｨ 05ｨｨ ｨｺ ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ04, ｨｨｨｬ0206ｨｴｨｨ02 ｨｰ ｨｰ02ｨｬ ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨ ｨ 05ｨｨ ｨｺ 0708ｨｨ09060ｨｨｨｰ0907 ｨｪｨ 08ｨｨ ｨ 06ｨｰ ﾂｨｪ ｨｺ ｨｮｨｺｨ 04ｨ ｨｪ ｨｪ06ｨｬ0208 ｨ 0506ｨｺｨ ｨ ｨｰｨ ｨｪｨｺｨｨ 08ｨ ｨ 06ｨｰ04 ｨｬ02ｨｰ060ｨ 0004 ｨｨ ｨ 05ｨｨ ｨｰ0605ｨｹｨｺ ｨｪｨｺｨｮ ｨｪ06ｨｰ ｨ ｨｪｨｨ ｨ ｨｰｨ, ｨｰ. 02. ｨｺｨ ｨｺ06ｨｦ ｨｪｨｰ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ, ｨｨｨｬ0206ｨｴ02ｨｦ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｺ05ｨ 09ｨｰ0208ｨ, ｨ 0ｨ 02ｨｰ ｨ ｨｰ ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ050609ｨｹ ｨｬ ｨｰ0802ｨｬ ｨｨ090060ｨｪ04ｨｬ ｨｺ ｨｺ02ｨｨ07ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 09ｨｹ 09ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｬ ｨ ｨｰ06ｨｬ, ｨ 0302ｨｪｨｪｨ ｨｪｨｰｨ ｨｰ060ｨｨｨｺｨ ｨｪｨｺｨｨ 04ｨ ｨｺ0506 ﾂｨ 05ｨ 09ｨｹ ｨｮ06ｨｴ02ｨｬ: ｨｰ02ｨｺ09ｨｰｨｮ ｨ ｨｰｨ ｨｰｨ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨ 08ｨｹ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨ ｨｨｨｰｨｬ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｺ06ｨｰ ｨｨ09ｨ ｨｪ , 05ｨｰｨ ﾂｨｨｨｰ0409ｨ 05ｨｨ09ｨｹ ｨ 08ｨｪ ｨｨｨｪｨｨ ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0706 ｨｰｨ ｨｺ06ｨｬｨｮ 0302 ｨｬ02ｨｰ060ｨｮ ｨｰｨ ｨ 08ｨｹ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨｨ 0904ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨ 08ｨｪ ｨｨｨｪｨｨ ﾂｨ 09ｨｰ06ｨｰ06ｨｦ f> = ｨｮ09ｨｰｨｹ i ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｺ05ｨ 09ｨｰ0208ｨ c i ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 002ｨｪｨｨｨｦ ｨ 08ｨｪ ｨｨｨｪｨｨ ｨ 06ｨｨ ｨ 08070, k i ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08ｨｪ ｨｨｨｪｨｨ02 09 ﾂｨ 09ｨｰ06ｨｰ06ｨｦ f > = ｨ 0802, ｨｰｨ ｨｪｨｪ06ｨｬ 0706 ｨｰ02ｨｺ09ｨｰｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ, p i ｨC 09ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｰ06ｨｬ, n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｨｨｬ ci p i = k () i =,..., n ｨｺ05ｨ 09ｨｰ0208ｨ 09ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 P ｨｨｨｬ ｨｬｨｮ0502: i= ki P = 00 (2) n 0604 ｨｰｨ ｨ 05. ｨｨ 08ｨｨ09. 6, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ ｨｨ ﾂｨｨｨｪｨｮ p ｨｰ08020 ｨｨ090060ｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ 0ｨ ｨｪｨｪ040, 09ｨｨ0ｨｪ06, ﾂｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 ｨｪｨ 0060ｨｨｨｰ ｨｨｨｪｨｰ020809ｨ ｨC90 %, 060ｨｪｨ ｨｺ ﾂ02ｨｰ ｨｺ05ｨ 09ｨｰ ｨｨ ｨｪｨ ｨ ｨｪｨ ｨｬ02ｨｪｨｹ %. 0306ｨｺ0804ｨｰｨｨ % ｨｨｨｬ0206ｨｰ 73 % ｨｺ05ｨ 09ｨｰ ｨｪｨ ｨ 0608ｨ ｨ , 64 % ｨｺ05ｨ 09ｨｰ ｨ 04 ﾂｨｪ06ｨｦ ｨｪ ｨｨ03 ｨｨ 68 % ｨｺ05ｨ 09ｨｰ ｨｨ 00209ｨ 080ｨｪｨ ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ ｨｰ08020 ｨｺ ｨｺ02ｨｨｨｦ ｨｮ ｨｪ02ｨｪｨｪｨ ｨｨ ﾂｨｨｨｪｨ 0706ｨｺ0804ｨｰｨｨ07 08ｨ 09ｨｪｨ 80%. 05ｨ ｨｬ04ｨｦ ｨｪｨｨ04ｨｺｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｺ0804ｨｰｨｨ ｨｮ ﾂ02ｨｪ ｨｺ05ｨ 09ｨｰ #878 ( ｨ ) ｨC 47,6 % ｨｨ #735 (0002ｨ 04 ﾂｨｪｨ 07 ｨｪ ) ｨC 52,4 %. 00 % ｨｺ0804ｨｰｨｨ ｨｮ ﾂ02ｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ #940 ( ｨ ). 0ｨ ｨｬｨｨ ｨ ｨｪ ｨ ｨｪｨ 05ｨｨ04 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｺ05ｨ 09ｨｰ , ｨｨｨｬ0206ｨｴｨｨ0 09ｨ ｨｬ0402 ｨｪｨｨ04ｨｺｨｨ02 ｨｨ 09ｨ ｨｬ ｨｺｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ. i n ci ﾆ

12 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｰ ｨｪ ｨｰｨｪ ｨｰｨ : ｨ ｨｴ02ｨｪｨｨｨｦｨC34 0ｨｨｨｨｨｰ04 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ 0306 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ02ｨ ｨｬ 09ｨｰ ｨｨ 0706ｨｺｨ 05ｨｨ03ｨｹ 09ｨｰ060806ｨｪｨｪｨｨｨｺｨｨ ｨｰｨｪ ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ, 03ｨｨｨｨｨｰ09ｨｺ ｨｴ02ｨｪｨｪ060905ｨｮ- ｨC> 03ｨｨｨｰ ｨｨ 0904ｨｪｨ 0ｨｮ00609ｨｪ ｨｨ00208ｨ ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 03ｨｨｨｨｨｰ ｨｨｨｺ ｨ 07ｨｰ ｨ ｨｬｨｬ020ｨ ｨ 09-09ｨ 008ｨ, ｨｮｨ ｨｨｨｰ ｨｮ ｨｨｨｺｨ 04ｨｮ 05ｨ 00ｨ ｨｬｨ 09ｨｮ0902ｨｦｨｪｨ. 08ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ ｨｦ09ｨｺｨ ｨ ｨｺ ｨｰｨｮ07ｨｨ05ｨｨ 09 09ｨ ｨｬ0402 ｨｰ ｨ 06ｨｨ 04ｨ ｨｬ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨｦｨｪ ｨ ｨｺ02. ｨC> ｨｨ ｨｪｨ ｨｺｨ ｨｪｨｮｨｪ ｨｦｨｪ04 ｨｨ 0908ｨ 04ｨｮ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ07 ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 ｨｪｨ ｨｨ0ｨｮ003ｨｨｨｬ ｨｪｨ 08ｨｨ02ｨｬ 08ｨ 0409ｨｨｨｰｨｨ ｨ 04ｨｰｨｨｨｦ ｨC> ｨ ｨｺ02 09ｨｰｨ ｨｪ02ｨｰ 0906ｨｦｨｪｨ ｨｬ02030ｨｮ 09ｨｮｨｪｨｪｨｨｨｰｨ ｨｬｨｨ ｨｨ 03ｨｨｨｨｨｰｨ ｨｬｨｨ, ｨｰ06 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ0204 ｨｪｨ ｨｪ07ｨｺｨ ｨｪｨ 0409ｨ 05ｨｨ ｨ 04 05ｨｰ06ｨｰ 09ｨ 08ｨｨｨ ｨｪｨｰ 00ｨｪｨ ｨｨｨｬ02ｨｪｨｹ03ｨｨｨｬ ｨｨ ｨ ｨｰ08ｨｨ ｨｬ ｨ ｨ 0705ｨ ｨｪｨｨ080609ｨ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ07 09ｨｮ ｨｪｨｨｨｰ02ｨｰｨ ｨｨ08ｨ ｨｺ09ｨｺ06ｨｬｨｮ ｨｪｨ 08060ｨｮ, 09ｨｨｨｰｨｮｨ 02ｨｨ ｨ ｨｺ ｨC> 4 03ｨ 02ｨｰ 06ｨ 0609ｨｰ0807ｨｰｨｹ ｨｪｨ ｨｰ ｨｬ06ｨｺ08ｨ ｨｰ 06009ｨ ｨｪｨｪ020ｨｨ, ｨｰｨ 09ｨｨｨｰ0205ｨｹ 09ｨ ｨｬ ｨｨ07ｨｰ0205ｨｹｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｺ05ｨ ｨｪｨ ｨ, ｨｰｨｮ07ｨ 07 ｨC> ｨｺ02ｨｨ02ｨｦ ｨｮｨｺｨｨｨｪ0009 ｨｨｨｪ09ｨｰｨｨｨｰｨｹ0603ｨｨｨｪ03, 06ｨ 08ｨ ｨｰｨｨ ｨｺｨｨｨｬ 04ｨ ｨｪｨｨ02ｨｬ 09 ｨ ｨ 09ｨｮ03ｨ ｨ ｨｺ ｨC 05ｨｰ06 00ｨｹ02ｨｰｨｪｨ ｨｬ 09ｨｮ03ｨ -ｨｬ05ｨ , ｨC 09ｨｺｨ 04ｨ ｨｪｨｪ020ｨｨ, 06ｨ 09ｨｨｨｪｨｨ09 ｨｰｨ ｨｺ ｨｦ09ｨｰ09ｨｮ06ｨｴ ｨｨ002ｨｪｨｰｨ 0503ｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06, 00ｨｪｨ ﾂｨ ｨｦｨｪｨｮ ｨ ｨｺ ｨ 05ｨｹ03ｨｨ0904ｨｬ ｨｬ, 06ｨｪ 06ｨｰ090502ｨｺ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｪｨ 02ｨｨｨｨ 06ｨｰ ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 0906ｨｦｨｪ04 09 ｨｰ ｨｨ04ｨｬ06ｨｬ03. 0ｨ ｨｰ020808ｨｨｨｰ0608ｨｨ070, ｨｪｨ ｨｪｨｪ040 03ｨｨｨｨｨｰｨ ｨｬｨｨ, ｨｮ0302 ｨｰ0802ｨｰｨｨｨｦ 002ｨｪｨｹ ｨ 02ｨｰ ｨｰｨｨ090609ｨｰ0607ｨｪｨｨ02 ｨｺ06ｨ 05ｨｨ02ｨｨ06ｨｪｨｪ040 09ｨｨ05 ｨC> 6 ｨｨ 09ｨｰ060806ｨｪｨｪｨｨｨｺ0609 ｨｨｨｬｨ ｨｬｨ 0006ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ, 05ｨｨ00208ｨ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ06ｨｦ 0008ｨｮ0707ｨｨ080609ｨｺｨｨ ｨｬｨｨ07 00ｨ 00ｨｨ ｨ ｨ ｨｺ02 ｨｬ02030ｨｮ 03ｨｨｨｨｨｰ09ｨｺｨｨｨｬｨｨ ｨ ｨｨｨｺｨ ｨｬｨｨ ｨｨ 06ｨｺｨｺｨｮ07ｨ 02ｨｨ06ｨｪｨｪ04ｨｬｨｨ 0906ｨｦ09ｨｺｨ ｨｬｨｨ, 04ｨ ｨｪｨｨ ｨｮｨｰ06ｨｺ ｨC> ｨｨｨ 05ｨｨ 25 ﾂ ｨｺ ｨｨ ｨ ｨｮ ﾂｨｨ05ｨｨ 08ｨ ｨｪ02ｨｪｨｨ ｨｨ ｨｰ06 ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｮ05ｨｨ ﾂｨｪ04ｨｬｨｨ 09ｨｰ0605ｨｺｨｪ060902ｨｪｨｨ07ｨｬｨｨ ｨｬ02030ｨｮ 06ｨｺｨｺｨｮ07ｨ 02ｨｨ06ｨｪｨｪ04ｨｬｨｨ 09ｨｨ05ｨ ｨｬｨｨ ｨｨ 09ｨｰ060806ｨｪｨｪｨｨｨｺｨ ｨｬｨｨ 08ｨ 0ｨｨ- ｨC> 8 ｨｺｨ 05ｨｹｨｪ ｨｨ00208ｨ ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 ｨｬｨｮ09ｨｮ05ｨｹｨｬｨ ｨｪ-03ｨｨｨｨｨｰ ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ, 0503ｨ ｨ ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ06 05ｨｰ ﾂ ｨｺｨ. 05ｨｰ060806ｨｪｨｪｨｨｨｺｨｨ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｮ00609ｨｪ ｨｨ00208ｨ 03ｨｨｨｨｨｰ ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨ ｨｰ ｨC> 9 ｨ ｨｪｨｰｨｨ09ｨ 00ｨ ｨｬ060909ｨｺ06ｨｦ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ, ｨ 02ｨｰ reuters. 02ｨ 05ｨｰ06ｨｬ ｨ ｨ ｨｪ ｨｬ06ｨｴｨｪｨｨｨｺ06ｨｬ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｨｨｨｨｰ09ｨｺ ｨｨ00208ｨ 0006ｨｺｨｰｨ 0ｨ ｨ 05ｨｹ-09ｨ 008ｨ ｨｪｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ, ｨｬｨｮ06 ｨｰ08ｨ ｨｪ ｨｨ06 ｨｺ06ｨｰ060806ｨｦ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｰ020502ｨｺｨ ｨｪｨ 05, 0708ｨｨｨｪｨ ｨ ｨｴｨｨｨｦ 0008ｨｮ0707ｨｨ080609ｨｺ ｨｨ04ｨ ｨ 0505ｨ ｨｰｨ ｨｪｨｨ02 09ｨｰ060806ｨｪｨｪｨｨｨｺ ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｨｨｨｨｰ09ｨｺ ｨｨ00208ｨ 0006ｨｺｨｰｨ 0ｨ ｨ 05ｨｹ-09ｨ 008ｨ ｨ ｨｮ002ｨｰ ｨ ｨｰｨｹ0907, 0706ｨｺｨ 06ｨｺｨｺｨｮ07ｨ - ｨC> 0 02ｨｨ06ｨｪｨｪ ｨｦ09ｨｺｨ ｨｪ02 ｨｮｨｦ0ｨｮｨｰ ｨｨ04 ｨｪｨ ｨｪｨｪ040 07ｨｮｨｪｨｺｨｰ0609 ｨｨ ｨｪ ｨ 06007ｨｰ ｨｪｨｪ040, 09ｨｺｨ 04ｨ ｨｨｨｪ ｨｨ ｨｬ06ｨｴｨｪｨｨｨｺ0609 ｨ 05ｨｹ09ｨ 008ｨ 08ｨ ｨｨ09 ｨ 05ｨｹ-0ｨ 04ｨ 05ｨｨ ｨｪｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ, ｨ ｨｴｨ 02ｨｰ ｨ 0002ｨｪｨｰ09ｨｰ0906 reuters ｨ ｨｴ02ｨｪｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨ ｨｺｨｨ ｨ ｨｺ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｦ09ｨｺ ｨｨ05ｨｨ09ｨｹ ｨｪｨ ｨｰ0802ｨｰｨｨｨｦ 002ｨｪｨｹ ｨ ｨｺ02ｨｨｨｦ ｨｰ0209- ｨC> ｨｰｨ, ｨ ｨｪｨｨ040609ｨ ｨｪｨｪ040 09ｨｰ060806ｨｪｨｪｨｨｨｺｨ ｨｬｨｨ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｮ00609ｨｪ ｨｨ00208ｨ 03ｨｨｨｨｨｰ ｨｮｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ ｨｨ ｨｪｨ 0708ｨ ｨｪｨｪ ｨｰｨｨ ｨｦ09ｨｺ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ. 5 ｨ ｨｨ08ｨ ｨｺ09ｨｺｨｨ ｨ 09ｨｰｨｨ 09040ｨ 05ｨｨ ｨｪｨ ｨ ｨｰ 08ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ ｨｨ00208ｨ 03ｨｨｨｨｨｰ ｨｺｨｰｨ 004 ｨ 09-09ｨ 008ｨ, ｨ - ｨC> 2 02ｨｬ ｨｨ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ ｨｺ ｨｮｨ ｨｨｨｦ09ｨｰ09ｨｮ 008ｨｮ ｨｨｨｨｨｰ09ｨｺ ｨｨ00208ｨ. 02ｨｮ00609ｨｪｨｨｨｦ 05ｨｨ00208 ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 03ｨｨｨｨｨｰ0609 ｨ 07ｨｰ060505ｨ 0805ｨｨ ｨ 09-09ｨｨ09ｨｰｨ ｨｪｨｨ ｨｺ08ｨｨｨｰｨｨｨｺ02 002ｨｦ09ｨｰ09ｨｨ07 ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ ｨｪｨｨ0 ｨC> 3 09ｨｰ0605ｨｺｨｪ060902ｨｪｨｨ ｨｮ0302ｨｪｨｪ04ｨｬｨｨ 03ｨｨｨｨｨｰ09ｨｺｨｨｨｬｨｨ 06ｨｰ08070ｨ ｨｬｨｨ ｨｨ 0708ｨｨ0409ｨ 05 06ｨ 02 09ｨｰ060806ｨｪ04 ｨｺ ｨｺ06ｨｦ09ｨｰ09ｨｨ06. 04ｨｨ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰｨ ｨｪ ｨｰｨｪ ｨｰｨ ｨｨ 09 03ｨｨｨｨｨｰｨ ｨｬｨｨ: ｨ ｨｺ ｨｨｨ ｨｬ ｨｨ 66 ｨｨ08ｨ ｨｺ020209#grani.ru/Politics/World/Iraq/m.6638.html#0008ｨ ｨｪｨｨ.08ｨｮ 00 09ｨ 000ｨ 002 ｨｪ ｨｺ08ｨ ｨｴｨ 06ｨｰ ｨｰ0605ｨｺｨｪ060902ｨｪｨｨ07# 0ｨｨ06_ ｨ 060ｨ 03 ﾁｨｨ ｨｨｨ 03ｨｨ ｨ ｨｺ02 04ｨ ｨｪｨｨ ｨｮｨｰ06ｨｺ 00609ｨｰｨｨ ﾂ ｨｺ# ｨ ｨｺ ｨ ｨｬｨ 0ｨｨ 0706 ｨｬ02ｨｪｨｹ0302ｨｦ ｨｬ ｨｪｨｪ060905ｨｮ03ｨ ｨｴｨｨ ｨｨｨ 05ｨｨ 09 ｨ ｨｬ0209ｨｰｨｪ04ｨｬｨｨ 06ｨｰ08070ｨ ｨｬｨｨ, ｨC ｨ ｨｴｨｨ ｨｰｨ 09ｨｨｨｰ0205ｨｹ 0302ｨｪｨｰｨ 0006ｨｪｨ # 0ｨｨ06_ ｨ 060ｨ ｨ ｨｺ02 ｨｮｨ ｨｨｨｰ04 4 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ0 ｨｬ060809ｨｺｨｨ ｨｰｨｨｨｪ02ｨ #lenta.ru/iraq/2004/04/06/italian/#lenta.ru 2 ｨｬ060809ｨｺｨｨ ｨｰｨｨｨｪ ｨｮｨ ｨｨｨｰ ｨ ｨｬｨ 0ｨｨ#lenta.ru/iraq/2004/04/07/ramadi/#lenta.ru 0ｨｨｨｨｨｰ09ｨｺｨｨｨｦ 05ｨｨ ｨｮｨｺｨｰｨ 0ｨ ｨ 09-05ｨ ｨｨ040409ｨ 02ｨｰ ｨ ｨｰｨｹ ｨｰｨ ｨｪｨｨ02#izv.info/world/news79825#ｨｨ ｨｰｨｨ ｨ 0605ｨｹ0302 ｨｪ02 ｨｪｨ ｨｬ020802ｨｪ04 ｨｬｨｨ08ｨｨｨｰｨｹ ｨ 0ｨｨｨｺｨ 05ｨｹｨｪ04ｨｬ 05ｨｨ ｨｬ ｨｨ08ｨ ｨｺ09ｨｺｨｨ0 03ｨｨｨｨｨｰ ｨｺｨｰｨ 006ｨｦ ｨ 09-05ｨ 008ｨ # world.de/russian/0,3367,2207_w_63540,00.html#dw-world 9 0ｨｨｨｨｨｰ04 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ#lenta.ru/iraq/2004/04/07/crash/#lenta.ru 0608ｨ ｨｺ09ｨｺｨｨ02 03ｨｨｨｨｨｰ04 04ｨ 009ｨ ｨｰｨｨ05ｨｨ ｨｪ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ# 0ｨｨｨｨｨｰ04: ｨｨ ｨｪ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨ ｨｰ ｨｺ06ｨ 05ｨｨ02ｨｨｨｨ#grani.ru/Politics/World/Iraq/m html#0008ｨ ｨｪｨｨ.08ｨｮ 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ ｨｺ ｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨ, 09 ｨｺ06ｨｰ ｨｰ08ｨ 0302ｨｪ04 060ｨｪｨｨ ｨｨ ｨｰ ｨｰ02ｨｬ04 2

13 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨ ｨ 05ｨｨ02ｨ ｨｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ ｨｨｨｪｨ ｨｺ060906ｨｦ 09ｨｰ020702ｨｪｨｹ ｨｺ0804ｨｰｨｨ07 0ｨ ｨ ｨ ｨｪｨｪ040 % 0706ｨｺ0804ｨｰｨｨ07 45ｨC50 50ｨC60 60ｨC70 70ｨC80 80ｨC90 90ｨC ｨ 04 ﾂｨｪｨ 07 ｨｪ ｨ 080ｨｪｨ ｨ ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0706ｨｺ0804ｨｰｨｨ07 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ 04ｨｨ ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ ｨｰ020702ｨｪｨｨ 0706ｨｺ0804ｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 ｨｺ05ｨ 09ｨｰ0208ｨ #878 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰ ｨC ｨｨｨｬ0206ｨｰ ｨ ｨｺｨｰ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｨ ｨ 09ｨｺ0804ｨｰｨｨ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 08ｨ 04ｨｪ ｨ ｨｰｨｨ09, 09 ｨｺ05ｨ 09ｨｰ # ｨｺｨ 03006ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｨ02 ｨC 05ｨｰ ｨｰ, ｨｨ 06ｨ ｨｪ04ｨｦ ｨ ｨｰ 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｪ ｨ ｨｰｨｹ ｨｰ0605ｨｹｨｺ06 060ｨｪｨｮ 0008ｨ 04ｨｮ: ｨｰｨｺｨ 0ｨｪ07 ｨｪｨ ｨ ｨｹ ｨC 0606ｨｬ02ｨｪ09ｨｺｨ 07 06ｨ 05ｨ 09ｨｰｨｹ, ｨ, 08ｨｬｨ ｨｪｨ ｨｺ06 ｨｪｨ 03ｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｨ080609ｨ ｨｪｨｨ07 ｨｪ02 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨ ｨｪｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｰｨ ｨｺ ｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 00 % ｨｺ0804ｨｰｨｨ ｨｺ05ｨ 09ｨｰ0208ｨ #940 ｨｬ0603ｨｪ06 06ｨ ｨｲ0709ｨｪｨｨｨｰｨｹ ｨｰ02ｨｬ, ﾂｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 060ｨｪｨ ｨｨ ｨｰｨ 0302 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｰｨ 05ｨｨ09ｨｹ ｨｨｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 09ｨｰ020702ｨｪｨｨ 0706ｨｺ0804ｨｰｨｨ07 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ. 02ｨ ｨｪｨｪ ｨ 00ｨｨｨｺｨ (08ｨｨ09. 7) ｨｰ 06 ｨｰ06ｨｬ, 0708ｨｨ 06ｨ ｨｲ02ｨｬ02 ｨｺ05ｨ 09ｨｰ0208ｨ ｨ ｨｪｨ ｨ 05060ｨ 02ｨｰ0907 ｨｮ09ｨｰ06ｨｦ ﾂｨｨ ｨｺ0804ｨｰｨｨ02, ｨ 0708ｨｨ ｨ 0605ｨｹ03ｨｨ0 08ｨ 04ｨｬ0208ｨ 0 ｨｺ05ｨ 09ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0706ｨｺ0804ｨｰｨｨ07 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪ ｨｨ09ｨ 02ｨｰ ｨｰｨ ｨｺ ｨｰｨ 05ｨｨ09ｨｹ ｨｪｨｨｨｰｨｹ, ｨｺｨ ｨｺｨ ｨｹ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨ ｨｰｨ ｨｨ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ (09ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 06ｨ ｨｲ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ 09 08ｨ ), ｨ ｨｰｨ ｨｺ ｨ 09ｨｨ09ｨｨｨｰ 05ｨｨ 06ｨ ｨｲ02ｨｬ ｨ ｨｰｨ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ ｨ ｨｰ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨ ( ) ｨｮ ﾂ02ｨｪ ｨｰ0605ｨｹｨｺ ｨｺ05ｨ 09ｨｰ , 06ｨ ｨｲ02ｨｬ ｨｺ06ｨｰ ｨｬ02ｨｪｨｹ ｨ, 060ｨｪｨ ｨｺ06 ｨ 0605ｨｹ ｨｨｨｪ04 ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｺ ｨ ｨｲ02ｨｬｨ ｨｨｨｬ0206ｨｰ ｨ ｨｰ ｨ 0605ｨｹ ｨ. 0308ｨｨ 06ｨ ｨｲ02ｨｬ02 ｨｺ05ｨ 09ｨｰ0208ｨ 06ｨｰ ｨ ｨｪｨｨｨｺｨ ｨｺ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｪ02 ｨｪｨ ｨ 05060ｨ 02ｨｰ0907, ｨ ｨ 06ｨ ｨｲ02ｨｬ ｨ ｨｰｨ ｨｺ05ｨ 09ｨｰ ｨｨｨ 05ｨｨ03ｨ 02ｨｰ0907 ｨｺ ｨｹｨｪ06ｨｬｨｮ ｨC 3 08ｨ. 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 06ｨ ｨｲ02ｨｬｨ ｨ ｨｰｨ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ06 06ｨ ｨｲ02ｨｬ ｨ ｨｰｨ ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ020802, ｨｨ ｨｨ0 ｨｬ02ｨｪｨｹ , ｨ 0708ｨｨ ｨ 0605ｨｹ0302ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｲ02ｨｬ ｨ ｨｰ ｨｨｨ 05ｨｨ03ｨ 02ｨｰ0907 ｨｺ ｨｹｨｪ06ｨｬｨｮ ｨC 3 08ｨ. 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 06ｨ ｨｲ02ｨｬｨ ｨ ｨｰｨ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｪｨｺｨ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 06ｨ ｨｪ ｨｨ080609ｨ ｨｪｨｨ07 ｨｪ02 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｺ06ｨｦ ｨｨ04-3

14 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ06. 02ｨ 08ｨ ｨ 06ｨｰｨｺｨ 60 ｨｺ05ｨ 09ｨｰ ｨｮｨｬｨｬｨ 08ｨｪ04ｨｬ 06ｨ ｨｲ02ｨｬ06ｨｬ 35 00ｨ ｨｪｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ ｨｬ Intel Celeron 2, ｨ 05ｨ 09ｨｹ,5 ﾂ, ｨｰ ｨｪ ｨｬ ｨｰｨ ｨｪｨｨ07 060ｨｪ ｨ ｨｪ ｨ ｨｰｨ ｨｰｨ 09ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｨ09ｨｰ02ｨｬ02 extragon [2] ｨｪｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ Pentium-4/2, ｨｨｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨ 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ0907,2 09, ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨ ｨC ｨｨ 06ｨ 09ｨｮ03002ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｰｨ ｨｪｨｨ07 06ｨ ｨｪ ｨ ｨｰ0609, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ04ｨｦ 09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02, ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0708ｨｨｨｬ02ｨｪｨｨｨｬ ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ ｨｰｨ ｨｪｨｨ07 ｨｪ ｨｰｨｪ ｨｰ ｨｨ09ｨｰ02ｨｬ02 08ｨｪ002ｨｺ ｨｰｨｨ ｨｪｨｪｨ 07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨ ｨｰ ｨｺｨ 04ｨ 05ｨ, ﾂｨｰ06 06ｨｪｨｨ, ｨｪ0609ｨｪ06ｨｬ, 06ｨｰ08ｨ 03ｨ 06ｨｰ ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ ｨｪｨ ｨｺ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ080609ｨ ｨｪｨｨ07 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｬｨｨ 05ｨｺ ｨｰｨ ｨｬｨｨ ｨｪ ｨｨ05ｨ 09ｨｹ 09 09ｨｨ05ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ06ｨｦ 0708ｨｨ ﾂｨｨｨｪ04 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ07 ｨｰｨ ｨｺ ｨｪ02 ﾂｨｪ06, ｨｬ04 ｨｪ02 09ｨｬ060005ｨｨ ｨｨｨｰｨｹ ｨ 0502ｨｬ04 ｨｪｨ ｨｪ06ｨｬ ｨｮ080609ｨｪ02, ｨｪ06 05ｨｰ06 04ｨ 0ｨ ﾂｨ ｨ ｨｮ0ｨｮｨｴｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ. 0209ｨｰｨ ｨｪ0609ｨｨｨｬ0907 ｨｪｨ ｨ 0502ｨｬｨ 0, ｨｺ06ｨｰ ﾂｨｨｨｰｨ 02ｨｬ 09ｨ 03ｨｪ04ｨｬｨｨ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ , 05ｨｰ ｨｪ09ｨｰ090609ｨ ｨｪｨｨ02 ｨｨ ｨｹ04ｨｮ02ｨｬ040 ｨ ｨｨｨｰｨｬ ﾂｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨ ｨｪｨ ｨｪｨ ｨ 04ｨｰｨｹ ｨｪ02 ｨｪｨｨ %, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0708ｨｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06ｨｬ 08ｨ ｨｪｨｨｨｨ ｨ ｨｪｨ ｨ ｨ ｨｰ0907 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｰ. 03ｨｴ02 05ｨｮ ﾂ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ, 06ｨ ﾂｨｨ09ｨ 06ｨｴｨｨｨｦ 04ｨ ｨｬ02ｨｪｨｮ ｨ ｨｪｨ ｨｨ ﾂ0209ｨｺｨｨ ｨｨ 0008ｨｮ0707 ｨｪｨ ｨｨ0 ｨ ｨｪｨｰ ｨｪｨｰ04, ﾂｨｰ ｨｨ0506 ｨ 04 ｨｪ02 09ｨｪ0609ｨｨｨｰｨｹ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｰ0607ｨｴｨｨ ｨｪｨｨ ｨ ｨｰ. 00 ｨ ｨｨｨｰｨｬ 08ｨ 0909ｨｰｨ ｨｪ0609ｨｺｨｨ ｨｪｨｨｨｦ 09 06ｨ ｨｪｨ ｨｺ0506 ﾂｨｨｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ 0904ｨ 0608ｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ 09 ｨｮ ﾂ02ｨｰ06ｨｬ 00806ｨｪ ｨｨｨｨ ｨ ｨ 09ｨｪｨｨｨｰｨｹ 05ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬ 09 ｨ ｨｨｨｰｨｬ06ｨｬ, ｨｪｨｪ04ｨｬ 09 08ｨ ｨ 06ｨｰ02 [6]. 02ｨｰ ｨｰ090502ｨｪｨｨ ｨｪｨｨｨｦ, ｨｨ ﾂ02ｨｪｨｪ040 ｨｨ04 08ｨ 04ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ, 06 ﾂ02ｨｪｨｹ 09ｨｨ05ｨｹｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｪ06ｨｰ04 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 06ｨｰｨｮ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ0603ｨｪ06 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨ ｨ ｨｨｨｰｨｹ, ｨｨ ｨｨｨｰｨｹ 008ｨｮ0006ｨｦ ｨ ｨｨｨｰｨｬ, ｨｺ06ｨｰ060804ｨｦ, ｨｺ ｨ 0502ｨｪｨｨ06, ｨｬ04 ｨｪ02 ｨｮ ｨｨ ｨｨｨｰｨｹ. 08 ｨｪ ｨｪｨｪ04ｨｬ ｨ 0502ｨｬｨ ｨｬ ｨｮ02ｨｰ 06ｨｰｨｪ0209ｨｰｨｨ ｨｨ ｨｪ02ｨｺ06ｨｰ0608ｨｮ06 00ｨｪ020209ｨｰ0209ｨｰ0902ｨｪｨｪ0609ｨｰｨｹ ｨｰｨ ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ ｨｰ02, ｨｺ06000ｨ 09 08ｨ 04ｨｪ ｨｪｨｨ ｨｰ ｨｰ ｨｪ06 ｨｨ ｨｰ ｨ ｨｪｨｮｨｰ0602 ｨｪｨ 0409ｨ ｨｪｨｨ02 06ｨ ｨｲ02ｨｺｨｰｨ, ｨ ｨｺ08ｨ ｨｰｨｺ0602 ｨｪｨ 0409ｨ ｨｪｨｨ02 04ｨ ﾂｨ 09ｨｰｨｮ ｨｰ09ｨｮ02ｨｰ ｨｪ06ｨｬｨｮ ｨｪｨ 0409ｨ ｨｪｨｨ06. 0ｨ 0708ｨｨｨｬ0208, ｨｬ ｨｪｨｨｨｨ 0909ｨｰ0802ｨｰｨｨ050609ｨｹ ｨｹ 0609ｨ ｨｪ0609, ｨ ｨｮ06ｨｴｨｨ0 ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ ｨｰ ｨｰ ｨｨｨｪｨｨ09ｨｰ08 ｨｨｨｪ0609ｨｰ08ｨ ｨｪｨｪ ｨｨｨｨ ｨｹ 0609ｨ ｨｪ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨ 0502ｨｬ04 ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ , ｨｪｨｪ04ｨｦ 09 09ｨｰｨ ｨｰｨｹ02 [6]. 0004ｨ ｨ ｨｬ040 04ｨｪｨ ﾂｨｨｨｬ ｨｪｨｨｨｦ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｪ02 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨｨｰｨｹ 008ｨｮ00ｨｨ02 ｨｬ02ｨｪ ｨ 03ｨｪ0402 ｨｰ02ｨｬ04, ｨｪｨ ｨｺ06ｨｰ ｨ ｨｰ0205ｨｹｨｪ06 ｨｰｨ ｨｺ ｨ ｨｰｨｹ ｨ ｨｪ06ｨｬ ｨ ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪ06ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ02 ｨｪｨ 0302ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｨ050609ｨｹ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨｮｨ 08ｨｨ02ｨｨ080609ｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｮｨ 08ｨｨｨｺｨ ｨｰ0608ｨ ｨｰｨｮ07ｨ 05ｨｨ ｨｪｨ ｨｨｨ ｨｪｨ - ﾂｨｨｨｬ ｨｪｨｨ07, 06ｨｰ06ｨ 08ｨ ｨｪｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ ｨｨ02 05ｨｰｨ 07 06ｨｰ ｨｰ090502ｨｪｨｨ07, ｨ ｨ 08ｨｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ02 08ｨｮｨ 08ｨｨｨｺｨｨ, ｨｬｨｨ080609ｨ 05ｨｨ09ｨｹ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬ ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨｬ040905ｨｮ ｨｪｨｨ07ｨｬ ｨｨ04 08ｨ 04ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰ06ｨｬｨｮ 09ｨ 08ｨｨｨ ｨｪｨｰｨｮ ｨｬ0603ｨｪ ｨｪｨｮｨｰｨｹ0907, 060ｨｪｨ ｨｺ06 ｨｪｨｮ03ｨｪ06 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｰ06 ﾂｨｪ0402 ｨｺ08ｨｨｨｰ0208ｨｨｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 08ｨｮｨ 08ｨｨｨｺ02. 06ｨ ｨｺ0302 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨ ｨｪｨｪ06ｨｬ ｨｬ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ 0903ｨ ｨｰｨｨ ｨ ｨｰｨ ｨｨ02ｨｬ0502ｨｬ ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 09ｨｰ , ｨ ｨｴｨｨ0 0906ｨｰｨｪｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ05ｨｨ 00608ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｬ02ｨｰ060, ｨｨ ｨ ｨｮ002ｨｰ ｨｮ ﾂ02ｨｪ ｨｪ02ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨ 03ｨ 06ｨｰ ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 0008ｨｪ002ｨｺ ｨ 00ｨｨｨｪｨ ｨｪ090609ｨｮ ｨｺｨｮ ｨｺｨｰｨ ｨ 05ｨ 00060ｨ 08ｨｨｨｬ ｨｰｨ ｨｺ0302 ｨｪｨ 03ｨｨ0 0906ｨｰ08ｨｮ0ｨｪｨｨｨｺ ｨ ｨ 06ｨｰ ｨ ｨｮ09ｨ ｨｨ 00205ｨｨｨｬ0609ｨｮ , ｨｺ06ｨｰ ｨｺｨ 04ｨ 05ｨｨ ｨｦ09ｨｰ09ｨｨ ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 ｨｨ 06ｨ 09ｨｮ03002ｨｪｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] ｨｪ , 08ｨ 05ｨｨｨｪｨｨｨｪ , ｨｨ ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｺｨｰｨｨ09ｨｪ0402 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ. ｨC 00.: 04ｨｮ0909ｨｺｨｨｨｦ ｨｬｨｨ08, [2] 0908ｨ 0905ｨ 0909ｨｺｨｨｨｦ , ﾂ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ080609ｨ ｨｪｨｨ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ 04ｨ ｨ. // 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨC 00.: ｨｪ002ｨｺ0903, [3] 05ｨｮｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ080602ｨｪｨｨ02 ｨｰｨ ｨ 05ｨｨ ﾂｨｪ ｨ ｨｰｨ 0008ｨｮ ｨｰ02ｨｺ09ｨｰ ｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ. 00ｨ ｨｰ0208ｨｨｨ 0504 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ 0002ｨｨｨ ZubovA.htm [4] 09ｨｮｨｺｨ ｨｨ ﾂ , 0206ｨ , 0ｨｰ0208ｨｪ ｨ 08ｨ ｨ 06ｨｰｨｺｨ 0706ｨｰ06ｨｺｨ ｨｪ ｨｰ02ｨｦ ｨｪｨ 0609ｨｪ ｨ 0605ｨｹ03ｨｨ0 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ // 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ , ｨC 00.: ｨｪ002ｨｺ0903, [5] Ando R. K. et al. 00Multidocument Summarization by Visualizing Topical Content,03 Proc. ANLP/NAACL 2000 Workshop on Automatic Summarization, 2000, pp. 79ｨC88; cylwas-anlp2000. [6] Barzilay R. Sentence Ordering in Multidocument Summarization. Computer Science at Columbia University, Web seit, 2007, nlp/papers/200/barzilay_al_0.pdf [7] Blair-Goldensohn S. Columbia University at DUC ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ DUC [8] Carbonell J. G., Goldstein J. 00The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries03 Proc. 2st Int ｯl ACM and Development in Information Retrieval SIGIR Conf. Research, ACM Press, New York, ｨC336. [9] Hahn U., Mani I. 00The Challenges of Automatic Summarization03. Computer, vol. 33, no ｨC 36, Nov., / [0] Nomoto T., Matsumoto Y. The diversity-based approach to open-domain text summarization. In Information Processing&Management, ｨC389. [] Radev D., Blair-Goldensohn S, Zhang Z. Experiment in Single and Multi-Document Summarization Using MEAD. Radev D.,web seite, 2007, tangra.si.umich.edu/ radev/papers [2] Tait J. Making Better Summary Evaluations. Proceedings of the Internatinal Workshop: 00Crossing Barriers in Text Summarisation Research03 Horacio Saggion and Jean-Luc Minnel (eds.), Borovets, Bulgaria, Septemeber ｨC3. saggion/ CBTS_Papers/MS08.pdf. 4

15 ｨ 08ｨ ｨｬ0609ｨ, ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ0609 Automatic compilation of news stories reviews N. N. Abramova, V. E. Abramov This work deal with one of the topical problems of automatic summarization ｨC multi-document summarization in respect to news stories. Abroad this line of researches is widely developed, however in Russia no is paid to this subject area. Authors propose the method of compilation of news stories reviews, on the basis of which is developed the summarization system. We present the sample summaries and describe experiments of summarization evaluation. The experiments proved that on average (with coating 80% as to three collections of documents provided for the research) survey summaries reflect the content of original texts. 5

16 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ ｨｨｨｪ002ｨｺ ｨｨ09ｨｺｨ ｨｰ09ｨｮ ｨｪ008ｨｨｨ ｨｪ ｨｺｨｨｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｨｨｪｨｨｨｪ ｨｺｨｨｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ07 02ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨｴ02ｨｪｨ ｨ ｨｪｨｨ06 06ｨ ｨｪ ｨｬ ｨｨｨｪ002ｨｺ09ｨ ｨｪ02ｨｪｨｨ ｨｨ09ｨｺｨ ｨｬｨｪ ｨｰ09ｨｮ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｰ09ｨｮ 0008ｨ 00ｨｬ02ｨｪｨｰ0609 ｨｰ02ｨｺ09ｨｰｨ. 05ｨ 0609ｨｪ0609ｨｮ ｨｰ ｨｨｨｪ002ｨｺ09, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ04 ( ｨｰ0806ｨｺｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 005ｨｨｨｪ04) 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｬ02ｨｪｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ04 ｨ ｨｨｨｰｨｬ04, ｨｴｨｨ ｨｺｨｰｨｨ09ｨｪ06 ｨｨ04ｨｬ02ｨｪ07ｨｰｨｹ ｨｨｨｪ002ｨｺ ｨｨ 0909ｨｰｨ 09ｨｺ02 ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ ｨ ｨｺ ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 08ｨ ｨｪｨｪ040 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ ｨｪｨｨ07 09ｨｰ020702ｨｪｨｨ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｪｨｨ ｨ 0409ｨｨｨｰｨｨ02ｨｬ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｰ020ｨｪｨｨｨｺｨｨ ｨｨ 05ｨ 09ｨｨｨｪ0606ｨ 08ｨ 04ｨｪ04ｨｬ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ 008ｨ ｨｪ07ｨｴｨｨ00907 ｨｨ 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ09ｨｰ02ｨｬ04 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ (060305) ｨｨ0008ｨ 06ｨｰ ｨｹｨｬｨ 09ｨ 03ｨｪｨｮ ｨｹ ｨ ｨｪ ｨｨ09ｨｰ02ｨｬ ｨｰ0607ｨｪｨｪ ｨｪ09ｨｰ09ｨｮ06ｨｰ0907 ｨｺｨ ｨｺ 04ｨ 09 ﾂ02ｨｰ ｨ 09 06ｨ 05ｨ 09ｨｰｨｨ ｨ 0707ｨ 08ｨ ｨｰｨｪ ｨｰ09, ｨｰｨ ｨｺ ｨｨ 04ｨ 09 ﾂ02ｨｰ ｨｬ ｨｪｨｨ04ｨ 02ｨｨｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｨｨｰｨｬ ｨｪ09ｨｰ09ｨｮ06ｨｰ0907 ｨｨ 09ｨ ｨｬｨｨ ｨｺ 06ｨｰｨ 0608ｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｹ040609ｨ ｨｰ ｨ ｨｨｨ ｨｺ06 04ｨ 0ｨ 09ｨ ｨｰｨｹ ｨｰ06, ﾂｨｰ06 06ｨｪ 006 ﾂ02ｨｰ ｨｪｨ ｨｦｨｰｨｨ. 06ｨ ｨｺ, ｨｪ02ｨｪｨｨ02 ｨｺ 0706ｨｨ09ｨｺｨｮ ｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬ, 08ｨ 0409ｨｨ09ｨ 06ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｪ02 ﾂ02ｨｰｨｺ ｨｨ09ｨｺｨ, ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨ 0 03ｨ ｨ 0506ｨｪ ｨ 0405ｨｨ ﾂｨｪ ｨｨ0ｨ, 0706ｨｨ09ｨｺ 09 ｨｮ ﾂ02ｨｰ06ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨｨｺｨｨ ｨｨ ｨｺ06ｨｰ ｨｨ ｨｨ09ｨｺｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨ ｨｬ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ ｨｺｨ, ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ ｨ ｨ 06ｨｰｨ ｨｪ04 ｨｨ 0802ｨ 05ｨｨ040609ｨ ｨｪ04 09 ｨ 0605ｨｹ0306ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｺ0605ｨｹｨｺ06 0ｨｮ ｨ 09ｨｰ06ｨｨｨｰ ｨｮ00ｨｨｨｬｨｨ 09ｨｨ0ｨ ｨｬｨｨ 0706ｨｨ09ｨｺｨ, ｨｺ06ｨｰ ｨｰｨ ｨｺ ｨｰ0802ｨ 0609ｨ ｨｪ04 ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ｨC 0706ｨｨ09ｨｺ ｨｰ0806ｨｺ, 0706ｨｨ09ｨｺ 0706 ｨ ｨｪ04ｨｬ 03ｨ ｨ 0506ｨｪｨ ｨｬ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｮ050708ｨｪ04ｨｬ ｨ 0302ｨｪｨｨ07ｨｬ), ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｦ 0706ｨｨ09ｨｺ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｰ09ｨｮ 005ｨｨｨｪｨｪ ｨ 00ｨｬ02ｨｪｨｰ0609 ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｨ ｨｪｨｨｨｨ ｨ ｨｪ040 04ｨ 0ｨ ﾂ 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｮ006ｨ ｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ｨｺ 09ｨｨｨｬ090605ｨｹｨｪ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, ｨ ｨｰｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｮ002ｨｰ 04ｨ 09ｨｨ0902ｨｰｨｹ 06ｨｰ ｨ 02ｨｬ06ｨｦ 04ｨ 0ｨ ﾂｨｨ. 0ｨ 0708ｨｨｨｬ0208, 0708ｨｨ 08ｨ ｨ 06ｨｰ ｨ 04 ﾂｨｪ04ｨｬ ｨｰ02ｨｺ09ｨｰ06ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ 0500ｨ 09ｨｨｨｰｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｰ06ｨｦ ｨｪｨ ｨ 0608 ASCII-ｨｺ (020905ｨｨ ｨｪｨ 09 ｨｨｨｪｨｰ ｨｮ06ｨｰ ｨｨ ｨｹｨｪ ｨｰ0806ｨｺｨｨ), ｨｰｨ ｨｺ ｨｨ ｨｬｨｪ ｨｰ0906 ｨｪ0608ｨｬｨ 05ｨｹｨｪ ｨｬ (020905ｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｬ ｨｨ06) ｨｮ ﾂｨ 02 ｨｨ ｨｪ0702ｨｬ ｨ ｨｬｨｬｨｪ ｨｺ060ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ 0500ｨ 09ｨｨｨｰｨ ｨｬ0603ｨｪ ｨｰｨｹ ｨｬｨｪ ｨｰ0906 ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｦ ｨ, ｨ ｨｮ0ｨｨ060ｨ ｨｪｨｪ040 ｨC ｨｬｨｪ ｨｰ0906 0ｨｨｨ 07ｨ 0406ｨｪ0609 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨ ｨｬ0705ｨｨｨｰｨｮ0 ｨｨ ｨｰ ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｰ060006, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 008ｨ ｨｪ07ｨｰ0907 ｨｨ090060ｨｪ0402 0ｨ ｨｪｨｪ0402, ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ ｨｨ09ｨｺｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｪｨｨｨｰｨｹ ｨ 08ｨｨｨｰ0205ｨｹｨｪｨｮ06 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｹ ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｺｨｨ 0706ｨｨ09ｨｺｨ ｨC ｨｨｨｪ002ｨｺ09ｨ. 06ｨｬ0202ｨｰ0907 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ002ｨｺ090609, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 08ｨ 0405ｨｨ ﾂｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｨｨｰｨｬ ｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ002ｨｺ ｨｬｨｪ060006ｨｬ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ. 00ｨ 03ｨｪ04ｨｬ ｨｬ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ ｨｰ ｨ 0608 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｬ02ｨｪｨｰｨ. 0ｨ ｨｨｨ 0605ｨｹ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｮ ﾂｨｨ05ｨ ｨｪｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨ ｨｪｨ ｨｺ06, 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02 06ｨｪｨ ｨｪ020708ｨｨｨｬ02ｨｪｨｨｨｬｨ ｨC ｨ ｨｴｨｨｨｬ ｨｬ020ｨ ｨｪｨｨ04ｨｬ06ｨｬ ｨｰ ｨｺ06ｨｬ070604ｨｨ02ｨｨ07 ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ ｨC n-0008ｨ ｨｬｨｬ ｨｨ ｨ 0000ｨｨｨｺ [5] (04ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｺｨ ｨｺ 09ｨｨｨｬ ｨｪ ｨ 0500ｨ 09ｨｨｨｰｨ, ｨｰ ｨ 08ｨｪ04ｨｦ 0706ｨｨ09ｨｺ ｨｰｨ ｨｺ ｨ 05ｨｨ04ｨｮ02ｨｰ0907 ｨｺｨ ｨｺ ﾂｨ 09ｨｰｨｪ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ 0706ｨｨ09ｨｺｨ ｨｰ0806ｨｺ) ｨｮ02ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ, ﾂｨｰ ｨ 05ｨｨ04ｨ 02ｨｨ ｨ ｨｪ040 ｨｨｨｪ002ｨｺ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｺｨｨ0 ｨｪｨ ｨｺ05ｨ 0ｨｪ040 08ｨ ｨｪｨ ｨｺ06, 09 08ｨ 0409ｨｨｨｰｨｨ02ｨｬ ｨｰ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｰ020ｨｪｨｨｨｺｨｨ ｨｨ ｨｪ09ｨｰ090609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｨｨｰｨｬ ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｬ0603ｨｪ04ｨｬ ｨｮ ｨｪ ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨ ｨｪ0402 ｨｬ02ｨｰ ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ ｨ 0605ｨｹ03ｨｨ0 08ｨ 04ｨｬ ｨｰｨ ｨｺ, ｨｹ06 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ ｨ ｨｪｨｨ02 06ｨ ｨｪ ｨｬ ｨｨｨｪ002ｨｺ09ｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｰ0806ｨｺ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ ｨ 0608ｨ ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｬ02ｨｪｨｰ0609 ｨｨ ｨｴ ｨｪ07ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｬｨｪ ｨｰ09ｨｮ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｰ09ｨｮ 0008ｨ 00ｨｬ02ｨｪｨｰ0609 ｨｰ02ｨｺ09ｨｰｨ ｨｬ0603ｨｪ04 ｨｨ 008ｨｮ00ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｮ ﾂ02ｨｪｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ08 ｨｨ ｨ ｨｨｨｰｨｬ ｨｰｨｨ0302ｨｪｨｨ ｨｰｨ ｨｪｨｪ06ｨｦ ｨｨ ｨ 0405ｨｨ ｨｪ ｨｮ06ｨｴｨｨ02 04ｨ 0ｨ ﾂｨｨ: ｨｪ02ｨｪ04 ｨ ｨｪｨ 05ｨｨ04 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨｪｨｨ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 04ｨ 0ｨ ﾂ, ｨｨ04ｨｮ ﾂ02ｨｪｨｨ02 ｨｨ ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬｨｪ ｨｨｨｪ002ｨｺ09ｨ [0] ｨｪ02ｨｪｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0708ｨｨ 0909ｨｰｨ 09ｨｺ02 0ｨ ｨｪｨｪ ｨｨ ｨｪｨ ｨｪｨｺｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ ｨｨ 06ｨ ｨｲ02ｨｬｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ ｨｨｨｪ002ｨｺ09ｨ ｨｪ02ｨｪｨ ｨ ｨｪｨ ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07, ｨｮ ﾂ02ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0708ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ040, ｨｪ02ｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨｪｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ ﾂ02ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ02ｨｪｨｨ 08ｨ ｨ 06ｨｰ04 ｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ ｨｺ 07ｨ ｨｬ07ｨｰｨｨ ｨｪｨ 0905ｨｮ- ﾂｨ ｨｦｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070, ｨ ｨｪｨ ｨｪｨｺｨ 0008ｨ ｨｪｨｨ ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｨ ｨ 05ｨｨ040609ｨ ｨｪ ｨｪｨｨ02 09ｨｰ020702ｨｪｨｨ ｨｰ09ｨ 6

17 ｨｪ008ｨｨｨ ｨｪ0609, ｨｨｨｪｨｨｨｪ. 0308ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 07ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪｨ 04ｨ ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｬ 05ｨｰｨ ｨｨ09ｨｺｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｪ ｨｰｨｪ040 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ0209, ｨｪ04 ｨｺ08ｨｨｨｰ0208ｨｨｨｨ ｨ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨｪ ｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｨ ｨ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨｪ04ｨｦ ｨｬ02ｨｰ ｨｰｨｮ07ｨ ｨｰ ｨｪｨ ｨｰｨｨ ｨｦ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｰ020ｨｪｨｨｨｺ02 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｰｨ ｨｰ06 ﾂｨｪ06 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 06ｨ ｨｲ02ｨｬｨ ｨｬｨｨ 0ｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨ07 ｨ 0405ｨｨ ｨｰｨ ｨｺ0302 ｨ ｨ ｨｨ080609ｨ ｨｪ04 07ｨｮｨｰ02ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ06ｨｰｨｨ07ｨ ｨｪ ｨｨ0ｨ ｨｨｨｪ002ｨｺ09ｨ ｨ 060ｨｪ06 08ｨ ｨｰ08ｨ ｨｪ0702ｨｬ06ｨｦ PostgreSQL ｨｹ06 ｨｮ09ｨｺ060802ｨｪｨｨ ｨｨ09ｨｺｨ 0706 ｨｰ02ｨｺ09ｨｰ060904ｨｬ ｨｬ ｨｰｨ ｨ 05ｨｨ ｨ ｨｰｨｺｨｨｨｦ 06ｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨ 0909ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ 0608ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ04ｨｬｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｬｨｨ 0ｨ ｨｪｨｪ040, ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｬｨｨ 0906 ｨｬｨｪ0600ｨｨ0 0708ｨｨ ｨｪｨｨ070, ｨｰ ｨ 04ｨｪ0609ｨｨ0ｨｪ0609ｨｰｨｨ B ｨｹ0209 ｨｨ ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨｪｨｨ 06ｨ ﾂｨｨ09ｨ 06ｨｰ ｨｺｨｮ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 0708ｨｨ 08ｨ ｨ 06ｨｰ02 09 ｨ 0605ｨｹ03ｨｨｨｬｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｬｨｨ 0ｨ ｨｪｨｪ ｨ ｨｪｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ ｨ 00ｨ 06ｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨ ｨｰ06ｨｬｨ 08ｨｪ040 ｨｺ0506 ﾂ02ｨｦ, 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ0506 ﾂ02ｨｦ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨｰ0806ｨｺｨｨ ｨｪ02ｨ 0605ｨｹ0306ｨｦ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ06ｨｦ 005ｨｨｨｪ04 (ｨｪｨ 0708ｨｨｨｬ0208, 005ｨｨｨｪ04 3 ｨC ｨｰ.ｨｪ. ｨｰ08ｨｨ0008ｨ ｨｬｨｬ04) ｨｨｨｦ ｨｨｨｬ02ｨｪ0702ｨｰ0907, ｨｪｨ 0708ｨｨｨｬ0208, 09 ｨｬ060ｨｮ0502 pg_trgm PostgreSQL. 00ｨ 08ｨｨｨ ｨｪｨｰ ｨ ｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｮ09ｨｺ060802ｨｪｨｨ ｨｪ02ｨｪｨｨ07 SQL-04ｨ ｨ ｨｰ060806ｨｬ LIKE ｨ ｨ 05ｨｨ040609ｨ ｨｪ ｨｨ ｨｪｨ ｨｬｨｨ ｨC 09ｨｬ. [3] ｨｹ040609ｨ ｨｪｨｨ02 ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ 0609ｨｪ q-0008ｨ ｨｬｨｬ ( ｨｰ0806ｨｺ 005ｨｨｨｪ04 q) ｨｪ02ｨｪｨｨ07 ｨｪ02 ﾂ02ｨｰｨｺ ｨｨ09ｨｺｨ 0607ｨｨ09ｨ ｨｪ06 09 [5]. 020ｨｪｨ ｨｺ ｨｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ0506 ﾂ02ｨｦ 0706ｨｨ09ｨｺｨ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ0806ｨｺｨｨ ｨｨ ｨｹｨｪ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ 005ｨｨｨｪ04, ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 09ｨｪｨｨ03ｨ 02ｨｰ0907 [2]. 02ｨ ｨｨ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ 005ｨｨｨｪｨｮ ｨｺ0506 ﾂｨ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ06ｨｦ, ｨ 0605ｨｹ03ｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ 0706ｨｨ09ｨｺ 060ｨｪ06ｨｦ ｨｰ0806ｨｺｨｨ ｨ ｨｮ002ｨｰ ｨｰ0802ｨ 0609ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 06ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ 0ｨｨ09ｨｺｨｮ. 06ｨｰ ｨｨ02ｨｬ0502ｨｬ06, ｨｺ06000ｨ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺｨｨ ｨｰ ｨ ｨｬ ｨｹ ｨｪｨ ｨｺ06, 0ｨ ｨｪｨｪｨ ｨ 02ｨｨ07 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ 09ｨｪ06ｨｦ ﾂｨ 09ｨｰｨｹ06 ｨ ｨｪ ｨ ｨｨｨｰｨｬｨ (ｨｪｨ 0708ｨｨｨｬ0208, 0706ｨｨ09ｨｺ ｨｪｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 LIKE03ｨ ｨ 0506ｨｪｨｮ) ｨｨ ｨ ｨｰｨｹ0907 ｨｬｨｪ060006ｨｺ08ｨ ｨｰｨｪ ｨｰ06ｨｬ 0905ｨｮ- ﾂｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 060ｨｪ ｨ ｨ ｨ ｨｮ0ｨｮｨｰ ｨｰ0802ｨ 0609ｨ ｨｰｨｹ0907 ｨｮ ｨｰｨｺｨｨ ｨｨ ｨ ｨ 02ｨｨｨｦ 06ｨ 08ｨ ｨｴ02ｨｪｨｨ07 ｨｺ 09ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ ｨｨｨｬｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｨ09ｨｺｨ ｨｰ0806ｨｺ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｰｨ ｨｺ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ ｨｪ06ｨｦ ｨｨ04 ｨｪｨ ｨｨｨ ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ08 0ｨ ｨｪｨｪ ｨｰ ｨｮ0000ｨｨｨｺ09ｨｪ (0ｨ ) ｨｰｨｪ ｨｺ08ｨ ｨｦｨｪ02ｨｦ ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰｨｺ ｨ 0ｨ ﾂ, ｨｺ06ｨｰ ｨｬ060302ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ0907 0ｨ ｨｪｨｪｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ. 0ｨ 0708ｨｨｨｬ0208, 0502 ｨｬ060302ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ ｨｨ09ｨｺｨ ｨｰ0806ｨｺ ｨC ｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ ｨｰ0806ｨｺｨｨ p 09 09ｨｰ0806ｨｺ02 s ｨｰｨ ｨｰ O( p + occ), p ｨC 005ｨｨｨｪｨ p, occ ｨC ﾂｨｨ ｨｪｨｨｨｦ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｨ ｨｺｨｰｨｨ09ｨｪ ｨｨ09ｨｺｨ 04ｨ 0ｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 09ｨｰ0806ｨｺ. 03ｨｴ02 060ｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ, ｨｺｨｰｨｨ09ｨｪ ｨ 02ｨｬ06ｨｦ ｨｬ06ｨｴｨｹ , ｨｰ ｨｨ09ｨｺ ｨｪｨ ｨｨｨ 0605ｨｹ0302ｨｦ 06ｨ ｨｴ02ｨｦ ｨｰ0806ｨｺｨｨ 009ｨｮ0 09ｨｰ0806ｨｺ. 00ｨ 08ｨｨｨ ｨｪｨｰ ｨｪｨｨ07 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｮ ﾂｨ 07, ｨｺ06000ｨ ｨｪ ｨｬ02ｨｴｨ 02ｨｰ ｨｨｨｺ06ｨｬ ｨ ｨｰｨｨ09ｨｪｨｮ06 07ｨ ｨｬ07ｨｰｨｹ, 09ｨｬ. 09 0ｨｨ ｨｰｨ 02ｨｨｨｨ [4]. 04ｨ 0903ｨｨ0802ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｰ ｨｨ09ｨｺ 06ｨ ｨｴｨｨ ｨｰ0806ｨｺ 005ｨｨｨｪ06ｨｦ ｨｪ02 ｨｬ02ｨｪ ｨ 0ｨ ｨｪｨｪ ｨｪｨ - ﾂ02ｨｪｨｨ07 k ｨ ｨ 06ｨｰ02 Monostori ｨｨ 008. [4] 0607ｨｨ090409ｨ 02ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ ｨｺ080409ｨ 06ｨｴｨｨ ｨ 00ｨｬ02ｨｪｨｰ ｨｰ02ｨｺ09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ 03ｨｪ06ｨｦ 08ｨ 04ｨｪ0609ｨｨ0ｨｪ0609ｨｰｨｹ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ｨｰ0907 ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｦ 0706ｨｨ09ｨｺ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0ｨ ｨｪｨｪ0402 ｨｬ0600ｨｮｨｰ ｨ ｨｰｨｹ ﾂｨ ｨｰｨｺｨｨ, 0603ｨｨｨ ｨｺｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｨ 09ｨｺｨ ｨｪｨｨ080609ｨ ｨｪｨｨｨｨ 09 ｨ ｨｮｨｬｨ 03ｨｪ040 ｨｪ0609ｨｨｨｰ020502ｨｦ ｨｨ 008ｨｮ00ｨｨ02 ｨｨ09ｨｺｨ 0302ｨｪｨｨ07. 05ｨｮｨ 05ｨｨｨｪ02ｨｦｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｪ02 ﾂ02ｨｰｨｺ ｨｨ09ｨｺｨ, ｨｪｨｪ04ｨｦ Chang ｨｨ Lawler [9], ｨｰｨ ｨｺ ｨｪ ｨ 02ｨｰ0907 ｨｪｨ ｨｰｨ ｨｰｨｹ02 [7] 0607ｨｨ090409ｨ 02ｨｰ ｨｰ080602ｨｪｨｨ02 ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ 0609ｨｪ ｨｮ09ｨｺ060802ｨｪｨｨ ｨｨ09ｨｺｨ ｨｮ050708ｨｪ04ｨｬ ｨ 0302ｨｪｨｨ07ｨｬ (0400) ｨｨ 006ｨｺｨ ｨ 02ｨｰ0907, ﾂｨｰ ｨｨ 05ｨｰ06ｨｬ ｨｪ ｨｬ ｨｨ09ｨｺｨ ｨｬ06ｨｴｨｹ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨ 09ｨｨｨｬ07ｨｰ06ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬ02ｨｪｨｹ ｨｨｨｪ04 ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ, ｨ ｨｨｨ 05ｨｹｨｪ ｨｺ05ｨ 0909ｨ ｨｨｨｺ09ｨｪ ｨｨ06ｨｪｨ 05ｨｹｨｪ06 005ｨｨｨｪ ｨｪ0609ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ ｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ0402 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07 ｨｺ 07ｨ ｨｬ07ｨｰｨｨ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ06 08ｨ 04ｨｬ ｨ ｨｬ ｨｨ06ｨｪｨ 0502ｨｪ 08ｨ 04ｨｬ0208ｨｮ ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｰｨ ｨｰ 06ｨｺ ｨ ｨｮ ﾂ03ｨｨ0 0802ｨ 05ｨｨ04ｨ 02ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｹｨｬｨ 04ｨ ｨｰ08ｨｮ0ｨｪｨｨｨｰ0205ｨｹｨｪ06, ｨｺ0605ｨｹｨｺｨｮ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨ ｨｨｨｰｨｬ0609 ｨｰ0802ｨ ｨｮ06ｨｰ ｨｨ ｨｹｨｪ ｨｬ02ｨｴ02ｨｪｨｨ ｨｮ, ﾂｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨ 0605ｨｹ0306ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 06ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ 0ｨｨ09ｨｺ060904ｨｬ 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｨ ｨｰｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0806ｨｦ ｨｨ09ｨｺｨ 09ｨｰ0806ｨｺ ｨｰ0907 Patricia ｨｪｨ ｨｺ06, ﾂｨｰ06ｨ 04 ｨｨｨｬ02ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪ07ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｨ ｨｹｨｪ ｨｰ0806ｨｺ, 0ｨ ｨｪｨｪ ｨｪ06 ｨ 04ｨｰｨｹ ｨｰ080602ｨｪ06 ｨｪｨ ｨｬｨｨ 09ｨｮ0000ｨｨｨｺ09ｨ ｨｬｨｨ ｨｨ090060ｨｪ040 09ｨｰ0806ｨｺ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｬ04, ｨｮｨｰｨｨ, ｨｮ ﾂｨ 02ｨｬ 09ｨｮ0000ｨｨｨｺ09ｨｪ , 05ｨｨ03ｨｹ ｨｰｨ ｨｪｨｪ0602 ｨｪ0209ｨｺ0605ｨｹｨｺ06 008ｨｮ00ｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 04ｨ ｨｰ08ｨ ｨｰ 07ｨ ｨｬ07ｨｰｨｨ ｨｪｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 0ｨ ｨｪｨｪ ｨｮ0000ｨｨｨｺ09ｨｪ04ｨｦ ｨｬｨ 0909ｨｨ0903, ｨｺ06ｨｰ0608ｨ 07 ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ 09 07ｨ ｨｬ07ｨｰｨｨ 09,5 ｨｨ ｨ ｨ 04, ｨｪ ｨｰ ｨ ｨｰｨｹ 05ｨｨ03ｨｹ 07060ｨｬｨｪ ｨｰ ｨ 0ｨ ﾂ, ｨｺ06ｨｰ ｨｬ0603ｨｪ ｨｨｨｰｨｹ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｴ02 060ｨｨｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ 09ｨｪｨｨ0302ｨｪｨｨ07 04ｨ ｨｰ08ｨ ｨｰ 07ｨ ｨｬ07ｨｰｨｨ ｨC ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 08ｨ ｨｪｨｪ040 ｨｨ05ｨｨ ｨｪ ｨｰｨｪ040 (00sparse03) 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ0209 [3], ｨｺ06ｨｰ ｨｰ080607ｨｰ ｨｨ03ｨｹ ｨｪｨ ｨｬｨｪ ｨｰ0906ｨｬ 09ｨｮ0000ｨｨｨｺ ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ. 020ｨｪｨ ｨｺ06, ｨｬ ｨｨ09ｨｺｨ 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 09ｨｰ020702ｨｪｨｨ ｨｪ ｨｰｨｪ0609ｨｰｨｨ, ﾂｨｰ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｪｨ - ﾂ02ｨｪｨｨ ｨ 0 2ｨC ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ ｨｺｨｰｨｨ09ｨｪ04ｨｬ ｨｬ ｨｰ ｨｰ080602ｨｪｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ08 0ｨ ｨｪｨｪ040, ｨｺ06ｨｬｨ ｨｨｨｪｨｨ08ｨｮ06ｨｴｨｨ ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ ｨｨｨｬ 0708ｨｨｨｬ020806ｨｬ ｨｰ0907 String B , ｨｪｨｪ0602 Ferragina ｨｨ Grossi [2]. 7

18 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ String B ﾂ02ｨｰｨ 06ｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 B ｨｨ Patricia , ﾂｨｰ ｨｰ ｨｺｨｰｨｨ09ｨｪ ｨｪ07ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ04ｨｦ B ｨ 0706ｨｨ09ｨｺ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 09 04ｨ 0ｨ ｨｪｨｪ06ｨｬ 0ｨｨｨ 07ｨ 0406ｨｪ02, ｨｪ06 ｨｨ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺ. 0308ｨｨ ｨｰ080602ｨｪｨｨｨｨ String B ｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｬｨｪ ｨｰ0906 ｨｨ090060ｨｪ040 09ｨｰ0806ｨｺ 008ｨ ｨｪｨｨｨｰ ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｨ ｨｺｨ 030ｨ 07 09ｨｰ0806ｨｺｨ ｨｨｨｬ0202ｨｰ ｨ ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰｨｪ06ｨｦ 005ｨｨｨｪ04. 06ｨ ｨｺｨｨ02 ｨ ｨ ｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｰｨｹ0907 ｨｺ0506 ﾂｨ ｨｬｨｨ, 08ｨ 04ｨｬ02ｨｴｨ 02ｨｬ04ｨｬｨｨ 09 ｨｮ0405ｨ ｨ. 0308ｨｨ 05ｨｰ06ｨｬ, ｨｨ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪ07ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺ, ｨｰ06 ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ06ｨｰ ｨｮ0000ｨｨｨｺ0904 ｨｨ090060ｨｪ040 09ｨｰ0806ｨｺ ｨｨ 0302 ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｰ06ｨｦ ｨｨｨｺ09ｨｪ04ｨｦ 0706ｨｨ09ｨｺ ｨｨ05ｨｨ 0706ｨｨ09ｨｺ ｨｨｨ 07ｨ 0406ｨｪｨｮ, 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｰｨｹ 05ｨｨ03ｨｹ 09ｨ ｨｬｨｨ ｨｨ090060ｨｪ ｨｰ0806ｨｺｨｨ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ B ｨ, 09ｨｬ0209ｨｰ ｨｰ ﾂｨｪ07 ｨｺ0506 ﾂ02ｨｦ 09 ｨｺｨ 03006ｨｬ ｨｮ String B ｨ 008ｨ ｨｪｨｨｨｰ0907 Patricia , ｨｰ080602ｨｪｨｪ0602 ｨｪｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 09ｨｰ0806ｨｺｨ ｨｬｨｨ. 06ｨｰ ｨｰ 0708ｨｨ ｨｪ02ｨｪｨｨｨｨ 0706ｨｨ09ｨｺｨ 09 ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｪｨｮ 09ｨｰ0806ｨｺｨｮ ｨｨ04 09ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｪｨ ｨｺｨ 03004ｨｦ ｨｮ ｨ, ﾂｨｰ06ｨ ｨｨｨｰｨｹ ｨｮ06ｨｴｨｨｨｦ 006 ﾂ0208ｨｪｨｨｨｦ ｨｮ ｨｬ02 ｨｰ060006, 0708ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺ ﾂ0208ｨｪ ｨｮ0405ｨ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｨｨｪｨ ｨｨｨｺ09ｨ, ｨ ｨ ｨｪ ｨｨｨｰ0205ｨｹ09ｨｺ06ｨｬ ｨｮ ｨｰ06 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｪ02ｨ 0605ｨｹ ﾂｨｨ ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ 0ｨｨ09ｨｺｨｮ 0708ｨｨ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺｨｨ ｨｨ ｨｹｨｪ06ｨｦ 005ｨｨｨｪ04: O(p/B log B N + occ/b), () p ｨC 005ｨｨｨｪｨ ｨｨ09ｨｺ06ｨｬ06ｨｦ ｨｰ0806ｨｺｨｨ, B ｨC 08ｨ 04ｨｬ0208 0ｨｨ09ｨｺ060906ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204, occ ｨC ﾂｨｨ ｨｪｨｨｨｦ, N ｨC 09ｨｮｨｬｨｬｨ 08ｨｪｨ ｨｨｨｪｨ ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ040 09ｨｰ0806ｨｺ ｨｨｨｰｨｬ04 06ｨ ｨｪ ｨｪｨｨ07 String B ｨ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ ｨｰｨ ｨｬ ｨｮ0000ｨｨｨｺ0904 ｨｪ ｨｰ0907 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｬｨｨ 09ｨｰ0806ｨｺｨ ｨｬｨｨ, ﾂｨｰ ｨｰ ｨｮ ﾂｨｨｨｰｨｹ ｨｺｨｮ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｨ09ｨｺｨ, ｨｪ06 ｨｨ 06ｨ ｨｪ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, 0607ｨｨ09ｨ ｨｪｨｪｨ ｨ 0502ｨｬｨ B ｨｹ ｨｰｨ 02ｨｰ0907 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｨ ｨｹ: ｨｨ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺｨｨ ｨｰ0907 ﾂｨ 09ｨｰｨｹ06 ｨ ｨｪ ｨ ｨｨｨｰｨｬｨ ｨｨ ｨ 02ｨｰ0907 ｨｬｨｪ060006ｨｺ08ｨ ｨｰｨｪ06, ｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ 0ｨｨ09ｨｺｨｮ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨｺ ｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬｨｪ04ｨｦ ｨｨｨｪ002ｨｺ09 00 ｨｪｨ 0302ｨｦ 08ｨ ｨ 06ｨｰ02 04ｨ 0609ｨｪ0609ｨｮ ｨｰ , ｨｪｨｪ04ｨｦ Cho ｨｨ Rajagopalan 09 [0]. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｺ08ｨ ｨｰｨｺ06, 060ｨｪ ｨｬ02ｨｪｨｪ ｨｬ ｨｪ02ｨｺ06ｨｰ ｨｪ07ｨｰｨｨ07 ｨｨ ｨｪｨｨ07, ｨｺ06ｨｰ ｨｰ0802ｨ ｨｮ06ｨｰ ｨｮ06ｨｴｨｨ0 08ｨ ｨ 0. 03ｨｮ09ｨｰｨｹ D ={T, T 2, ｭ, T N } ｨC ｨｺ ｨｺ02ｨｨ07 ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ0609, x ｨC ｨｪ02ｨｺ06ｨｰ0608ｨ ｨ ｨｬｨｬｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｬｨｬ04 x ｨｪｨ ｨ 02ｨｰ ｨ 0302ｨｪｨｨ02: sel(x) = M(x)/N, (2) N ｨC 06ｨ ｨｴ0202 ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, M(x) ｨC ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｴｨｨ0 x. 05ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06 ﾂ02ｨｬ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨ ｨｬｨｬ04, ｨｰ02ｨｬ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｬ06 ｨｪ ｨｴｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨ ｨｰ 06ｨｰｨ ｨｨｨｰｨｹ ｨｬ ｨｨ09ｨｺｨ. 0ｨ 0708ｨｨｨｬ0208, 0008ｨ ｨｬｨｬｨ 00<a href ｨｨｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0902 html-006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ 008ｨ ｨｪｨｨｨｰｨｹ ｨｨｨｪ002ｨｺ0902 ｨｪ ｨ 08ｨ 04ｨｪ ｨｮ0006ｨｦ 09ｨｰ060806ｨｪ04, ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨ ｨｬｨｬ04 00.mp303 ｨｪｨｨ04ｨｺｨ, ｨｰ06 06ｨｪｨ ｨｬ060302ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 09ｨｮ04ｨｨｨｰｨｹ ｨｺ08ｨｮ ｨｨ09ｨｺｨ ｨｬｨ 05ｨｹｨｪ06: ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 c 0008ｨ ｨｬｨｬｨ ｨｪｨ ｨ 02ｨｰ0907 c ｨｪ06ｨｦ (c-useful), ｨｨ sel(x) =c. 008ｨ ｨｬｨｬｨ, ｨｪ ｨｴｨ c ｨｪ06ｨｦ, ｨ ｨｮ002ｨｰ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, c-ｨ ｨｪ06ｨｦ ｨｺ0605ｨｹｨｺｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ02 c 06ｨ 04 ﾂｨｪ ｨ 00ｨ 02ｨｰ ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ04ｨｬ, ｨｰ ｨ ｨｬｨｬ04 ｨｪｨ ｨ 06ｨｰ ｨｰ ｨｪ04ｨｬｨｨ ｨｨ05ｨｨ ｨ ｨｪ04ｨｬｨｨ. 00 [0] 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｬ02ｨｪｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 07060ｨｬｨｪ ｨｰ0906 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ, 06ｨ 05ｨ 0ｨ 06ｨｴ ｨｮ06ｨｴｨｨｨｬｨｨ ｨｦ09ｨｰ09ｨ ｨｬｨｨ: ｨ ) 00 ｨｪ ｨｰ ｨｰ0605ｨｹｨｺ ｨｪ ｨ ｨｬｨｬ04. ｨ ) 0ｨｨ 060ｨｪｨ 0008ｨ ｨｬｨｬｨ ｨｪ ｨｪｨ ｨｰｨｹ ｨｨｨｺ0906ｨｬ 008ｨｮ0006ｨｦ (020905ｨｨ 06ｨ ｨ ｨｬｨｬ ｨｪ04, 0609ｨｰｨ ｨｰ0907 ｨ ｨｺ060806ｨｰｨｺｨ 07). 00ｨｪ ｨｰ ｨｰｨ ｨｺｨｨｨｬ ｨｦ09ｨｰ0906ｨｬ ｨｪｨ ｨ 02ｨｰ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ04ｨｬ. 09) 08ｨｪｨ ｨｨ ﾂｨｪ06, ｨｪｨｨ 060ｨｪｨ 0008ｨ ｨｬｨｬｨ ｨｪ ｨｪｨ ｨｰｨｹ ｨｮ0000ｨｨｨｺ0906ｨｬ 008ｨｮ0006ｨｦ. 00ｨｪ ｨｰ ｨｰｨ ｨｺｨｨｨｬ ｨｦ09ｨｰ0906ｨｬ ｨｪｨ ｨ 02ｨｰ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ04ｨｬ, ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 07ｨｮｨｪｨｺｨｰ06ｨｬ (ｨ ) ｨC ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ04ｨｬ (presuf-free). 05 ｨｺｨ 03006ｨｦ 0008ｨ ｨｬｨｬ06ｨｦ 09 ｨｨｨｪ002ｨｺ ｨ 02ｨｰ ｨｨ0906ｨｺ ｨｪｨｨｨｦ, 0907ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｬ0600ｨｮｨｰ 08ｨ ｨ 00ｨ ｨｰｨｹ ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ. 05ｨ ｨｬ ｨｬｨｪ ｨｰ0906 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪ04ｨｬ ｨｨ 008ｨ ｨｪｨｨｨｰ ｨｨｨｺ06ｨｬ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｨｨｬ0208ｨ, ｨｬｨｪ ｨｰ0906 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ, ｨｰ080602ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨｪｨ ｨ 0608ｨ ｨｨ web-09ｨｰ08ｨ ｨｪｨｨ02 06ｨ ｨｴｨｨｨｬ 06ｨ ｨｲ02ｨｬ06ｨｬ 06ｨｺ ,5 0ｨ ｨ ｨｦｨｰ, ｨ ｨｨ03ｨｹ ｨｨ ｨｬ02ｨｪｨｰ0609 [0]. 0207ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｪ06 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ﾂｨｨ090502ｨｪｨｪ040 ｨｰ02ｨｬ, ﾂｨｰ ｨｨ09ｨｺ ｨｪ0702ｨｰ ﾂｨｰｨｨ ｨｪ0609ｨｰｨｹ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ. 02ｨ 08ｨ ｨｴ02ｨｪｨｨ02 ｨｺ ｨｰｨｺ06ｨｬｨｮ 0ｨｨ09ｨｺｨｮ ｨｨ ｨｨｨｰ ｨｨ03ｨｹ ｨｪｨ 04ｨ ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｬ 05ｨｰｨ 0702 ｨC 0708ｨｨ 09 ﾂｨｨｨｰ0409ｨ ｨｪｨｨｨｨ 0907ｨｨ09ｨｺ ｨｪｨｨｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ, ｨｺ0605ｨｹｨｺｨｮ ｨｪ ｨ ｨｬｨｬ04 ｨｨｨｬ0206ｨｰ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ03ｨｨ ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ, ﾂｨｨ ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ 0ｨｨ09ｨｺｨｮ ｨｰｨ ｨｺ0302 ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06, ｨ ｨｮ ﾂｨ 02 ｨｪ02ｨｮ0ｨ ﾂｨｪ ｨｨ09ｨｺｨ ｨ ｨｴ02 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰｨ ｨｰｨｹ02 [0] ｨ ｨｪ ｨｨ09ｨ ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 0ｨ ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｮ09ｨｺ060802ｨｪｨｨ ｨｨ09ｨｺｨ ｨｮ050708ｨｪ04ｨｬ ｨ 0302ｨｪｨｨ07ｨｬ. 00 [5] 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨ ｨｪｨｨ04ｨ 02ｨｨ07 ｨｪ02 ﾂ02ｨｰｨｺ ｨｨ09ｨｺｨ 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ 0609ｨｪ q-0008ｨ ｨｬｨｬ ｨｮ ﾂ02ｨｪｨｪ [5] ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｺ ｨｪ060907ｨｰ0907 ｨｨ ｨｪｨ ｨｨｨｪ002ｨｺ09 ｨｪｨ 0609ｨｪ ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ ｨｪ06 006ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 cｨｮｨｬｨｬｨ 08ｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ ｨｪｨｨｨｦ 09 0ｨｮ00302ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪ ｨ 02ｨｰ 09ｨｮｨｬｨｬｨ 08ｨｪ06ｨｦ 005ｨｨｨｪ04 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨ 0604ｨｪｨ ﾂｨｨｨｬ 04ｨ T i 005ｨｨｨｪｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ T i (09 09ｨｨｨｬ090605ｨ 0). D =02 i T i. 03ｨｮ09ｨｰｨｹ X ｨC ｨｨ ｨｹｨｪ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602 ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ ｨｨ04 D ｨ ﾆ x ﾊX M( x ) ﾜ D (3) ｨｮ09ｨｰｨｨｨｬ, ﾂｨｰ06 ｨｪ0208ｨ 0902ｨｪ09ｨｰ0906 ｨｪ ｨｪ0702ｨｰ ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 006ｨｰ07 ｨ ｨｪ06ｨｬ ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪｨ ｨｦ002ｨｰ ｨｨ02ｨｨ07, 09 ｨｺ06ｨｰ060806ｨｦ ｨｪｨ ﾂｨｨｨｪｨ 06ｨｰ ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｬｨｬ ｨｪｨ ｨｺ06, ｨｰｨ ｨｺ ｨ 04ｨｰｨｹ ｨｪ02 ｨｬ060302ｨｰ, ｨｺ0605ｨｹｨｺｨｮ 09 X ｨｪｨｨｨｺｨ ｨｺｨ ｨ ｨｬｨｬｨ ｨｪ ｨｰ ｨｨｨｺ0906ｨｬ 008ｨｮ0006ｨｦ. 0ｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 08ｨ 04ｨｬ ｨｨ09ｨｺ

19 ｨｪ008ｨｨｨ ｨｪ0609, ｨｨｨｪｨｨｨｪ. 0308ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 002ｨｪｨｨｨｦ 06ｨｺｨ ｨ 02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ 04 ｨｬ02ｨｪｨｹ0302, ﾂ02ｨｬ 06ｨ ｨｲ02ｨｬ ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨｪ0609ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨｰ ｨｰｨ ｨｰｨｨ ﾂｨｪ0609ｨｰｨｹ ｨｨｨｪ002ｨｺ09ｨ ｨC ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｰ02ｨｺ09ｨｰ0609ｨ 07 ｨｺ ｨｺ02ｨｨ07 ｨｪ02 ｨｨ04ｨｬ02ｨｪ0702ｨｰ0907 ｨｨ05ｨｨ ｨｨ04ｨｬ02ｨｪ0702ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺ ｨｪｨ 0302ｨｦ 08ｨ ｨ 06ｨｰ ｨｪ04 ｨ ｨｨｨｰｨｬ04, ｨｴｨｨ ｨ 05ｨｨ040609ｨ ｨｰｨｹ 06ｨ ｨｪ ｨｬ0609ｨｰｨｹ ｨｨｨｪ002ｨｺ09ｨ 04ｨ 09 ﾂ02ｨｰ ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｮ0ｨｮ00302ｨｪｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｨ09ｨ ｨｪｨｨ02 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ ｨｨ00ｨｨｨｺｨ 02ｨｨ07 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｨｨｰｨｬｨ ｨｰ080602ｨｪｨｨ07 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨｪｨ ﾂｨ 0502, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｪ0702ｨｰ ｨｰ080602ｨｪｨｨ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ ｨｨｨｪ002ｨｺ09ｨ [0]. 0ｨ ｨｬ 05ｨｰｨ ｨｰ0806ｨｨｨｰ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602 ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨ ｨｨｨｰｨｬ ｨｮ ﾂ02ｨｪ ｨｨ04 ｨ ｨｨｨｰｨｬｨ apriori, ｨｨ ｨｹ04ｨｮ02ｨｬ06ｨｬ 09 06ｨ 05ｨ 09ｨｰｨｨ data mining ｨｨ ﾂ02ｨｪｨｨ07 ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨｬ02ｨｪｨｰ ｨｪ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: k =, expand = {.} //. ｨC 07ｨｮ09ｨｰｨ 07 09ｨｰ0806ｨｺｨ while (expand ｨｪ02 07ｨｮ09ｨｰ06) k-grams : = k-0008ｨ ｨｬｨｬ04 09 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040, (k-)ｨc ｨｨｨｺ09 ﾊ expand expand : = {} For each gram x in k-grams If sel(x) = c Then insert(x,index) Else expand : = expand 06 {x} k: = k ｨｮｨｰｨｨ, 09ｨｪｨ ﾂｨ ｨｪ0702ｨｰ ｨｨ090060ｨｪ04ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ ｨｨ ｨｨ ｨｺｨ 06ｨｰ ｨ ｨｬｨｬ04 005ｨｨｨｪ ｨｨ ｨｨ ｨｪｨｨ0 0209ｨｰｨｹ ｨｪ0402, 06ｨｪｨｨ 0706ｨｬ02ｨｴｨ 06ｨｰ ｨｨｨｪ002ｨｺ ｨｰｨ 05ｨｹｨｪ ｨ ｨｬｨｬ04 ｨｪｨ ｨｮ06ｨｴ02ｨｬ ｨ 06ｨｰ ｨ 09ｨ ｨｪｨ 060ｨｨｨｪ 09ｨｨｨｬ090605, ｨｨ ｨｰ ｨｨ ｨ ｨｬｨｬｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｬ0603ｨｪ04 08ｨ 0405ｨｨ ﾂｨｪ ｨｨ09ｨｰｨｨｨｺｨｨ, ｨ 06ｨｴｨｨ02 09ｨｺ ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 ｨC ｨｪｨ 0708ｨｨｨｬ0208, ｨｮ ﾂ02ｨｪｨｨ ｨ ｨｬｨｬ 005ｨｨｨｪ k ｨｨ k + 04ｨ ｨｨ ｨｹ ｨｪｨｮ03ｨｪ06 08ｨ 0909ｨｬ06ｨｰ0802ｨｰｨｹ 060ｨｨｨｪ ﾂｨ 09ｨｰｨｪ04ｨｦ 0905ｨｮ- ﾂｨ ｨｦ ｨC ﾂｨｰ ｨ ｨｰｨｹ ｨ ｨｬｨｬｨ ｨｬｨｨ, ｨｺ06ｨｰ ｨｨ0 08ｨ 0903ｨｨ0802ｨｪｨｨ07 06 ﾂ02ｨｪｨｹ ｨｬ ｨｪｨｪ06 ｨｮｨｬ02ｨｪｨｹ03ｨ 06ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ ｨｨｨｪｨ 0008ｨ ｨｬｨｬ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｰ0907 ｨｪ02ｨｺ06ｨｰ060804ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ02ｨｬ, ｨｨ, ｨｨ ｨｰ080602ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 005ｨｨｨｪｨ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 0008ｨ ｨｬｨｬ ｨｰｨｨ00ｨ 02ｨｰ 05ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ07, ｨ 0008ｨ ｨｬｨｬｨ ｨ 02ｨｰ 0609ｨｰｨ 09ｨ ｨｰｨｹ0907 ｨ ｨｪ06ｨｦ, ｨｰ ｨ ｨｬｨｬｨ ｨ ｨ ｨｰ ｨｨｨｪ002ｨｺ09. 0ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602 ｨｬｨｪ ｨｰ ｨ ｨｴｨ 02ｨｰ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ ｨｰ ｨ ｨｬｨｬ04 ｨｬｨｪ ｨｰ09ｨ 08ｨ ｨ ﾂｨｨ09ｨ 06ｨｰ0907 ｨｨ ｨｰｨｨ08ｨｮ06ｨｰ ｨｺ09ｨｨｨｺ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｬｨｬ04, ｨｺ06ｨｰ ｨｨｨｬ0205ｨｨ 06ｨ ｨｴｨｨｨｦ 09ｨｮ0000ｨｨｨｺ09, 09ｨｰｨ ｨｪｨｮｨｰ ｨｨｨｬ02ｨｰｨｹ 06ｨ ｨｴｨｨｨｦ ｨｨｨｺ09 ｨｨ ｨｰｨｨ080609ｨｺｨｨ ｨ ｨｮ0ｨｮｨｰ 09ｨｰ0607ｨｰｨｹ ｨｬ ｨｹ ｨｪ ｨｪ06 04ｨ 060ｨｨｨｪ ｨｰｨ ｨｨｨｰｨｹ 05ｨｨ03ｨｪｨｨ02, ﾂ ｨｰｨ 0903ｨｨ ｨｪ0609ｨ 08ｨ ｨｪｨｮｨｰｨｹ. 0ｨ ｨｺ06ｨｪ0202, ｨｪｨ ｨｰ0802ｨｰｨｹ02ｨｬ 04ｨ ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｬ 05ｨｰｨ ｨｪ0208ｨｨ08ｨｮ06ｨｰ ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｺ0605ｨｹｨｺｨｮ 09 [0] ｨｪ02 ｨｮｨｰ06 ﾂｨｪ0702ｨｰ0907, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 05ｨｰ ｨｪ0702ｨｰ0907, 0708ｨｨ ｨｬ ｨｬ0603ｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｨ ｨｪｨｨｨｬ ｨｪｨｺｨｮ. 04ｨ 0406ｨ ｨｹ02ｨｬ ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ K 07060ｨｬｨｪ ｨｰ09 060ｨｨｨｪｨ ｨｺ060906ｨｦ 005ｨｨｨｪ04 ｨｰｨ ｨｺ, ﾂｨｰ06ｨ 04 08ｨ 04ｨｬ ｨｨ09ｨｺ ｨｪｨｨｨｦ ｨｺｨ ｨｬｨｪ ｨｰ09ｨ 08ｨ 09ｨｪ ｨ 04ｨｬ0208ｨｮ 00609ｨｰｨｮ07ｨｪ06ｨｦ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｺｨ ｨｰｨ ｨｺ ｨｬｨｪ ｨｰ09ｨ ｨｪｨｨｨｬ 06ｨｰ00205ｨｹｨｪ04ｨｦ ｨｪ04ｨｬ 0ｨ ｨｪｨｪ04ｨｬ, ｨｬｨｨ08ｨｮ02ｨｬ 0907ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｰ ｨｬｨｪ ｨｰ09ｨ ｨｨ 09ｨ ｨｨｨｬ ｨｨ0 ｨｪｨ 0ｨｨ09ｨｺ ｨｪｨｨｨｬ ｨｨ ﾂｨｨｨｪｨｮ K. 03ｨｮ09ｨｰｨｹ 09 ｨC ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪ ｨｮｨ ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ ｨ ｨｬｨｬ04 09 ｨｨｨｪ002ｨｺ ｨｪ02ｨｬ ｨｨｨｬ0206ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ c/ ｨｨ N ｨC ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, G ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｬｨｬ, ｨｰ06 ﾂｨｨ ｨｬ02ｨｪｨｰ ｨｪ06ｨｬ 0907ｨｨ09ｨｺ ｨｪｨｨｨｦ ｨｪｨ ｨｦ002ｨｰ0907 ｨｺｨ ｨｺ cn/2, ｨ ｨ ｨｲ02ｨｬ ｨ ｨｮ002ｨｰ 08ｨ 0902ｨｪ tcn/2, t ｨC 06ｨ ｨｲ02ｨｬ, ｨｺ06ｨｰ060804ｨｦ 04ｨ ｨｪｨｨｨｬｨ 02ｨｰ 060ｨｨｨｪ ｨｬ02ｨｪｨｰ 0907ｨｨ09ｨｺｨ ｨ K ｨｪｨ ｨｦ002ｨｰ0907 ｨｺｨ ｨｺ K= N c t G/(2M), (4) M ｨC 06ｨ ｨｲ02ｨｬ 00609ｨｰｨｮ07ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ. 0ｨ 0708ｨｨｨｬ0208, ｨｬ05ｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 00 ｨｰ ｨ ｨｬｨｬ 09 ｨｨｨｪ002ｨｺ ｨｨ c = 0,005, t = 4 ｨｨ 52 00ｨ ｨ ｨｦｨｰ 00609ｨｰｨｮ07ｨｪ06ｨｦ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ 00609ｨｰｨ ｨｰ 06 ﾂｨｪ ｨｪｨｨｨｰｨｹ ｨｨ03ｨｹ 009ｨ ｨ ｨｦ002ｨｬ ｨｰ ｨｹ ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ, ｨｺ06ｨｰ ｨｪｨｮ03ｨｪ06 09ｨｪ0209ｨｰｨｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 06ｨ ｨｪ ｨｬ0609ｨｰｨｨ ｨｨｨｪ002ｨｺ09ｨ , ｨｮ02ｨｰ 04ｨ ｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨ 06ｨｰｨ 0608ｨ 0008ｨ ｨｬｨｬ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07, ｨ 00ｨ 02ｨｬ04ｨｦ 09 [0], 00205ｨ 02ｨｰ 0708ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ06 ｨｪ ｨｬ0603ｨｪ04ｨｬ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨ ｨｪ ｨｪｨｨ02 ｨｨｨｪ002ｨｺ09ｨ, ｨｺ0605ｨｹｨｺｨｮ 09 ｨｨｨｪ002ｨｺ ｨｪ0609ｨｰｨｹ06 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 06 ｨｪ02ｨｺ06ｨｰ060806ｨｦ ﾂｨ 09ｨｰｨｨ ｨ ｨｪ ｨ ｨｬｨｬ. 0308ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ ｨｪ ｨ ｨｦ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪｨｮ06 ｨｺ ｨｺ02ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｮ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｬｨｬ ｨ ｨｮ002ｨｰ ｨｨ04ｨｬ02ｨｪ07ｨｰｨｹ ｨ ｨｺ0302 ｨ ｨｮ002ｨｰ ｨｨ04ｨｬ02ｨｪ07ｨｰｨｹ0907 ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｰ ｨ ｨｬｨｬ, ｨｺ06ｨｰ ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨｨｨ ｨ 0405ｨｨ ｨｰ06 06ｨｰｨ ｨｪ04. 0ｨ ｨｺ06ｨｪ0202, ｨｬ0603ｨｪ06, ｨｺｨ ｨｺｨｨ02-ｨｰ06 ｨｨ04 05ｨｰｨｨ0 0008ｨ ｨｬｨｬ, ｨ ｨｮ0ｨｮ ﾂｨｨ ｨｪｨｨ04ｨｺ ｨｺｨｰｨｨ09ｨｪ04ｨｬｨｨ 08ｨ ｨｪｨｹ0302, 0708ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ ｨｪ ｨ ｨｦ ｨｦ0ｨｮｨｰ 09 08ｨ ｨｺ ｨｺｨｰｨｨ09ｨｪ ｨ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ 05ｨｰｨｮ 09ｨｨｨｰｨｮｨ 02ｨｨ06, ｨｨ ｨｹ04ｨｮ07 ｨｰ0605ｨｹｨｺ06 ｨｨｨｪ002ｨｺ09 ｨｨ ｨｪ02 06ｨ 08ｨ ｨｴｨ 0709ｨｹ ｨｺ ｨｨ090060ｨｪ04ｨｬ 0ｨ ｨｪｨｪ04ｨｬ, ｨｪ ｨｬ0603ｨｪ06, ｨｺ0605ｨｹｨｺｨｮ ｨｪｨｨｨｺｨ ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ 05ｨｰｨｨ0 0008ｨ ｨｬｨｬｨ 0 09 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬｨｪ06ｨｬ ｨｨｨｪ002ｨｺ0902 ｨｪ02ｨｰ ｨｰ060006, ﾂｨｰ06ｨ ｨ ｨｰｨｹ ｨｨｨｪ002ｨｺ09 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ 06ｨ ｨｪ ｨｬ04ｨｬ, ｨｪｨｮ03ｨｪ06, ﾂｨｰ06ｨ 04 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, 008ｨ ｨｪ07ｨｴ02ｨｦ ｨｪ02ｨｬ, ｨ ｨｰｨ ｨｰ06 ﾂｨｪ ｨ 09 ﾂ02ｨｰｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0506ｨ 06ｨｦ ｨ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ04 ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｰ060006, ﾂ ｨｹ, ｨｪ0206ｨ 0060ｨｨｨｬ06, ﾂｨｰ06ｨ ｨｨｨｪ002ｨｺ ｨ 05ｨｨ09ｨｹ 0709ｨｪ06 ｨｨ05ｨｨ ｨｪ020709ｨｪ06 (ｨｪｨ 0708ｨｨｨｬ0208, ｨｰｨ ｨｮ00ｨｨ0 0008ｨ ｨｬｨｬ) ｨｬ0603ｨｪ0402 ｨ ｨｪ ｨ ｨｬｨｬ04 ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ. 00 ｨｪｨ 0302ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｬ ｨ 00ｨ 02ｨｬ 008ｨ ｨｪｨｨｨｰｨｹ 09 ｨｨｨｪ002ｨｺ ｨｨ03ｨｹ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602 ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ (ｨ ｨｪ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602, ｨｺｨ ｨｺ 09 [0]) ｨC ｨｰ ｨｰｨｹ, ｨｪｨｨｨｺｨ ｨｺｨ ｨ ｨｬｨｬｨ 09 ｨｨｨｪ002ｨｺ0902 ｨｪ02 ｨｬ060302ｨｰ ｨｰｨｹ ｨｨｨｺ0906ｨｬ ｨｪｨｨｨｺｨ ｨｺ06ｨｦ 008ｨｮ0006ｨｦ 0008ｨ ｨｬｨｬ04, ｨｪ06 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ0000ｨｨｨｺ0906ｨｬ. 0006ｨｴｨｪ0609ｨｰｨｹ ｨｰｨ ｨｺ ｨｬｨｪ ｨｰ09ｨ ｨ ｨｮ002ｨｰ, 08ｨ 04ｨｮｨｬ0202ｨｰ0907, 09 ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ 04 ｨ 0605ｨｹ0302, ｨｨ ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨ ｨｰｨｨ07ｨ ｨｪ040 0ｨ ｨｪｨｪ040 ｨｰ0802ｨ ｨｮ02ｨｰ 0ｨ 05ｨｹｨｪ02ｨｦ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ ｨｪｨ ｨｺ06, ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｪｨ 0905ｨｮ ﾂｨ ｨｦｨｪ040 ｨｪｨ ｨ 0608ｨ 0 web-09ｨｰ08ｨ ｨｪｨｨ02 ｨｬ0603-9

20 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ06 09ｨｮ0ｨｨｨｰｨｹ, ﾂｨｰ06 06ｨ 04 ﾂｨｪ06 08ｨ 04ｨｬ ｨｨｨｺ09ｨｪ ｨ 060ｨｪ ｨｬｨｪ ｨｰ09ｨ 0008ｨ ｨｬｨｬ ｨｪ ｨ 02ｨｰ 0, % 06ｨｰ 09ｨｮｨｬｨｬｨ 08ｨｪ06ｨｦ 005ｨｨｨｪ04 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨ ｨ 08ｨ ｨｰｨｨｨｬ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02, ﾂｨｰ06 ｨｬ0603ｨｪ06 ｨｪ02 ｨｮ09ｨｰ08ｨ ｨｪ07ｨｰｨｹ ｨｪ0609ｨｰｨｹ06 09ｨｰ060806ｨｦ 05ｨｰｨ ｨｨ09ｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ. 00ｨｬ0209ｨｰ06 05ｨｰ ｨｬ0603ｨｪ06 ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ ｨｰｨ ｨｺ, ﾂｨｰ06ｨ 04 ｨｪ02 06ｨｰｨ 08ｨ ｨ ｨｰｨｹ 05ｨｨ03ｨｪｨｨ ｨ ｨｬｨｬ04, ｨ 05ｨｨ03ｨｹ 0706ｨｬ02 ﾂｨ ｨｰｨｹ, ｨｺｨ ｨｺｨｨ02 ｨｨ ｨ ｨｬｨｬ ｨｰｨ ｨｰ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ ｨｬｨｪ ｨｰ ｨｬｨｪ ｨｰ09ｨ. 0ｨ 0708ｨｨｨｬ0208, 07ｨｮ09ｨｰｨｹ ｨｮ ｨｪｨ 09 ｨｨｨｬ0202ｨｰ0907 ｨｪｨ ｨ ｨ ｨｬｨｬ {00abc03, 00bc03, 00cde03} ｨｰ ｨｰｨ 07ｨ ｨ ｨｨｨｰｨｬｨ 06ｨｪ06 ｨ ｨｮ002ｨｰ ｨｰｨｹ ｨｰｨ ｨｺ: {00abc03, 00bc03 *, 00cde03 * }, ﾂｨｺｨ ｨｬｨｨ 06ｨｰｨｬ02 ﾂ02ｨｪ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ ｨｬｨｪ ｨｰ ｨ ｨｺ06ｨｦ ｨｰ 09ｨｰ0806ｨｨｨｰｨｹ 0907ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｰ0605ｨｹｨｺ ｨｮ0000ｨｨｨｺ09ｨｪ ｨ 060ｨｪ ｨｬｨｪ ｨｰ09ｨ ｨｮ0006ｨｦ 09ｨｰ060806ｨｪ04, 05ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｮ ｨｪ0702ｨｰ 0607ｨｨ09ｨ ｨｪｨｪｨｮ06 0ｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 0ｨ ｨｪｨｪ040, ｨｰ06ｨｬｨｮ 09 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｨ ｨｪｨｨｨｨ ｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ ｨｨ0906ｨｺ ｨｪｨｨｨｦ 008ｨ ｨｪｨｨｨｰ ｨｺｨ 03006ｨｦ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ ｨｰ060006, ﾂｨｰ06ｨ ｨ ｨｰｨｹ ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｨ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｰｨｨ09ｨｪ04ｨｬｨｨ ｨｺ ｨｰｨｨ, ｨ 00ｨ 02ｨｰ ｨ ｨｪｨｨｨｰｨｹ ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ 09 09ｨｨ002 05ｨｮ ﾂｨ ｨC ｨｨ0ｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804, 09 ｨｺ06ｨｰ060806ｨｦ ｨｺｨ ｨ ｨｬ02 ﾂｨ 02ｨｰ ｨｪｨｨｨｬ 09ｨｨｨｬ ｨｬ ｨｨ090060ｨｪ ｨ 0500ｨ 09ｨｨｨｰｨ, ｨ ｨｺｨ 03006ｨｦ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪ02ｨｺ06ｨｰ060804ｨｦ 07ｨｮｨｰｨｹ 06ｨｰ ｨｺ0608ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｨ09ｨｰｨ. 08ｨ 03004ｨｦ 05ｨｨ09ｨｰ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨ 02ｨｰ0907 ｨｪｨ 0907ｨｨ0906ｨｺ ｨｪｨｨｨｦ, ｨ ｨｴｨｨ0 0008ｨ ｨｬｨｬｨｮ, ｨｰｨ ｨｬｨｮ06 05ｨｰｨｨｨｬ 05ｨｨ09ｨｰ06ｨｬ (08ｨｨ09. ) ｨｮ ﾂｨ 02 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ ｨ 04ｨｬ0208ｨ 0907ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｬ0600ｨｮｨｰ 008ｨ ｨｪｨｨｨｰｨｹ0907 ｨｨ ｨｪ ｨｰ0902ｨｪｨｪ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨC ｨｰ06000ｨ 09 05ｨｨ09ｨｰｨｹ070 ｨ ｨｮ0ｨｮｨｰ 08ｨ ｨ 00ｨ ｨｰｨｹ ｨｰ0402 ｨｮｨｺｨ 04ｨ ｨｰ0205ｨｨ. 0308ｨｨ ｨｰｨ ｨｺ06ｨｦ ｨｨ0ｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰｨ ｨｪｨｨ ｨ ｨｬｨｬ ｨｬ0603ｨｪ ｨｪ07ｨｰｨｹ ｨｺｨｮ ｨｪｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 09 ｨｨｨｪ002ｨｺ0902 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 0008ｨ ｨｬｨｬ04 04ｨ ｨｬ07, ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｨｨｪ ｨｬ02 ｨｰ060006, ｨｰｨ ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ 0409ｨｰ ｨ 0909 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0506ｨ 06ｨｦ 0008ｨ ｨｬｨｬ04 09 ｨｨｨｪ002ｨｺ0902, ｨｺｨ ｨｺ ｨｪ06ｨｦ, ｨｰｨ ｨｺ ｨｨ ｨ ｨｪ06ｨｦ ｨ 09 ﾂ02ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0008ｨ ｨｬｨｬ 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0506ｨ 06ｨｦ 0008ｨ ｨｬｨｬ04, 0709ｨｪ ｨｰｨ ｨｪｨｪ06ｨｦ 09 ｨｨｨｪ002ｨｺ0902 (ｨｰ ｨｰｨｹ, ｨｰｨ ｨｺ06ｨｦ 0008ｨ ｨｬｨｬ04, ｨｺ06ｨｰ0608ｨ 07 04ｨ ｨｺｨ ｨｪ ﾂｨｨ09ｨ 02ｨｰ ｨｺｨ ｨｺ06ｨｬ-ｨｰ06 05ｨｨ09ｨｰ ｨ ) ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0904 ﾂｨｨ090502ｨｪｨ ｨｬｨｮ0502 (2) ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0506ｨ 06ｨｦ ｨ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ04, 0709ｨｪ06 ｨｪ ｨｰｨ ｨｪｨｪ06ｨｦ ｨｪｨｨｨｺｨ ｨｺｨｨｨｬ 05ｨｨ09ｨｰ06ｨｬ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨ ｨｮ06ｨｴ02ｨｦ ｨｬｨｮ0502: Sel( y ) = F ﾈ F2 ﾈK N ﾈ (5) 00002: Sel(y) ｨC ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨ ｨｬｨｬ04 y, F, F 2,... F n ｨC ｨｬｨｪ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｪｨｪ ｨ ｨｬｨｬｨ ｨｬｨｨ, ｨｨｨｺ0906ｨｬ ｨｺ06ｨｰ ｨｰ0907 y ｨｪｨｨｨｬ ｨｺｨ 04ｨ ｨｪｨｪ0602 ｨｪｨ 0708ｨｨｨｬ ｨｮ09ｨｰｨｨｨｬ, 09 ｨｨｨｪ002ｨｺ ｨｰｨｹ 0902ｨｰ09ｨｹ ｨ, ｨｰｨ ｨｪｨｪｨ 07 ｨｪｨ 08ｨｨ ｨ ｨｺ08ｨ 0302ｨｪｨｪ04ｨｬｨｨ ｨｨｨｪｨ ｨｬｨｨ 06ｨ 0604ｨｪｨ ﾂ02ｨｪ04 05ｨｨ09ｨｰｨｹ ｨ, ｨｬ 09 ｨｺｨ 03004ｨｬ 05ｨｨ09ｨｰ06ｨｬ 0708ｨｨ ｨｪ06 ｨｬｨｪ ｨｰ0906 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09 ｨｺ06ｨｰ ｨｨｨｰ ｨ ｨｬｨｬｨ, ｨｰｨ ｨｬｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ 05ｨｨ09ｨｰ06ｨｬ. 03ｨｮ09ｨｰｨｹ ｨｨｨｬ0208ｨ N = ｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ04 00aba03 ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪｨ Sel(00aba03) = 4/0= 0,4. 0ｨ ｨｦ002ｨｬ ｨｰ ｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ04 00ab03. 02ｨｪｨ ｨｰ ｨｨｨｺ0906ｨｬ ｨｰ ｨ ｨｬｨｬ: 00abc03, 00abda03, 00aba ｨ ｨｰ0205ｨｹｨｪ06, ｨｪｨｮ03ｨｪ ｨｰｨｹ ｨｬｨｪ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｪｨｪ ｨｰｨｨｨｬｨｨ 0008ｨ ｨｬｨｬｨ ｨｬｨｨ, ｨｪｨｨｨｰｨｹ ｨｨ0 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02, ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ ﾂｨｨｨｬ ｨｬｨｪ ｨｰ0906 {, 2, 3, 4, 5, 7}, ｨｬ06ｨｴｨｪ0609ｨｰｨｹ ｨｺ06ｨｰ ｨ 09ｨｪｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨ ｨｬｨｬ04 00ab03 08ｨ 09ｨｪｨ 0,6. F n 04ｨｨ ｨｨｨｬ ｨｰ09ｨｨ ｨ ｨｨｨｪ002ｨｺ09ｨ 05ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06 ｨｺｨ 03004ｨｦ 08ｨ ｨｪ07ｨｰｨｹ 0607ｨｨ09ｨ ｨｪｨｪ ﾂｨｨ090502ｨｪｨｨ ｨｹｨｬｨ 04ｨ ｨｰ08ｨ ｨｰｨｪ ｨ 08ｨ 04ｨｪ06 008ｨ ｨｪｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｪｨｪ ｨ ｨｬｨｬ06ｨｦ, 09 ｨｺｨ 03006ｨｬ ｨｮ ｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ﾂｨｨ090502ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0008ｨ ｨｬｨｬ04 ｨ ｨｮ002ｨｰ ｨｪ07ｨｰｨｹ ｨ ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰｨｪ ｨｬ07. 04ｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｨｨｪ002ｨｺ09ｨ ｨｨｨｰｨｬ04 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0708ｨｨ 0909ｨｰｨ 09ｨｺ02 ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ ｨｨ09ｨ ｨｪｨｨ02ｨｬ ｨ ｨｨｨｰｨｬｨ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0708ｨｨｨｬ0208, 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ06ｨｴｨｨｨｦ 08ｨ 0405ｨｨ ﾂｨｪ ｨｮ ﾂｨ ｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0008ｨ ｨｬｨｬ, ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨｨ 0909ｨｰｨ 09ｨｺ02 ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 03ｨｮ09ｨｰｨｹ ｨｨｨｬ0206ｨｰ ｨ ｨｰ02ｨｺ09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨC 00abcaed03 ｨｨ 00abex03, ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｮ09ｨｰｨ ｨｪ

21 ｨｪ008ｨｨｨ ｨｪ0609, ｨｨｨｪｨｨｨｪ. 0308ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 0502ｨｪ 08ｨ 09ｨｪ04ｨｬ 0.5 (ｨｰ ｨ ｨｬｨｬｨ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨｪ06ｨｦ, ｨｨ 06ｨｪｨ 0909ｨｰ0802 ﾂｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｪ06ｨｦ ｨｨ04 05ｨｰｨｨ0 09ｨｰ0806ｨｺ) ｨｨｨｺ09ｨｪ ｨ 060ｨｪ0602 ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪ06 {00abc03, 00bc03, 00c03, 00ae03, 00ed03, 00abe03, 00be03, 00ex03, 00x03} (06ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨｨｺ09ｨｪ06-09ｨｮ0000ｨｨｨｺ09ｨｪ0602 ｨｬｨｪ ｨｰ0906 ｨ ｨ ｨ ｨｬ02ｨｪｨｹ0302 ｨC {00ae03, 00be03, 00c03, 00d03, 00x03}). 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0909ｨｰｨ 09ｨｺｨｮ ｨｰ0802ｨｰｨｹ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨC 00cdz ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨ ｨｬｨｬ04 00c ｨ 09ｨｰ02ｨｰ 09 / /3 ｨC ｨｰ ｨ ｨｬｨｬｨ 09ｨｰｨ ｨｪ02ｨｰ ｨ ｨｪ06ｨｦ ｨ 0060ｨｨｨｬ ｨｪｨｨｨｰｨｹ ｨ 02ｨｨ ｨ 0903ｨｨ0802ｨｪｨｨ07 ｨC 06ｨ 08ｨ ｨｰｨｨｨｰｨｹ0907 ｨｺ 0907ｨｨ09ｨｺｨｮ ｨｪｨｨｨｦ, 09 ﾂｨｨｨｰｨ ｨｰｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ04, ｨ ｨ 00ｨ 02ｨｰ ｨ ｨｬｨｬｨ, ｨｪｨｨｨｰｨｹ ｨ 09ｨ 09ｨｨｨｬ090605ｨ ｨｬｨｨ ｨｰｨ ｨｺ, ﾂｨｰ06ｨ ｨｮ ﾂｨ 06ｨｴｨｨ ｨ ｨｬｨｬ04 09ｨｰｨ 05ｨｨ ｨｪ ｨｨｨｰ c03 ｨｨ04 ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ ｨ 04ｨｰｨｹ ｨｮ0ｨ 0502ｨｪｨ, ｨ 09ｨｬ0209ｨｰ06 ｨｪ ｨ ｨ ｨｪ ｨ ｨｬｨｬ04 00ca03 ｨｨ 00cd ｨｺｨｰｨｨ09ｨｪ0609ｨｰ07ｨｬｨｨ /3. 008ｨ ｨｬｨｬｨ 00z03, 0909ｨｰ0802 ﾂｨ 06ｨｴｨ ｨｪ060906ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02, 09 ｨｨｨｪ002ｨｺ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｪｨｨｨｺｨ ｨｺｨ ｨｮ00ｨ ｨ ｨｬｨｬｨ ｨｪ02 ｨｪｨ ﾂｨｨｨｪｨ 02ｨｰ ｨｰｨ ｨｺ ｨｨｨｺ09ｨ. 02ｨｰ09060ｨ ｨｬ0603ｨｪ ｨ ｨｰｨｹ ｨｪ0609ｨｰｨｨ ｨｨ 006ｨ ｨ 09ｨｨｨｰｨｹ 09 ｨｨｨｪ002ｨｺ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪｨ /3. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｰ ｨｹ ｨ ｨｪｨｮ ｨ ｨｬｨｬｨｮ 00ab03, ｨｺ06ｨｰ0608ｨ ｨ ｨｪｨｨ05ｨ 09ｨｹ 09 ｨｨｨｪ002ｨｺ0902 ｨｪ ｨｪ ｨｨ002 06ｨ ｨｴ ｨｨｨｺ09ｨ 00abc03 ｨｨ 00abe ｨｺ0605ｨｹｨｺｨｮ 09 ｨｪ060906ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｪ02ｨｰ ｨｰｨ ｨｺ06ｨｦ 0008ｨ ｨｬｨｬ04, ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｮｨｬ02ｨｪｨｹ03ｨｨｨｰ /3, ｨｪ ｨ ｨｬｨｬｨ 0706ｨｺｨ 02ｨｴ ｨｰｨ ｨｪ02ｨｰ0907 ｨ ｨｪ06ｨｦ. 020ｨｪｨ ｨｺ06, ｨｮ ｨｨ 0909ｨｰｨ 09ｨｺ02 ﾂ02ｨｰ090208ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ (ｨｪ ｨ ｨｴ ab03), ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｮ07ｨ 002ｨｰ 006 / ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨ ｨｬｨｬ04 00abc03 ｨｨ 00abe ｨｪ04 ｨ 04ｨｰｨｹ ｨｮ0ｨ 0502ｨｪ04 ｨｨ04 ｨｨｨｪ002ｨｺ09ｨ, ｨ 09ｨｬ0209ｨｰ06 ｨｪｨｨ0 0609ｨｰｨ ｨｪｨ 00ab ｨｹ ｨｬｨｮ05ｨｨ08ｨｮ02ｨｬ ｨ ｨｨｨｰｨｬ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0708ｨｨ 0909ｨｰｨ 09ｨｺ02 ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ 09 ｨｺ ｨｺ02ｨｨ06. 02ｨｪ ｨ ｨｮ002ｨｰ ｨｰｨｹ ｨｰｨ ｨｺ: ｨｺｨ 03006ｨｦ ｨｨ02ｨｨｨｨ 0909ｨｰｨ ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪｨｨｨｰｨｹ ｨｮ06ｨｴ0202: ｨｰｨ ｨｰｨｹ 09 ｨｺ060802ｨｪｨｹ ｨ ｨｨ ｨｪｨｨｨｰｨｹ 0907ｨｮ09ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 09ｨｨｨｬ090605ｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｪｨｨ07 07ｨｮｨｪｨｺｨｰｨ. ｨｬ ｨ 05ｨｨ 09 05ｨｨ09ｨｰ ｨ : ｨｰｨ ｨｬ ｨｨ0906ｨｺ ｨｪｨｨｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨ ｨ ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ ﾂｨｨｨｰ0409ｨ 02ｨｬ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 05ｨｨ09ｨｰｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨ ｨ ｨｬｨｬｨ 09ｨｰｨ 05ｨ ｨ ｨｪ06ｨｦ, 06ｨ 08ｨ ｨｴｨ 02ｨｬ0907 ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ 0907ｨｨ09ｨｺｨ ｨｪｨｨｨｦ ｨｨ 08ｨ 0903ｨｨ080702ｨｬ 0ｨ ｨｪｨｪｨｮ ｨ ｨｬｨｬｨｮ 0706 ｨ ｨｪｨ ｨｨｨｨ 09 ｨ ｨｨｨｰｨｬ06ｨｬ ｨｰ080602ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｪｨｨ07 07ｨｮｨｪｨｺｨｰｨ. ｨｬ ｨｰｨ ｨｪ0609ｨｨ05ｨｨ09ｨｹ ｨｪｨｮｨｰ0802ｨｪｨｪ02ｨｬ ｨｮ ｨ, ｨｰ ｨ 02ｨｬ ｨｪ060904ｨｦ 05ｨｨ09ｨｰ, 06ｨｰ006007ｨｴｨｨｨｦ 06ｨｰ 05ｨｰ ｨｮ0405ｨ ｨ ｨｪｨｪ ｨｨ09ｨｰｨ ｨ 02ｨｬ 0907ｨｨ0906ｨｺ ｨｪｨｨｨｦ c 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ06ｨｦ 04ｨ 07ｨｨ09ｨｹ ｨｪｨｨｨｬｨ 02ｨｬ0907 ｨｺ ｨｺ0608ｨｪ ｨ ｨｨ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｬ 09 ｨｺｨ 03006ｨｬ ｨｮ ｨｪｨ 07ｨｮｨｰｨｨ 09 ﾂ02ｨｰ ﾂｨｨｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨｪｨｪ06ｨｬ ｨ ｨｨｨｰｨｬ02 ｨｪ02 ｨｮ ﾂｨｰ02ｨｪ 02ｨｴ02 060ｨｨｨｪ ｨｬ06ｨｬ02ｨｪｨｰ. 0308ｨｨ 0909ｨｰｨ 09ｨｺ02 06 ﾂ ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｨ04ｨｬ02ｨｪ0702ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｬｨｬ ｨｨｨｪ002ｨｺ09ｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｬ0603ｨｪｨ 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ ﾂ ｨｪ06ｨｦ 0909ｨｰｨ 09ｨｺｨｨ ｨ ｨｪｨ 07 08ｨ ｨｪ0202 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬｨ 09ｨｰｨ ｨｪ02ｨｰ ｨｪ06ｨｦ ｨｨ00202, 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 0008ｨ ｨｬｨｬ02 09ｨｪｨｮｨｰ0802ｨｪｨｪｨｨｨｦ ｨｮ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨ ｨｰｨｹ 09 05ｨｨ09ｨｰ, 0708ｨｨ 05ｨｰ06ｨｬ 06ｨ ｨｲ020ｨｨｨｪｨｨ ｨｨ09ｨｺｨｨ ｨｪｨｨｨｦ ｨｨ09ｨｰｨｹ ｨ, 08ｨ ｨｪ ｨ 09ｨｰｨｮｨｴ ｨｨ04 0ｨ ｨｪｨｪ ｨｮ0405ｨ, ｨｨ0906ｨｺ ｨｪｨｨｨｦ ｨｪ ｨｮ0405ｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｺ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ. 020ｨｨｨｪ ｨｨ04 ｨｪｨｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ ｨｪｨｨｨｰｨｹ 06ｨ ｨ ｨｰｨ 09ｨｺｨｨ ｨｨ ｨｰ ｨｨｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｺｨ ｨｮ0405ｨ. 02ｨ ｨｪｨｪ04ｨｦ ｨ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ04ｨｬ ｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｰ060006, ﾂｨｰ ｨｨｨｬ0202ｨｰ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ0306ｨｦ 08ｨ 04ｨｬ0208 ｨｨ 08ｨ 04ｨｬ02ｨｴｨ 02ｨｰ ｨｨｨｺ06ｨｬ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ, ｨｪ ｨｨ02ｨｬ0502ｨｬ ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ｨｨ ｨｮ ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨ 03ｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｺ08ｨ 09ｨｨ0904ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 06 ﾂ ｨｨ ｨｨ0608ｨｨｨｰ02ｨｰｨ ｨｬｨｨ, ｨｺｨ ﾂ0209ｨｰ ｨｨ0608ｨｨｨｰ02ｨｰ0609 ｨ ｨｮ0ｨｮｨｰ ｨｰｨｮ07ｨ ｨｰｨｹ 09 ﾂ02ｨｰ ﾂｨｨｨｺｨｨ 09 ｨｮ0405ｨ ｨ. 0809ｨｪ06, ﾂｨｰ ｨｨ 0909ｨｰｨ 09ｨｺ02 06 ﾂ ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ 09ｨｬ02ｨｪｨｨｨｰｨｹ 09ｨｰｨ ｨｰｨｮ09 09 ｨ ｨｪ040 ｨｪｨ ｨｪ0402 ｨｬ0600ｨｮｨｰ ｨｰ0605ｨｹｨｺ ｨ ｨｬｨｬ04, ｨｨｨｬ020903ｨｨ02 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨｨｨｦ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｴ02ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨｮ06 07ｨｨ08ｨ ｨｬｨｨ0ｨｮ (heap) ｨｪ04ｨｦ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ 0ｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨｨｨｰ 04ｨ 08ｨ ｨｬｨｺｨｨ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｪｨ ｨｺ06, 06ｨ 08ｨ ｨｴｨ 0709ｨｹ ｨｺ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬ 0ｨ ｨｪｨｪ04ｨｬ, ｨｬ0603ｨｪ ｨｪｨｨｨｰｨｹ ｨｪ02ｨｺ06ｨｰ0608ｨｮ ｨｮｨ ｨｮ ｨｪｨｺｨｮ ｨｨ ﾂ0209ｨｰ0906 ｨｪ ｨｪ040 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ, ｨｺ06ｨｰ ｨ ｨｮ0ｨｮｨｰ 0909ｨｰｨ ｨｪ04, ｨｰ ｨｨｨｬ04ｨｬ 0909ｨｰｨ ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 0308ｨｨ 0909ｨｰｨ 09ｨｺ02 ｨｺｨ 03006ｨｦ ｨｰｨ ｨｺ06ｨｦ 0008ｨ ｨｬｨｬ04 ｨ ｨｮ002ｨｰ ｨｪ07ｨｰｨｹ0907 ｨｰ0605ｨｹｨｺ06 060ｨｪ06 06ｨ 08ｨ ｨｴ02ｨｪｨｨ02 ｨｺ ｨｰｨｺ06ｨｬｨｮ 0ｨｨ09ｨｺｨｮ ｨC ｨ ｨｪｨｨ ｨｨ09ｨｺｨ ｨｪｨｨｨｦ. 08 ｨｮ ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ ｨ 0605ｨｹ03ｨｨ0 ｨｺ ｨｺ02ｨｨｨｦ ｨｰ02ｨｺ09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ﾂｨｨ ｨ ｨｬｨｬ 09 ｨｨｨｪ002ｨｺ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ ｨｨｨｺ06 (09ｨｬ ), ｨｮ02ｨｰ 0603ｨｨ0ｨ ｨｰｨｹ, ﾂｨｰ ｨｪ02ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ0609ｨｹ 006ｨ ｨ ｨｬ ｨ ｨｬｨｬ ｨ ｨｮ002ｨｰ ｨｨ04ｨｬ020807ｨｰｨｹ ｨｨｨｪｨｨ02ｨ ｨｬｨｨ. 02ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 00ｨｰ ｨｬｨｨ ｨ 02ｨｨ07ｨｬｨｨ ｨｰ ｨ ｨｴ02ｨｪｨｨ02 09ｨｪｨｮｨｰ0802ｨｪｨｪ ｨｮ0405ｨ 09 05ｨｨ09ｨｰ ｨｨ ｨ 02ｨｪｨｪ06 07ｨｮｨｪｨｺｨｰ.2.2 ｨ ｨｨｨｰｨｬｨ ｨC 08ｨ 0903ｨｨ0802ｨｪｨｨ ｨ ｨｬｨｬ04. 08ｨ ｨｺ ｨｬ04 ｨｮ09ｨｨ0ｨｨｨｬ 0ｨ , ｨｪ02ｨｬ 0909ｨｰｨ 09ｨｺｨ 060ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪ02ｨｪｨｨ07 060ｨｪ06ｨｦ ｨ 02ｨｨｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｨ ｨｪｨ ｨｺ06, 0708ｨｨ 05ｨｰ06ｨｬ 0708ｨｨ0060ｨｨｨｰ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 09 0ｨｨ09ｨｺｨ cn ｨｨ090060ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ07 05ｨｰ ｨｰｨ ｨｰ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ03ｨｮ06 ﾂｨ 09ｨｰｨｹ 06ｨｰ ｨ ｨｲ02ｨｬｨ 0ｨ ｨｪｨｪ040, ｨｰ02ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨｨｨｬ02ｨｪｨｪ06 0ｨ ｨｪｨｪｨ ｨ 02ｨｨ07 ｨｨ ｨ ｨｮ002ｨｰ ｨｪ0609ｨｪ06ｨｬ ｨｰｨｹ ｨｬ ｨｪ02ｨｪｨｨ ｨｰｨ 09ｨｺｨｨ ｨｨｨｰｨｬ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0708ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 09ｨｰ0806ｨｨｨｰ ｨ ｨｪｨ ｨｨｨｨ ｨｨ ｨｪｨｪ04ｨｬ: ｨｺｨ 03006ｨｦ ｨｨ02ｨｨｨｨ ｨｮ0ｨ ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪｨｨｨｰｨｹ ｨｮ06ｨｴ0202: ｨｰｨ ｨｰｨｹ 09 ｨｺ060802ｨｪｨｹ ｨ ｨｨ ｨｪｨｨｨｰｨｹ 0907ｨｮ09ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 09ｨｨｨｬ090605ｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｬ ｨ 05ｨｨ 09 05ｨｨ09ｨｰ: ｨ ｨｬ ｨｨ ｨｨ09ｨｺｨ ｨｪｨｨｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608 ｨｮ0ｨ ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ 0907ｨｨ0906ｨｺ ｨｪｨｨｨｦ 09ｨｰｨ 05 07ｨｮ09ｨｰ04ｨｬ, ｨｮ0ｨ ｨｬ 05ｨｨ09ｨｰ ｨｪｨｨｨｬｨ 02ｨｬ0907 ｨｺ ｨｺ0608ｨｪ ｨ ｨｨ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｬ 09 ｨｺｨ 03006ｨｬ ｨｮ ﾂ02ｨｰ ﾂｨｨｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰ

22 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ0ｨ 0502ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｰｨ ｨｺ ｨｬ0603ｨｪｨ 09ｨｨｨｰｨｮｨ 02ｨｨ07, ﾂｨｰ06 ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ ｨ ｨｬｨｬ 09ｨｰｨ 0506 ｨ ｨｪ04ｨｬｨｨ ｨｨ0 ｨ 0409ｨｰ ｨｮ ﾂ02ｨｪｨｨ07 ｨｰｨ ｨｺ0302 ｨｬ060302ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ﾂ ｨｹ ｨｨ0608ｨｨｨｰ02ｨｰｨ ｨｬｨｨ, ﾂ ｨｪｨｮ03ｨｪ ｨｪｨｨｨｰｨｹ ｨ 02ｨｨ06, ｨ ｨｪｨ ｨｨ ﾂｨｪｨｮ06 08ｨ 0903ｨｨ0802ｨｪｨｨ ｨ ｨｬｨｬ ｨｪｨｨ ｨｨ0 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ ｨｪ02ｨｪｨｨ ｨｨ09ｨｺｨ ｨｰ0907 ｨｪｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｮ ｨｰ ｨｴｨｨ0 0706ｨｨ09ｨｺ060906ｨｬｨｮ 04ｨ ｨｮ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｪ ｨｰｨｪ06, ﾂｨｰ06 ｨｪ02ｨｺ06ｨｰ ｨｨ04 ｨｪｨｨ0 ｨ ｨｮ0ｨｮｨｰ ｨｰｨｹ ﾂｨｰｨｨ ｨｪ04ｨｬｨｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ. 08ｨ ｨｺｨｨ02-ｨｰ06 07ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ0600ｨｮｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 09ｨｨ05ｨｹｨｪ06 06ｨｰ05ｨｨ ﾂｨ ｨｰｨｹ0907, ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨ ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ03ｨｨ ｨｺ080409ｨ 06ｨｴｨｨ ｨ 00ｨｬ02ｨｪｨｰ04. 06ｨ ｨｺｨｨ ｨｮ- ﾂｨ ｨｨ ｨｰｨ ｨｺ0302 ﾂｨ 09ｨｰ06 ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ (09ｨｺｨ 0302ｨｬ, ｨｦ 0706ｨｨ09ｨｺｨ 0705ｨ 00ｨｨｨ ｨｰｨ ｨｨ 008.). ﾁｨｰ06ｨ ｨｨｨｰｨｹ 09ｨｰ020702ｨｪｨｹ ｨｰ09ｨ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609, 09ｨｪｨ ﾂｨ 0502 ｨｪｨｮ03ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ ｨｰｨｨｨｬ 0706ｨｪｨｨｨｬｨ ｨｰｨｹ. 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｰ09ｨ, ｨｪｨ 0708ｨｨｨｬ0208, 060ｨｪｨ ｨｨ04 09ｨ ｨｬ040 ｨｨ ｨｰｨｪ040 ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ. 020ｨｪｨ ｨｺ06, ｨｪｨ 0302ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨ ｨｰ ｨｰｨ ｨｺｨｨ02 ｨｺ08ｨｨｨｰ0208ｨｨｨｨ, ｨｺｨ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 005ｨｨｨｪｨｪ040 06ｨ ｨｴｨｨ ｨｰ0806ｨｺ ｨｨ05ｨｨ 005ｨｨｨｪｨ ｨｪｨ ｨｨｨ 0605ｨｹ0302ｨｦ 06ｨ ｨｴ02ｨｦ ｨｰ0806ｨｺｨｨ ﾂｨｨ090502ｨｪｨｨ02 ｨｰｨ ｨｺｨｨ0 ｨｺ08ｨｨｨｰ0208ｨｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907, ｨｪｨ 0708ｨｨｨｬ0208, 09 [6, 4] ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 0ｨ ｨｪｨｪ040 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｰ ｨｪ07ｨｰｨｹ 0ｨ ｨｪｨｪ ﾂｨｨ090502ｨｪｨｨ ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｪ0609ｨｰｨｹ ｨｪ06ｨｦ ｨｨ ｨ 0502ｨｬ ｨｺｨｰｨｨ09ｨｪ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｨ ｨｰ02ｨｺ09ｨｰ0609, ｨ 04ｨｬ0208 ｨ 0500ｨ 09ｨｨｨｰｨ 0905ｨｨ03ｨｺ06ｨｬ ｨｨｨｺ, ﾂｨｰ06ｨ 04 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨ07ｨｰｨｹ ｨｪｨ ｨｬ ｨｪ02ｨｪｨｨ07 [4]. 08ｨ ｨｺ ｨｮ0302 ｨｮ0706ｨｬｨｨｨｪｨ ｨｹ , 0ｨ ｨｪｨｪｨ ｨ 0502ｨｬｨ ｨｪｨｨｨｺｨ 02ｨｰ, ｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ ｨ 0500ｨ 09ｨｨｨｰｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｪ0608ｨｬｨ 05ｨｹｨｪ ｨｬ (ｨｰ02ｨｬ ｨ ｨC ｨｬ04) 0209ｨｰ0209ｨｰ0902ｨｪｨｪ ｨｺｨ, ｨｺ06004 ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｦ ｨ ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｮ00ｨｨ0 0905ｨｮ ﾂｨ ｨ ｨｺ ｨｪｨ ｨｬｨｨ 0706ｨｺｨ 04ｨ ｨｪ06 09 [4], ｨｬ0603ｨｪ04ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ ｨｪｨｨ ｨｰ ｨ 08ｨ ｨ ｨｪｨｨ02 ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ 09 ｨ 0500ｨ 09ｨｨｨｰ ｨｬ02ｨｪｨｹ ｨ 04ｨｬ0208ｨ 07ｨｮｨｰ02ｨｬ 04ｨ ｨｬ02ｨｪ04 ｨｺｨ ｨｨｨｬ090605ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ ｨｺ ｨｬ ｨｰｨ ｨｪｨｨ02ｨｬ. 0ｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｬ ｨｰ02ｨｺ09ｨｰ06ｨｬ 09ｨｰ0806ｨｨｨｰ0907 ｨｪ ｨｰｨｪ (00502), ｨｪ0609ｨｰｨｹ06 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰｨｪ ｨ 04 ﾂｨｪ06ｨｬｨｮ ｨｨ090060ｨｪ06ｨｬ ｨ 0500ｨ 09ｨｨｨｰ02, ｨｪ ｨｴ ｨｪｨｨ04ｨｨｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨ 0500ｨ 09ｨｨｨｰｨ 09 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨ 08ｨｨ00ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ. 0308ｨｨｨｬ0208 ｨｰｨ ｨｺ ｨｺｨ 04ｨ ｨｪ ｨｪｨ 08ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ｨｬ02030ｨｮ 09ｨｨｨｬ090605ｨ ｨｬｨｨ ｨｨ090060ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｨ0 ｨ ｨｨｨｰ060904ｨｬｨｨ ｨｺ060ｨ ｨｬｨｨ, ｨ ｨｰｨ ｨｺ ｨｨ02ｨｨｨｨ ｨｪｨ ﾂｨ 05ｨ 09ｨｮ0000ｨｨｨｺ ｨｨ ｨｪ04 09 ｨｰｨ ｨ ｨ ｨｴｨ 02ｨｬ04ｨｦ ｨｪ02ｨｪｨｨ07 04ｨ ｨ ｨｪｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ ｨｨｨｺ (ｨｨ ｨ 06ｨｬ 0905ｨｮ ﾂｨ 02, 06ｨ 04 ﾂｨｪ06 ｨｰ0802ｨ ｨｮ06ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04) ｨ ｨｰ0205ｨｹｨｪ06, ｨ ｨｮ002ｨｰ 09ｨｰ0806ｨｨｨｰｨｹ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｨ ｨｨｨｰ ｨｺｨｰｨｨ09ｨｪ ｨｪ07ｨｰｨｹ 0706ｨｨ09ｨｺ 06ｨ ｨｴｨｨ0 0008ｨ 00ｨｬ02ｨｪｨｰ0609 ｨ 0204 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨｨ ｨｨｨｬ ｨｪｨ 0 ｨｰ02ｨｺ09ｨｰ06ｨｬ 00aba$ ｨｨ ﾂｨｪ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨ 05ｨｨ02ｨ ｨｨ02ｨｨｨｨ 09ｨｮ0000ｨｨｨｺ ｨｨ ｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ a b a $ 08060ｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ ｨｨ02ｨｨｨｨ 09ｨｮ0000ｨｨｨｺ * * * * ｨｮ05ｨｹｨｰｨ ｨｰ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｰ080602ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨ ｨｨｨｰｨｬ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ 0405ｨｨ 0802ｨ 05ｨｨ040609ｨ ｨｪ04 ｨｨ ｨｪｨｨ ｨｬ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨｨｨ ｨｮ ﾂ02ｨｪ04 ｨｪ02ｨｺ06ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｪ02ｨｪｨ ｨｺｨ ｨｺ 06ｨｰ00205ｨｹｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ ｨｨｨｺ06ｨｬ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ (09ｨｬ0209ｨｰ ｨｨ09ｨｺｨ ｨｬｨｨ ｨｪｨｨｨｦ), ｨｰｨ ｨｺ ｨｨ ｨｪ0203ｨｪ02ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨ ｨｨｨｬ02ｨｪ0705ｨ 09ｨｹ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ03ｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ ｨC 006 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｰｨｺ0609 ｨｬ0200ｨ ｨ ｨ ｨｦｨｰ ｨｰ060806ｨｬ 0905ｨｮ ﾂｨ 02 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 06ｨ ｨｲ02ｨｬ04 0ｨ ｨｪｨｪ ｨｨ00ｨ ｨ ｨ ｨｦｨｰｨ. 00ｨ 03ｨｪ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ06ｨｦ ｨｨｨｪ002ｨｺ09ｨ ｨｰ ｨｬ ｨｪ02ｨｪｨｨ ｨ 02ｨｨｨｦ 006ｨ ｨ ｨｪｨｨ07/ｨｮ0ｨ 0502ｨｪｨｨ07 04ｨ 07ｨｨ0902ｨｦ. 08ｨ ｨｺ ｨｮ0706ｨｬｨｨｨｪｨ ｨｹ, ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰｨｨ0 06ｨ 08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪ0609ｨｪ06ｨｬ ｨ ｨｮ002ｨｰ ｨｰｨｹ0907 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ 0008ｨ ｨｬｨｬ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨ ｨｮ002ｨｰ 08ｨ 0903ｨｨ08ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｪｨｨ ｨ 02ｨｨｨｦ 0909ｨｰｨ 09ｨｺｨｨ/ｨｮ0ｨ 0502ｨｪｨｨ07. 0ｨ 08ｨｨ ｨｨ ｨｪ 0008ｨ 00ｨｨｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 08ｨ 0903ｨｨ080702ｨｬ ｨ ｨｬｨｬ 0708ｨｨ 0909ｨｰｨ 09ｨｺ02 09 ｨｨｨｪ002ｨｺ09 060ｨｪ ｨ 0506ｨｺｨ 0ｨ ｨｪｨｪ040 (ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ 09 ｨｺ ｨｺ02ｨｨ06) 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 0ｨ ｨｪｨｪ ｨ 00ｨｨｨｺｨ, ｨｮ ｨｨ ｨｬ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬｨ 0 0ｨ ｨｪｨｪ040 ｨｺ08ｨｨ09ｨ 07 ｨ 0409ｨｰ ｨｰｨ ｨ ｨｨ05ｨｨ04ｨｨ08ｨｮ02ｨｰ0907, ｨｨ ｨｪ02ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｬｨｬ, ｨｺ06ｨｰ ｨｪｨｮ030ｨ 06ｨｰ ｨ 0903ｨｨ0802ｨｪｨｨｨｨ ｨｰｨ 09ｨｺｨｨ 09 ｨｨｨｪ002ｨｺ09 ｨｪ ｨ 0506ｨｺｨ, ｨｪ ｨ 02ｨｰ 060ｨｪ06ｨｦ 0008ｨ ｨｬｨｬ04. 0ｨ 08ｨｨ ｨｺｨ 04ｨ ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ02ｨｪｨｨ 0909ｨｰｨ 09ｨｺｨｨ 09 ｨｨｨｪ002ｨｺ09 060ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ (0905ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ web-09ｨｰ08ｨ ｨｪｨｨ0204) 06ｨｰ 06ｨ ｨｴ ｨ ｨｲ02ｨｬｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ040 (Celeron 733, 52 Mb, ｨｰｨｺｨｨｨｦ 0ｨｨ09ｨｺ IDE). 0806ｨｪ02 ﾂｨｪ06, ｨｮ02ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ, ﾂｨｰ06 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ ｨｪｨ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨ 0409ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｬ 22

23 ｨｪ008ｨｨｨ ｨｪ0609, ｨｨｨｪｨｨｨｪ. 0308ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 08ｨ 04ｨｬ0208ｨ 0907ｨｨ09ｨｺ ｨｪｨｨｨｦ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ040 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ﾂｨｨ0905ｨ 0008ｨ ｨｬｨｬ, ｨｰ0802ｨ ｨｮ06ｨｴｨｨ0 08ｨ 0903ｨｨ0802ｨｪｨｨ07, 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ040 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ02ｨｪｨｨ 0909ｨｰｨ 09ｨｺｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 09 ｨｨｨｪ002ｨｺ09 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ040 ｨｨ ｨｪ020607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪｨｪ06ｨｬ ｨｰ06ｨｰｨｨ ｨｪ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ06 04ｨ 09 ﾂ02ｨｰ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬ0609 ｨｨ ｨｺ060ｨ ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ 006ｨ ｨｨｨｰｨｹ0907 ｨｨ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨ 09ｨｪ02ｨｪｨｨ ｨｪ06ｨｦ ｨｰ0806ｨｦｨｺ06ｨｦ ｨｨｨｪ002ｨｺ09ｨ 0009 ｨｪｨｮ050703, 0607ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｪ0702ｨｰ0907 ｨ 0409ｨｰ ｨ ﾂ02ｨｬ ｨｪｨ ｨｺ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ ﾂｨ 06ｨｰ0907 ｨｨ 0708ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 03ｨｪ04ｨｬ ｨｬ ｨｰ ｨ 04ｨｬ0208, 04ｨ ｨｪｨｨｨｬｨ 02ｨｬ04ｨｦ ｨｨｨｪ002ｨｺ0906ｨｬ ｨｺ0605ｨｹｨｺｨｮ 08ｨ 04ｨｬ0208 ｨ ｨｮ002ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 04ｨ 09ｨｨ0902ｨｰｨｹ 06ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｰｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｪｨｨｨｦ, ｨ 09 ｨｪｨ 0302ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0706ｨｺｨ ｨｨ ｨｹ040609ｨ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ, ｨｪｨ ｨｮ06ｨｴ02ｨｬ 0008ｨ 00ｨｨｨｺ02 09ｨｬ0209ｨｰ06 ｨｺ06ｨｪ02 ﾂｨｪ ｨ 04ｨｬ0208ｨ 09 ｨ ｨ ｨｦｨｰｨ ｨｺｨ 04ｨ ｨｪ06 09ｨｮｨｬｨｬｨ 08ｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ ｨｪｨｨｨｦ ｨC 05ｨｰ ｨｰ ｨｪｨｨｨｰ 08ｨ 04ｨｬ ｨ 04ｨｪ ｨ 05ｨｨ04ｨ 02ｨｨｨｦ 0907ｨｨ09ｨｺ ｨｪｨｨｨｦ. 03ｨｴ02 060ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ｨ 03ｨｪ ｨｰ0907 ｨｨ ｨ ｨｪｨｨ02 09ｨｺ ｨｰｨｨ ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 09ｨｨ ｨｨ09ｨｺｨ. 020ｨｪｨ ｨｺ06, 0ｨ ｨｪｨｪｨ 07 ｨｰ02ｨｬｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨ ｨｪ06 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨ 09 [0] ｨｺ0605ｨｹｨｺｨｮ ｨｪｨ 03ｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ ｨｨ0706ｨｰ ｨｪｨ ｨｬ ｨｪ02ｨｪｨｨ07 04ｨ , ｨｰ06 0ｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｹ ｨｪ ｨｨ ｨｰ ｨ 0609ｨｪ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｬ0603ｨｪ ｨ ｨｰｨｹ , ﾂｨｰ06 09 ｨｪｨ 09ｨｰ0607ｨｴｨｨｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｪ- ｨｪ04ｨｦ ｨ 06ｨ ｨｪ ｨｪｨｨ07 ｨｨｨｪ002ｨｺ09ｨ 0ｨ 02ｨｰ 0708ｨｨ02ｨｬ0502ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ0 06ｨ ｨｲ02ｨｬ0609 0ｨ ｨｪｨｪ040 ( ｨｨｨｪｨｨ02 00ｨｨ00ｨ ｨ ｨ ｨｦｨｰ). 00 ｨｰ02ｨｺｨｮｨｴ02ｨｬ ｨｰ0607ｨｪｨｨｨｨ 06ｨｪ 02ｨｴ ｨｨｨｬ02ｨｪｨｨｨｬ ｨｰ0208ｨ ｨ ｨ ｨｦｨｰｨｪ040 06ｨ ｨｲ02ｨｬ0609 0ｨ ｨｪｨｪ040, 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ040 ｨｺ08ｨｮ07ｨｪ04ｨｬｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｨ ｨｰ0802ｨ ｨｮ02ｨｰ 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｦ 00608ｨ ｨ 06ｨｰｨｺｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｬｨｬｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｺ08ｨ ｨｰｨｺ06 ｨｪ02ｨｺ06ｨｰ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0607ｨｨ09ｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ ｨｨ002 ｨｪ ｨｬ02ｨｰ060ｨ 00609ｨｰｨｮ07ｨ PostgreSQL. 02ｨ ｨｪｨｪｨ ｨ 05ｨ 0ｨ 02ｨｰ 06ｨｰｨｺ0804ｨｰ06ｨｦ ｨｨ 08ｨ 0903ｨｨ080702ｨｬ06ｨｦ ｨ 080ｨｨｨｰ02ｨｺｨｰｨｮ0806ｨｦ, 09 ｨｺ06ｨｰ0608ｨｮ06 ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ06 04ｨ ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｨ 006ｨ ｨ ｨｪｨｨ07 ｨｪ ｨｬ02ｨｰ ｨｰｨｮ07ｨ. 0209ｨｪ0609ｨｪ04ｨｬｨｨ ｨ ｨ ｨｬｨｨ ｨｨ ｨ ｨｪｨｨ ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 06ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨ 0706ｨｨ09ｨｺｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (GIST), 06ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ 0609ｨｪ ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ0609 (GIN) ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ 0009 ｨｪｨｮ ｨｮｨｰ02ｨｬ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 04ｨ 0ｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 00ｨｮｨｪｨｺ02ｨｨｨｦ. 0308ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ GIST ｨｬ02ｨｪｨｰ04 ｨｨｨｪ002ｨｺ09ｨ 008ｨ ｨｪ07ｨｰ ｨｨ002 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｨ09ｨｰｨｹ ｨ 0706ｨｬ02ｨｴｨ 06ｨｰ ｨｺｨｨ ｨｪｨ 04ｨ 07ｨｨ09ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｰｨ ｨ 05ｨｨ0204, ｨｪｨｮｨｰ0802ｨｪｨｪｨｨ02 ｨｮ ｨC ｨｪ02ｨｺ06ｨｰ0608ｨ ｨｬｨ 07 08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺ06ｨｬ ｨｨｨｪ002ｨｺ09ｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07, ｨｴｨ ｨｨ 0706ｨｨ09ｨｺ ｨｰｨｹ, ｨｬ0600ｨｮｨｰ 05ｨｨ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｪｨ ｨｦｨｰｨｨ09ｨｹ 05ｨｨ09ｨｰ04, ｨｮ ｨｰ ｨｴｨｨ02 04ｨ ｨｮ, ｨｨ05ｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0908ｨ 04ｨｮ 06ｨｰｨ ｨｪ ｨｪｨ ｨｮ ﾂｨ 07 GIST 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ020708ｨｨｨｬ02ｨｪｨｨｨｬ, ｨｺ0605ｨｹｨｺｨｮ ｨｨｨｬ0202ｨｰ 0905ｨｨ03ｨｺ06ｨｬ ｨｰｨｺｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ. GIN-ｨｨｨｪ002ｨｺ ｨｨ ｨｰｨ ｨ ｨｪｨｪ06ｨｦ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ020ｨ 09ｨｪ06. 02ｨｪ ｨｰ 08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺｨｮ 0802ｨ 05ｨｨ ｨ ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｬ02ｨｰ ｨｰｨｮ07ｨ ｨｪｨ 0609ｨｪ ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺ ｨｰ, ｨｺｨ ｨｺｨｨ02 ｨｨｨｬ02ｨｪｨｪ ｨｬ02ｨｪｨｰ04 ｨ ｨｮ002ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｺ0506 ﾂｨ ｨｬｨｨ, ｨｨ ｨｬ060302ｨｰ 0802ｨ 05ｨｨ040609ｨ ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ ｨｨ ｨｨ09ｨｺｨ ｨｺ0605ｨｹｨｺｨｮ ｨ ｨｪ02ｨｪｨｨ07 ｨｺ0506 ﾂ02ｨｦ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨｺ06 04ｨ 0ｨ ｨｪｨｪｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｪｨ 0609ｨｪ B ｨ, ｨｪｨ ｨｬｨｮ06 0ｨ ｨｪｨｪ04ｨｦ ｨ ｨｪｨ 09 ｨｪ ｨｨｨｰ. 020ｨｪｨ ｨｺ06, 09 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｰｨ ｨｰ ｨ 08ｨ 04ｨｪ04ｨｬ ｨｨ ｨ ｨｰｨｹ 0708ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｹ 0ｨ ｨｪｨｪ ｨ ｨ ｨ ｨｪ06, ｨｺ0605ｨｹｨｺｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨｪ040 06ｨ 06ｨ ｨｴ02ｨｪｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ08 0ｨ ｨｪｨｪ040 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｮ070806ｨｴｨ 02ｨｰ ｨｨ ｨｮ09ｨｺ ｨｰ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｮ

24 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨｹ040609ｨ ｨｪ ｨ ｨ ｨｪｨｨ ｨｪｨｮ ｨｪ002ｨｺ ｨ 05ｨｨ04ｨｮ02ｨｰ ｨｨ002 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ, ｨ ｨｴ02ｨｦ ｨｪｨ ｨ 0608 ｨｨ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｪｨｪ04ｨｬｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ ( ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨ ｨｪｨｨ02 ｨｨｨｪ002ｨｺ09ｨ, 0909ｨｰｨ 09ｨｺｨ, ｨｮ0ｨ 0502ｨｪｨｨ02 ｨｨ ｨｰ. 0.). 02ｨ ｨｪｨｪ ｨｮｨｪｨｺ02ｨｨｨｨ ｨ 06ｨｰ0907 ｨｪ ｨｰ0902ｨｪｨｪ ｨｬ ｨｨ09ｨｺｨ ｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｨ04ｨ 0203ｨ ｨｰｨｹ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020906ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬｨｨ ｨｪｨ ｨｰ06ｨｬ 0ｨｨ09ｨｺ02, ｨｮ0708ｨ ｨｪｨｨ07 ｨ 0506ｨｺｨｨ080609ｨｺｨ ｨｬｨｨ, 09 ﾂ02ｨｰ ﾂｨｨｨｺｨ ｨｬｨｨ ｨｺ ｨｨ ｨｰ.07., ｨｨ ｨｹ040609ｨ ｨｪ ｨｮ06ｨｴｨｨｨｦ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06ｨｦ ｨｬ0209ｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 02ｨｨｨｦ, ｨ ｨｪｨｪ ｨ ｨｪ02ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ040, ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｰ09ｨ ｨｬｨ ｨｪｨｨ07ｨｮ05ｨｨ080609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ04ｨｬｨｨ, ｨｺ ｨｺ06ｨｰ060804ｨｬ ｨｬ0603ｨｪ06 06ｨ 08ｨ ｨｴｨ ｨｰｨｹ ｨｬ06ｨｴｨｹ06 SQL-04ｨ ﾂ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨ ｨｬｨｬｨｪ04ｨｦ ｨｨｨｪｨｰ ｨｦ ｨ (SPI) ｨ ｨｪ02ｨｪｨｨ07 ｨｺｨ ｨｺ 0008ｨ ｨｬｨｬ, ｨｰｨ ｨｺ ｨｨ 0907ｨｨ09ｨｺ ｨｪｨｨｨｦ 0708ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ 04 ﾂｨｪ ｨｨ06ｨｪｨｪ0402 ｨｰｨ ｨ 05ｨｨ0204, ｨｨ 09ｨ ｨｬｨ ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｰｨｪ0609ｨｰｨｹ 0ｨ ｨｪｨｪ040 ｨｨ ｨｺ ｨｺｨｰｨｪｨｮ06 07ｨ 08ｨ ｨｹｨｪｨｮ06 08ｨ ｨ 06ｨｰｨｮ. 0308ｨｨ 06ｨ 08ｨ ｨｴ02ｨｪｨｨｨｨ ｨｺ ｨｨｨｪ002ｨｺ09ｨｮ ｨｬｨｪ ｨｰ ｨ ｨｬｨｬ 09 ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨ ｨｬ07ｨｰｨｹ, ﾂ ｨ 06ｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ09ｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨｪｨ ｨｬｨｨ ｨｰｨ ｨｺ ｨｨｨｪ07ｨｰｨ ｨｰｨｺｨ ｨ ｨｪｨｨ ｨ ｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨ ｨ ｨ 04 0ｨ ｨｪｨｪ040 Oracle, ｨｺ06ｨｰ060804ｨｦ ｨｰｨ ｨｺ ｨｪｨｨ ｨｨ ｨｰｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ ｨｪｨｨ ｨ 09ｨｰ0902ｨｪｨｪ040 09ｨｨ00609 ｨｨｨｪ002ｨｺ ｨｪｨ ｨｺ06, 0706ｨｺｨ 0ｨ ｨｪｨｪｨ 07 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨｪｨ 0060ｨｨｨｰ ｨｴ02 09 ｨｪｨ ﾂｨ 05ｨｹｨｪ06ｨｦ 09ｨｰｨ 0ｨｨｨｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｪｨｨ07 08ｨ ｨ 06ｨｰ04 ｨｨ ｨ ｨｪ04 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨｰ080602ｨｪｨｨ06 ｨｨｨｪ002ｨｺ ｨｪｨ 0609ｨｪ ｨｪｨｨ ｨｰ0806ｨｺ, 06ｨ 0609ｨｪ0609ｨ ｨｪｨ ｨ 08ｨ 04ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ ｨｪｨｨ0 08ｨ 04ｨｬ , 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ04 ｨ ｨｨｨｰｨｬ04 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0ｨ ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨ, ｨｴｨｨ ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0, ｨｪ06 ｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0 ｨｬｨｪ ｨｰ09 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨC ｨｪｨ 0708ｨｨｨｬ0208, ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｦ ｨｨ06ｨｪｨｪ ｨｺｨｰｨｪ0609ｨｰｨｹ ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨ 06ｨｰ ｨｪｨｪ04ｨｬｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｬｨｨ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 05ｨｨ040609ｨ ｨｪ ｨｰ06ｨｰｨｨ07 ｨｨｨｪ002ｨｺ09ｨｪ ｨｬ02ｨｰ060ｨ 00609ｨｰｨｮ07ｨ ｨｺ 0ｨ ｨｪｨｪ04ｨｬ PostgreSQL. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ 0708ｨ ｨｪｨｨｨｦ 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ ｨｬ0603ｨｪ ｨｨｨｰｨｹ: ｨC 0706ｨｨ09ｨｺ ｨ ｨｺｨｰｨｨ09ｨｪ ｨ ｨ 08ｨ 0903ｨｨ0802ｨｪｨｨ07 ｨｬｨｮ05ｨｹｨｰｨｨ0008ｨ ｨｬｨｬ 0708ｨｨ ｨｪ02ｨｪｨｨｨｨ ｨ 02ｨｨｨｨ 0909ｨｰｨ 09ｨｺｨｨ; ｨC ｨｪｨｨ02 ｨ ｨｮｨ 06ｨｺ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｮ ﾂ02ｨｪｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ08 ｨｨ ｨ ｨｨｨｰｨｬ0609; ｨC 08ｨ ｨｪｨｨ02 0ｨ ｨｪｨｪ040 ｨｨ 08ｨ 0907ｨ 08ｨ ｨｨ09ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬ ｨｮ09ｨｺ060802ｨｪｨｨ07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 04ｨ ; ｨC ｨｨ ｨ ｨｪｨｨ02 ｨｨ0 0708ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｨ ｨ ｨｺ08ｨｮ07ｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｬｨ 0909ｨｨ090609, 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｬ02ｨｪｨｪ04ｨｬｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 08ｨｪ008ｨｨｨ ｨｪ ｨｰ080602ｨｪｨｨ02 ｨｨｨｪ002ｨｺ ｨ 0903ｨｨ0802ｨｪｨｪ ｨｨ09ｨｺｨ 0706 ｨｰ02ｨｺ09ｨｰ060904ｨｬ ｨｬ // 06ｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨｨ09ｨｰ02ｨｬ04: ｨｬｨ ｨｰ0208ｨｨｨ ｨｰ ｨｮｨｪｨ ｨｨｨｬ07., ｨ 08ｨ ｨｰ0609, 29 ｨｨ06ｨｪ.ｨC 2 ｨｨ ｨC 00., ｨC ｨC282. [2] 08ｨｪ008ｨｨｨ ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｪ ｨｰｨｪ040 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ ｨｨ09ｨｺｨ ｨｪｨ ｨｨｨ 0605ｨｹ0302ｨｦ 06ｨ ｨｴ02ｨｦ ｨｰ0806ｨｺｨｨ // 0002ｨｰ06004 ｨｨ 09ｨｨ09ｨｰ02ｨｬ04 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ / 00ｨｮ0806ｨｬ09ｨｺｨｨｨｦ ｨｨｨｪ-ｨｰ (00ｨｨ05ｨｨｨ 05) 0005ｨ 0ｨｨｨｬｨｨ0809ｨｺ ｨｮｨｪ-ｨｰｨ. ｨC 00., ｨC ｨC82. [3] 08ｨｪ008ｨｨｨ ｨｪ ｨｹ040609ｨ ｨｪｨｨ ｨｺ06ｨｮ080609ｨｪ ｨｨｨｪｨｰ ｨｦ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｨｨｪ002ｨｺ09ｨｪ040 ｨｬ02ｨｰ ｨｰｨｮ07ｨ PostgreSQL // 02ｨ 08ｨ ｨ ｨｪｨｨ02, ｨｪｨ ｨｮｨｺｨ, ｨ ｨｨ04ｨｪ0209: ｨ 02ｨｪｨｪ0609ｨｰｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ 0409ｨｨｨｰｨｨ07 ｨｨ ｨｨｨｪｨｰ020008ｨ 02ｨｨｨｨ: ｨｰ ｨｪｨ ｨｮ ﾂ.-0708ｨ ｨｺｨｰ. ｨｺ06ｨｪ00., ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ0800, 26ｨC27 ｨｬｨ ｨC 0503ｨ., ｨC ｨC235. [4] 08ｨｪ008ｨｨｨ ｨｪ ｨｪｨ 05ｨｨ04 ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨ 0609 ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ 0609ｨｪ ｨ 06ｨ ｨｴ02ｨｪｨｪ040 ｨｨ ｨｪ ｨｰｨｪ040 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ0209: 02ｨｨ09. ｭ ｨｺｨ ｨｪ0. ｨｰ020ｨｪ. ｨｪｨ ｨｮｨｺ. 0503ｨ.: 05ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ080009ｨｺｨｨｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｺｨｰ0806ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ( ), ｨC [5] 0906ｨｦ ｨｨｨｪｨｰ ｨｨ09ｨｰ02ｨｬ04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ ｨｨ 0706ｨｨ09ｨｺｨ ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ: 02ｨｨ09. ｭ ｨｺｨ ｨｪ0. ｨｰ020ｨｪ. ｨｪｨ ｨｮｨｺ. 00.: ｨｺ060909ｨｺｨ 07 ｨ ｨｺｨ 002ｨｬｨｨ ｨｪｨｺｨ ｨｰ08ｨｮ0ｨ ｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 ｨｰ020ｨｪ ｨｨｨｦ, 2003.ｨC [6] 0ｨ 0900ｨｨ ｨｰ0806ｨｺｨｨ, ｨｹ07 ｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 09 ｨ ｨｨｨｰｨｬｨ 0: ｨｨｨｪ000608ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨ ｨｨ ｨｨ07 / ｨ ｨｪ0005. ｨC 0503ｨ.: ｨｺｨｨｨｦ 02ｨｨｨ 0502ｨｺｨｰ; ｨｰ0208ｨ ｨｮ0800, ｨC [7] Baeza-Yates Ricardo. Fast text searching for regular expressions or automaton searching on tries // J. ACM Vol. 43. P. 95ｨC936. [8] Baker B. A theory of parameterized pattern matching: algorithms and applications // Proc. of the 25th ACM Symp. on the Theory of Computing P. 7ｨC80. [9] Chang W. I., Lawler E. L. Sublinear expected time approximate string matching and biological applications / / Algorithmica Vol. 2. P. 327ｨC244. [0] Cho Junghoo, Sridhar Rajagopalan. A fast regular expression indexing engine // In Proc. of the 8th Intl. Conf. on Data Engineering (ICDE ｯ02) [] Crochemore Maxime, Wojciech Rytter. Jewels of stringology // World Scientific Publishing Co, Pte. Ltd [2] Ferragina P., Grossi R. The string B-tree: a new data structure for string search in external memory and its applications // Journal of the ACM Vol. 46, 0 2. P. 236ｨC280. [3] K0rkk0inen Juha, Esko Ukkonen. Sparse suffix trees // Proc. of the 2nd Annual International Conf. on Comput. and Combinatorics. Lecture Notes in Computer Science Vol P. 29ｨC230. [4] Monostori Krisztian, Zaslavsky Arkady, Schmidt Heinz. Efficiency of data structures for detecting overlaps in digital documents // Proc. of the 24th Australasian conf. on Comput P. 40ｨC47. [5] Navarro Gonzalo. A practical q-gram index for text retrieval allowing errors [Electronic resource]. CLEI Electronic Journal. Vol Mode of access: Use of decomposition on the basis of substrings at construction of indexes for similarity search Igor A. Andrianov, Vladimir N. Minin The given work considers creation of a changeable index for search on a subset of regular expressions and on similarity. For a basis we take an index using multigrams (strings of variable length) as indexed elements. We offer the algorithms allowing effectively to change an index at performance of an insert and removal of data. Also we show how to use sparse suffix trees for definition of similarity of search results. 24

25 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ 06ｨｪ09ｨｰｨｨｨｰｨｮｨｰ 09ｨｨ09ｨｰ02ｨｬｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07 04ｨ ｨ 06ｨｰｨ 0609ｨｪ0609ｨ ｨｪｨ ｨｪｨ 08ｨ ｨｪｨｨｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｺｨ, 0607ｨｨ090409ｨ 06ｨｴ02ｨｦ 0904ｨ ｨｨｨｬ0604ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｹ040609ｨ ｨｰ020507, ｨｨ ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ. 0306ｨｬｨｨｨｬ06 05ｨｨｨｪ02ｨｦｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 0706ｨｨ09ｨｺｨ 00607ｨｮ09ｨｺｨ 02ｨｰ 0902ｨｰ090502ｨｪｨｨ07 ｨｨ 09ｨｺ0502ｨｦｨｺｨｨ, ｨ 00ｨｨ04ｨｨ ﾂ0209ｨｺｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨC 02ｨｴ02 ｨｨ 06ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪ0402 ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 05ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ. 0306ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 06ｨ 02 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｨ09ｨｺ060906ｨｬ ｨｪｨｨｨｨ (0706ｨｰ06ｨｺ 04ｨ ｨｮ ﾂ0302 ｨｨｨｪｨｰ ｨｰｨｨ08ｨｮ02ｨｰ ｨｰ0208ｨｬｨｨｨｪｨ 0 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｨ09ｨｺｨ ). 0308ｨｨ 05ｨｰ06ｨｬ, () ｨ , 04ｨ ｨｺ06ｨｰ060804ｨｬｨｨ ｨｮ02ｨｰ 0902ｨｰ090502ｨｪｨｨ ｨｨ09ｨｺｨ, ｨｰｨ ｨｰ ｨｺｨ 5 %; (2) ﾂｨｨ ｨｰ0902ｨｦ ｨｪ02ｨｬ ﾂｨｮｨｰｨｹ ｨ 0605ｨｹ ｨｮ0; (3) ｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 09ｨｺ0502ｨｦｨｺ ｨｨ09ｨｺ ﾂ02ｨｺ, ｨｰｨ ｨｰ ｨｺｨ 3 %; (4) 0905ｨｨ07ｨｪｨｨ06 ﾂｨ 09ｨｰ ｨｰ09ｨｮ02ｨｰ 0902ｨｰ090502ｨｪｨｨ02, ｨｰ.02. ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ ｨｪｨｨ02 08ｨ ｨｪ ｨ ｨｰ09ｨｨ ｨｨ09ｨｺｨ ; (5) 005ｨｨｨｪｨ 0905ｨｨ09ｨ 02ｨｬ ﾂ02ｨｺ (09 ｨｰ06ｨｬ ﾂｨｨ090502, 0708ｨｨ 0905ｨｨ07ｨｪｨｨｨｨ 08ｨ ｨｪ ｨｰ090502ｨｪｨｨ07) ｨｮ09ｨｰ06ｨｦ ﾂｨｨ0906 ｨｬｨ 05ｨ ( ｨｺｨ 009ｨｮ0 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ 04ｨ ｨ ), ｨｰ06000ｨ ｨｺｨ ｨｺ (6) 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ ｨ ｨｮ06ｨｴ ｨｨ07ｨｪｨｨ ｨｪ ｨｰ09ｨｹ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 005ｨｨｨｪｨｪ06ｨｦ; (7) 04ｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨ07 0ｨ ｨｮ ﾂｨｰｨｨ ｨｪｨｨｨｺ06000ｨ ｨｪ02 ｨｬ060ｨｨ00ｨｨ02ｨｨ08ｨｮ02ｨｰ0907, 06ｨｪ 00ｨｨｨｪｨ 05ｨｹｨｪ04ｨｦ ｨｬ02 ｨｰ060006, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 02ｨｨｨｦ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨ, 0706ｨｪｨｨｨｬｨ 02ｨｬ040 ｨｺｨ ｨｺ ｨｪｨｨ02 060ｨｪ ｨ ｨ ｨｮ0006ｨｦ. 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 (8) ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ07 (ｨｪｨ 08ｨ ｨｴｨｨ09ｨ ｨｪｨｨ02 04ｨ ｨ ) ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨｬ0208ｨｪ ｨ 04ｨ ﾂｨ ｨｴ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ (ｨｮｨｺ0608ｨ ﾂｨｨ09ｨ ｨｪｨｨ07) 0708ｨｨ 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ, ｨ 0708ｨｨ 0905ｨｨ07ｨｪｨｨｨｨ ｨC ｨ 04 ﾂｨ ｨｴ02. (9) ｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｦ, ｨｴｨｨ00907 ｨｰ06 ﾂｨｪ04ｨｬ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02ｨｬ 0905ｨｨ09ｨ 02ｨｬ040, ｨｰｨ ｨｰ ｨ % ｨｰｨ ｨｺｨｨ0 04ｨ ｨｪｨｨ ｨｰｨｨ09ｨ 02ｨｨｨｨ ｨｨ ｨ ｨｪｨｨ07. 06ｨ ｨｺｨｨ0 ｨｬ06ｨｰｨｨ09ｨ 02ｨｨｨｦ 00902, ｨｨ ｨｨ 060ｨｪｨ ｨｬｨｮ05ｨｨ08ｨｮ02ｨｰ0907 ｨｺｨ ｨｺ ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ ｨｨ09ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｪｨｨ07, ｨｰ06 008ｨｮ00ｨ 07, 0706ｨ ｨｮ0ｨｨｨｰ0205ｨｹｨｪｨ ｨｦ ｨC 09ｨｮ00ｨｮｨ 06 ｨｬ02ｨｰ ｨｨ ﾂ0209ｨｺｨ ｨｬ ｨｰｨ 09ｨｨｨｬ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪ060906ｨｦ ｨｨ ｨ ｨｪｨｨ07 09ｨｰｨ 05ｨ 04ｨ ｨｬ02ｨｪｨ 08ｨ ｨ 06 ﾂ02ｨｦ ｨｺ06ｨｪ ｨｨｨｨ 0706ｨｨ09ｨｺ ｨｪｨｨ07 ｨｺｨ ｨｺ 05ｨｨｨｪ02ｨｦｨｪ ｨ, ﾂｨｨｨｪ0706ｨｴ ｨｪ0603ｨ ｨｬ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ, 09 ｨｺ06ｨｰ ﾂ ｨｪ06ｨｦ 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ ｨｰ0605ｨｹｨｺ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ ｨｪｨｪｨ 07 ｨｪｨ ｨｬｨｨ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪｨ 07 ｨｺ06ｨｪ ｨｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06: 6ｦ 060ｨｪｨ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 0706ｨｨ09ｨｺｨ (0008ｨ 00 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ) ｨｬ060302ｨｰ ｨｨｨｬ02ｨｰｨｹ 08ｨ 04ｨｪ ｨｨ04ｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨｰ ｨ 04ｨｪ ｨｬ02ｨｪｨｪ0402 ｨｮ ﾂ02ｨｪｨｨ07 05ｨｰｨｨ0 04ｨ ; 6ｦ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ08ｨｨ ｨｰｨｨ07ｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨC 05ｨｨｨｪ02ｨｦｨｪｨｮ06 (06 ﾂ ｨｪ06ｨｦ 04ｨ ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 060ｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ), 0902ｨｰ0907ｨｴｨｮ (060ｨｨｨｪ 04ｨ ｨｬ060302ｨｰ ｨｨｨｬ02ｨｰｨｹ ｨ ｨｪ06ｨｦ ｨ 06ｨｴ02ｨｦ 0902ｨｰ09ｨｨ) ｨｨ 00ｨｺ06ｨｪ ｨｪｨｰｨｪｨｮ0603 ( ｨｰ09ｨｨ 0706ｨｨ09ｨｺｨ ｨｰ0907) ｨｪ06ｨｬ 04ｨ ; 6ｦ ｨｺｨ ｨｺ ｨｰ09ｨｨ02, 09 00ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｬ0603ｨｪ04 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ: ｨC ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ : q T =f(q S<T ) 09ｨｬ0209ｨｰ06 q T =f(q S=TｨC ), ﾂｨｰ06 ｨ 09ｨｰ06ｨｬｨ ｨｰ06ｨｬ ｨｪ0702ｨｰ ｨｰ0907ｨｴ ｨｨ09ｨｺｨ (ｨｺ06000ｨ 0209ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨ q T =f(q S ), q T2 =f(q S ), ｨｪｨ ｨｨｨ ｨ 09ｨｨ0907ｨｴｨｨ0 06ｨｰ 060ｨｪ ｨｨ ｨｰ ) ｨｨ 0006ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪ0603 ｨC ｨｨｨｪ02ｨｦｨｪ060006; ｨC 060ｨｨｨｪ 04ｨ ｨｪ ｨｬ02ｨｪｨｪ ｨｰ ｨ 0806ｨｦ q T =f(q S<T, q S2<T ), ｨｹ ｨｪｨｨ02ｨｬ 009ｨｮ0 0902ｨｰ0902ｨｦ 0706ｨｨ09ｨｺｨ (ｨｺ06ｨｪ ｨｪｨｰｨｪ04ｨｦ 0706ｨｨ09ｨｺ). 0306ｨｪ07ｨｰｨｪ06, ﾂｨｰ ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨ ｨ 0502ｨｪｨｨｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 0909ｨｰｨ 06ｨｰ ｨｰ06ｨｬ, ｨｺｨ ｨｺｨｨ02 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｨ ｨｺｨ ｨｺ ｨｨ ｨ ｨ ｨｰｨｹ, 0708ｨｨｨｪｨｨｨｬｨ 07 06ｨｺ06ｨｪ ﾂｨ ｨｰ0205ｨｹｨｪ ｨｪｨｨ02 06 ｨｰ06ｨｬ, 04ｨ 09ｨｨ09ｨｨｨｬ 04ｨ ｨｨ05ｨｨ ｨｪ02ｨｰ ｨｨ 06ｨｰ ｨｺｨ ｨｺｨｨ0 ｨｨ ｨｰ0902ｨｪｨｪｨｨｨｺ ｨｰｨｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｨ 06ｨ 09ｨｮ03002ｨｪｨｨｨｨ ｨｬ02ｨｰ060ｨ ﾂｨｨ0905ｨｨｨｬ, ﾂｨｰ06 ｨ ｨ ｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ , ｨｪｨｨ02 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰ02ｨｦ (08ｨｨ09. ): (a) ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ, ｨｨ ｨｮ06 06 ﾂ ｨｹ ｨC (a*) 0902ｨｰ090502ｨｪｨｨｨｦ, (b) 0905ｨｨ07ｨｪｨｨｨｦ 0902ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ ｨｨ (09) ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ (a*) ｨｨ (b) ｨC 0905ｨｨ07ｨｪｨｨ ｨｰ06ｨｺ 08ｨ ｨｪ ｨ ｨｰ09ｨｨ ｨｨ09ｨｺｨ ｨｹ 0302 ｨ ｨｪ02ｨｪ 08ｨｮ ﾂｨｪ06ｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｪ ｨｰ090502ｨｪｨｨｨｦ ｨｪｨ ｨｬ02ｨｰ ｨｪｨｨ ｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨ 08ｨｰｨｨｨｪ ｨｰ0907ｨｴ ｨｨ09ｨｺｨ. 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 06 ﾂ02ｨｪｨｹ ﾂｨ 09ｨｰ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｪ ｨｰ090502ｨｪｨｨ07 05ｨｮ ﾂ ｨｨ ｨｨ ﾂ0209ｨｺｨｨ ｨｨｨｪｨｰ ｨｰｨｨ08ｨｮ06ｨｰ0907 ｨｺｨ ｨｺ 00ｨｪｨ ｨｴｨｮ070409ｨ 06ｨｴｨｨ0203 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨ, ｨｴ ｨｺ0608ｨｪ02ｨｬ 0902ｨｰ090502ｨｪｨｨ07. 05ｨ ｨｬ02ｨｰｨｨｨｬ, ｨｪｨ 05ｨｰ06ｨｬ 0708ｨｨｨｪ02ｨｨ ｨｪ0609ｨ ｨｪ04 ｨｨ 0905ｨｮ- ﾂｨ ｨｦｨｪ ｨｨ09ｨｺ ｨｬ02ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ [3]. 2. ﾁｨ 09ｨｰ06ｨｰｨ ｨｨ ｨｬｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (a), (a*), (b), (c) ｨC 06ｨｰ ｨｪ02 ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ, 0902ｨｰ090502ｨｪｨｨｨｦ, ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｦ ｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ 0902ｨｰ090502ｨｪｨｨｨｦ ｨｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｦ (0905ｨｨ07ｨｪｨｨ ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ ) ｨ 09ｨｨｨｨ ｨｨ0ｨ ｨｪｨｨ07ｨｬｨｨ, ｨ , ｨｪｨ ｨｨｨ ｨ 09ｨｨ0907ｨｴｨｨ0 ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ, 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｬｨ 05ｨ ｨC ｨｺｨ 9 % ｨｪ ｨ ｨ , 04ｨ ｨｺ06ｨｰ060804ｨｬｨｨ ｨｮ02ｨｰ 0902ｨｰ090502ｨｪｨｨ02, ｨｰｨ ｨｰ 06ｨｺ % ｨｪ ｨｪｨｨ0 04ｨ ｨ , ｨｴｨｨ ｨｨ07ｨｪｨｨ02ｨｬ 0706ｨｨ09ｨｺ ﾂ02ｨｺ ｨC 06ｨｺ % ｨｪ ｨｨ 05ｨｰ06ｨｬ 0706 ﾂｨｰｨｨ ｨｨｨｪｨ 0905ｨｨ07ｨｪｨｨｨｦ ｨｨ090060ｨｨｨｰ ﾂｨｺｨ ｨｬｨｨ, ｨｴｨｨｨｬｨｨ ｨｮ05ｨｹ- 0002ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｪｨ 08ｨｮ0302ｨｪｨｨ02 05ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ 0706 ﾂｨｰｨｨ ｨ ｨｨｨｬ0202ｨｰ ｨｬｨｮ ｨ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｪ06ｨｦ ｨｨｨｨ ｨｺ060806ｨｰｨｺ06ｨｦ ﾂｨｺ06ｨｦ ｨｨ04 ｨC2 04ｨ , ｨｺ06ｨｰ0608ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ, ｨｪｨｨｨｺ0302ｨｦ ｨｮ ｨｨ ｨｪ02ｨｪｨｨ ｨ ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｨ ﾂｨ 09ｨｰ06 09 ｨｪ ｨ ｨｪｨ ｨ ｨｪ ｨｰ ｨ ｨｪｨｪｨ ｨｨ07, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, 07060ｨ ﾂ02ｨｦ ｨｪ ｨ ｨ, ｨ ｨｪ ｨｪｨｨ02ｨｬ 05ｨｨ09ｨｰｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 [6]. 25

26 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰｨ ｨｰ06ｨｬ 0902ｨｰ090502ｨｪｨｨ07, ﾂ02ｨｬ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨ 05ｨｹｨｪ ｨC ｨｮ05ｨｹｨｰｨ ｨｰｨｪ04ｨｦ 04ｨ ｨｪｨ ｨｨｨ ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 07ｨ 0804 ｨC 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ ﾂｨｺ02 ｨｨ 06ｨｰ 060ｨｪ ｨｨ ｨ ﾂｨｺｨｨ, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ ｨｨ090060ｨｪ04ｨｦ 04ｨ ｨｨｨｰ ｨｬｨｪ ｨｰ0208ｨｬ0609, 04ｨ ｨｰ02ｨｬ ｨｺｨ ｨｺｨｨ02-ｨｰ06 ｨｰ0208ｨｬ04 06ｨｰｨ 08ｨ ｨ 06ｨｰ0907, ｨｨ090060ｨｨｨｰ 0706ｨｨ09ｨｺ ｨｰ06ｨｦ 0902ｨｰｨｺ02, ｨ ｨｪｨ 04ｨ ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｬ 03ｨ ｨ ｨｪ0702ｨｰ0907 ｨｺｨ ｨｺｨｨｨｬｨｨ-ｨｰ06 ｨｰ0208ｨｬｨ ｨｬｨｨ ｨｨ090060ｨｪ ｨｨ07 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ 02ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪｨ ｨｰ090502ｨｪｨｨ ｨｨ07ｨｪｨｨ ｨｨｨｬ0208 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 0902ｨｰ090502ｨｪｨｨ07 ｨｨ 0905ｨｨ07ｨｪｨｨ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｨｨｪ02ｨｦｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨｨｪ02ｨｦｨｪｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 00205ｨｨｨｪ02ｨｦｨｪｨ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｨ04ｨｨ ﾂ0209ｨｺｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｺ ｨｬ02ｨｪｨｨ ｨｨ ｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｺｨ ｨｨ ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 3. ﾁｨ 09ｨｰ06ｨｰｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨｪ0705ｨ 09ｨｹ ｨｪｨ ｨｰｨｨ07ｨ 0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 ｨC ｨｨ 0902ｨｰ0907ｨｴｨｨ00907, ｨｨ ｨｺ06ｨｪ ｨｪｨｰｨｪ040 (0905ｨｨ07ｨｪｨｨ ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ ), ｨｨ 05ｨｨｨｪ02ｨｦｨｪ040 ( ｨｪｨｨ ｨ ｨ 0605ｨｹ0302). 00 ｨｨ ｨ ｨｪｨｨｨｨ ｨｪ02 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｪｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ0904, ｨｪｨｨ ｨ 08ｨｨ 09ｨｨｨｪ06ｨｪｨｨｨｬ ｨｰ06ｨｬｨｮ ｨｬ ｨｨｨｪ02ｨｨ0702 ｨｪ02 ｨｬ060005ｨｨ 06ｨ ｨｪｨ 08ｨｮ03ｨｨｨｰｨｹ ｨｪｨｨ 09ｨｨｨｪ06ｨｪｨｨｨｬｨｨ ﾂ0209ｨｺｨｨ0 04ｨ ｨｬ02ｨｪ, ｨｪｨｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ, ｨｪ0702ｨｬ040 ｨｪｨ ｨｮ080609ｨｪ02 04ｨ ｨｬ02ｨｪ04 ｨｰ0208ｨｬｨｨｨｪｨ, ｨｬ0603ｨｪ06, ｨｰ0607ｨｴ ｨｨ04 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｰ06ｨｬｨｮ ｨ 02ｨｨｨｨ (090604ｨｬ0603ｨｪ06ｨｦ) 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨ ｨｨ09ｨｹ 0706 ｨｮ0ｨ 0502ｨｪｨｨ06/006ｨ ｨ ｨｪｨｨ ｨ ｨ. 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 0ｨ ｨｰ06ｨｰ, 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨ 05ｨｹｨｪ04ｨｦ ｨｰｨｨ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ﾂｨ 09ｨｰ06 (ｨｪ ｨ 04ｨｪ ｨｰｨｪ060302ｨｪｨｨ070) 0909ｨｰ0802 ﾂｨ 02ｨｰ ｨ 04ｨｪ040 ｨｰｨｨ07ｨ ｨｨ09ｨｺｨ ｨC 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ, 0902ｨｰ0907ｨｴ02ｨｬ0907 ｨｨ ｨｺ06ｨｪ ｨｪｨｰｨｪ06ｨｬ. 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ02 ｨｨ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ 0708ｨｨｨｬ0208ｨｪ06 40% ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ 0708ｨｨ0060ｨｨｨｰ0907 ｨｪｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ06, ｨ 0% ｨｪｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ. 00 ｨｰ ｨｬ ｨｨ 0905ｨｨ07ｨｪｨｨｨｨ 009ｨｮ ﾂ02ｨｺ 0706ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰｨｪ04ｨｦ 04ｨ ｨｺｨ ｨ 02ｨｰ0907 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ02ｨｦ 0905ｨｨ09ｨ 02ｨｬ06ｨｦ 07ｨ 0804 (ｨｰ ｨｨｨｰ ｨｰ0208ｨｬ04 009ｨｮ0 04ｨ ｨｺｨ ｨｺ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｬｨｪ ｨｰ0906) % 0905ｨｮ ﾂｨ 0209, ｨｨ ｨｰ0605ｨｹｨｺ ｨC3 % 0905ｨｮ ﾂｨ ｨｰ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ02ｨｦ 05ｨｰ06ｨｦ 07ｨ 0804, ｨｰ ｨｨｨｰ ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨｨｨ ｨｴｨｨ0 09 ｨｪ0202 ｨｰ0208ｨｬ ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｰ06ｨｦ 0005ｨ 0902 ｨｺ08ｨ ｨｰｨｺ ｨｨ09ｨ ｨｪ ｨｺ 09002ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020507, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ 06 ﾂ0208 ﾂ02ｨｪ ｨｪｨ ｨ ｨ ｨｰ , ｨｰｨ ｨｴｨｨ0 ｨｺ0609ｨｰ07ｨｺ ｨｺｨ 0902ｨｦｨｰ09-08ｨｨ00205ｨｹ ｨｺ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｪ ｨｨｨｰｨｹ ｨｰ08ｨｨ ｨ ｨｺ 0607ｨｨ09ｨ ｨｪｨｨ06 ｨｨ ｨｨ04ｨｮ- ﾂ02ｨｪｨｨ06 ｨｰ060006, ｨｺｨ ｨｺ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060ｨｨ00ｨｨ02ｨｨ08ｨｮ02ｨｰ 09 ｨｰ02 ﾂ02ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ ｨｨｨｨ ｨｨ 04ｨ ｨｦ ｨC ｨｨ02ｨｨｨｦ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ07 09ｨ ｨｬ ｨｨ09ｨｺ ｨｪｨｨ07 (information searching), 09ｨｰ060806ｨｦ ｨC ｨｨ02ｨｨｨｦ [ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ06-ｨｨｨｪｨｰ ｨｺｨｰｨｪ040] ｨｬ ｨｦ ｨｺ0600ｨｪｨｨｨｰｨｨ09ｨｪ06ｨｦ 00207ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ (artificial intelligence, cognitive modeling), ｨｰ0802ｨｰｨｨｨｦ ｨC ｨｨ02ｨｨｨｦ ｨｨ ﾂ02ｨｪｨｨ07 0ｨ ｨｪｨｪ040 (data mining) ｨｦ ｨｨｨｰ ｨｺ 08ｨ ｨ 06ｨｰｨ ｨｬ 0902ｨｦｨｰ09 [9, 0,, 2], 08ｨｨ00205ｨｹ [2] ｨｨ 07ｨ ｨｦ05002ｨｬｨｮｨｰ [26] ｨｨ 04ｨ ｨｬ07 ｨｪ ｨｰ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ ﾁ02ｨｪ07 ｨｨ 02ｨ 08ｨ [20] ｨｰ080602ｨｪ 09 ｨｰ0208ｨｬｨｨｨｪｨ 0 ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｨｨｪｨｰ ｨｺｨｰｨ (0606), ｨｨ ｨｮ ｨｨ05ｨｮ 05ｨｰ ｨｨ08ｨｮ02ｨｰ ｨ ｨｰ0608ｨ ｨｬｨｨ ｨｺｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｰ08ｨ ｨｪ09ｨｰ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｰ02ｨｦ, ｨ ｨｪ02 05ｨｨｨｪ02ｨｦｨｪ040 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ. 0ｨ ｨｺ06ｨｪ0202, ｨｰ0802ｨｰｨｨｨｦ (ｨｪｨ 0708ｨｨｨｬ0208, [6, 24, 22]) ｨｪ0609ｨｨｨｰ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｦ ( ｨｪｨｰ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨｨ02 ｨｬ02ｨｰ06004 ｨｨ ﾂ02ｨｪｨｨ ｨｪ040 05ｨｨｨｪ02ｨｦｨｪ ﾂ02ｨｺ), ｨ ｨｪ ｨ ｨｲ02ｨｺｨｰｨｪ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｦ03 0ｨ 08ｨ ｨｺｨｰ ｨ 0ｨ ﾂｨ ｨｪｨｨ07 ﾂｨ 09ｨｰ ｨｪ ﾂ02ｨｺ ｨｬｨｮ05ｨｨ080609ｨ ｨｪｨ 09 [6], ｨ 09 [24] ｨｬ02ｨｰ ｨｨｨｬ02ｨｪ02ｨｪ ｨｺ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 04ｨ ｨｹ040609ｨ ｨｰ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｬ02ｨｰ06ｨｬ 08ｨ ｨ 06ｨｰ 0706 mining sequential patterns ｨｰ0907 ｨｪ02 ｨ ｨｪｨ 05ｨｨ04 09ｨ ｨｬｨｨ ﾂ02ｨｺ (06ｨ ｨｲ02ｨｺｨｰｨ ), ｨ ｨｰ080602ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨｨ0 06ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 (ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｪｨ 05ｨｨ04ｨ 06ｨ ｨｲ02ｨｺｨｰｨ ). 0209ｨｰｨ ｨｪ0609ｨｨｨｬ0907 ｨｪｨ ｨｺ ｨｦｨｰ09-08ｨｨ00205ｨｹ03(080908). 02ｨｪ 0607ｨｨ090409ｨ 02ｨｰ ｨｰ. ｨｪ. 0706ｨｨ09ｨｺ0609ｨｮ ｨｨ06 ｨC ｨｪｨ 0708ｨ ｨｪｨｪｨｮ06 ｨｪｨ ｨｮ ｨｰ ｨｪｨｨ02 060ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ ﾂｨｺｨｮ, 09ｨｺ0506 ﾂｨ 06ｨｴｨｮ06 (ｨ ) ｨｬｨｮ05ｨｨ080609ｨｺｨｮ ｨｪｨ - ﾂｨ 05ｨｹｨｪ ｨ ｨ ｨｨ (ｨ ) ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ (ｨｺｨ ｨｺ ｨｺｨｰｨｨ09ｨｮ) ｨ ｨｨｨｰｨｬｨｨ ﾂｨｪ0609ｨｰｨｹ 0607ｨｨ09ｨ ｨｪｨｨ07, 060ｨｪｨ ｨｺ ｨｨ08ｨｮ02ｨｰ 06ｨｪ ｨｺｨ ｨｰ ｨｺ0605ｨｹｨｺｨｮ 06ｨ ｨｲ02ｨｺｨｰ06ｨｬ ｨｨ09ｨ ｨｪｨｨ ｨｰ ｨ 05ｨｹｨｪ04ｨｦ ｨｨ09ｨｺｨ, 0706ｨｪ07ｨｰｨｨ ｨｨ09ｨｺ060906ｨｦ ｨｨｨｨ03 08ｨ 04ｨｬ04ｨｰ06, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｮ 0706ｨｨ09ｨｺｨ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ ｨｬ060302ｨｰ ｨｰ ｨ ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ () 060ｨｪｨ ｨｨ ｨｰｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨｨｪｨｰ ｨｰｨｨ080609ｨ ｨｪｨ ｨｨ ｨｺｨ ｨｺ 060ｨｪｨ ｨｨ07, ｨｨ ｨｺｨ ｨｺ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｬ09ｨｰ0902ｨｪｨｪ ｨｨｨｦ; (2) 0209ｨｰ0209ｨｰ0902ｨｪｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｰｨ ｨｴｨｮ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ06 04ｨ , ｨｪ06 ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｰｨ ｨｴｨｮ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ ｨｨ09ｨｺ060906ｨｦ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ, ｨｪｨ 0708., 09 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｪ06ｨｦ ｨｬ02, ｨ 00 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｴ02 ｨｨ ｨｨｨｪ04 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ. 26

27 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 08ｨｨ07ｨｬｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 0706ｨｨ09ｨｺ060906ｨｬｨｮ ｨｪｨｨ06 ﾂ ｨｺｨ. 06ｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ 0709ｨｨ ｨｨ ﾂ0209ｨｺ ｨｨ09ｨ ｨｪｨｨ02, ｨ ｨｨｨｰｨｬｨｨ ﾂｨｪ ｨｰ06ｨｦ ｨｬ020802, 09 ｨｺ06ｨｰ060806ｨｦ ｨ ｨｨｨｰｨｬｨｨ ﾂｨｪ04 ｨ ｨｨ00209ｨｨ0608ｨｨ09ｨｰ09ｨｺｨｨ02 ｨｬ ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, 06ｨｪ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ ｨｺｨｨ ｨ 02ｨｨｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｺｨ ｨｺ 06ｨ 06ｨ ｨｴ02ｨｪｨｨ02, ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ07 ｨｨ ｨｺ02ｨｨ07 ｨｨ05ｨｨ ｨ ｨｨｨｨ080609ｨ ｨｪｨｨ02, 0706ｨｪｨｨｨｬｨ 02ｨｬ0602 ｨｺｨ ｨｺ ｨｮｨｺｨ 04ｨ ｨｪｨｨ ｨ ｨｺｨ ｨｺ06ｨｦ-ｨｰ06 008ｨｮ0006ｨｦ ﾂｨ 09ｨｰｨｨ ｨｦ09ｨｰ09 ｨｨ09ｨｺ06ｨｬ ｨ ｨｲ02ｨｺｨｰｨ. 00 ｨｺ08ｨｨｨｰ0208ｨｨ070 00ｨｮｨｬｨ ｨｪｨｨｨｰｨ 08ｨｪ06ｨｦ ｨｪｨ ｨｮｨｺｨｨ, ｨｦｨｰ09-08ｨｨ00205ｨｹ ｨｰ06 ﾂ02ｨｪ ｨｨ ｨ 02ｨｨ06ｨｪｨ 0502ｨｪ ｨｬｨ 05ｨｨ04ｨ 02ｨｨ ｨｬ0603ｨｪｨ ｨｰ0605ｨｹｨｺ ｨｨ 0706ｨｨ09ｨｺ ｨ ｨｪｨｨ ﾂ02ｨｪ ｨｨ040605ｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｨ ｨｪ06, 002ｨｰｨ 05ｨｹｨｪ06 ｨｨ 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｨ09ｨ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｹ ｨｦｨｰ09 [9, 0] ｨｬｨｮ05ｨｨ080609ｨ 05ｨ ｨ ｨｰ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ , ｨｪｨ 0409ｨ ｨｪｨｪ ｨｰｨ ｨｺｨｰｨｨｨｺｨ ｨｬｨｨ 0706ｨｨ09ｨｺ ｨｪｨｨ ｨｨ00205ｨｹ [2] ｨ 0706ｨｪ07ｨｰｨｨ02 03ｨ 00ｨ (move) ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨ ｨｦｨｰ09 [] 09ｨｺ06ｨｪ09ｨｰ08ｨｮｨｨ080609ｨ 05ｨ ｨｮ0302 ﾂ02ｨｰ ｨｮ080609ｨｪ ｨｨ09ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｪｨｨ07: 03ｨ 00ｨｨ, ｨｰｨ ｨｺｨｰｨｨｨｺｨｨ, 09ｨｰ08ｨ ｨｰ020002ｨｬ04 ｨｨ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ. 05ｨｮ0ｨｹｨ ｨ ｨｰｨ ｨｺｨｰｨｨｨｺ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ 06 ﾂ02ｨｪｨｹ 08ｨ 04ｨｪ06ｨｦ ｨC ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨ ｨｺｨｰｨｨｨｺ (05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨ ) 06ｨｺｨ 04ｨ 05ｨｨ09ｨｹ ｨｮ050708ｨｪ ｨｨ ｨｨ ｨ ｨｰ020502ｨｦ, ｨｰ06 ｨ 0605ｨｹ03ｨ 07 ﾂｨ 09ｨｰｨｹ (ｨｨ04 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｰｨｺ0609!) ｨｰｨ ｨｺｨｰｨｨｨｺ 06ｨｰｨｺ05ｨｨｨｺｨ ｨｪ02 ｨｪｨ 0305ｨ. 02ｨ 08ｨ ｨｰｨｨｨｬ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｺｨ ｨｺ 08ｨ 04 ｨｪｨ ｨｪ ｨｮ050708ｨｪ ｨ ｨｰ0608 SELECT ｨｨ ｨｨｨｨ [9] 0209ｨｰｨｹ ｨｪｨｨ ﾂｨｰ06 ｨｨｨｪ0602, ｨｺｨ ｨｺ ｨ ｨｰ ｨｰ090502ｨｪｨｨ ｨｨ09ｨｺｨ ｨｬ02 ｨｰ060006, ｨ ｨｪ006ｨｬ 09 ｨｰｨ ｨｺｨｰｨｨｨｺｨ ｨｬ ｨｪｨｨ07 (idea tactics, [0]) ｨｰ0907 ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｮｨｴｨｨｨｦ 04ｨ , ｨｪ ｨｪ02ｨｪｨｪ0402 ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 04ｨ , ｨｪｨ ｨｪｨｪ0402 ｨｪｨ 060ｨｪｨｮ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨ090060ｨｪｨ 07 ｨｺ06ｨｪ020207ｨｰｨｮｨ 05ｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ ｨｦｨｰ09 ｨｪ ｨｨ090409ｨ 02ｨｰ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ ｨｨ09ｨｺ ｨｪｨｨ07 ｨｺｨ ｨｺ 05ｨｨｨｪ02ｨｦｨｪ ｨ ｨ ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ. 02ｨ , 006ｨｰ ｨｨ ｨ ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨ ｨｪ02ｨｰ ｨ ｨｰ0608ｨ 0905ｨｨ07ｨｪｨｨ ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ, 09 [26] 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨｨｰｨｮｨ 02ｨｨ07, 09 ｨｺ06ｨｰ060806ｨｦ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪｨ ｨｪｨｪ ｨ ｨｨ08ｨｮ02ｨｰ 04ｨ 0ｨ ﾂｨｮ, ｨｨｨｰ 06ｨ 08ｨ 04ｨｮ06ｨｴｨｨ ｨｰｨｺｨｨ, ｨ 04ｨ ｨｰ02ｨｬ 0905ｨｨ09ｨ 02ｨｰ ｨｨ0, ｨｪ0707 ｨｺ06ｨｬ070604ｨｨ02ｨｨ06ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ. 020ｨｪｨ ｨｺ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ02 ｨｨ ｨ ｨｪｨｨ07 (ｨｪｨ 0708ｨｨｨｬ0208, [22, 25]), 09ｨｰ080607ｨｰ0907 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｪｨ ｨｰｨ ｨｺｨｰｨｨｨｺｨ 0 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ (term tactics) ｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰ02ｨｦ ｨｪ ｨｮ09ｨｺｨ 06ｨｰ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｨｨｨ, ｨｨ090060ｨｪ ｨ 00ｨ ｨｨ004 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ. 06ｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｰ020702ｨｪｨｨ 07ｨ 08ｨ 006ｨｺ09ｨ 05ｨｹｨｪ06 ｨC 00ｨ 080ｨ ｨｨ ﾂ0209ｨｺｨ ｨｨ07, ｨｪｨｨｨｺ03ｨ ｨｮ 05ｨｨｨｪ02ｨｦｨｪ ｨｨ09ｨｺｨ, 00607ｨｮ09ｨｺｨ 05ｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ, ｨｰ06000ｨ ｨｺｨ ｨｺ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨｨｨｨ, ｨｨ0903ｨｨ ｨｺ06000ｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｦ 0706ｨｨ09ｨｺ 09ｨｰｨ 05 ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｨ09ｨ ｨｰｨｹ ｨｦ, ｨC ｨｪ02ｨｰ. 0308ｨｨ ｨｬ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｮ ｨｨ06 00ｨ ｨｺｨｺｨ 08ｨｨ [25]. 00 ｨｪ02ｨｦ ｨｨ ｨｹ040609ｨ ｨｪｨ ｨｮｨｺ ﾂ02ｨｪｨｪｨ ｨｨ ｨｺｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 3 04ｨ (ｨｰｨ ｨ 05. ) ｨC 04ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ ｨ 02ｨｨｨｨ 006ｨ ｨ ｨｪｨｨ07 09ｨｨｨｪ06ｨｪｨｨｨｬｨ (09ｨｬ0209ｨｰ06 < > 09ｨｪ0609ｨｨｨｰ0907 < OR _09ｨｨｨｪ06ｨｪｨｨｨｬ>), ｨｰｨ 05ｨｹｨｪ ｨ 02ｨｨｨｨ ﾂｨｨ09ｨｰ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02. 08ｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ, ｨｰ080602ｨｪｨｨ ｨｨ09ｨ ｨｪｨｨ07 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨ ｨｺｨｺｨ 08ｨｨ ｨｺ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｨ07 00ｨ ｨｺｨｺｨ 08ｨｨ ｨｪ ｨｨｨｰ ｨｰｨ ｨｺｨｰｨｨｨｺ, ｨ 00ｨ 06ｨｴｨｨ0 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｪ02ｨｪｨｨ ｨｨ09ｨｺｨ. 06ｨ ｨ 05ｨｨ02ｨ ｨｺ 0902ｨｦｨｰ09-08ｨｨ00205ｨｹ ｨ ｨｺｨｺｨ 08ｨｨ [25] ｨ 02ｨｨｨｨ ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｪｨｨ02 intersect Vary Parallel Reduce Negate Union AND ｨｪ02ｨｪｨｨ02 04ｨ ｨ ｨｪ060904ｨｬ ｨｰ0208ｨｬ06ｨｬ: q:= q AND term 020ｨｨｨｪ ｨｨ05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ0208ｨｬ ｨ ｨｬ02ｨｪ0706ｨｰ0907 ｨｪｨ ｨｰｨ ｨｺ ﾂｨｨ ｨｮ00ｨｨ0 ｨｰ0208ｨｬ ｨ ｨ ｨｪｨｨ02 09ｨｨｨｪ06ｨｪｨｨｨｬｨ 070ｨ 0502ｨｪｨｨ02 ｨｰ0208ｨｬｨ 00ｨｪ020902ｨｪｨｨ02 AND NOT term 05ｨ ｨｬ02ｨｪｨ AND ｨｪｨ OR ｨｰ06ｨｨｨｪ09ｨｰ ｨ 08ｨｨｨ ｨｪｨｰｨ 00ｨ ｨｺｨｺｨ 08ｨｨ ｨC 06ｨｰｨｺ ｨｪｨｪｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂｨｪ0609ｨｰｨｹ03 (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 0ｨ ｨ 02ｨｨｨｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ ｨｪ ｨｪｨｪ06ｨｦ ｨｬ02 ｨC ｨｺｨ ｨｺ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨ ｨｮ ｨ ｨｰ , ｨｪ06 ｨｪ02 ｨｺｨ ｨｺ 04ｨ ｨｬ02ｨｪｨ ｨ ｨ ｨｴｨｨｨｬ ｨｨ05ｨｨ ｨｺ06ｨｺ0802ｨｰｨｪ04ｨｬ ｨｰ0208ｨｬｨｨｨｪ06ｨｬ). 0207ｨｨ09ｨ ｨｪｨｨ02 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｪｨ ｨ ｨｺｨｺｨ 08ｨｨ03 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰ080602ｨｪ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ. 0308ｨ 090ｨ, 09 09ｨ ｨｬ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ [25] ｨｰｨ ｨｺ ｨｨ09ｨ ｨｪｨｨ02 09ｨｰ0806ｨｨ050609ｨｹ 0908ｨｮ ﾂｨｪｨｮ06, ｨｪｨ 07ｨ ｨｰ02ｨｪ 04ｨ ｨｰｨｮ002ｨｪｨｰ0609 ｨｺ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ09ｨｺ06ｨｦ LISA ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ [25], 09 [23] ｨｨ ｨ ｨｪ ｨｨ09ｨｺ ｨｪｨｨ02 ｨｰ ﾂ ｨｹ040609ｨ ｨｰ020502ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 (09ｨｮｨｰ06 ﾂｨｪ04ｨｦ Excite). 006, ｨｺｨ ｨｺ ｨｨ 09 [25], 0706ｨｰ06ｨｺ 04ｨ ｨｹ040609ｨ ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨ ｨｬｨｺｨ 0 07ｨ 08ｨ 0ｨｨ00ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｺｨ ｨｨ ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 00 [3, 4, ] ｨｪ06 08ｨ 0405ｨｨ ﾂ02ｨｪｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｺｨ ｨｨ ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ 00ｨｨ04ｨｨ ﾂ0209ｨｺｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨC ｨ ｨｮ ﾂ02ｨｪｨｪｨ ｨｬ02ｨｪｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｪ06ｨｦ ｨｨ05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨｨｬｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ ｨｬｨ 03ｨｨｨｪｨ ｨｬｨｨ, ｨｰ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 0904ｨ ｨｨｨｬ0604ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ06ｨｦ, 09ｨｺ0506 ﾂｨ 07 ｨｰｨ ｨｺｨｨ ｨｨｨｬｨｨｨｰｨｨ0904 ｨｺｨ ｨｺ 0902ｨｰ090502ｨｪｨｨ02 ｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨ07 (09ｨｺ0502ｨｦｨｺｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0, ｨ 05ｨｹｨｪ0609ｨｰｨｨ 009ｨｮ0, ﾂ02ｨｺ 0706ｨｨ09ｨｺｨ ). 00 [, 5, 6] ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ09ｨｹ ｨｰ. ｨｪ. 04ｨ 0ｨ ﾂｨｪ ｨｨｨｨ, ｨｺ06ｨｰ ｨｨ09ｨｹ ｨｺｨ ｨｺ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｪ0609ｨｰｨｨ ｨｪｨ 0008ｨ ｨ 08ｨｪ ｨｰ09ｨ 04ｨ ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ, ｨ 09ｨ ｨｬ ｨｰ ｨｹ ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ ｨｴｨｪ0609ｨｰｨｨ03 ｨｪ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ040 ｨｰ0208ｨｬ ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 ｨｬｨｪ ｨ 0ｨ ﾂｨｪ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04, 0706ｨｪｨｨｨｬｨ 02ｨｬ0602 ｨｺｨ ｨｺ ﾂ ｨ ｨｪｨｨ02 08ｨ 04ｨｪ ｨｨ09ｨｺ ｨ 0ｨ ﾂ, ｨ 02ｨｬ ｨｹ040609ｨ ｨｰ020502ｨｬ 09 ｨｰ02 ﾂ02ｨｪｨｨ ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｰ09ｨｮ02ｨｰ ｨｬｨｮ05ｨｨ080609ｨｺｨ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨ ｨ ｨｹ 00ｨ ｨｺｨｺｨ 08ｨｨ ｨｮ02ｨｰ 0902ｨｦｨｰ09 ｨｨ ｨｪｨ ｨ 02ｨｰ ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｬｨｮ05ｨｨ080609ｨｺｨｨ: ) select ｨC 0904ｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｺ060806ｨｰｨｺ ｨ ｨ, 0708ｨｨｨ 05ｨｨ0302ｨｪｨｪ ｨ 03ｨ 06ｨｴ ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ; 2) exhaust ｨC 0904ｨ 0608 ｨｬｨｪ ｨｪ ｨ ｨ, ｨ ｨｰ06 ﾂｨｪ ｨ 03ｨ 06ｨｴ ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ. 05ｨ ｨｬ02ｨｰｨｨｨｬ, 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｰ04ｨｬ ｨｰ ｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ, 09ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｨｨｪ04. 06ｨ ｨｺ, ｨｨｨｴｨｮｨｴ ｨｰ04ｨｦ ｨｺｨｮｨ 06ｨｺ 08ｨｪ002ｨｺ09ｨ ｨｰ04ｨｬ ｨ ｨｮ002ｨｰ 005ｨｨｨｪｨｪ04ｨｦ 04ｨ < ｨｰ04ｨｦ ｨｺｨｮｨ 06ｨｺ 08ｨｪ002ｨｺ09ｨ > ｨｹ040609ｨ ｨｰ0205ｨｹ ﾂｨｰ02ｨｰ ｨｪｨ ﾂｨ ｨｰｨｹ 09 (09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ06) ｨｰ ｨ ｨ. 27

28 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ, ﾂ ﾂｨ ｨｦｨｪ ｨｺｨ ｨｨ ｨｨｨｬ0202ｨｰ ｨｬｨｮ ｨ ｨｪｨｨ07 060ｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｺ060806ｨｰｨｺ06ｨｦ ﾂｨｺ06ｨｦ ｨｨ04 ｨC2 04ｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ, ｨｪｨｨｨｺ0302ｨｦ ｨｮ ｨｨ ｨｪ02ｨｪｨｨ ｨ ｨｪｨｪ06ｨｦ ｨｨ ﾂｨ 09ｨｰ06 09 ｨｪ ｨ ｨｪｨ [6]. 020ｨｪｨ ｨｺ06 04ｨ 0ｨ ﾂｨｪｨ ｨｨ07 ｨC ｨｪ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ06 05ｨｨｨｪ02ｨｦｨｪｨ ﾂｨｺｨ 04ｨ , 06ｨｪｨ ｨｬ060302ｨｰ ｨｨｨｬ02ｨｰｨｹ ｨ ｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ. 05ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ 09ｨｪｨｮｨｰ08ｨｨ 04ｨ 0ｨ ﾂｨｪ ｨｨｨｦ, ｨｰ0802ｨ ｨｮ06ｨｴ02ｨｦ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｮ ﾂ02ｨｰｨ ｨｺｨ 04ｨ , 09 [, 5, 6] ｨｪ02ｨｰ. 02ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨｴ02ｨｪｨ ｨｺｨ ｨｺ 08ｨ 04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ 0706ｨｰ06ｨｺｨ 04ｨ ｨｹ040609ｨ ｨｰ020507, ｨｰ. 02., 0008ｨｮｨ , 09ｨｬ0209ｨｰ06 ｨｪ020608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ ｨ 00ｨ ｨｰ09ｨ, ｨｬ04 ｨｰ ｨｹ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ 0908ｨ 04ｨｮ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｬ ｨｰ07 ｨｺ06ｨｪ ｨｨｨｨ 0706ｨｨ09ｨｺ ｨｪｨｨ ｨｮ09ｨｺｨ 06ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｨ09ｨｺｨ, 09 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ040 ｨｨ ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｪｨｨ07 [23, 25] () 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｪｨ ｨｨ ｨｰｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨC 05ｨｨｨｪ02ｨｦｨｪｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 04ｨ ｨｺ02 ｨｨ ｨｰｨｮ070502ｨｪｨｨ07; (2) ｨｨ04ｨｮ ﾂｨ 02ｨｰ0907 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 04ｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨ 07 ｨｬｨ 08ｨｺ060909ｨｺｨｨｨｬ ｨｬ ｨｬ ｨｺｨ, ｨC 06 ﾂ ｨｪ06ｨｦ 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰ0605ｨｹｨｺ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ 04ｨ ｨ, ｨ ｨｪｨｪ ｨｪ ｨｰ0902ｨｪｨｪ ｨｪｨｨｨｬ. 0ｨ ｨｰｨｨ09, ｨｺｨ [3, ] ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｺｨ ｨｺ ｨｮ0302 ｨｪｨ ｨｮ080609ｨｪ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ09ｨｺｨ (0902ｨｰ090502ｨｪｨｨ07 ｨｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ 0902ｨｰ06ｨｺ), ｨｰｨ ｨｺ ｨｨ ｨｪｨ ｨｮ080609ｨｪ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ (ｨｺ ｨｨ090060ｨｪ04ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰ07ｨｬ 006ｨ ｨ ｨｰ ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ090060ｨｪ06 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804) ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨｰ ｨ ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 060ｨｪｨ ｨｬｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 06 ﾂ ｨｪ ｨ ｨ 06ｨｰ 02ｨｬｨｮ ｨｰ09ｨｮ06ｨｴ020006, ｨｰ06 ｨｨ ｨ ｨｰ ｨｨｨｪｨｰ ｨｮ02ｨｰ, ｨｬ0603ｨｪ06 05ｨｨ ｨｨ ｨｺｨ ｨｺ 09 ｨｰ0208ｨｬｨｨｨｪｨ ｨｺｨ 0607ｨｨ09ｨ ｨｪｨｨ07 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ, ｨ 08ｨ ｨ ｨｰｨｹ ｨｰ09ｨｮ06ｨｴｨｨｨｦ 04ｨ ｨｰ02ｨｺｨｮｨｴｨｨｨｦ ｨｨ ｨｪ0205ｨｹ0407 ｨC ｨｰ02ｨｺｨｮｨｴｨｨｨｦ 04ｨ ﾂｨｨｨｰｨ 02ｨｰ0907 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｬ, ｨｨ 0ｨ, ｨｰ ｨｮ02ｨｰ ｨｪｨｨｨｰｨｹ, 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ06 05ｨｨ ｨｰｨ ｨｺ ｨ 08ｨ ｨ ｨｪｨｨ02, ｨｨ ｨｨ ｨｪ02 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ06, ｨｰ ｨ 08ｨ ｨｰｨｹ 0005ｨｮ ﾂ ｨC ｨｺｨ ｨｺ ｨ ｨｪ ｨｺ0804ｨｰｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ ｨ ｨ (060ｨｪ ｨ 08ｨ ｨ ｨｪｨｨ ｨｺ080409ｨ 02ｨｰ ｨ 0605ｨｹ03ｨｮ06 ﾂｨ 09ｨｰｨｹ 04ｨ ｨ, ﾂ02ｨｬ 008ｨｮ000602), ｨｰｨ ｨｺ ｨｨ ｨ ｨｪ02 05ｨｺ06ｨｪ06ｨｬｨｪ0609ｨｰｨｨ 0607ｨｨ09ｨ ｨｪｨｨ07 (ｨｪｨ 0708ｨｨｨｬ0208, ﾂｨｨ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨ ｨｰ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ) ｨｮｨｴ02ｨｪｨｨ02, ﾂｨｰ06 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ ｨｪ02 ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ ｨｨ05ｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ 0908ｨ 04ｨｮ 07ｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609, ｨｬ02ｨｪ0702ｨｰ ｨ ｨｺ0202ｨｪｨｰ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｹ ｨｪｨｮ03ｨｪ ｨｪｨｨｨｰｨｹ, 06ｨｰ ｨｺｨ ｨｺ ｨｰ0902ｨｪｨｪｨｨｨｺｨ ｨｨ05ｨｨ 06ｨｰ ｨｺｨ ｨｺ06ｨｦ 07ｨ 0804 ｨｰ02ｨｺｨｮｨｴｨｨｨｦ 04ｨ ｨｪｨ ｨｨｨ ｨ 09ｨｨ09ｨｨｨｬ ｨｰ ｨｪｨｮ03ｨｪ04 ｨｬ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ( ｨｰ09ｨ ) ｨｪｨｨ ｨｰ09ｨ 04ｨ ｨ 04 ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｪ0609ｨｺｨ (0004ｨ ｨｪ ｨｬ02ｨｪｨｨ03). 0207ｨｨ09ｨ ｨｪｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｨ0 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｰ0802ｨ ｨｮ02ｨｰ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｪ0609ｨｺｨｨ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｪ0609ｨｺ02 ｨｺｨ 030ｨ 07 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ ｨｰｨ ｨｪｨ ｨｰ0605ｨｹｨｺ06 09ｨｰ0806ｨｺ06ｨｦ 04ｨ ｨ ｨｨ ｨｪ06 060ｨｨｨｪ 04ｨ ｨｰｨ ｨｰ 09 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ, ｨ ｨｴｨｨ ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｪ0609ｨｺ02 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｴ02 ｨｨ ｨｬ07 ( ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ) ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ. 05ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｪ0609ｨｺｨ ｨｮｨｬ0209ｨｰｨｪｨ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ 04ｨ ｨｺ ｨｺｨｰｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ03, ｨｪ06 ｨｨ 0708ｨｨ ｨ ｨｪｨ 05ｨｨ ｨ ｨｪ ｨｹ040609ｨ ｨｰ020507, ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨｨ ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｪ ｨｨｨｦ 09 [5, 6]. 0308ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｪ0609ｨｺｨ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨC 05ｨｨｨ ｨ 05ｨｹｨｪ06ｨｬ ｨｬ02ｨｪｨｨ/ ｨｮ ﾂ02ｨｪｨｨｨｨ, 05ｨｨｨ ｨｮ ｨｪ06ｨｬ, 04ｨ 0ｨ ｨｪｨｨ02ｨｬ ｨｪｨ 0708ｨ ｨｪｨｨ07 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨC ｨｺｨ ｨｺ ｨｺｨ ｨｺ06ｨｦ ｨｺ0605ｨｹｨｺ06 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ08ｨｨｨｺ ｨｰ09ｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 (0708ｨ 090ｨ, ｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ 0603ｨｨｨ ｨｺｨ ｨｬｨｨ) 09 [8]. 06ｨ ｨｺｨｨ02 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ ｨｺ0804ｨｰｨｨｨｨ 04ｨ (09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ05ｨｨ ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｬ ｨｨｨｨ), ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 [2], ｨｰｨ ｨｪ0609ｨｺｨ 0 ｨｨ05ｨｨ ｨｪｨ 06ｨ ｨｴｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰ070 [7] ｨｺｨ ｨｺ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｮｨｬ0209ｨｰｨｪ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｪ0609ｨｺ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨｹ040609ｨ ｨｰ020502ｨｬ, (ｨ ) 0202ｨｪ04 006ｨ ｨ ｨｪｨｨ07 ｨｨ ｨｮ0ｨ 0502ｨｪｨｨ07 ｨｰ0208ｨｬｨ 08ｨ 0405ｨｨ ﾂｨｪ04, ｨｰ.02. ｨｪ ｨｪ0702ｨｰ0907 ｨｮ ｨｨ02 09ｨｨｨｬｨｬ02ｨｰ08ｨｨｨｨ, (ｨ ) 0202ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 00ｨｨｨｰ0208ｨ 02ｨｨｨｨ ｨｪ02ｨｪｨｨ07 05ｨｰ06ｨｦ ｨ 02ｨｨｨｨ 09 05ｨｰｨｨｨｬｨｨ ｨ ｨｪ0ｨ ｨｬｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨC ｨｨ 04ｨ ｨｬ02ｨｪｨ 08 ｨｪｨ 00 09ｨｰ06ｨｨｨｰ 09ｨｺ0605ｨｹｨｺ06ｨｰ06, 06ｨ 08ｨ ｨｰｨｪｨ 07 04ｨ ｨｬ02ｨｪｨ ｨｬ02ｨｪｨｹ0302, ｨ ｨｪ02ｨｪｨｪｨ ｨｰ0608ｨｪ06 04ｨ ｨｬ02ｨｪｨ 08 ｨｪｨ 00, 09ｨｺ , ｨｪ02 09ｨｰ06ｨｨｨｰ ｨｪｨｨ ﾂ ｨｨ ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｪ ｨｨｨｦ [5,6] ｨ 0405ｨ ｨｨ ｨｹ040609ｨ ｨｪｨ () 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨｰ0902 ｨｨ (2) ｨ ｨｨｨｪｨ 08ｨｪｨ 07 ｨｬ0208ｨ ｨｰ09ｨ. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 () 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨ 07 04ｨ 0ｨ ﾂｨ ｨｨ (2) 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｰ ｨｺ060906ｨｦ 03ｨｺｨ 0502, 04ｨ 0ｨ 09ｨ 02ｨｬ06ｨｦ ｨ 06ｨｴｨｨｨｬ 0708ｨ 09ｨｨ0506ｨｬ, ｨ ｨｪ02 ｨｬ020806ｨｦ ｨｹ04ｨｮ02ｨｬ ｨｪ07ｨｰｨｨ07 00 ｨｰ02ｨｺ09ｨｰ02 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ06ｨｴｨｨ02 ｨC ｨ ｨｪｨｪ ｨ 08ｨ ｨ 06ｨｰｨｺ06ｨｦ ｨC 0706ｨｪ07ｨｰｨｨ07, ｨｨｨｪ06000ｨ 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｰ 06ｨ ｨｴ020708ｨｨｨｪ07ｨｰ040, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｪ02 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ : ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07 ｨC ｨ ｨｺｨｰ 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ ｨｹ040609ｨ ｨｰ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ, 09ｨｺ0506 ﾂｨ 06ｨｴｨｨｨｦ 002ｨｦ09ｨｰ09ｨｨ ｨｹ040609ｨ ｨｰ ｨｨ 06ｨｰ0902ｨｰ ｨｬｨ 03ｨｨｨｪ ｨｦ09ｨｰ09ｨｨ ｨｹ040609ｨ ｨｰ ｨC 07060ｨ ﾂｨ 04ｨ ｨ ｨｨ05ｨｨ 05ｨｨ09ｨｰｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｺｨ ｨｺｨｨ0 08ｨ 0405ｨｨ ﾂｨｨｨｦ, 0009 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ0403, ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｪ02ｨｰ, ｨｪ ｨｹ040609ｨ ｨｰ ｨｬｨｮ05ｨｨ080609ｨｺｨ 04ｨ ｨ ｨｨ ｨｮ06ｨｴ ｨｨ09ｨｰｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨC 06 ﾂ0209ｨｨ0ｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 08ｨ 04ｨｪ ｨｦ09ｨｰ09ｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｮ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 06ｨ 04 ﾂｨｪ06 ｨｪｨ ｨ 06ｨｰ 04ｨ ｨ ｨｬｨｨ; ｨｬ02ｨｪｨｪｨ ｨｨ07 ｨC 0008ｨ 00ｨｬ02ｨｪｨｰ ｨ ｨｴ02ｨｦ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｹ040609ｨ ｨｰ ｨｰｨ ｨｺ06ｨｦ, ﾂｨｰ06, ｨｨｨｪｨｰ020809ｨ ｨｬ02ｨｪｨｨ ｨｬ02030ｨｮ ｨｪ02ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ02ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ02ｨｦ, 04ｨ ｨｪ02ｨｦ ｨｮ06ｨｴ02ｨｦ, ｨ 0605ｨｹ0302 ｨｪ02ｨｺ06ｨｰ ｨ T. 04ｨ 04ｨｪ0402 ｨ 09ｨｰ ｨ ｨｨ08ｨ 06ｨｰ 08ｨ 04ｨｪ ｨｨ T, ｨｮ05ｨｹｨｰｨ ｨｰ02 08ｨ 04ｨ ｨｪｨ ﾂ02ｨｪｨｨｨｦ T ｨC 06ｨｰ 5 ｨｬｨｨｨｪ ﾂ. ﾁｨ ｨｴ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨ 30 ｨｬｨｨｨｪ [0607ｨｨ09ｨ ｨｪｨｨ07] ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ: <09ｨｰ0806ｨｺｨ 04ｨ ｨ >, <090802ｨｬ07>, < ﾂｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609>, <ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609> ｨｹ: 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨC ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ, ｨｰ- 28

29 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｰ09ｨｰ09ｨｮ06ｨｴ0202 ｨｪ06ｨｬ0208ｨｮ (ｨｪｨ ﾂｨｨｨｪｨ ) 06ｨｰ090405ｨ 02ｨｬ06ｨｦ ｨｹ040609ｨ ｨｰ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 0009 n-ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ05ｨｨ n-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ, ｨｬ04 ｨｨｨｬ0202ｨｬ 09 09ｨｨ0ｨｮ, ﾂｨｰ <09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609> 05ｨｰ06ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 09ｨｰ06ｨｨｨｰ n ｨｪｨ 09 09ｨ 03ｨｪ06 009ｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07: 0 ｨｨ 00ｨｪ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07 ｨｬ060302ｨｰ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ 07060ｨ ﾂ02 04ｨ ｨ, ｨｪ02-0 ｨC ｨｰ0605ｨｹｨｺ06 05ｨｨ09ｨｰｨ ｨｪｨｨ ｨ ｨｴ02ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ0609; 04ｨ ｨC 0ｨ , ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｰ06 09ｨｰ0806ｨｺｨ 04ｨ ｨ (ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｨ09ｨ ｨｪｨｨｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ). 06ｨ ｨｺ0302, ｨ 0204 ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰ02ｨｦ, 04ｨ ｨC ｨ 07 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ ﾂｨｺ02 04ｨ ｨ (09ｨｬ. ｨｪｨｨ0302); ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07 04ｨ ｨ ｨC 0506ｨ ｨ 07 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07, ｨｨｨｬ0206ｨｴｨ <09ｨｰ0806ｨｺｨ 04ｨ ｨ > 04ｨｪｨ ﾂ02ｨｪｨｨ02 04ｨ ｨｨ ｨｺｨ ｨ ｨ 060ｨｪ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｬ04 09 ﾂｨｨｨｰｨ 02ｨｬ ｨｮ06 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ06 05ｨｰ ｨ ｨ 07060ｨ - ﾂ02ｨｦ 04ｨ ｨ, ｨ ｨｮ06ｨｴｨｨ02 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 05ｨｰ ｨ ｨ 09 05ｨｰ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｬ ｨｨ09ｨ 02ｨｬ ｨｰ 09ｨｮ03002ｨｪｨｨｨｦ; ﾂｨｺｨ 04ｨ ｨ ｨC ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ, ｨｪｨ ﾂｨｨｨｪｨ ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 05ｨｰ ｨ ｨ ｨｨ 04ｨ ｨｺｨ ｨｪ ﾂｨｨ09ｨ ｨｪｨｨｨｬ 05ｨｨ09ｨｰｨ ｨｪｨｨ02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨ ｨ. 0605ｨｨ, ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ, ｨC 06ｨｰ 060ｨｪ06ｨｦ 0- ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 0ｨ ｨｪｨｪ ｨ ｨ ｨｮ06ｨｴ02ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ. 0308ｨｨｨｬ0208: ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ (q,0), (q,), (q2,0), (q,2), ｨｦ ｨｬ02ｨｪｨｰ 07ｨ 0804 ｨC 09ｨｰ0806ｨｺｨ 04ｨ ｨ, ｨ 09ｨｰ060806ｨｦ ｨC ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨｨｨｰ ﾂｨｺｨｨ ｨC (q,0), (q,), (q,2) ｨｨ (q2,0); 06ｨ 08ｨ 04 04ｨ ｨ ｨC ｨｪ02ｨｮ ﾂ02ｨｪｨｪ0402 ｨｪｨ ｨ ｨｴｨｨ ｨ ｨｰ0208ｨｬ0609 (ｨ ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609). 02ｨ 08ｨ ｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨ ｨｪｨｨｨｨ ｨｰ09ｨ 04ｨ ｨｰ07 06ｨ 08ｨ ｨｨｨｰ ｨｰ0208ｨｬ04 04ｨ ｨ, 06ｨｪｨｨ 08ｨ ｨｰ ﾂｨ 09ｨｰ ﾂ020904ｨｬ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬ ｨｪｨ ｨｺｨ ｨｰ ｨｨｨｨ (0609ｨｪ0609ｨｪ0402 ｨｨ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ0402, ｨｺ ｨｪｨｨｨｬ 06ｨｰｨｪ060907ｨｰ0907 ｨｪ02 ｨｰ0605ｨｹｨｺ ｨ ｨｰ ｨｺｨ 04ｨ , ｨｨ, , ﾂｨ 09ｨｰｨｨ0204, ｨ 08ｨｰｨｨｨｺ05ｨｨ ｨｨ ｨｬ ｨｬ02ｨｰｨｨ07, ｨｪ06 ｨｨ ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07 ｨｨ ｨｪｨ 0802 ﾂｨｨ07). 06ｨ ｨｺ, 04ｨ <ｨｬ0403ｨｹ ｨｨ ｨｺ06ｨｰ> ｨｨ <ｨｬ0403ｨｹ ｨｺ06ｨｰ> 08ｨ 0405ｨｨ ﾂｨｪ ｨｪｨ ｨｺ ｨｨ ｨｪ02ｨｪｨｨｨｨ ｨｰ09ｨ 04ｨ ｨ 002ｨｪｨｨ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 09 ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｺ06000ｨ 0209ｨｰｨｹ ｨ 002ｨｪｨｨ02 006ｨｰ07 ｨ ｨｪ ｨｨ04 ｨｪ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02, <ｨｺ06ｨｰ ｨｨ > ｨｨ <ｨｺｨｨｨｰ ｨｨ ｨｪ> 09 ﾂｨｨｨｰｨ 06ｨｰ0907 ｨｪ ｨｺｨ 06ｨｴｨｨｨｬｨｨ0907 (06ｨ ｨｴ0202 ｨｮ ｨｪｨｨ0 ｨｰ0605ｨｹｨｺ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ0602 ｨｨ), ｨｰ06000ｨ ｨｺｨ ｨｺ ﾂ02ｨｪｨｨ02 <ｨｺ06ｨｰ ｨｨ > ｨｨ <ｨｺ06ｨｰ ｨｨ ｨｪ> 08ｨ 09ｨｪ06 009ｨｮｨｬ ｨｰ0208ｨｬｨ ｨｬ, 060ｨｨｨｪ ｨｨ04 ｨｺ06ｨｰ ｨC ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ0602 ｨｨ ｨ 0ｨ 06ｨｴｨｨｨｬｨｨ 09 ﾂｨｨｨｰｨ 06ｨｰ ｨ 04ｨｪ ｨｬ04 060ｨｪ ｨ ｨｨ 0ｨ ｨ, 09ｨｰｨ ｨｪ060907ｨｴｨｨ ｨｰｨ ｨｺｨｨｨｬｨｨ 0708ｨｨ 04ｨ ｨｬ02ｨｪ02 09 ｨｪ ｨ 08ｨｪ06ｨｬ ｨｪ ｨｨｨｬ090605ｨ. 0ｨ 0708ｨｨｨｬ0208, 05ｨｪ02ｨｨｨｺ050607ｨｮ0ｨｨ02ｨｦ ｨｨ 05ｨｪ02ｨｨｨｺ ｨｨ ｨ 0ｨ 06ｨｰ, ｨ ｨｺ06ｨｰ ｨｨ ｨｺｨｨｨｰ ｨC ｨｪ02ｨｰ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 06ｨ ｨ ｨ 08ｨｪ ｨ ｨｺ06ｨｪ0202, (06 ﾂ02ｨｪｨｹ 0607ｨｰｨｨｨｬｨｨ09ｨｰｨｨ ﾂｨｪ06) 09 ﾂｨｨｨｰｨ 02ｨｰ0907, ﾂｨｰ ｨ ｨｨｨｰ0205ｨｨ 09 04ｨ ｨｰｨ ｨｪ04 ｨ ｨｨｨ 06ｨｺ (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｪ02ｨｰ 08ｨ ｨ ｨｪｨｪ ), ﾂｨｰ06 ﾂｨｨ ﾂｨ ｨｰ06ｨｺ ｨｪ02 ｨ ｨｪ06ｨｦ ｨｹ040609ｨ ｨｪｨｪｨ 07 ｨｪｨ ｨｬｨｨ ｨ 08ｨｪｨ ｨｺｨ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 05ｨ 09ｨｹ ｨ 0807ｨｬｨｨ 08ｨｮ0909ｨｺ (ｨｨ ｨ ｨｪ0005ｨｨｨｦ09ｨｺ060006) ｨｺｨ ｨｪ ｨｨ04ｨｪｨ ｨｪｨｨ ｨｪ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ ｨｨｨｪｨ ｨｺ060904ｨｬｨｨ, ｨｨ 06ｨ ｨ ｨ ｨC ｨ 08ｨｪ ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06 05ｨｰ06ｨｰ ｨｺ ｨｰ09ｨｮ 04ｨ ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｪ [, 5, 6], ｨ 08ｨ 0406ｨｬ 04ｨ ｨ ｨ 0405ｨ ｨｺ0502ｨｦｨｺｨ 03 (04ｨ ｨ ｨｪｨｪ04ｨｬｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨ07ｨｬｨｨ ｨｨ ｨ 0205ｨ ｨｬｨｨ); ｨｨ ｨｪｨ 05ｨｰｨｨ0 09ｨｺ0502ｨｦｨｺｨ 0 06ｨｰ0409ｨｺｨｨ09ｨ 05ｨｨ09ｨｹ ｨｪ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, 0706 ｨｺ06ｨｰ060804ｨｬ ｨｪ ｨｹ, ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 05ｨｨ 06ｨｪｨｨ ｨｺ09ｨｨ07ｨｬ ｨｨ05ｨｨ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ04ｨｬ ｨ ｨｬ 09 ｨｨ090060ｨｪ040 04ｨ ｨ 0, ｨｨ ｨｨ 006ｨｰ07 ｨ ｨｪｨ ｨｨ04 05ｨｰｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰ02ｨｦ ｨｪ ｨｰ0902ｨｰ09ｨｰ090609ｨ 05ｨ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ06ｨｬｨｮ ｨｮ (000502ｨｺ09ｨｨｨｨ), 04ｨ ｨｨ04ｨｪｨ 09ｨ 05ｨｨ09ｨｹ ｨｪ04ｨｬｨｨ ｨ ｨｪｨｪ0402 0ｨ ｨ ｨ ｨｪｨｪ040, 09 ｨｺ06ｨｰ060804ｨｬ ｨｬ04 08ｨ ｨ 06ｨｰｨ 05ｨｨ, ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｨ ｨｪｨ ｨ ｨｪｨｨ02 ｨ 0405ｨｨ ｨｰｨ ｨｪ ｨ 0608ｨｺｨ ｨｨ04 ｨｰｨ ｨｺ ｨｪｨ ｨ 0608ｨ 04ｨ ｨｪ ｨｨ ｨｪ04ｨｦ ｨｪｨ ｨ ｨ 060ｨｨｨｪ 002ｨｪｨｹ ｨｪｨ ｨ ｨｺ0506 ﾂ02ｨｪ04 ｨｰ0605ｨｹｨｺ ｨｹ040609ｨ ｨｰ0205ｨｨ, 0708ｨｨｨｪ070903ｨｨ02 ｨｺｨｮｨｺｨｨ ｨｮ080609ｨｪ0209ｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｰｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 0708ｨｨ ｨｪｨ ｨｪｨ 08ｨｨ ｨｹ ｨｪｨｨｨｦ ｨｮ ｨｪｨｹ ｨC ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｹ040609ｨ ｨｰ020507; ｨｮ06ｨｴｨｨｨｦ ｨｮ ｨｪｨｹ ｨC 0607ｨｨ09ｨ ｨｪｨｨ02 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ: 09ｨｰ0806ｨｺｨ 04ｨ ｨ (=04ｨ ), ｨｬ ｨ ﾂｨｨ 04ｨ ｨ, ﾂｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609; ｨｪｨｨ03ｨｪｨｨｨｦ ｨｮ ｨｪｨｹ ｨC 0607ｨｨ09ｨ ｨｪｨｨ02 ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 (00006ｨｺｨｮｨｬ02ｨｪｨｰｨ 03): 0202 ｨ ｨｨ, ｨｨ ｨ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨ05 ｨｪｨ 05ｨｰｨｮ 09ｨｰ08ｨ ｨｪｨｨ02ｨｮ ｨC ｨｬ07 ｨｺ05ｨｨｨｺｨ. < UID > <04ｨ > <090802ｨｬ07> <ｨｪｨ ｨｦ002ｨｪ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609> <ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609> <URL-> [090802ｨｬ07 ｨｺ05ｨｨｨｺｨ ] ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ <URL-n> [090802ｨｬ07 ｨｺ05ｨｨｨｺｨ ] <04ｨ > <090802ｨｬ07> <ｨｪｨ ｨｦ002ｨｪ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609> <ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609> <URL2-> [090802ｨｬ07 ｨｺ05ｨｨｨｺｨ ] ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ 04ｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪ002ｨｺ09ｨ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ07 04ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨｮ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ ｨ 09ｨ 0709ｨｹ 09 ｨｰ06, ｨｺｨ ｨｺ ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ (06ｨ 05ｨｰ06ｨｬ ｨｨ09ｨ ｨｪｨｨｨｨ ｨｬ02ｨｰ060ｨ ), ｨｬ ｨｮ09ｨｺｨ 02ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ , 07060ｨ ｨｪｨｪ ｨｹ040609ｨ ｨｰ020502ｨｬ 09 ｨｰ02 ﾂ02ｨｪｨｨ02 060ｨｪ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ: () ｨｪ02 06ｨｰ 060ｨｪ ｨｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609; (2) 06ｨｰ 060ｨｪ (05ｨｨｨｪ02ｨｦｨｪ04ｨｦ ｨｨ 0902ｨｰ0907ｨｴｨｨｨｦ0907); (3) ｨ ﾂ02ｨｬ 06ｨｰ 060ｨｪ (ｨｺ06ｨｪ ｨｪｨｰｨｪ04ｨｦ) ｨｰ06ｨｬｨｮ, ﾂｨｰ06 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ 09ｨｪ ｨ 04ｨｮｨｬｨｪ04003 ｨｺ08ｨｨｨｰ0208ｨｨ0209 ｨｨ ｨ ｨｪｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, ｨｪｨ 060ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ, 0708ｨｨ 08ｨ 04ｨｪ040, ｨｪ06 08ｨ 09ｨｪ06 ｨｬ06ｨｰｨｨ09ｨｨ080609ｨ ｨｪｨｪ040 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨ 0 ｨｬ02ｨｰ060ｨ, ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｪ04 08ｨ 04ｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ (ｨｪｨ 0708., 06ｨ ｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 08ｨｨ09. 3 ｨｪ02ｨ ｨｪ04) , ｨｺｨ 09ｨ 06ｨｴｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ: (a) ｨｺｨ 03006ｨｦ ｨｨ04 ｨｪｨ 09ｨｰ080602ｨｺ ｨｬ02ｨｰ060ｨ : ｨｺｨ ｨｺ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨｰ090502ｨｪｨｨ07 ｨｨ 09ｨｺ0502ｨｦｨｺｨｨ ﾂ02ｨｺ? 08ｨ ｨｺ0609ｨ ｨｨ0 005ｨｨｨｪｨ? 08ｨ ｨｺ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨ ｨｪｨｪ0402 ｨｨ ｨ ｨｪ ｨｪｨｪ ﾂｨｺｨｨ? (b) ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 ｨｨ 0708ｨｨ ｨｺｨ ｨｺｨｨ0 ｨｮ ｨｨ070 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ ｨｬ02ｨｪｨｪ ｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ ｨｨ 08ｨ 04ｨｪ040 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨ 0 ｨｬ02ｨｰ060ｨ, ｨｪ04 (ｨｨ 09 ｨｺｨ ｨｺ06ｨｬ 09ｨｬ )? 0308ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ06 ｨｰ08ｨｨ ｨｨ09ｨ ｨｪｨｨｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ: <09ｨｰ0806ｨｺｨ 04ｨ ｨ >, <090802ｨｬ07> (ｨｺｨ ｨｺ ｨｬ02ｨｪ- 29

30 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 05ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ (ｨ ) 0902ｨｰ090502ｨｪｨｨ02 ｨｺ06ｨｰ ｨ ｨｦ ｨｺ06ｨｰ ｨ ｨｦ ｨｺ06ｨｰ ﾂ0208ｨｪ04ｨｦ ｨｺ06ｨｰ ｨｺ06ｨｰ ﾂ0208ｨｪ04ｨｦ ｨｺ06ｨｰ ｨｨｨｦ ｨｺ06ｨｰ ｨｨｨｦ ｨｺ06ｨｰ (ｨ ) ｨ ｨｰ0205ｨｹｨｪｨ 07 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 ｨｺ06ｨｰ ｨ ｨｦ ｨｺ06ｨｰ ﾂ0208ｨｪ04ｨｦ ｨｺ06ｨｰ ｨｨｨｦ ｨｺ06ｨｰ 04ｨｨ ｨｰ090502ｨｪｨｨ02 ｨｺｨ ｨｺ ｨｪｨ 07 ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨ ｨ ｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪｨ 07 ｨｮ ﾂ02ｨｪｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ), <ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609> (0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨC ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｪｨｨ07 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ ｨｺｨ ｨ ｨ 06ｨｰ 0009ｨ ｨｬ ｨｨ ｨｰ09ｨｮ06ｨｴｨｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｰｨ 05ｨｹｨｪ040 04ｨ ). 05ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 04ｨ 0ｨ 06ｨｰ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 09ｨｨ0ｨ q t = f(q t<t ) ｨｨ q t = f(q t<t. q t2<t ), q t ｨC ｨｰ06 09ｨｰ0806ｨｺｨ 04ｨ ｨ, 07060ｨ ｨｪｨｪｨ t-ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ (090802ｨｬ ｨｺ060906ｨｦ 03ｨｺｨ 0502) ｨｨ ｨ 02ｨｨｨｦ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ 00ｨｪｨ ｨｨ09ｨｪ06-09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨｪ07ｨｰｨｨ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ: ｨｨ 06ｨ 08ｨ 04 04ｨ 09ｨｨ09ｨｨｨｬ ｨ ｨ ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ04ｨｬ 07060ｨｬｨｪ ｨｰ0906ｨｬ ｨｴ ( ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨC 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 06ｨ 08ｨ ｨｴ02ｨｦ 07ｨ 0804), 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｦ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ02ｨｦ ｨｴ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｨ 06ｨ 08ｨ 04 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨｨｺ06ｨｬ ｨｨｨｰ ｨ 02 06ｨ 08ｨ ｨｴ020006, ｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｦ 09 ﾂｨｨｨｰｨ 02ｨｰ0907 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ02ｨｦ ｨｴ ｨｨ ｨｰ06ｨｬ, ﾂｨｰ06 09ｨｪ ｨｪｨｨ ｨｰｨ 06ｨｰ ｨｨ09ｨｰｨｨｨｪｨｪ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ07 ｨｺｨ ｨｺ 04ｨ ｨｬ02ｨｪｨ ｨｰ0208ｨｬｨｨｨｪｨ ｨ ｨ ｨｴｨｨｨｬ (ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｬ) ｨｰ0208ｨｬｨｨｨｪ06ｨｬ, ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0203 ｨ ｨｪｨ ｨｨ 05ｨｰｨｨ ｨ 02ｨｨｨｦ ｨｰｨ ｨｺ ｨｰｨ ｨｰ ｨｨｨｪｨｰ ｨ 02ｨｪｨｪ06 ｨｨｨｪｨｰ ｨｪ ｨ 09ｨｪｨｨｨｰｨｹ, ｨｺｨ ｨｺ ﾂｨ 09ｨｰ06 ｨｺｨ 030ｨ 07 ｨｨ04 05ｨｰｨｨ ｨ 02ｨｨｨｦ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰ0907ｨｴ02ｨｬ0907 ｨｨ 09 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ ｨｪ ｨｨ0ｨ ｨｰｨｹ, ﾂｨｰ ｨｰ0907ｨｴｨｨｨｦ ｨｨ09ｨｺ ｨ ﾂｨ ｨｴ02 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ06 ｨC 006ｨｮｨｰ06 ﾂｨｪ ｨｺｨ 03006ｨｦ ｨｨ ｨｰ0902ｨｦ ｨｨ090060ｨｪ04ｨｦ 04ｨ ｨｹ04ｨｮ02ｨｬ0402 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ , ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ 009ｨ ｨｺ05ｨ 0909ｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ ｨ : 6ｦ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 060ｨｪ ｨｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609; 6ｦ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0908ｨ 04ｨｮ 06ｨｰ 07ｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609 (000905ｨｨ07ｨｪｨｨ0203) ｨ 06ｨｨ0 0905ｨｮ ﾂｨ 070, ｨｰ0902ｨｪｨｪｨｨｨｺｨｨ ｨC ｨｬ ｨｪ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ06 04ｨ , ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ09ｨｮ06ｨｴｨｨ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬｨｮ 04ｨ ｨｮ. 0206ｨ ｨ ｨｪｨｨ02ｨｬ 05ｨｰｨｨ0 009ｨｮ0 09ｨｰ020702ｨｪ02ｨｦ ｨ (ｨｪ02 ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ090609ｨ ｨｪｨｨ02 ｨｨ ｨｬ0603ｨｪ0609ｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｪ02 06ｨｰ 060ｨｪ060006, ｨ 060ｨｪ ｨｬ02ｨｪｨｪ06 06ｨｰ 07ｨ ｨ ) ｨｬ04 ｨｨ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｬ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ02 ｨ 0605ｨｹ ﾂｨｨ0905ｨ ｨｴｨｨ0 04ｨ ( ｨｴｨｨ0 n-06ｨｺ03), ｨｺ06000ｨ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｰ ｨｨｨｪ06 ｨ ｨｮ0 0902ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ, ｨｺ06ｨｰ ｨｰ ｨｺｨ ｨｺ ｨｰｨｨ, 06ｨｪ ｨｪ ｨ 0405 ｨ 04 ｨｺｨ ｨｺ-ｨｰ ｨ 05ｨｨ ｨ ｨｰｨｹ, 0709ｨｨ00600ｨｨ04ｨｨ ｨｨ ﾂ0209ｨｺｨｨ ｨｪ0206ｨ 0609ｨｪ0609ｨ ｨｪｨｪ ｨｺｨ ｨ ｨ ｨｬ04 00ｨｨｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ (ｨｰｨ ｨ 05. 2). 0906ｨ 06ｨｦ ｨｨ ｨｨ04ｨｪｨ ｨｺ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｰｨ ｨｰ0907, ｨｰ0605ｨｹｨｺ ｨｨ ｨｪ02 07ｨｮ09ｨｰ ﾂ02ｨｪｨｨ02 06ｨ 08ｨ 04ｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｪｨ ｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨ 06ｨ 08ｨ 04ｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｪｨ ｨｹ ｨｴ ｨｮ ﾂｨ 02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 07ｨ ｨｴｨｨ0, 06ｨ 08ｨ 04 07ｨ 0804 ｨC 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 06ｨ 08ｨ ｨｴｨｨ ｨ 08ｨｮ 04ｨ ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ* 06ｨ ｨ 05ｨｨ02ｨ 2 05ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 060ｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ (a) 09ｨ ｨｬ ｨｨ ｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ﾂ02ｨｪｨｨ02 (, 2) ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｴｨｨ0 ｨｨｨｬ0206ｨｰ 060ｨｨｨｪｨ ｨｺ ﾂｨｨ0905ｨｮ ｨｰ0208ｨｬ0609 ｨｪ0207ｨｮ09ｨｰ ﾂ02ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ04ｨｬ, ｨｰ06 06ｨｪｨｨ ｨｬｨ 08ｨｺｨｨ08ｨｮ06ｨｰ ｨ 0ｨ 02ｨｨ07ｨｬｨｨ ｨｰｨｨ03 ( ｨC 09ｨ ｨｬｨ ｨ 07 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｴ020006, 2 ｨC ｨｮ06ｨｴｨ 07 ｨｨ ｨｰ. 0.) (b) ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｪ0609ｨｰｨｹ (@) (c) ｨｪ ｨｺ0804ｨｰｨｨ ｨｴ ｨ 09ｨｨ09ｨｨｨｬ04ｨｬ (#) (d) ｨｪ ｨｺ0804ｨｰｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ ｨｴｨｨｨｬ ( ) 05ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 009ｨｮ ｨｰ0902ｨｪｨｪｨｨｨｺ0609 (a2) ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ﾂ02ｨｪｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｴｨｨ0 (7, 8 ｨC ｨ 09ｨｪ ｨｨ0 07ｨ ｨｴｨｨ0, 9 ｨC ｨｮ06ｨｴｨ ｨｰｨｨ) (b2) ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｪ0609ｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｴ02ｨｦ 07ｨ 0804 (c2) ｨｪ ｨｺ0804ｨｰｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｬ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02ｨｬ ｨｴ02ｨｦ 07ｨ 0804 (+) (d2) ｨｪ ｨｺ0804ｨｰｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02ｨｬ ｨｴ02ｨｦ 07ｨ 0804 (*) (e2) ｨ 002ｨｪｨｨ02 06ｨ 08ｨ 04ｨ 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 06ｨ 08ｨ ﾂ0502ｨｪ ｨｴ02ｨｦ 07ｨ 0804 (ｨｰ ｨｪ ｨｬ02ｨｪｨｪ06 (c2) ｨｨ (d2)) * 09 09ｨｺ06ｨ ｨｺｨ 0 0ｨ ｨｪ04 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｬ02, ｨｨ ｨｹ04ｨｮ02ｨｬ06ｨｦ 0708ｨｨ 08ｨ ﾂｨ ｨｰｨｺ02 ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｬｨ 09ｨｺ ｯｨｨ08ｨｮ06ｨｰ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ D. 0ｨ 0708ｨｨｨｬ0208, ｨｨ 04ｨ q i 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ q j ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ k ｨｨ m, ｨｰ06 d ij = Mask k Mask m ｨｨ05ｨｮ ｨｰ060006, ﾂｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ｨ ｨ ｨｰ0907 ｨｺｨ ｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｦ 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 05ｨｰ ｨ ｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ, ｨｬｨ ｨｰ08ｨｨ02ｨ D 0708ｨｨ ｨｮ ﾂ02ｨｪｨｨｨｨ 04ｨ ｨｨ ｨｬ 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07ｨｬ ｨC ｨｰ0802ｨｮ000605ｨｹｨｪｨ ｨｨ05ｨｮ ｨｰ060006, ﾂｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｰ ｨｰ ｨｪ ｨｰ09ｨｮ06ｨｴ ( ｨｦ 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨ ｨ ) ｨｪｨｨ ｨｬ02ｨｪｨｪｨｮ ｨｨ ｨ 06ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 04ｨ ｨ -ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｴｨｨ02, 0009ｨ ｨｬ04ｨｬ ｨｨｨｬ ｨｰ0902ｨｪｨｪｨｨｨｺ06ｨｬ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0506ｨ 06ｨｦ ｨｨ04 04ｨ , ｨｰ09ｨｮ06ｨｴｨｨ0 05ｨｰ06ｨｦ 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ. 05ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 07ｨ 0804 ｨｬｨ 08ｨｺｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ ｨｨ 09ｨｺ05ｨ 0 07ｨ 0804 ｨ 0405 ｨ 0605ｨｹ0302 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｺ05ｨ 0ｨ 0506ｨ ｨｰ00205ｨｹｨｪ ｨ ｨ (a). 02ｨ , ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｪ0609ｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ ｨｨ ｨｴ ｨｪ02 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪｨｮ ｨｦ ( ｨ 0ｨ 06ｨｴｨｨ02 04ｨ ), ｨｰ ｨｮ ﾂｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 05ｨｰ ｨｬ0603ｨｪ06 ｨC 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 06ｨ 08ｨ ｨ ｨｴｨｨ0 04ｨ ｨ 0ｨ 02ｨｰ 09 06ｨ 08ｨ 0406ｨｬ 04ｨ 09ｨｨ09ｨｨｨｬ (0ｨｮｨ 05ｨｨｨｺｨ ｨｰ04 ｨｰ0208ｨｬ ｨ 08ｨ 04ｨ 0 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907). 0ｨ 0708ｨｨｨｬ0208, ｨｴｨ 07 07ｨ 08ｨ {ABC, BCD}, 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｦ ｨC ABCD. 07 ﾂｨｨｨｰ0409ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨｬ04 ｨ ｨｮ002ｨｬ ｨｰｨｹ 05ｨｰｨｮ 09ｨｨｨｰｨｮｨ 02ｨｨ ｨ 04ｨｪ0609ｨｰｨｨ ｨｰ00205ｨｹｨｪ04ｨｦ ｨｺ05ｨ 0909 (e2). 30

31 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｰｨｹ03 ｨC ｨｨ04ｨｬ020802ｨｪｨｪ ｨ 04ｨｰｨｨ070 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｮ ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｬ02ｨｪｨｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ07ｨｬｨｨ: ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 06ｨｰ 060ｨｪ ｨ ｨ 05ｨｰ06 08ｨ 0909ｨｰ0607ｨｪｨｨ02 06ｨｰ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ ｨｴ ｨ ｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｦ 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ060006, ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 06ｨｰ 07ｨ ｨｰ06 09ｨｮｨｬｨｬｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 06ｨｰ ｨ 05ｨｨ03ｨ ｨｦ03ｨｨ0 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ 04ｨ ｨｰ06ｨｦ 07ｨ ｨ 04ｨｰｨｨ02ｨｬ ｨｬ0603ｨｪ06 ｨ ｨ ﾂｨｨｨｰｨ ｨｰｨｹ ｨｨ 09ｨｬ02ｨｪｨｮ ｨｰ02ｨｺｨｮｨｴ ｨ ｨ, ｨｨ 0506ｨ ｨｮ06 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｪ0606 ｨｰ08ｨ ｨｺｨｰ0609ｨｺｨｮ. 0306ｨｪ07ｨｰｨｪ06, 0708ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨ ｨｰ09ｨｰ0607ｨｰ 06ｨｰ 0ｨ ｨｪｨｪ ｨｪｨ 08ｨ 04ｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ ｨｨ ｨ ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 07ｨ 0804 (ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ0907 ｨｨ0 09ｨｺ0502ｨｦｨｺ06ｨｦ), ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｴｨｨ0 07ｨ 08 ｨｬ0600ｨｮｨｰ ｨｨｨｬ02ｨｰｨｹ 060ｨｨｨｪｨ ｨｺ ｨ 0909ｨｰ0607ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ060006, ｨｪｨ 0708ｨｨｨｬ0208, ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ q, q 2, q 3, q 4, q 0 07ｨ 08ｨ (q, q 4 ) 09ｨｰ0605ｨｹ 0302 ｨ 05ｨｨ04ｨｺｨ ｨｺ q 0, ｨｺｨ ｨｺ ｨｨ 07ｨ 08ｨ (q 2, q 3 ) ｨ ｨｬ02ｨｰ060ｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｪｨ ﾂｨ 05ｨ ｨｨ04 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07 ｨｨ09ｨｺ0506 ﾂｨ 06ｨｰ ｨｹ040609ｨ ｨｰ0205ｨｨ, ｨ 0903ｨｨ ｨｨ03ｨｺ06ｨｬ ｨｬｨｪ ｨ ｨｮ0ｨ 0502ｨｪｨｨ ｨ 06ｨｰ0609, ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ ｨｺｨ ｨｰｨ ｨｹ040609ｨ ｨｰ ｨｬ02ｨｪｨｰｨｨ08ｨｮ06ｨｰ0907 ｨｪｨ ｨｬ02ｨｪｨｪ ｨｨｨｨ. 02ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｰ0907 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 09ｨｪｨｮｨｰ08ｨｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ. 04ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｨｨｨ, ｨｪ ｨ ｨｴｨｨ ｨｰ ｨ ｨ ｨｪｨｪ ﾂ02ｨｺ 04ｨ ｨｰ080602ｨｪｨｨ02 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｺｨ ｨ ｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｪ0706ｨｰ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 06ｨｰ ｨｺｨ ｨｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609 (ｨｨ 07ｨ ｨｰ0902ｨｪｨｪｨｨｨｺ0609) ｨｮ05ｨｹｨｰｨ ｨｰ02, 060ｨｨｨｪ 04ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 04ｨ , 08ｨ 09ｨｪ06 ｨｺｨ ｨｺ ｨｨ 06ｨ 05ｨ 0ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨｨｬｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬｨｨ 06ｨｰ 060ｨｪ ｨ ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 00ｨｨｨｺ09ｨｨ08ｨｮ06ｨｰ ｨｪ06ｨｦ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ D, d ij ｨC 0ｨｨ04ｨｲ06ｨｪｨｺ02ｨｨ07 ｨｬｨ 0906ｨｺ ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ i ｨ ｨ 06ｨｰ j ｨ 0708ｨｨｨｬ0208, ｨｨ d ij & Mask 2 = Mask 2, ｨｰ06 i-ｨｦ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ j-0006 ｨｺｨ ｨｺ 06ｨｰ ﾂ0502ｨｪｨ 07ｨ 0804 (j, j ｯ). 08ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ. 00ｨ ｨｰ08ｨｨ02ｨ D ｨｰ080602ｨｪｨ ｨ 07ｨ 0906ｨｬ00 ｨC ｨｪ06ｨｦ 09ｨｰ0806ｨｺ02 ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ () 04ｨ ｨｬ06 ｨｰ0802ｨ ｨｮ06ｨｰ0907 ｨｪ ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ; (2) 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｬ060302ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨｨ ｨ 04ｨｮ ｨｨ (3) ｨｬ0603ｨｪ04 08ｨ 04ｨｪ ｨｨ004 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ02 08ｨ 04ｨｪ ｨｪｨ ｨ ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｰ02 05ｨｰ060006, 05ｨｮ ﾂ03ｨｨｨｦ ｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ ｨC 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 06ｨｴｨｨ0 0708ｨ 09ｨｨ05, 0607ｨｨ090409ｨ 06ｨｴｨｨ ｨｬ02 00ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｨｨｪｨｰ ｨｮ06ｨｴｨｨｨｦ 09ｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨｨｨ. 0604ｨｮ ﾂ02ｨｪｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ ｨｦ ｨｪｨ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ. 06ｨｰ06ｨｰ 03ｨ ｨｰ06ｨｨｨｰ 09 ｨｨ04ｨｮ ﾂ02ｨｪｨｨｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08, 09ｨｺ0506- ﾂｨ 06ｨｴｨｨ0 ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨ 09ｨｨ09ｨｨｨｬ040 04ｨ ｨC 05ｨｨｨｪ02ｨｦｨｪ ﾂ02ｨｺ, 0902ｨｰ090502ｨｪｨｨｨｦ ｨｨ 0905ｨｨ07ｨｪｨｨ ﾂ02ｨｺ. 0604ｨｮ ﾂ02ｨｪｨｨ02 ｨｰｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨ 04ｨｪ040 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ ｨｨｨｬｨｨｨｰｨｨ ｨｹ ｨｬ ｨｪ0705ｨｨ, ｨｺｨ ｨｺ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ06ｨｰ0907 (00609ｨｰｨｮ07ｨｪ0402 ｨｪｨ 0302ｨｬｨｮ ｨｪｨ ｨ ｨｪｨｨ06) ｨ ｨｰ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 09 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ02, 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ ｨｨ 0708ｨｨ 09ｨｺ0502ｨｦｨｺ ｨｨ09ｨｺ ﾂ02ｨｺ. 9. 0ｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨｮ ﾂ02ｨｰ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 00ｨ ｨｰ08ｨｨ02ｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ040 04ｨ , ｨｴｨｨ ｨｪｨｮ ｨｬ02ｨｪｨｪｨｮ ｨｨ06, 09ｨｰ0806ｨｨｨｰ ｨｬ02ｨｪｨｪ06ｨｬｨｮ 08070ｨｮ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ, ｨｴｨｨ ｨｰｨｮ ｨｨ06. 08ｨ ｨｺ 05ｨｰ ｨ 02ｨｰ0907?. 08ｨ ｨｺｨｨ02 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｺｨ ｨ ｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨｬ ｨｬ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｦ [0-09ｨｰ08ｨ ｨｪｨｨ ﾂｨｪ06ｨｦ] ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 06ｨｰ 09ｨ ｨｬ06ｨｦ ｨｪ02ｨｦ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 0506ｨ ｨ ｨｪ ｨ ｨｪｨｪ ｨ ｨ. 0308ｨｨｨｬ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ (ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 09 ｨｪ02ｨｬ 04ｨ 0ｨ ｨｪ04 07ｨ 0806ｨｦ <04ｨ , 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609>): (q, 0) (q 2, 0) (q, ) (q 3, 0) (q 2, 0) (q 2, ) (q, 0) ｨｪｨｨ07 0-ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ 04ｨ ｨｪ04 03ｨｨ08ｨｪ04ｨｬ, 0506ｨ ｨｮ06ｨｴｨｨ02 ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｨ 04ｨ ｨ q i ｨｪｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 05ｨｰ ｨ ｨ ｨｮ0302 ｨｪ02 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ ｨｮ q ｨｰ09ｨｮ02ｨｰ q, 04ｨ ｨｮ q 3 ｨCq (ｨｺｨ ｨｺ 09ｨ ｨｬ04ｨｦ ｨｨｨｦ) ｨｨ q ｨｰ080602ｨｪｨｨ06, 0008ｨ 00 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ ｨｪ ｨｨｨｰ 02ｨｨｨｺ ｨｮ ｨｰ09ｨｨ02 05ｨｰ ｨ ｨC ｨｰ06, ﾂｨｰ06 ｨｬ04 ｨｨ00ｨｪ0608ｨｨ08ｨｮ02ｨｬ ｨｰ0608ｨｪ ｨｪｨｨ07 04ｨ ｨ ( ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ), ｨｺ06ｨｰ ｨｪｨ ｨ 0608 ｨｨ ｨｺ ｨｴｨｨ ｨｰ0902ｨｪｨｪｨｨｨｺ ｨｺｨ 03ｨｮｨｰ0907 ｨｮ0302 ｨｨｨｪ04ｨｬｨｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 ｨｨｨｪ04ｨｬｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨ ｨｺｨｨ02 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 04ｨ ｨ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｰ ｨｰ0907 ｨｪ02 ｨｬ02030ｨｮ 09ｨ ｨｬｨｨｨｬｨｨ 09ｨｰ0806ｨｺｨ ｨｬｨｨ 04ｨ , ｨ ｨｬ02030ｨｮ ｨｨ0 06ｨ 08ｨ 04ｨ ｨｬｨｨ ｨC 09ｨｬ ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 00ｨ ｨｰ08ｨｨ02ｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ D ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨｺｨ ｨ ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｨ05ｨｨ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｪ06ｨｦ 09ｨｰ0806ｨｺ02 ｨｬｨ ｨｰ08ｨｨ0204 D ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｬ060302ｨｬ ｨｮ ﾂ0209ｨｰｨｹ ｨｰ02 ｨｨ05ｨｨ ｨｨｨｪ0402 ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (ｨｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ) ｨｨ ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｰｨｹ 0609ｨｰｨ 05ｨｹｨｪ ｨ 0708ｨｨｨｬ0208, , ﾂｨｰ06 ｨｬ ｨ 02ｨｬ, 05ｨｰ ｨｬ06ｨｰ08ｨｨｨｬ, ｨｺｨ ｨｺ ﾂｨ 09ｨｰ06 ｨ ｨｮ0ｨｮｨｰ 0909ｨｰ0802 ﾂｨ ｨｰｨｹ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｪ02 06ｨｰ ｨｰ0902ｨｪｨｪｨｨｨｺｨ 0708ｨｨ ｨｮ ﾂ02ｨｰ02 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ06 09ｨ ｨｬ ｨｰｨｺ ｨｰｨｨ07ｨ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 09ｨ ｨｬ ｨ ｨ ｨｨ 04ｨ , 09ｨｪ060907ｨｴｨｨ0 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ 09ｨｺ05ｨ 0, ｨｰ.02. ｨｨｨｬ0206ｨｴｨｨ0 ｨｪｨ ｨｨｨ 0605ｨｹ ﾂ02ｨｪｨｨ02, ｨｨ ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｪｨｨｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨ 06ｨｦ 09ｨｰ0806ｨｺ02 D 06ｨｺｨ 0302ｨｰ0907 ｨｪ02 ｨ ｨｪ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰｨ ｨｹ 03ｨ 00ｨ, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ ｨ 02ｨｰ0907 ｨｬｨ ｨｰ08ｨｨ02ｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ , ｨC 04ｨ 07ｨ 09ｨｰｨｨ09ｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬｨｨ ｨｺ (0708ｨｨ ﾂ02ｨｬ, 04ｨ ｨｬ06 09 ｨｨ04ｨ 04ｨｰｨｺ06ｨｬ ｨC 0ｨ 0502ｨｺ06 ｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｮ06ｨｴ02ｨｬ ｨ ｨｪｨ 05ｨｨ0402), ﾂｨｰ06ｨ 04 ｨｪｨ ｨｮ06ｨｴ02ｨｬ 03ｨ ﾂ0502ｨｪ07ｨｰｨｹ (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 07ｨ 08ｨ ｨｹｨｪ06) ｨｰ02 ｨｨ05ｨｨ ｨｨｨｪ ｨｨ004 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, 08ｨｮｨｺ ｨｰ09ｨｮ0709ｨｹ 08ｨ 04ｨｪ04ｨｬｨｨ 0708ｨ 09ｨｨ05ｨ ｨｬｨｨ ｨｰ06ｨｬｨｮ, ｨｪｨ 03ｨ ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ, 0706 D ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰ080602ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ 04ｨｪ040 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｰｨｨ0 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ 060ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｦ ｨｪ06ｨｦ03 ｨｬｨ ｨｰ08ｨｨ0204 D ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0908ｨ 09ｨｪ02ｨｪ04 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｨ05ｨｮ ｨｰ060006, ﾂｨｰ06 D, ｨｮ ﾂ02ｨｪｨｪｨ 07 ｨｪｨ ｨｬ 03ｨ 0002, 09ｨｺ0506 ﾂｨ 02ｨｰ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨ 07ｨ 0906ｨｬ03, 060ｨｨｨｪ ｨｨ ｨｰ06ｨｰ ｨ ﾂｨ 09ｨｰ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 060ｨｨｨｪ06 ﾂｨｪ040 (04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ a* 09ｨｬ. 09 ｨｰｨ ｨ 05. 2) ｨｨ05ｨｨ 07ｨ 08ｨｪ040 (04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ b*) ｨｨｨｰ020502ｨｦ, ｨｰ ｨｰ0806ｨｺｨ ｨｬｨ ｨｰ08ｨｨ0204 D ｨｨｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ0609 (08ｨｨ09. 4). 3

32 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 0502ｨｺ09ｨ ｨｪ008 (ｨｺ06004) # ｨ 0502ｨｺ09ｨ ｨｪ008 - ｨｨ0008ｨ (ｨｺ06004) ｨｪｨｨ02 ｨｨ0008 ｨｪｨ pc ｨｮ08ｨｪｨ 05 ｨｨ000806ｨｬｨ ｨｪｨｨ #@79 03ｨｮ08ｨｪｨ 05 ｨｨ000806ｨｬｨ ｨｪｨｨ07 ｨｺ06004 ｨｨ ｨｪｨｨ #@ 0 0 ｨｺ06004 ｨｺ ｨｨ ｨ 0502ｨｺ09ｨ ｨｪ ｨｪ0 ｨｺ08ｨｮ # ｨｪ0 ｨｺ08ｨｮ ｨｬｨ 0502ｨｪｨｹｨｺｨｨｨｦ ｨ 09ｨｰ06 3 #@ ｨｪ0 ｨｺ08ｨｮ ｨ #@2 0 0 #@ 0502ｨｪ0 ｨｺ08ｨｮ ｨ ｨｨ ｨｨ 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ04 ｨｨ090060ｨｪ040 ｨｬｨ ｨｰ08ｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 0308ｨｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨ ｨｰ0205ｨｹｨｪ06 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｪｨ ﾂｨ 05ｨ 0708ｨ 09ｨｨ05ｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, ｨ 04ｨ ｨｰ02ｨｬ (ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07-00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ) ｨC 0708ｨ 09ｨｨ05ｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ. 0ｨ ｨｬ 03ｨ ｨｨ ｨｨｨｰ ｨ ｨｪｨｮ0502ｨｪｨｨ02 ｨｰ020 ｨ ｨｨｨｰ0609 ｨｬｨ 09ｨｺｨｨ ｨｺｨ ｨｬ02ｨｪｨｰｨ, ｨｺ06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ. 09ｨｨｨｰ04, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ ｨｪ02 ｨｬ02ｨｪ0706ｨｰ ﾂｨｪ06 ｨｰｨ ｨｺ 0302, ｨ ｨｨｨｰ04, 06ｨ ｨｪｨｮ050702ｨｬ0402 ｨｪｨ 09ｨｰ060806ｨｬ 03ｨ 0002 ｨC 05ｨｰ06 ｨ ｨｨｨｰ04, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ. 0308ｨ 09ｨｨ05ｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 04ｨ 0ｨ 06ｨｰ ｨｬ02 <0906 ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｺ0609-> ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ ｭ.. <0906 ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｺ0609-N> 08ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ ﾂ ｨｪ06ｨｦ 09ｨｰ0806ｨｺ02 ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ0409ｨｺｨｨ09ｨ 06ｨｰ ｨｬ02ｨｪｨｰ04, ｨ ｨｴｨｨ02 <0906 ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｺ0609->, ｨｨ ｨｰｨ ｨｺｨｨ0 ｨｪ02ｨｰ ｨｨｨｴｨｮｨｰ ｨｬ02ｨｪｨｰ04, ｨ ｨｴｨｨ02 <0906 ﾂ02ｨｰｨ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｺ0609-2> ｨｨ ｨｰ. 0., ｨｰ ｨｺ ﾂｨｨ090502ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ 0708ｨｨ04ｨｪｨ ｨｺ ｨ 0ｨ 02ｨｰ ｨｨ0 0708ｨｨ0608ｨｨｨｰ02ｨｰｨｪ0609ｨｰｨｹ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ06, 06ｨｰ0409ｨｺｨｨ09ｨ 06ｨｰ ｨｬ02ｨｪｨｰ04 09ｨｰ0806ｨｺｨｨ, 06ｨ 05ｨ 0ｨ 06ｨｴｨｨ02 <0906 ﾂ02ｨｰｨ ｨｪｨｨ02ｨｬ 0708ｨｨ04ｨｪｨ ｨｺ0609>. 08ｨ ｨｺ ｨｰ0605ｨｹｨｺ ﾂ ｨｪ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｪｨ ｨｦ002ｨｰ ｨｰ07 ｨ ｨｨｨｪ ｨｬ02ｨｪｨｰ, ｨｨｨｬ 06ｨ 05ｨ 0ｨ 06ｨｴｨｨｨｦ, ｨｬ06ｨｰ08 09ｨｰ0806ｨｺｨｨ 04ｨ ｨ 02ｨｰ0907, ｨ 09 ｨｪ02 06ｨ 05ｨ 0ｨ 06ｨｴｨｨ0 05ｨｰｨｨｨｬ 0906 ﾂ02ｨｰｨ ｨｪｨｨ02ｨｬ ｨｬ02ｨｪｨｰｨ 0 09ｨｰ0806ｨｺｨｨ ｨ ｨｨｨｰ04, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ, 06ｨ ｨｪｨｮ050706ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ ｨｹ040609ｨ 05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨ 06ｨｴｨｨ0 0708ｨ 09ｨｨ05 ｨC ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｦ - ｨｨ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ. 0ｨｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｹｨｬｨｨ 0708ｨ 09ｨｨ05, ｨｰ080602ｨｪｨｪ040 ｨｺｨ ｨｺ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ ﾂ02ｨｰ ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｨ 009ｨｮ0 00ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ: 08ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ: (o) 0609ｨｰｨ ｨｰ0907 ｨｰ0605ｨｹｨｺ06 09ｨ ｨｬｨ ｨ 07 ｨｨ04 09ｨ ｨｬ040 09ｨｨ05ｨｹｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ; (o2) 0609ｨｰｨ ｨｰ0907 ｨｰ , ﾂｨｰ06 09 (o), ｨｪ06 ｨｰ0605ｨｹｨｺ ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ ｨ ｨｪｨｪ ｨｴ ｨ ｨ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｪ0609ｨｰｨｹ 06ｨ 08ｨ ｨ 09ｨｨ09ｨｨｨｬ ｨｨ ｨｴ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪｨ ; (o3) 0609ｨｰｨ ｨｰ0907 ｨｰ0605ｨｹｨｺ06 09ｨ ｨｬｨ ｨ 07 ｨｨ04 09ｨ ｨｬ040 09ｨｨ05ｨｹｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ- ﾂ0209ｨｺｨ 07 08ｨ 04ｨｪ0609ｨｰｨｹ ｨｴ ｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪｨ (ｨｺｨ ｨｺ (o2)); ｨｨ 0302 ｨｰｨ ｨｺ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ0409ｨｺｨｨ09ｨ 02ｨｰ ｨｮ06ｨｴｨ ｨｰｨｨ 09ｨ ｨｬｨ 07 09ｨｨ05ｨｹｨｪｨ 07-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 09 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ 08ｨ 04ｨｪ0609ｨｰｨｹ06; (o4) ｨｺｨ ｨｺ ｨｮｨｴｨｨｨｦ, ｨｪ ｨｨ ﾂ ｨｪ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ 09 04ｨ 09ｨｨ09ｨｨｨｬ0402 ｨｰｨ ｨｺｨｨ0 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｪ02ｨｰ, ｨｰ06 ｨ ｨｰ0907 (ｨｺｨ ｨｺ 09 o) 09ｨ ｨｬｨ ｨ 07 ｨｨ04 09ｨ ｨｬ040 09ｨｨ05ｨｹｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 00ｨｨ05ｨｹｨｰ08ｨ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 0506ｨ 06ｨｦ 04ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨ ｨｮ002ｨｰ 04ｨ 09ｨｨ0902ｨｰｨｹ ｨｪ02 ｨ ﾂ02ｨｬ 06ｨｰ 060ｨｪ ｨｴ ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ: (p) ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｨ00ｨｪ0608ｨｨ08ｨｮ06ｨｰ0907, ｨｰ ｨｰ080602ｨｪｨｨ06, ｨｮ05ｨｹｨｰｨ ｨｰｨｪ04ｨｦ 0008ｨ 00 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｪ02 ｨｬ060302ｨｰ ｨ ｨｰｨｹ 0905ｨｨ07ｨｪｨｨｨｦ 0706ｨｨ09ｨｺ ﾂ02ｨｺ; (p2) 0609ｨｰｨ ｨｰ0907 ｨｰ0605ｨｹｨｺ06 ｨｰ02 ｨｨ04 09ｨ ｨｬ040 09ｨｨ05ｨｹｨｪ040 (ｨｨ 060ｨｪ ｨｬ02ｨｪｨｪ06 09ｨ ｨｬ040 08ｨ 09ｨｪ ｨｨ0) 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, 09 ｨｺ06ｨｰ ｨｪｨｨｨｬ ｨｨ ｨｬ02ｨｪｨｰ ｨｴ02ｨｦ 07ｨ ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ, 0609ｨｰｨ ｨｪｨｪｨ ｨｨ -00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ. 0906ｨ 06ｨｦ 04ｨ ｨｬ060302ｨｰ 04ｨ 09ｨｨ0902ｨｰｨｹ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ07ｨｬ ｨｪ02 ｨ ﾂ02ｨｬ 06ｨｰ 060ｨｪ06ｨｦ 07ｨ ｨ 08ｨｨ ｨｨ ｨｪ 0708ｨｨｨｬ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ - ｨｨ 2-00ｨｨ05ｨｹｨｰ (o4, p2) ｨｺ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｬ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 09 08ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 06ｨｴｨｨ0 0708ｨ 09ｨｨ05 (o*, p*) ｨｺ ｨ ｨｬ 08ｨｪ002ｨｺ09ｨ (ｨｪ ｨｹｨｪｨ ｨ 0608ｨｺｨ ｨｨ 09ｨｮｨｰ06 ﾂｨｪ04ｨｦ ) 0ｨ ｨｪ04 09 ｨｰｨ ｨ ｨ 08ｨ ｨ 06ｨｰｨｺ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ: () 00ｨｨ05ｨｹｨｰ ｨｰｨ 08ｨ ｨｺ0609ｨｺｨｨ ｨｺ05ｨｨ02ｨｪｨｰ ｨ 06ｨｰ ｨｬ 09 0 ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ040 04ｨ ｨ ﾂｨ 09 (ｨｨ ｨｹ040609ｨ ｨｹ ﾂｨ ｨｺ0605ｨｹ0407ｨｴ ｨｺｨｪ06), ｨｨ 30-ｨｬｨｨｨｪｨｮｨｰｨｪ04ｨｦ ｨｬ02ｨｪｨｰｨ 02ｨｨｨｨ 0706ｨｰ06ｨｺｨ ｨｰ08ｨ ｨｪ04ｨ ｨｺ02ｨｨｨｦ ｨｹ040609ｨ ｨｰ ｨｪｨ ｨｬ02ｨｪｨｪ ｨｨｨｨ (0706ｨｪ07ｨｰｨｪ06, ﾂ02ｨｬ ｨ 0605ｨｹ ｨｰ06ｨｰ , ｨｰ02ｨｬ 005ｨｨｨｪｨｪ ｨｨ07 ｨｨ ｨｰ02ｨｬ ｨ 0605ｨｹ ｨｰｨｪ0609ｨｰｨｹ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰ02ｨｦ; 060ｨｪｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ 5-ｨｬｨｨｨｪｨｮｨｰｨｪ06ｨｬ ｨｨ ﾂｨ ｨｬ ｨｬ02ｨｪｨｰｨ 02ｨｨｨｨ 06ｨｺｨ 04ｨ 05ｨｨ09ｨｹ ｨ 05ｨｨ04ｨｺｨｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 0708ｨｨ 30-ｨｬｨｨｨｪｨｮｨｰｨｪ06ｨｬ ). 06ｨ ｨ 05ｨｨ02ｨ ｨ 06ｨｴｨｨ ｨ 09ｨｨ05ｨ ｨｺｨ ｨｺ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 00ｨｨ05ｨｹｨｰ ｨｨ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (09 06ｨ 0604ｨｪｨ ﾂ. ｨｰｨ ｨ 05. 2) -00ｨｨ05ｨｹｨｰ08 ｨｺｨ ｨｺ ｨｰ0605ｨｹｨｺ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0909ｨｰ0802 ﾂ02ｨｪｨ, 0609ｨｰｨ 05ｨｹｨｪ0402 ｨｪ02 06ｨｰ0409ｨｺｨｨ09ｨ 06ｨｰ0907 p: 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｨ00ｨｪ0608ｨｨ08ｨｮ06ｨｰ ｨｨ05ｨｹｨｰ08 p2: (7) ｨｨ05ｨｨ (8), ｨ ｨｴｨｨｨｦ ｨｴｨｨｨｦ ｨｨ05ｨｹｨｰ08ｨｮ o: () o, p o, p2 o2: (@) o2, p o2, p2 o3: (@) > (2@) o3, p o3, p2 o4: (@) >(2@) > () o4, p o4, p ｨ 0502ｨｺ09ｨ ｨｪ008 (ｨｺ06004) # ｨ 0502ｨｺ09ｨ ｨｪ008 - ｨｨ0008ｨ (ｨｺ06004) ｨｪｨｨ02 ｨｨ0008 ｨｪｨ pc ｨｮ08ｨｪｨ 05 ｨｨ000806ｨｬｨ ｨｪｨｨ #@7 03ｨｮ08ｨｪｨ 05 ｨｨ000806ｨｬｨ ｨｪｨｨ07 ｨｺ06004 ｨｨ ｨｪｨｨ #@ 0 0 ｨｺ06004 ｨｺ ｨｨ ｨ 0502ｨｺ09ｨ ｨｪ ｨｪ0 ｨｺ08ｨｮ # ｨｪ0 ｨｺ08ｨｮ ｨｬｨ 0502ｨｪｨｹｨｺｨｨｨｦ ｨ 09ｨｰ06 3 #@ ｨｪ0 ｨｺ08ｨｮ ｨ #@ 0502ｨｪ0 ｨｺ08ｨｮ ｨ ｨｨ ｨｨ 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ04 06ｨ 08ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ 09ｨｨ0506ｨｬ (o4,p2) ｨｬｨ ｨｰ08ｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (09ｨｬ. 08ｨｨ09. 4) 32

33 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 02ｨ 09ｨｮ0ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04, 0708ｨｨ ｨｪｨｪ ｨｰｨ ｨ ｨｪ0202 ﾂｨｨ ｨｰ0902ｨｦ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ ﾂｨｮｨｰｨｹ ｨ 0605ｨｹ ｨｮ0, ｨｰ ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ ｨｰ0605ｨｹｨｺ06 ﾂｨｮｨｰｨｹ ｨ 0605ｨｹ ｨｪ ｨ ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｰ ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ. 0308ｨｨ 2-00ｨｨ05ｨｹｨｰ0802 p (04ｨ ｨｰ ｨｪｨ 0905ｨｨ07ｨｪｨｨ07) ﾂｨｨ ｨ , 04ｨ 09ｨｨ0907ｨｴｨｨ0 ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ 09 2ｨC3 08ｨ 04ｨ ｨ 0605ｨｹ0302 ﾂｨｨ0905ｨ 0902ｨｰ090502ｨｪｨｨｨｦ. 0602ｨｬ 09ｨ ｨｬ04ｨｬ, ｨ ｨｨｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ 0708ｨｨ0060ｨｨｨｰ0907 ｨｪｨ 06ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪｨｮ06 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｹ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ (09ｨｬ. 08ｨｨ09. ), ｨｰ. 02. ｨｺ06000ｨ 09ｨ ｨｬｨ ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 05ｨｨｨｪ02ｨｦｨｪｨ, ｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07. 06ｨｰ06 06 ﾂ02ｨｪｨｹ ｨ 0605ｨｹ03ｨ ｨｪｨ ｨｺ06 06ｨｪｨ ｨ ｨｪｨ 04ｨ ｨｰ06ｨｬ ｨｪｨ 0905ｨｨ07ｨｪｨｨ07 ｨC ｨｺｨ ｨｺ ｨｰ0605ｨｹｨｺ06 ｨｬ04 08ｨ ｨ 02ｨｬ 0905ｨｨ07ｨｪｨｨ07 (2-00ｨｨ05ｨｹｨｰ08 p2), 0706 ﾂｨｰｨｨ ｨｺｨｺｨ 04ｨｨ06ｨｪｨ 05ｨｹｨｪ0402 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ ｨｰ 09 08ｨ ｨｨ07ｨｪｨｨｨｦ, 09 ｨｺ06ｨｰ , ﾂ0208ｨｺｨｪ02ｨｬ, 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｦ 04ｨ ｨｪｨ ｨｨｨ ｨ 09ｨｨ09ｨｨｨｰ ｨｪ02 06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰ0902ｨｪｨｪｨｨｨｺｨ. 0308ｨｨ 060ｨｪ06ｨｬ ｨｨ ｨｰ06ｨｬ ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ05ｨｹｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, 060ｨｨｨｪ ｨｨ04 ｨｺ06ｨｰ ｨ ｨｴｨ 02ｨｰ 0506ｨ ｨｨ07ｨｪｨｨ07, ｨ 008ｨｮ0006ｨｦ 08ｨ ｨ 02ｨｰ, 04ｨ ｨｬ02ｨｰｨｪ06 08ｨ 04ｨｪ07ｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 0, ｨｺ 0905ｨｨ07ｨｪｨｨ07ｨｬ, ｨｪｨ ｨｦ , 06ｨｰｨｪ060302ｨｪｨｨ07 ｨｪ02 ｨｨｨｬ0206ｨｴｨｨｨｬ, ｨ ｨｨｨｬ02ｨｪｨｪ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ 0902ｨｰ090502ｨｪｨｨ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 09ｨ ｨｬ06 ｨｪ02ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｪｨｨ ｨｨ07ｨｪｨｨｨｦ 0708ｨｨ09ｨｪ0609ｨｨｨｰ ｨｪ ｨｰ090502ｨｪｨｨ07. 06ｨ ｨｺ, ｨｨ ｨｬｨ ｨｰ08ｨｨ AB AC ABC D = AB AC (ｨｪ06ｨｰｨ 02ｨｨｨｨ 09ｨｬ. ｨｨ04 ｨｰｨ ｨ 05. 2) 6 ABC ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ, ｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｰｨ ｨｰ ｨ 0006ｨｬ (a) ｨｪｨ 08ｨｨ ｨｨ 0302 ｨｮ ﾂ0209ｨｰｨｹ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｰ0802ｨｰｨｹ ｨ ｨ, ｨｰ ｨｪｨｨｨｺｨｪ02ｨｰ 0902ｨｰ090502ｨｪｨｨ02 (0008ｨ 00 (a2) ｨｪｨ 08ｨｨ09. 6). 06ｨ ｨ 05ｨｨ02ｨ ｨｨ 08ｨ 04ｨｪ040 ｨｰｨｨ ｨ ｨｨ ｨｬ02ｨｪｨｪ ｨｨｨｦ , 30-ｨｬｨｨｨｪｨｮｨｰｨｪ04ｨｦ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨ 06ｨｴ ｨ 09ｨｨ0506 op op2 o2p o2p2 o3p o3p2 o4p o4p ｨｨ (ｨｪ ) 04ｨ ｨ 09ｨｨ09ｨｨｨｬ040 04ｨ (%) 37, ｨｨ07ｨｪｨｨｨｦ ｨC 2,9 ｨC 2,4 ｨC 2,7 ｨC 2,8 02ｨｰ ｨｪ ｨｰ09. (%) 5,9 8,2 2,84 4,9 4,6 6,6 7,3 9, ｨｪ02ｨｦ 0902ｨｰ090502ｨｪｨｨ07 % 3,04,3 0,6,0,2 2, 3,9 4, ﾂｨｨ ｨｰ0902ｨｦ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ 2,08 2,09 2,05 2,06 2,06 2,08 2,0 2, ｨｬ02ｨｪｨｪ ｨｨｨｦ ｨｪ ｨ ｨ (%) 57, ｨ ｨｴｨｨ0 0905ｨｨ07ｨｪｨｨ07 (%) ｨC 2,2 ｨC,9 ｨC 2, ｨC 2, ｨ 09ｨｨ09. ｨｪ02 06ｨｰ ｨｰ09. % 4, 5,3 2, 3,4 3,04,04,5 5, ｨ ｨｴｨｨ0 0902ｨｰ090502ｨｪｨｨ07 % 2,4 3,3 0,5 0,8,0,3 3,0 3, ｨ ｨｴｨｨ02 ｨｨ 0902ｨｰ090502ｨｪｨｨ07 ｨｨ 0905ｨｨ07ｨｪｨｨ07 (%) ｨC,4 ｨC 0,4 ｨC 0,7 ｨC,5 06ｨ ｨ 05ｨｨ02ｨ ｨｨ 08ｨ 04ｨｪ040 ｨｰｨｨ ｨ ｨｨ ｨｬ02ｨｪｨｪ ｨｨｨｦ , 30-ｨｬｨｨｨｪｨｮｨｰｨｪ04ｨｦ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨ 06ｨｴ ｨ 09ｨｨ0506 op op2 o2p o2p2 o3p o3p2 o4p o4p ｨｨ (ｨｪ ) 04ｨ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ040 04ｨ (%) 35,4 0905ｨｨ07ｨｪｨｨｨｦ ｨC 3,2 ｨC 2,6 ｨC 2,9 ｨC 3, 06ｨｰ ｨｪ ｨｰ09. (%) 6.2 8,.7 3, 5,3 5, 7,4 7,7 9,9 ｨｺ0608ｨｪ02ｨｦ 0902ｨｰ090502ｨｪｨｨ07 % 3,2 4,7 0,7,2,5 2, 4,2 5, ﾂｨｨ ｨｰ0902ｨｦ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ 2,09 2,0 2,07 2,06 2,09 2,09 2,2 2, ｨｬ02ｨｪｨｪ ｨｨｨｦ ｨｨ04 060ｨｪ ｨ ｨ (%) 53, ｨ ｨｴｨｨ0 0905ｨｨ07ｨｪｨｨ07 (%) ｨC 2,9 ｨC 2,4 ｨC 2,7 ｨC 2, ｨ 09ｨｨ09. ｨｪ02 06ｨｰ ｨｰ09 % 5,06,5 2,7 4,4 3,8 5, 5,6 6, ｨ ｨｴｨｨ0 0902ｨｰ090502ｨｪｨｨ07 % 3, 4,2 0,7,,4,9 3,9 4, ｨ ｨｴｨｨ02 ｨｨ 0902ｨｰ090502ｨｪ. ｨｨ 0905ｨｨ07ｨｪｨｨ07 (%) ｨC,9 ｨC 0,6 ｨC,0 ｨC 2,0 33

34 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ AB AB 2 AC AC 3 4 ABC ABC (a3) ｨｰｨｨ07ｨｨ ﾂｨｪ04ｨｦ 0708ｨｨｨｬ ｨｰ090502ｨｪｨｨ07, (a) (a2) ｨｨｨｪ0ｨｮ02ｨｨ080609ｨ ｨｪｨｪ ｨｨ07ｨｪｨｨ02ｨｬ 04ｨｨ ｨｰ090502ｨｪｨｨ02, 0708ｨｨ09ｨｪ020902ｨｪｨｪ0602 ｨｮ ﾂ02ｨｰ06ｨｬ 0905ｨｨ07ｨｪｨｨ07 00 ｨｪ02ｨｺ06ｨｰ ｨｮ ﾂｨ ﾂｨｰｨｨ ｨｨｨｪｨ 00ｨ ｨｺｨｰｨｨ09ｨｨ08ｨｮ02ｨｬ ｨｨ07ｨｪｨｨｨｦ 0708ｨｨ09ｨｪ0609ｨｨｨｰ 0902ｨｰ090502ｨｪｨｨ07 ( ｨｪｨ ﾂ02ｨｪｨｨ07 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｺ0608ｨｪ02ｨｦ 0902ｨｰ090502ｨｪｨｨ ｨｪｨｨ0 09ｨｰ0605ｨ 02ｨ 0 ｨｰｨ ｨ 05. 4, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 060ｨｪ06ｨｬｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ06-00ｨｨ05ｨｹｨｰ08ｨ, ｨC 0708ｨｨ080609ｨｰ ｨｺ0608ｨｪ02ｨｦ 0902ｨｰ090502ｨｪｨｨ ｨｨ 04ｨ ｨｰｨ ｨｰ ｨｨｨｪ04 06ｨｰ 04ｨ 09ｨｨ0907ｨｴｨｨ0 06ｨｰ 009ｨｮ0; 09ｨｬ. ｨｰｨ ｨｺ0302 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｮ ｨ ｨｴｨｨ0 ｨｨ 0902ｨｰ090502ｨｪｨｨ07 ｨｨ 0905ｨｨ07ｨｪｨｨ ｨｬ02ｨｪｨｪ ｨｨｨｦ ｨC ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨ 0ｨ 06ｨｴｨｨ ｨｰｨｮ ｨｺｨ ｨｰ ｨｨ ｨｰ090502ｨｪｨｨｨｦ ｨC 0708ｨｨ09ｨｪ020902ｨｪｨｪ ｨｨ07ｨｪｨｨ07ｨｬｨｨ, ｨｨ ｨｨ0 ｨｪ02ｨｰ 0708ｨｨ 2-00ｨｨ05ｨｹｨｰ0802, ｨｨ00ｨｪ0608ｨｨ08ｨｮ06ｨｴ02ｨｬ 0905ｨｨ07ｨｪｨｨ07). 05ｨｰ0605ｨｹ ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ03 09ｨｺ0506- ﾂ02ｨｪｨｨ ｨｨ07ｨｪｨｨｨｦ ｨｪ02 ｨｮ0ｨｨ09ｨｨｨｰ0205ｨｹｨｪｨ ｨC ｨｺ06ｨｪ ｨｪｨｰｨｪ ｨ ｨｰｨｪ060907ｨｰ0907 ｨｺ 060ｨｪ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 04ｨ 0ｨ ﾂ02, ｨｰ06ｨｬｨｮ ｨｪｨｨｨｺｨｪ060902ｨｪｨｨ07 09ｨｪｨｮｨｰ08ｨｨ04ｨ 0ｨ ﾂｨｪ ｨｰ090502ｨｪｨｨ ｨｨ 09ｨｺ0506 ﾂ02ｨｪｨｨｨｨ 09ｨｪｨｮｨｰ08ｨｨ04ｨ 0ｨ ﾂｨｪ ｨｨ07ｨｪｨｨ ｨｪｨｪ ｨｰ0209ｨｰ0902ｨｪｨｪ06. 0ｨ 0708ｨｨｨｬ0208, ｨｨ 04ｨ ｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｪ06ｨｦ ｨｨｨｨ ｨｰ080602ｨｪ ｨｨｨｪ02ｨｦｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｰ06 006ｨ ｨ ｨｪｨｨ02 ｨｪｨ 05ｨｰ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｨ07ｨｪｨｨ07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｪｨｨ ｨｰ090502ｨｪｨｨ ｨｨ09ｨｨｨｰ0205ｨｹｨｪｨ ｨｰｨｨ ｨｪｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨｨｨ 0209ｨｰｨｹ 0905ｨｨ07ｨｪｨｨ07, ｨｪ06 ｨｪ02ｨｰ 0902ｨｰ090502ｨｪｨｨｨｦ. 06ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ, ｨｨｨｴｨ ｨｪ02 ﾂｨｰ06, 09ｨｪｨ ﾂｨ 05ｨ ｨｨ ｨｹ040609ｨ ｨｪｨｮ ﾂｨｺｨｮ, 0706ｨｰ06ｨｬ 008ｨｮ00ｨｮ06, ｨ ｨｮ ｨ ｨｰ02ｨｬ 0905ｨｨ05 05ｨｰｨｨ ﾂｨｺｨｨ. 006, ｨｺｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ 05. 4, ｨｬ02ｨｪｨｪ ｨｨｨｦ, ｨ ｨｴｨｨ0 0905ｨｨ07ｨｪｨｨ07, 04ｨ ｨｬ02ｨｰｨｪ , ﾂ02ｨｬ ｨｨｨｦ, ｨ ｨｴｨｨ0 ｨｺｨ ｨｺ 0905ｨｨ07ｨｪｨｨ07, ｨｰｨ ｨｺ ｨｨ 0902ｨｰ090502ｨｪｨｨ07. 05ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨ 0902ｨｰ090502ｨｪｨｨ02 00ｨｨｨｪ0ｨｮ02ｨｨ080609ｨ ｨｪ0603 ｨｮ ﾂ02ｨｰ06ｨｬ 0905ｨｨ07ｨｪｨｨ07 (ｨｰ ｨｨ ｨ 0204 ｨｮ ﾂ02ｨｰｨ 0905ｨｨ07ｨｪｨｨｨｦ 0902ｨｰ090502ｨｪｨｨ07 ｨｪ02ｨｰ, ｨ 0708ｨｨ ｨｮ ﾂ02ｨｰ02 ｨC 0209ｨｰｨｹ), ｨｰ06 04ｨ ｨｬ06 005ｨｨｨｪｨ 060ｨｪ ｨｨ04 009ｨｮ0 07ｨｮｨｰ02ｨｦ 06ｨｰ ｨｺ0608ｨｪ ｨｰ090502ｨｪｨｨ ｨｨｨｪ ｨｨ07ｨｪｨｨ07 020ｨｨｨｪｨｨ ﾂｨｪｨ 07, ｨｰ ｨ , ｨｴｨｨｨｦ ｨｨ07ｨｪｨｨ02ｨｬ, ｨｪ ｨｰ0902ｨｪｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 04ｨ ｨ, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ ｨｨ ｨｰ090502ｨｪｨｨ02 (09ｨｬ. 00ｨｰｨｨ07ｨｨ ﾂｨｪ04ｨｦ 0708ｨｨｨｬ (a3) ｨｪｨ 08ｨｨ09. 6). 0308ｨｨ 05ｨｰ06ｨｬ 09ｨｰ060806ｨｦ 07ｨｮｨｰｨｹ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 005ｨｨｨｪ02ｨｪ. 06ｨｰ06, 09ｨｺ , 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｪ02 ｨｰ06, ﾂｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ 0706ｨｬｨｪｨｨｨｰ ｨｨ090060ｨｪ04ｨｦ 04ｨ , ｨ ｨｰ06, ﾂｨｰ06 ｨｨ090060ｨｪ04ｨｦ 04ｨ , 006ｨｰ07 ｨｨ ｨ ｨｨ05ｨ ｨｦｨｪ ｨ ｨ 03ｨｺｨｨ08ｨｨ ｨ ｨｨ05ｨ ｨｦｨｪ 2 0 #@ 0 ｨ ｨｨ05ｨ ｨｦｨｪ 06ｨｰ0708ｨ 09ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ #@ ｨ ｨｨ05ｨ ｨｦｨｪ 06ｨｰ0708ｨ 09ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨ 03ｨｺｨｨ08ｨｨ () ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｪｨｨ ｨｨ07ｨｪｨｨｨｦ (0708ｨ 09ｨｨ0506 (o4,p)) ｨ ｨｨ05ｨ ｨｦｨｪ ｨ ｨ 03ｨｺｨｨ08ｨｨ ｨ ｨｨ05ｨ ｨｦｨｪ 2 0 #@ 0 ｨ ｨｨ05ｨ ｨｦｨｪ 06ｨｰ0708ｨ 09ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ 3 *+7 0 #@*+7 ｨ ｨｨ05ｨ ｨｦｨｪ 06ｨｰ0708ｨ 09ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨ 03ｨｺｨｨ08ｨｨ (2) ｨｮ ﾂ02ｨｰ 0905ｨｨ07ｨｪｨｨｨｦ (0708ｨ 09ｨｨ0506 (o4,p2)) 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ ｨｬｨ ｨｰ08ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 0708ｨ 09ｨｨ05ｨ ｨｬｨｨ (o4,p) ｨｨ (o4,p2) ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0ｨ 05 ｨｪ02ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｪ06 04ｨ ｨｰ ｨｺ08ｨ 09ｨｪ ｨ 03ｨ 05 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪｨｮ ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ. 05ｨ ｨｬ06ｨｦ ｨｰｨｺ06ｨｦ ｨｨ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｪ06ｨｦ ｨｺ ｨ 0708ｨｨ0608ｨｪ06ｨｦ 05ｨｨｨｪ02ｨ 08ｨｨ04ｨ 02ｨｨｨｨ ｨｰ ｨ 06ｨｴ ｨ 09ｨｨ0506, ｨｰ080602ｨｪｨｪ0602 ｨｺｨ ｨｺ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ07 (o) ｨｨ (p). 05ｨ ｨｬ0602 ｨｬ0700ｨｺ0602 ｨｨ ｨｨｨｬ02ｨｪ0702ｨｬ ｨｹ ｨ 06ｨｴｨｨ0 0708ｨ 09ｨｨ05 ｨC ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ07 (o4) ｨｨ (p2). 020ｨｪｨ ｨｺ06, 0ｨ ｨ ｨｬ06ｨｦ ｨｬ0700ｨｺ06ｨｦ ｨｬ ｨ 06ｨｴ ｨ 09ｨｨ ｨｰｨ ｨｰ ｨｺｨ ｨ 09ｨｨ09ｨｨｨｬ ｨｪ02 ｨ ﾂ02ｨｬ 060ｨｪｨｮ -04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｨ ｨｪ02 ｨ ﾂ02ｨｬ 060ｨｪｨｮ 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ (06ｨｰ 07ｨ 0804), 0708ｨｨ ﾂ02ｨｬ ｨｴｨ 07 07ｨ 08ｨ 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｺ080409ｨ 02ｨｰ 0609ｨｰｨ ｨｪｨｪｨｮ06-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ﾂ0208ｨｺｨｪ02ｨｬ, 00ｨｨ05ｨｹｨｰ0804 o ｨｨ o ｨｪｨ 04ｨｪｨ ﾂ02ｨｪ ｨｨｨｬｨｨｨｰｨ 02ｨｨｨｨ ｨｺ09ｨ 04ｨｨ05ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ03, ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｪｨｺｨｨ ｨｰｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (05ｨｨｨｪ02ｨｦｨｪ06ｨｦ, 0902ｨｰ0907ｨｴ02ｨｦ0907, ｨｺ06ｨｪ ｨｪｨｰｨｪ06ｨｦ) 0ｨ 06ｨｰ 0708ｨ 09ｨｨ05ｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ, ｨｰ080602ｨｪｨｪ0402 ｨｪｨ -00ｨｨ05ｨｹｨｰ08ｨ 0 o3 ｨｨ o4 ｨｨ 2-00ｨｨ05ｨｹｨｰ0802 p2. 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ ｨｨ 5, 0706 ﾂｨｰｨｨ ｨｨｨｪ ｨｮ ﾂｨ ｨｰ090502ｨｪｨｨ07 ｨｨ 0706 ﾂｨｰｨｨ ｨｮ ﾂｨ ｨｨ07ｨｪｨｨ07, ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ06 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ 09ｨｪｨ ﾂｨ 05ｨ 0706ｨｨ09ｨｺ 0902ｨｰ09ｨｨｨｰ0907, ﾂ ｨｪｨ ｨｺｨ 03006ｨｦ ｨｨ04 009ｨｮ0 0902ｨｰ06ｨｺ ( ﾂｨｨ ｨｨ02ｨｬｨｪｨｨｨｺ0609 ｨｮ ｨ ｨｰ090502ｨｪｨｨ07 ﾂｨｮｨｰｨｹ ｨ 0605ｨｹ ｨｮ0) ｨｪ0702ｨｰ ｨ 04 ﾂｨｪ ｨｨ03ｨｹ 060ｨｨｨｪ 04ｨ , ﾂ ｨｰｨｺｨｨ 09ｨｪ0609ｨｹ 0905ｨｨ09ｨ 06ｨｰ0907 (09ｨｬ. 08ｨｨ09. 6) ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ (0706ｨｪｨｨｨｬｨ 02ｨｬ040 ｨｺｨ ｨｺ 09ｨｪ020902ｨｪｨｨ ｨ ｨｪｨｨｨｰ0205ｨｹｨｪ040 ｨｰ0208ｨｬ0609 ｨ 0204 ｨｮ0ｨ 0502ｨｪｨｨ07 ｨｨｨｬ0206ｨｴｨｨ00907) ｨｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨｨ02ｨｨｨｦ (0706ｨｪｨｨｨｬｨ 02ｨｬ040 ｨｺｨ ｨｺ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02 ｨｨ04 04ｨ ｨ ｨｺｨ ｨｺｨｨ0-ｨｰ06 ｨｰ0208ｨｬ0609 ｨ ｨｪ020902ｨｪｨｨ07 ｨｪ ) ｨｨｨｪ02ｨｦｨｪ060006, 0902ｨｰ0907ｨｴ ｨｨ ｨｺ06ｨｪ ｨｪｨｰｨｪ ｨｨ09ｨｺｨ 0708ｨｨ ｨｪ06 09 ｨｰｨ ｨ ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ02 ｨｨ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ 0708ｨｨｨｬ0208ｨｪ06 40% ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ 0708ｨｨ0060ｨｨｨｰ0907 ｨｪｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ06, ｨ 0% ｨｪｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ ｨｰ ｨｬ ｨｨ 0905ｨｨ07ｨｪｨｨｨｨ 009ｨｮ ﾂ02ｨｺ 0706ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰｨｪ04ｨｦ 04ｨ ｨｺｨ ｨ 02ｨｰ0907 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ02ｨｦ 0905ｨｨ09ｨ 02ｨｬ06ｨｦ 07ｨ 0804 (ｨｰ ｨｨｨｰ ｨｰ0208ｨｬ04 009ｨｮ0 04ｨ ｨｺｨ ｨｺ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｬｨｪ ｨｰ0906) % 0905ｨｮ ﾂｨ 0209, ｨｨ ｨｰ0605ｨｹｨｺ ｨC3 % 0905ｨｮ ﾂｨ ｨｰ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ02ｨｦ 05ｨｰ06ｨｦ 07ｨ 0804, ｨｰ ｨｨｨｰ ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨｨｨ ｨｴｨｨ0 09 ｨｪ0202 ｨｰ0208ｨｬ ｨｬ02 ｨｰ060006, ｨ 09ｨｨ05, ｨｪ02 06ｨｰｨｺ0506ｨｪ0706ｨｴｨｨ0 2-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨｨ07ｨｪｨｨｨｦ 0ｨ ｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨ 04ｨｪ0609ｨｰｨｪ ｨｺ0804ｨｰｨｨ0703, ｨｺ06ｨｰ060804ｨｬ 0706ｨｪｨｨｨｬｨ 02ｨｰ ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ 06ｨ 08ｨ 04 04ｨ 09ｨｨ09ｨｨｨｬ ｨ ｨ 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨ 0ｨ 02ｨｰ 09 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02ｨｬ 06ｨ 08ｨ ｨ , ｨｴｨｨ ｨｴｨｮ06 07ｨ 08ｨｮ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ02ｨｦ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ02ｨｦ, ｨｺｨ ｨｺ ｨｨ ｨｰ06ｨｦ 08ｨ ｨ 06ｨｰ02, 0706ｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ02 09 ｨｺｨ ﾂ0209ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ ｨｬｨｪ ｨｰ09ｨ : ｨｪｨｨ02 04ｨ 09ｨｨ09ｨｨｨｬ ｨｴｨｨｨｦ (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ ｨｴｨｮ06 07ｨ 08ｨｮ 0708ｨｨ ｨｺ06ｨｪ ｨｪｨｰｨｪ06ｨｬ 0706ｨｨ09ｨｺ02) ｨC 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ07, ｨｪｨｨ ｨｴ (0708ｨｨ ｨｺ06ｨｪ ｨｪｨｰｨｪ06ｨｬ 0706ｨｨ09ｨｺ02, ｨｴ02ｨｦ 07ｨ 0804) 09 04ｨ 09ｨｨ09ｨｨｨｬ ｨC ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ 2-00ｨｨ05ｨｹｨｰ08ｨｮ p, 06ｨｰｨｺ0506ｨｪ0706ｨｴ02ｨｬｨｮ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨC 09 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｬ ｨ 08ｨｰ0200ｨ ｨｺｨｰ. 030ｨｨｨｪ09ｨｰ0902ｨｪｨｪｨ ｨｹ ｨC ｨｬ06ｨｰ0802ｨｰｨｹ, ｨｺｨ ｨｺ ｨｨ ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ 04ｨ ｨｴ02ｨｪｨｨｨｨ 0905ｨｨ07ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ p 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｰｨｺｨｨｨｬｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ ｨｪｨ 09ｨｺ0506 ﾂｨ 02ｨｬ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ (o ｨｨ o2) ｨC ｨ 0204ｨｮ ｨｪ04ｨｦ ｨ 08ｨｰ0200ｨ ｨｺｨｰ ｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰｨｺｨｨ0 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ (o, p) ｨｨ (o2,p) ｨｰ060705ｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ ｨｬ06ｨｰ0802ｨｰｨｹ ｨｪｨ 0ｨ ｨｪｨｪ ｨｺ090604ｨｹ 0708ｨｨ04ｨｬｨｮ 07ｨ 08ｨ 0ｨｨ00ｨｬ04 05ｨｨｨｪ02ｨ 08ｨｨ04ｨ 02ｨｨｨｨ. 34

35 30. 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 06ｨ ｨ 05ｨｨ02ｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ, 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ ｨｨ 0-08ｨ 04ｨｪ0609ｨｰｨｪ ｨｺ0804ｨｰｨｨｨｦ ( ｨｨ07ｨｪｨｨ070) 09 %* 0308ｨ 09ｨｨ ｨｨ ｨｨ ｨｨ 05ｨｨｨｪ02ｨｦｨｪ ｨｰ090502ｨｪｨｨｨｦ 0905ｨｨ07ｨｪｨｨｨｦ o, p ,32 7,60 2,36 28,45 ｨC ,9 8,85 0,55 25,40 ｨC o, p2 55, ,54 6,43 2,47 3,02 2,6 3,53 57, ,52 6,80 2,25,09,20,2 o2, p ,06 25,50 ｨC 5,030, ,42 24,80 ｨC 2,64 27,82 o2, p2 54, ,6 20,44 3,04 7,27 23,27 6,69 57, ,69 20,32 2,74 4,47 20,59 3,65 o3, p ,45 46,34 ｨC 4,59 5, ,7 47,59 ｨC 2,44 3,8 o3, p2 55, ,52 39,32 2,7 6,58 3,68 4,86 57, ,76 40,84 2,48 4,07 2,47 2,35 o4, p ,45 44,96 ｨC 3,39 5, ,27 46,26 ｨC,5 3,49 o4, p ,29 39,94 55,27 2,55 4,04 4,04 3,96 56, ,8 40,8 2,33,68 2,28,6 * ｨｦ 09ｨｰ0806ｨｺ02 ｨｺｨ 03006ｨｦ 07 ﾂ02ｨｦｨｺｨｨ ｨｮｨｺｨ 04ｨ ｨｪｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ (006ｨ ｨ ｨｪｨｨ02 ｨｰ0208ｨｬ0609), ｨｰ060806ｨｦ ｨC 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ, 09 ｨｰ0802ｨｰｨｹ02ｨｦ ( ｨｨ07ｨｪｨｨｨｦ) ｨC 0706ｨｺ0804ｨｰｨｨｨｦ 09 ｨｪｨｮ ｨｦ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ 08ｨ 04ｨｪ0609ｨｰｨｹ06 ｨｬ02030ｨｮ 0706ｨｺ080409ｨ 06ｨｴ02ｨｦ 07ｨ 0806ｨｦ ｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ04ｨｬ 06ｨｰ ｨｪ ｨ ｨｬ. 08ｨ ｨｺ 0905ｨｨ0706ｨｰ 00ｨｨ05ｨｹｨｰ0804 ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ04? ｨｨ 00605ｨｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 09 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ02 04ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｬ040 00ｨｨ05ｨｹｨｰ080609, ｨｰ ｨｨ ｨｨ09ｨｺ02, ｨｪｨ ｨｪｨｪ06ｨｬ ｨｺｨ ｨｺ 0902ｨｰ0907ｨｴｨｨｨｦ0907, ｨｺｨ 080ｨｨｨｪｨ 05ｨｹｨｪ06 04ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ05ｨｹｨｰ08ｨ : 0708ｨｨ 00ｨｨ05ｨｹｨｰ0802 p2 06ｨｪｨｨ 0708ｨｨｨｬ0208ｨｪ06 ｨｰｨ ｨｺｨｨ , ﾂｨｰ06 ｨｨ 09 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ02, ｨｪ ｨｨ ｨｰｨｺｨｨ0 00ｨｨ05ｨｹｨｰ08ｨ 0-04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (o ｨｨ o2) ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ ｨ 02ｨｰ ﾂｨｰｨｨ , ｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ ｨC ｨ ﾂ02ｨｬ ｨｪｨｨ03ｨ 02ｨｰ ｨ 08ｨｨ ｨｨ ｨｪ04 ｨｰｨｨ07ｨｨ ﾂｨｪ ｨ ｨｪ02 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ 09002ｨｬ ｨｰ090502ｨｪｨｨ07 (08ｨ 0405ｨｨ ﾂｨｪ ｨ 04ｨｪ040-00ｨｨ05ｨｹｨｰ080609) ｨｨ 0905ｨｨ07ｨｪｨｨ07. AB A A B A B A B AB AC AB05 AB 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ07 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ ｨ 04ｨｪ0609ｨｰｨｹ (-00ｨｨ05ｨｹｨｰ0804 o ｨｨ o2) (-00ｨｨ05ｨｹｨｰ0804 o3 ｨｨ o4) 04ｨｨ ｨｨ07ｨｨ ﾂｨｪ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 2. 05ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪｨｪ ｨ ｨ 06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ0609ｨ ｨｪ04 ｨｪｨ 08ｨ ｨｪｨｨｨｨ ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｨ ｨｨ04ｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ. 0306ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ ｨｬｨｨｨｬ06 05ｨｨｨｪ02ｨｦｨｪ ｨｨ09ｨｺｨ ｨｺｨ ｨｺ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ ｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ ｨｨ ｨｪｨ 08ｨｮ03ｨ 06ｨｴｨｨ02 05ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｹ 09002ｨｬ ｨｨ09ｨｺｨ ｨC 0902ｨｰ0907ｨｴｨｨｨｦ0907 ｨｨ 00ｨｺ06ｨｪ ｨｪｨｰｨｪ04ｨｦ03, 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ 06 ﾂ ｨｪ06ｨｦ 04ｨ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｬ ｨｰ0907 ｨｺ06ｨｬ070604ｨｨ02ｨｨ02ｨｦ ｨｺｨ ｨｺｨｨ0-ｨｰ06 009ｨｮ ｨ ｨｪｨｪ040 08ｨ ｨｪ ｨｨ ｨｰ06ｨｬ, ﾂｨｰ ｨｬ02ｨｪｨｪ ｨｨｨｦ, ｨ ｨｴｨｨ0 05ｨｰｨｨ ｨｰｨｨ0704 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰ02ｨｦ ｨｪ ｨｨｨｺｨ (ｨｪ02 ｨ % ｨｨｨｦ), 06ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ ﾂｨｰｨｨ ｨｨｨｪｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｦ 0708ｨｨ0060ｨｨｨｰ0907 ｨｪｨ 0905ｨｨ07ｨｪｨｨ02 08ｨ ｨｪ ｨ ｨｪｨｪ ｨｰ06ｨｺ 0706ｨｨ09ｨｺｨ. 0602ｨｬ 09ｨ ｨｬ04ｨｬ, 0708ｨｨ 0902ｨｰ0907ｨｴ02ｨｬ ｨｨ09ｨｺ ｨｹ040609ｨ ｨｰ0205ｨｹ ﾂｨ 09ｨｰ06 ｨｪ ｨｨ00ｨ 02ｨｰ ｨｺｨ ｨｺ06ｨｦ-ｨｰ06 060ｨｪ06ｨｦ, ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ06ｨｦ 0902ｨｰｨｺ02 (006ｨｰ07 05ｨｰ06 ｨｨ 0609ｨｪ0609ｨｪ06ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｪｨｨ07 08ｨ ｨｰ090502ｨｪｨｪ ｨｨ09ｨｺｨ ), ｨ 09ｨｪ0609ｨｹ 0905ｨｨ09ｨ 02ｨｰ ｨｰｨｺｨｨ ｨｨｨｪ 04ｨ ｨ ｨｨｨ ｨｰｨｨ07ｨｨ ﾂｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ 0902ｨｰ090502ｨｪｨｨ07, 04ｨ ｨ 06ｨｴ ｨｺ06ｨｬ070604ｨｨ02ｨｨ02ｨｦ, ｨC ｨｺ060806ｨｰｨｺｨｨ ｨｰｨｺｨｨ (060ｨｪｨ ｨｰ ｨｨｨｪｨｮ 0905ｨｨ07ｨｪｨｨ07 04ｨ ｨC2 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, ｨ 008ｨｮ00ｨ 07 ｨC ｨｪ ｨｰ0902ｨｪｨｪ06), ｨｰ. 02. ｨｺ06ｨｬ070604ｨｨ02ｨｨ ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｺ ｨｰ ｨｮ06ｨｴ02ｨｦ ｨ 02ｨｨ02ｨｦ ｨｰ090502ｨｪｨｨ ﾂｨｰｨｨ ｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪｨ ｨC ｨｪ ｨ ｨｮ0302 ｨｪ02 ｨｬ060ｨｨ00ｨｨ02ｨｨ08ｨｮ02ｨｰ0907, ｨｰ. 02., ｨｦ007 ｨｪ02005ｨｨｨｪｨｪｨｮ ｨｰ09ｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨ ｨ, ｨｹ040609ｨ ｨｰ0205ｨｹ 0905ｨｨ09ｨ 02ｨｰ ｨｨ090060ｨｪ04ｨｬ 04ｨ ｨｬ. 0ｨ ｨｰｨｨ09, ｨｺ06000ｨ 0902ｨｰ0907ｨｴｨｨｨｦ ｨｨ09ｨｺ ｨｪ02 04ｨ ｨ 02ｨｰ0907 ｨｺ06ｨｬ070604ｨｨ02ｨｨ02ｨｦ, 005ｨｨｨｪｨ 09ｨ ｨｬ06ｨｦ 005ｨｨｨｪｨｪ06ｨｦ ｨｨ ｨｰ06ｨｺ (0706 ﾂｨｰｨｨ ｨ ｨｨｨｪｨｨ02ｨｨｨｨ080609ｨ ｨｪｨｪ ｨｪ02ｨｦ) ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ0306ｨｦ, ｨｰ ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 00205ｨ 02ｨｰ 060ｨｪｨｮ, ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ ｨｰｨｺｨｨ, ﾂ ｨｰｨ ﾂｨｨ09ｨ 02ｨｰ0907 ｨｪｨ ｨｨ0302ｨｪｨｨｨｨ ｨｪ02ｨｦ 0902ｨｰｨｺ ｨｪ0202 ﾂｨｨ ｨｰ06ｨｺ 0708ｨｨ 0902ｨｰ0907ｨｴ02ｨｬ ｨｨ09ｨｺ02 ｨC ﾂｨｮｨｰｨｹ ｨ 0605ｨｹ ｨｮ ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｦ ｨｨ 0002ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｦ 0708ｨｨ 0902ｨｰ090502ｨｪｨｨｨｨ 0708ｨｨｨｬ0208ｨｪ06 ｨｰｨ ｨｺ , ﾂｨｰ ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0706ｨｨ09ｨｺ02 ｨC 0706 ﾂｨｰｨｨ 4 ｨｺ. 05ｨ ｨｰ ｨｺ06ｨｬ070604ｨｨ02ｨｨ07003 (0905ｨｨ07ｨｪｨｨ ｨｮ0 0902ｨｰ06ｨｺ) 05ｨｰ ｨｰｨｪ060302ｨｪｨｨ02 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｺ, ﾂｨｰ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨ 0708ｨｨ0608ｨｪ04ｨｬ 0603ｨｨ0ｨ ｨｪｨｨ07ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ, ｨｨｨｺｨ ｨ 04ｨｪ0609ｨｰｨｪ ｨｺ0804ｨｰｨｨｨｦ 0905ｨｨ09ｨ 02ｨｬ040 04ｨ (ｨｺ06000ｨ 09 ｨｺ06ｨｬ070604ｨｨ02ｨｨ ｨｰ 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｰ ｨｰ0208ｨｬ04, ﾂｨｰ06 ｨｨ ｨｨ09ｨ 02ｨｬ ｨ ), ｨ %. 35

36 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬ06ｨｰｨｨ09ｨ 02ｨｨｨｨ. 0809ｨｰ0608ｨ 04ｨ ｨｪｨｨｨｬｨ 05ｨ ｨｰ02ｨｬｨ 06ｨ ｨｮ ｨｪｨｪ0609ｨｰｨｨ ｨｨ09ｨｺ060906ｨｬ ｨｪｨｨｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｪ04ｨｬ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ06ｨｬ ｨｨ ｨｺ06ｨｪ020207ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｬ ｨｹ ｨｨ [7, 8, 9] ｨ 0405ｨｨ ｨｴ02ｨｪ04 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨｰ06 ｨｪｨ 09ｨｰ0607ｨｴｨ 07 08ｨ ｨ 06ｨｰｨ ｨｨ080609ｨ ｨｪｨ ｨｨｨｪｨｰ ｨｬ ｨｺ ｨｺ06ｨｪ020207ｨｰｨｮｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｰｨｨ09ｨｨ04ｨｬｨｮ ｨｺｨ ｨｺ 06ｨ ｨｮ ｨｪｨｪ0609ｨｰｨｨ ｨｰ060006, ﾂｨｰ06 ｨｨ ｨ ｨｰ0205ｨｹ 09ｨｨ0ｨｨｨｰ, ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｬｨｨ ｨｨｨｬ ｨｰｨ ｨｪｨｨ07ｨｬｨｨ 06ｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｰｨ 05ｨｨ09ｨｹ 09ｨｬ02ｨｪｨｨｨｰｨｹ ｨｬ ｨｹ ｨｨ ｨｬ06ｨｰ0802ｨｰｨｹ ｨｪｨ ｨｰ0802ｨｰ 0802ｨ 05ｨｹｨｪ ｨｨ09ｨｺｨ 09 08ｨ ｨｬｨｺｨ 0 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ06ｨｦ 09002ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨｨ04ｨｪｨ ｨｰ020502ｨｪ ｨｪｨｺ0609ｨｮ 04ｨ ｨｰ0609ｨｺｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｪ ｨ ｨ 06ｨｰ ｨｨ 02ｨｬｨｮ 0302 ｨｨ ｨ 0804ｨ ｨｪ0609ｨｮ ｨC 04ｨ 0202ｨｪｨｪ0402 ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨｨｨ ｨ ｨ 07 ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ ｨ ｨｪ09ｨｺ06ｨｬｨｮ 04ｨ 08ｨ ｨｪｨｨ02 ｨｨ ｨｹ040609ｨ ｨｰｨｹ [4, 5] 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ. 04ｨ ｨ 06ｨｰｨ ｨｪ02ｨｪｨ ｨ ｨｬｨｬ ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ002ｨｺ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 09ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ndexｨ // 06ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ -2005, ｨC 00., ｨC ｨC20. [2] ｨｪ03ｨｰ02ｨｦｨｪ ｨｨ ﾂｨｪ0402 ｨｺ ｨｨ090708ｨ ｨｪｨｨ02ｨｬ ｨ 002ｨｪｨｨｨｦ, 0909ｨｰｨ 0906ｨｺ ｨｨ 04ｨ ｨｬ02ｨｴ02ｨｪｨｨｨｦ 09ｨｨｨｬ // 0206ｨｺ05ｨ , 63, ｨC ｨC848. [3] 04ｨ 09ｨｰ08ｨｨ00ｨｨｨｪ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ. ｨC 00.: 0ｨ ｨｮｨｺｨ, 968. ｨC [4] ｨ ｨｪ09ｨｺｨｨｨｦ ｨ 0506 ﾂ0502ｨｪ ｨ 04ｨｨ0903, 996. ｨC [5] ｨ ｨｪ09ｨｺｨｨｨｦ ｨ 060ｨｪ06ｨｦ 0502ｨｬｨｬ ｨｪ020209ｨｨ ﾂｨ // 08ｨｮｨｪｨｺ02. ｨ ｨｪｨ 05ｨｨ04 ｨｨ ｨｨ ｨｪｨｨ (4). ｨC ｨC9. [6] Agrawal R., Srikant R. Mining sequential patterns. 0th ICDE, IEEE, ｨC4. [7] Apostolico A. String editing and longest common subsequences. Handbook of Formal Languages, Vol. 2. Springer, ｨC398. [8] Balfe E., Smyth B. A comparative analysis of query similarity metrics for community-based Web search. ICCBR ｯ05. LNCS 3620, Springer, ｨC77. [9] Bates M. Information search tactics // JASIS. 30(4) ｨC24. [0] Bates M. Idea tactics // JASIS, 30(5) ｨC289. [] Bates M. Where should the person stop and information interface start? Information Processing & Management. 26(5) ｨC59. [2] Bates M. The Getty end-user online searching project in the humanities: Report #6 // College&Research Libraries. 57(6) ｨC523. [3] Buzikashvili N. The Yandex Study // Evaluating user studies in information access. BCS, ｨC55. [4] Buzikashvili N. Information searching behavior: Between two principles // CoLIS ｯ05, LNCS 3507, Springer, ｨC95. [5] Buzikashvili N. An exploratory Web log study of multitasking // 29th SIGIR ｯ06, ACM, ｨC624. [6] Buzikashvili N. Automatic task detection in the Web logs and analysis of multitasking // ICADL ｯ06, LNCS 432. Springer, ｨC40. [7] Buzikashvili N. Comparing Web logs: Sensitivity analysis and two types of cross-analysis // AIRS ｯ06, LNCS 482. Springer, ｨC53. [8] Buzikashvili N., Jansen B. J. Limits of the Web log analysis artifacts // Workshop on logging traces of Web activity, WWW [9] Buzikashvili N. Original and normalized Web log metrics as functions of controllable variables of log study // LA-Web ｯ07, IEEE, 2007 (to appear). [20] Chen H., Dhar V. Online query refinement on information retrieval systems: A process model of searcher/system interactions // 3th SIGIR, ｨC32. [2] Fidel R. Moves in online searching // Online Review. 9() (985) ｨC74. [22] Pei I., Han I., Wang W. Mining sequential pattern with constraints in large databases // CIKM ｯ02, ｨC25. [23] Rieh S. Y., Xie H. Analysis of multiple query reformulations on the web: The interactive information retrieval context. Inf. Proc.&Manag., 42, ｨC768. [24] Srikant R., Agrawal R. Mining sequential patterns: Generalization and performance improvements // IBM Research Report [25] Vakkari P. ecognition and changes of search terms and tactics during task performance // RIAO ｯ ｨC 907. [26] Wildemuth B., Jacob E., Fullington A., de Blieck R., Friedman C. A detailed analysis of end-user search behaviors // 54th ASIS Annual Meeting ｨC32. Automatic structuring and analysis of Web searcher behavior Nikolai Buzikashvili The study bases on the concept of non-linear logical search structure and different physical realizations of this structure in the search process. Non-linear dependencies among queries submitted by a searcher during temporal sessions are common. The findings of the study are: () a searcher frequently use branching search (a number of branching queries is about 5 %); (2) a number of branches is a little bigger than two, (3) a number of convergent queries is about 3 %; (4) the same search process frequently combines branching and convergence; (5) convergent query chains are small; (6) branching (non-convergent) chains are longer, (7) a convergent query is not modified later. A fraction of generalized (by exclusion of terms) queries and a fraction of narrowed (by addition of terms) queries are considered. (8) The ratio of narrowed and generalized queries is equal to 4: for linear query modification and branching whilst the ration is equal to 20: for convergent queries. (9) a fraction of convergent queries which are precise unions of combined queries is bigger than 0% of all convergent queries. 36

37 ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨ 09ｨｨ05ｨｹ ｨｨ ｨ ｨｬｨｮ ｨｨ ｨｨ ｨ ｨｬｨｨｨｪｨ 0000ｨｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨ 06ｨｰ02 ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨｰｨ ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｨ ｨ ｨｪ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 0706 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 Computer Science. 0209ｨｪ0609ｨｪ06ｨｦ ｨ 02ｨｪｨｪ0609ｨｰｨｹ06 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｰ0907 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ080602ｨｪｨｨ02 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ, ｨｨｨｪ0706ｨｴ ｨｮ0909ｨｺ ﾂｨｪ0402 ｨｨ ｨ ｨｪ ﾂｨｪ ｨｰｨ ｨｰｨｹｨｨ. 06ｨ ｨｺ ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｪｨｨ ｨｰ0607ｨｪｨｪ0602 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02 ﾂｨｨ0905ｨ ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ06 ｨｮ ﾂ02ｨｪ04ｨｬ ｨｪ06 06ｨｰ ｨｨ09ｨ ｨｰｨｹ ｨｪ ｨｨ ｨ ｨｪｨｨ07, ﾂｨｰ06ｨ ｨｰ0607ｨｪｨｪ06 ｨ 04ｨｰｨｹ 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 08ｨ 0409ｨｨｨｰｨｨ07 ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨ 0708ｨ ｨｪｨｨ ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ0402 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｰｨ ｨｺ0302 ｨｪ02 ｨｬ0600ｨｮｨｰ ｨ 09ｨｨｨｰｨｹ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｨ ｨｪ ｨｰｨ ｨｰ 00609ｨｰｨｮ07ｨ ｨｺ ｨｬ02ｨｪｨｪ04ｨｬ ｨｨ ｨ ｨｪｨｨ07ｨｬ. 04ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｮ05ｨｮ ﾂ03ｨｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｮ ﾂｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ: ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰ- ﾂ02ｨｰ0609, 03ｨｮ08ｨｪｨ 05ｨｹｨｪ040 09ｨｰｨ ｨｰ02ｨｦ, ｨｬｨ ｨｰ0208ｨｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ. 0502ｨｰｨｹ 06ｨｪｨｰ0208ｨｪ02ｨｰ 09ｨｰｨ 05ｨ ｨｪｨ ｨｨｨ ｨｨｨ 05ｨｹｨｪ06 04ｨｪｨ ﾂｨｨｨｬ04ｨｬ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ06ｨｬ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ0804: 06ｨｪｨ 00609ｨｰｨｮ07ｨｪｨ, 06009ｨ ｨｰ0409ｨ 02ｨｰ ｨｨ ｨ ｨｪｨｨ07 ｨｨ04 08ｨ 04ｨｪ040 09ｨｰ08ｨ ｨｪ, ｨｰｨ ｨｰ ｨ ｨ ｨｰ09ｨ 0706ｨｨ09ｨｺｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｹ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｪｨｨ0302, ﾂ02ｨｬ 04ｨ 08ｨｮｨ 0203ｨｪ ｨｰ ｨ ｨｪ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02ｨｬ ｨｮ 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｨ ｨ ｨｰ020502ｨｦ ｨｨ090302ｨｦ ｨｪｨｰ0208ｨｪ02ｨｰ-0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｺｨｮ05ｨｹｨｰｨｮ0804: , ｨｪｨ 0708ｨｨｨｬ0208, ｨｬｨｪ0600ｨｨ02 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｬ 09ｨｨ002 ｨｪｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 ｨ 09ｨｰ , ｨｨｨｨ ｨｺｨｨ02 ｨｨ ｨ ｨｰ0205ｨｨ 09020ｨｮｨｰ ｨｰｨ ｨｺｨｨ02 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ0402 ｨｨ ｨ ｨｰ0205ｨｨ ﾂｨｨｨｰｨ 06ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｨ 08ｨ 0409ｨｨ09ｨ ｨｰｨｹ ｨ ｨｰｨｮ07ｨｪ ｨ 08ｨｮｨ 0203ｨｪ0402 ｨｨ ｨ ｨｪｨｨ07, 0ｨ ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 08ｨ ｨ 06ｨｰ 09 ｨｰ06ｨｦ ｨ 05ｨ 09ｨｰｨｨ. 06ｨｰ06, ﾂ ｨｹ, 0708ｨｨ09060ｨｨｨｰ ｨｺ 0706ｨｰ ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 03ｨｺ0605, 09ｨｪｨｨ0302ｨｪｨｨ06 02ｨｨｨｰｨｨ08ｨｮ02ｨｬ0609ｨｰｨｨ 06ｨｰ02- ﾂ0209ｨｰ0902ｨｪｨｪ040 08ｨ ｨ 06ｨｰ. 020ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ｨｺｨｰｨｨ09ｨｪ ｨｺ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｰ ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｬ0603ｨｪ0609ｨｰｨｹ06 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 08ｨ ｨ 06ｨｰ. 00ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ ｨｰ0907 ｨｬ06ｨｴｨｪ04ｨｬ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ06ｨｬ 0706ｨｨ09ｨｺｨ [4,4], ｨｴｨｨｨｬ. ｨC 06ｨｰ ｨｨ09ｨ ｨｰｨｹ 0904ｨ ｨｨｨｬ ｨｹ ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ; ｨC ｨｪ07ｨｰｨｹ, ｨｺｨ ｨｺｨｨ ｨｰｨｹ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ, 08ｨ 0409ｨｨ09ｨ 06ｨｴｨｨ02 ｨｰｨｮ ｨｨ05ｨｨ ｨｨｨｪｨｮ06 ｨｪｨ ｨｮ ﾂｨｪｨｮ06 08ｨ ｨ 06ｨｰｨｮ; ｨC ｨｪ07ｨｰｨｹ, ｨｺｨ ｨｺｨｨ ｨｰｨｹ 08ｨ ｨｪ ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪｨｪ ｨ ｨ 06ｨｰ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬ02; ｨC ｨｪ07ｨｰｨｹ, 09 ｨｺｨ ｨｺ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 02ｨｨｨｰｨｨ08ｨｮ02ｨｰ ｨ ｨ 06ｨｰｨ, ｨｪｨ 0708ｨｨｨｬ0208, 05ｨｰ06 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｺ08ｨｨｨｰｨｨｨｺｨ 08ｨ ｨ 06ｨｰ04, ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 08ｨ ｨ 06ｨｰ04, 08ｨ 0409ｨｨｨｰｨｨ02 08ｨ ｨ 06ｨｰ04 ｨｨ ｨｰ. 07.; ｨC ｨｪｨ 0060ｨｨｨｰｨｹ ｨｬｨ 0506ｨｨ ｨｰｨｪ ｨ ｨ 06ｨｰ04, 0607ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪｨｪ0402 ｨｪ ｨｪ0609ｨｪ040 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 03ｨｮ08ｨｪｨ 05ｨ 0, ｨ 09 ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ 0 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ, ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰ ﾂ02ｨｰｨ 0; ｨC 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｺ08ｨ ｨｰｨｨｨｰｨｹ ｨｬ07 ｨｪｨ 07060ｨ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ ｨｰｨ ｨｪｨｨｨｨ 06ｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ. 00ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ09 ｨｰｨ ｨｺ ｨｰ ｨ ｨｴ020708ｨｨ04ｨｪｨ ｨｪｨｪ04ｨｬ ｨｰ0906ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 00207ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, ｨｴｨｨｨｦ ｨｪｨｨ09ｨ ｨｰｨｹ 09ｨｺ05ｨ 0 06ｨｰ00205ｨｹｨｪ040 08ｨ ｨ 06ｨｰ, 06ｨｰ00205ｨｹｨｪ040 ｨｮ ﾂ02ｨｪ040, ｨｪｨ ｨｮ ﾂｨｪ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ, 0008ｨ ｨｪｨｰ060ｨ ｨｰ020502ｨｦ [9, 0] ｨｰ080602ｨｪｨｨ02 ｨｨ ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 09 02ｨｨｨｰｨ ｨｰｨｪ04ｨｬ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ02ｨｬ 0908ｨｮ ﾂｨｪｨｮ06 06 ﾂ02ｨｪｨｹ ｨｰ08ｨｮ00602ｨｬｨｺ06: 0708ｨｨ0060ｨｨｨｰ ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｪ060904ｨｬｨｨ 09ｨｰｨ ｨｰｨｹ07ｨｬｨｨ, ｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ ｨｨ04 09ｨｰｨ ｨｰ02ｨｦ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ ｨｰ080602ｨｪｨｨ07 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨ ｨ 06ｨｰ02 [9] ｨ ｨｪ ｨｪ060904ｨｦ , ｨｴｨｨｨｦ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｪｨ ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ, ｨｰｨ ｨｺ ｨｨ ｨｰ080602ｨｪｨｨ07 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ ｨ ｨｪｨ ｨｪ02ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｨ ｨｨｨｰ ｨｬ06ｨｴｨｹ ｨｨ09ｨｺｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ｨｺ06ｨｰ ｨ ｨｪ0202 ｨｮ0302 ｨ 0405ｨｨ 08ｨ 04ｨｬ02ｨｴ02ｨｪ ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｰｨ ｨｰ02ｨｦ ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨ 09ｨｰ ｨｨ05ｨｨ 09 09ｨ ｨｦｨｰ0609 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ ｨｰ080602ｨｪｨｨ07 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｰ020ｨｪ ｨｨ07 Autonomous Citation Indexing, 09 ｨｺ06ｨｰ060806ｨｦ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｪ ﾂｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｹｨｨ, ｨｰｨ ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ02 Postscript (PS), ｨｪ0609ｨｰｨｹ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｨｨｬ02 ｨｨ ｨｺｨ 06ｨｰ0907 ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ0402 (ｨ 09ｨｰ060804, 04ｨ ｨｺ ｨｨ ｨｰ. 0.) ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ ｨｨ 09ｨｰ0806ｨｨｨｰ ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ02 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 09ｨｪｨｨ03ｨ 02ｨｰ0907 ｨｰ08ｨｮ00602ｨｬｨｺ0609ｨｰｨｹ ｨｪｨ ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ. 0ｨ 0609ｨｪ ｨｰ ｨ ｨｰ080602ｨｪｨ 03ｨｨ0806ｨｺ06 ｨｨ ｨｰｨｪｨ 07 ｨ ｨｪ ﾂｨｪｨ 07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ CiteSeer.IST [5] 0706 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 Computer Science ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｪｨ 0609ｨｪ ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ ｨｺｨｰｨ CiteSeer.IST ｨ 0405ｨ ｨ ｨｪｨ 09ｨｨ09ｨｰ02ｨｬｨ, ｨｴｨ ｨ ｨｪｨｨｨｰｨｹ ｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ0402, ｨｨ ｨ ｨｪ ﾂｨｪ ｨｰｨ ｨｰｨｹｨｨ, ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 09ｨｰ0806ｨｨｨｰｨｹ 0706 ｨｪｨｨｨｬ 06ｨ ｨｴｨｨｨｦ 02ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ09. 0ｨ 0609ｨｪ ｨｰ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨ ｨｰ080602ｨｪ ｨｰ06ｨｰｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｨ ｨ ｨｪ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 0706 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 Computer 37

38 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ Science. 0ｨ ｨｪ02ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 0609ｨｪ0609ｨ ｨｪ06 ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ ｨｨ0 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ ｨ ｨｪｨｪｨ 07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｨｰｨ ｨｰ ｨｮ06ｨｴｨｨ ｨｪ0609ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｨ: ｨC ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｨ ﾂ02ｨｪｨｨ02 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ ｨｬ02ｨｴｨ 02ｨｬ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｮ ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ; ｨC ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ080602ｨｪｨｨ02 020ｨｨｨｪ ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｮ0909ｨｺ ﾂｨｪ04ｨｬ ｨｨ ｨ ｨｪ ﾂｨｪ04ｨｬ 09ｨｰｨ ｨｰｨｹ07ｨｬ; ｨC 0706ｨｨ09ｨｺ 09 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ02 ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｬ06ｨｴｨｹ06 ｨｺ0506- ﾂ , ｨｪ06 ｨｨ ｨｬ06ｨｴｨｹ06 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｺｨ ｨｬ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｬ02030ｨｮ 08ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ ｨｨ ｨ ｨｪ ﾂｨｪ04ｨｬｨｨ 09ｨｰｨ ｨｰｨｹ07ｨｬｨｨ; ｨC 0706ｨｨ09ｨｺ ｨ 05ｨｨ04ｨｺｨｨ ｨ ｨｪｨｨ06 08ｨ ｨ 06ｨｰ ｨｪｨ 0609ｨｪ ｨｰ02ｨｺ09ｨｰ ｨ ｨｪｨｨ07 ｨｨ 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ; ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬ02ｨｴ02ｨｪｨｨ07 09ｨｰｨ ｨｰ02ｨｦ 07ｨｮｨｰ02ｨｬ ｨｮｨｺｨ 04ｨ ｨｪｨｨ07 ｨ ｨ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｪｨ ｨｺ06ｨｰ060806ｨｦ 08ｨ 04ｨｬ02ｨｴ02ｨｪ ｨｺｨｨ ｨｪｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ; ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨｮ ﾂｨｪ06ｨｦ ｨｺ ｨｺｨｰｨｨ080609ｨｺｨｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06 ｨｨ ﾂ02ｨｪｨｪ040 ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ ｨ ｨｺ ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｬ0603ｨｪ ｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｪ02ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 07ｨｮｨｰ02ｨｬ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09 08ｨｮ0909ｨｺ ﾂｨｪ06ｨｬ ｨｬ02ｨｪｨｰ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ (04ｨｮｨｪ02ｨｰ) ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨｪｨ ｨｺ ｨｪｨｨ06 ｨｨ 06ｨ ﾂ02ｨｪｨｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｨ ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 00 0ｨ ｨｪｨｪ06ｨｬ 08ｨ ｨｪｨ 0609ｨｪ ｨ ｨ 06ｨｰ04 [] ｨｺ08ｨ ｨｰｨｺ ｨｨ09ｨ ｨｪ ｨｪ0609ｨｪ ｨ 08ｨｮｨ 0203ｨｪ0402 ｨｨ 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ ｨｺ ｨｪｨ ｨｺ ｨｪｨｨ06 ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪｨ 0708ｨｨｨｬ ｨ 05ｨ 09ｨｰｨｨ Computer Science, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｪ0609ｨｪ0402 ｨｰ02ｨｪ002ｨｪ02ｨｨｨｨ ｨｨｨｨ 05ｨｰｨｨ ｨｪｨ 0708ｨ ｨｪｨｨ ｨｰｨ ｨｪ06 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｬｨｨ ｨｺｨｰ0806ｨｪｨｪ04ｨｬｨｨ ｨ 080ｨｨ09ｨ ｨｬｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, CORR [6], ｨｺ06ｨｰ ｨｪ0706ｨｰ ｨ ｨｬｨｨｨｬｨｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ, ｨｮ ﾂ02ｨ ｨｪ04ｨｬｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ07ｨｬｨｨ ｨｨ ｨｰ ｨｰｨ ｨｺｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ 0 (0609) ｨ ｨ ｨｰｨｪ ｨｰｨ ｨｰ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 09ｨｰｨ ｨｰ02ｨｦ ｨｨ ｨｬ0603ｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ 0706 ｨｺ0506 ﾂ020904ｨｬ ｨ ｨｬ. 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨｨｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ 05ｨｰ ｨｪｨ 0708ｨ ｨｪｨｨ07 ｨC ｨｨ06ｨｪｨ 05ｨｹｨｪ040 ｨ ｨｨｨ 02ｨｨｨｦ, ｨｪｨ 0708ｨｨｨｬ0208, ACM Digital Library [3] ｨｨ IEEE Computer Society Digital Library [8] ｨｨ006ｨｦ 05ｨｰｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ040 ｨ ｨｨｨ 02ｨｨｨｦ ｨｨｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨ 08ｨｮｨ 0203ｨｪ040 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ 0706 Computer Science, ｨ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 09ｨｰｨ ｨｰ02ｨｦ 08ｨ ｨｰ08ｨ ｨｪ0706ｨｰ0907 ｨｪｨ ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ06ｨｦ 0609ｨｪ ｨｰ060804ｨｬ ｨｪｨ 0708ｨ ｨｪｨｨ02ｨｬ ｨｰ0907 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ- ﾂ0209ｨｺｨｨ02 ｨ ｨ ｨ ｨｪｨｪ040, ｨｪｨ 0708ｨｨｨｬ0208, 03ｨｨ0806ｨｺ06 ｨｨ ｨｰｨｪｨ 07 Science Citation Index [9], ｨ ｨｴｨ 07 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｨ09ｨ ｨｪｨｨ07 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｨ 02ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ09. SCI 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨ ｨｪｨ ｨｰｨ ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ, ｨｨ ｨｪ ｨｨｨｰ ｨｰ02ｨｺ09ｨｰ04 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｹｨｨｨｬ ｨｬ ｨｰ ｨｰ080602ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ 07ｨｮｨｰ02ｨｬ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｨ 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07. 0ｨ 0609ｨｪ ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ ｨｰ080602ｨｪ CiteSeer.IST ｨｨ Rexa [8]. 02ｨｪｨｨ ｨ ｨ ｨｰｨｪ ｨｰｨ ｨｰ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 09ｨｰｨ ｨｰ02ｨｦ, ｨ 060ｨｪ ｨｰｨｮ07ｨｪ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｨ 06ｨ ﾂｨｨ09ｨ 06ｨｰ 0706ｨｨ09ｨｺ ｨｬ06ｨｴｨｹ06 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｨｨｦ ｨｨ ｨｹ04ｨｮ02ｨｰ Google Scolar. 00ｨ 03ｨｪ06ｨｦ ｨｰ02ｨｪ002ｨｪ02ｨｨ02ｨｦ 08ｨ 0409ｨｨｨｰｨｨ07 04ｨ 08ｨｮｨ 0203ｨｪ ｨｰ ｨｺ06ｨｬｨｬ020802ｨｨｨ 05ｨｨ04ｨ 02ｨｨ07, ｨｪｨ 0708ｨ ｨｪｨｪｨ 07 ｨｪｨ ｨｪｨｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 09ｨｰｨ ｨｰ02ｨｦ ｨ ｨｪｨｨ02 [4] 0706ｨｺｨ 04ｨ 0506, ﾂｨｰ06 09ｨｰｨ ｨｰｨｹｨｨ ｨ ｨ ｨｰｨｪ ｨｰｨｮ07ｨｪ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ﾂｨ ｨｴ02 02ｨｨｨｰｨｨ08ｨｮ06ｨｰ ｨ ｨｲ02ｨｬｨｮ ｨ ｨ ｨｰｨｪ ｨ 05ｨｨ04ｨｺｨｨ ｨｺ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｨｬ ACM ｨｨ IEEE [7]. 04ｨ 0409ｨｨｨｰｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ ｨｨｨｨ 0906 ｨｬｨｪ060006ｨｬ ｨｰ ｨｰ 04ｨ 08ｨｮｨ 0203ｨｪ04ｨｦ ｨｰ 09 04ｨ ｨｬ02ｨｰｨｪ04ｨｬ 06ｨｰ09ｨｰｨ 09ｨ ｨｪｨｨ02ｨｬ ( ｨ ｨｪ ｨ ｨｪｨ CORR ｨC 06ｨｰｨｺ0804ｨｰ04ｨｦ ｨｺｨｰ0806ｨｪｨｪ04ｨｦ ｨ 080ｨｨ09 OREL 0708ｨｨ 04009, 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨ ｨｪｨｨ02 ｨ 05ｨ ｨ SCI ｨC ｨｨｨｦ09ｨｺ ｨｨｨｪ002ｨｺ09ｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07). 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨｨｨｨ ｨｪｨ ｨｺ0607ｨｨ050609ｨｹ ｨｮ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ, 00609ｨｰｨｮ07ｨｪ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, 06ｨｰｨｺｨｮ0ｨ ｨｬ0603ｨｪ ｨ ｨｰｨｹ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｰ080602ｨｪｨｨ , ｨｰ080602ｨｪｨｪ06ｨｦ 0706 ｨ ｨｪｨ ｨｨｨｨ 09 CiteSeer ｨｨ00ｨｨｨｺｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｨ00ｨｨｨｺｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨ 09ｨｪ02ｨｪｨｨ06 09 ｨ ｨｪ ﾂｨｪ04ｨｬｨｨ ｨｰ06ｨｨｨｰ ｨｮ06ｨｴ02ｨｬ: ｨC 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨ ｨｪ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ, 09 ｨｺ06ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 06ｨ ｨｴ020708ｨｨｨｪ07ｨｰ0402 ｨｪ0608ｨｬ04 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｬ0502ｨｪｨｨ07 09ｨｰｨ ｨｰｨｹｨｨ, ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｪ02ｨｰ ｨｰｨ ｨｺｨｨ0 ｨｪ0608ｨｬ, ｨｨ ｨ 09ｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ08ｨｮ06ｨｰ ｨｨ ｨｬ050706ｨｰ 09ｨｰｨ ｨｰｨｹｨｨ 08ｨｮｨｺ ｨｰ09ｨｮ0709ｨｹ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｨｨｬｨｨ ｨ ｨｪｨｨ07ｨｬｨｨ (ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07 08ｨ 04ｨｪ040 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ ｨｨ 03ｨｮ08ｨｪｨ ｨｰｨ ｨｺ ﾂ02ｨｪｨｹ 09ｨｨ05ｨｹｨｪ06 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ0907); ｨC 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨ ｨｪ0005ｨｨｨｦ09ｨｺ ｨｺｨ, ｨ ｨｰｨ ｨｰｨｹｨｨ ｨｨｨｬ0206ｨｰ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ0402 ｨｪｨ 0409ｨ ｨｪｨｨ07 (Abstract, Introduction ｨｨ ｨｰ. 07.) 09 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨ 0605ｨｹ ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨ ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07 060ｨｪｨｨ0 ｨｨ ｨｰ ｨ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ0605ｨｹｨｺ06 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ07 ｨｬ060302ｨｰ ｨｪｨ ｨ ｨｰｨｹ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ 03, ｨｺｨｨ03, 00ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ03, ｨｨ0906ｨｺ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ ｨｰ. 07.); ｨC ｨｨｨｨ 02ｨｴ02 ｨｪ ｨｨ050609ｨｹ 06ｨｪｨｰ0208ｨｪ02ｨｰ-0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｺｨｮ05ｨｹｨｰｨｮ0804 ｨｺ06000ｨ ｨｺｨ 03004ｨｦ ｨｮ ﾂ02ｨｪ04ｨｦ ｨｰ ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ ﾂｨｺｨｮ 09 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ07ｨｬｨｨ; ｨC ｨｨｨｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｰｨ ｨｰｨｹｨｨ ﾂｨ 09ｨｰ06 08ｨ 04ｨｬ02ｨｴｨ 06ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ 09 08ｨ 0405ｨｨ ﾂｨｪ ｨｬｨ ｨｰｨ 0, ｨｪｨ 0708ｨｨｨｬ0208, Word, PDF, PS, HTML, ｨｰ06000ｨ ｨｺｨ ｨｺ 04ｨ 08ｨｮｨ 0203ｨｪ ｨｰｨ ｨｰｨｹｨｨ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ06 08ｨ 04ｨｬ02ｨｴｨ 06ｨｰ PS ｨｨ PDF ｨｨ09ｨｰ02ｨｬｨ ｨ ｨｪ02ｨｪｨｨ07 ｨｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｪ ｨｰ080602ｨｪｨｪ06ｨｦ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｨｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 008ｨ ｨｪ02ｨｪｨｨ07 ｨｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ, ｨ ｨｪｨｪｨ 07 ｨｪｨ 0609ｨｪ CiteSeer. 04ｨ ｨ 06ｨｰｨ 09ｨｨ09ｨｰ02ｨｬ ｨｨ ﾂ0209ｨｺｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 08ｨ ｨｪｨ ｨｪｨ 009ｨ 0609ｨｪ0609ｨｪ040 02ｨｨｨｺ05ｨ : 006ｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬｨｮ ｨｨ 0706ｨｨ09ｨｺ 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬ ｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬｨｮ ｨｨ090060ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨC 09ｨｰｨ ｨｰｨｹｨｨ 09 09ｨｨ09ｨｰ02ｨｬｨｮ 0706ｨｬ02ｨｴｨ 06ｨｰ ｨｮｨｬ ｨｬ0603ｨｪ04ｨｬｨｨ 07ｨｮｨｰ07ｨｬｨｨ: ﾂ web-ｨｨｨｪｨｰ ｨｦ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬ02ｨｴ02ｨｪｨｨ07 09ｨｰｨ ｨｰ02ｨｦ, ﾂ ｨｨ09ｨｰ02ｨｬｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨ 09ｨｰｨ ｨｰ02ｨｦ; ｨC ｨｨ ｨｬ02ｨｴ02ｨｪｨｪ ｨｨ09ｨｰ02ｨｬｨｮ 09ｨｰｨ ｨｰ02ｨｦ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ ｨｺｨ 06ｨｰ0907 ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ0402 ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ; ｨC ｨｨ ﾂ02ｨｪｨｪｨ 07 ｨｨ04 09ｨｰｨ ｨｰｨｹｨｨ ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 04ｨ ｨｪ0609ｨｨｨｰ ｨｨ06ｨｪｨｪｨｮ06 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040; 38

39 ｨ 09ｨｨ05ｨｹ0209, ｨ ｨｬｨｮ090209, 02. 0ｨ ｨｬｨｨｨｪｨ, ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨC ｨｺｨ 03006ｨｦ 0706ｨｬ02ｨｴｨ 02ｨｬ06ｨｦ 09 09ｨｨ09ｨｰ02ｨｬｨｮ 09ｨｰｨ ｨｰｨｹｨｨ ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ ｨｨ ｨｨｨｰ ｨｪｨｨ02, ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 05ｨｨ 05ｨｰｨ ｨｺｨ ｨｮ0302 ｨｨｨｬ0206ｨｴ02ｨｦ ｨｰｨ ｨｰｨｹ02 ｨｨ05ｨｨ ｨｪ02ｨｰ, ｨｨ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ, ｨｰ06 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 04ｨ ｨｪ0609ｨｨｨｰ0907 ｨｪ0609ｨ 07 04ｨ 07ｨｨ09ｨｹ, ｨ ｨｴｨ 07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｨ ﾂ02ｨｪｨｪｨｮ06 ｨｨ04 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ; ｨC ｨｨ ｨｨｨｰ ｨ ｨｪ ｨｪｨｨ02 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ; ｨC ｨｨ ｨｨｨｰ ｨ ｨｪ ｨｪｨｨ02 ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨ 0706ｨｨ09ｨｺ ｨｬ060ｨｮ0507; ｨC ｨｨ ｨｨｨｰ ｨ ｨｪ ｨｪｨｨ ｨｪ06ｨｺ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ09ｨｺ 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬ ｨｮｨｴ0209ｨｰ ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨC ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｰ0906ｨｬ web-ｨｨｨｪｨｰ ｨｦ09ｨ ｨｬｨｮ05ｨｨ08ｨｮ02ｨｰ 04ｨ ｨｺ 09ｨｨ09ｨｰ02ｨｬ ｨｨ002 ｨｪｨ ｨ 0608ｨ ｨｺ0506 ﾂ ｨｹ ｨｨ09ｨｺｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ05ｨｨ 02ｨｨｨｰｨ ｨｰ04; ｨC 0706ｨｨ09ｨｺ060904ｨｦ ｨｬ060ｨｮ05ｨｹ ｨ ｨｴｨ 02ｨｰ 06ｨｰ090608ｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 (ｨｨ05ｨｨ 02ｨｨｨｰｨ ｨｰ); ｨC ｨｺ02 ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 09040ｨ 02ｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 09ｨｰｨ ｨｰｨｹ02, 09ｨｺ0506 ﾂｨ 06ｨｴ02ｨｦ ｨ 07 04ｨ ｨｺ 09ｨｰｨ ｨｰｨｹｨｨ, 0907ｨｨ0906ｨｺ ｨ 09ｨｰ , ｨｨ040ｨ ｨｪｨｨ07, ﾂｨ 09ｨｰ06ｨｰｨｮ 02ｨｨｨｰｨｨ08ｨｮ02ｨｬ0609ｨｰｨｨ, ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ, 06ｨｰｨｺｨｮ0ｨ ｨ 0405ｨ ｨｮ ﾂ02ｨｪｨ 09ｨｰｨ ｨｰｨｹ07, ｨｺｨｮ ｨｪｨ 0506ｨｺｨ 05ｨｹｨｪｨｮ06 ｨｺ0607ｨｨ06 09ｨｰｨ ｨｰｨｹｨｨ, ｨｪｨ ﾂｨ 0506 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ, 0708ｨｨｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ, 09 ｨｺ06ｨｰ ｨｨｨｰｨｨ08ｨｮ02ｨｰ0907 0ｨ ｨｪｨｪｨ 07 09ｨｰｨ ｨｰｨｹ07. ｨC ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ ｨｬ02ｨｴｨ ｨｰｨｹ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｺｨ ｨｬ ｨｬ02030ｨｮ ｨｬｨｨ 09ｨｰｨ ｨｰｨｹ07ｨｬｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ06ｨｰ0802ｨｰｨｹ 09ｨｰｨ ｨｰｨｹｨｨ, 02ｨｨｨｰｨｨ08ｨｮ06ｨｴｨｨ02 04ｨ 0ｨ ｨｪｨｪｨｮ06, ｨｬ06ｨｰ0802ｨｰｨｹ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ, 09 ｨｺ06ｨｰ060806ｨｬ 02ｨｨｨｰｨｨ08ｨｮ02ｨｰ ｨｰｨ ｨｰｨｹ07 ｨｨｨｰ ｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬｨｮ 0206ｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬｨｮ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｨｨｬ02 ﾂ web-ｨｨｨｪｨｰ ｨｦ09, 09 ｨｺ06ｨｰ060806ｨｬ ｨｹ040609ｨ ｨｰ0205ｨｹ 04ｨ 0ｨ 02ｨｰ URL 09ｨｰ08ｨ ｨｪｨｨ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ07ｨｬｨｨ (ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｰ08ｨ ｨｪｨｨ ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ ｨｬｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ ｨｨ05ｨｨ ｨｪｨ 05ｨｹｨｪ06ｨｦ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204). 05ｨｨ09ｨｰ02ｨｬｨ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ ﾂ02ｨｪｨｨ ｨｺ ｨｪｨ PDF-006ｨｺｨｮｨｬ02ｨｪｨｰ04, 09ｨｺｨ ﾂｨｨ09ｨ 02ｨｰ 09ｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ 0704ｨｰｨ 02ｨｰ ｨ 08ｨ ｨ ｨｰｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ0602 ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｪｨｨ ｨｬ06ｨｴｨｹ06 ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰｨ ｨ ｨｬｨｬ04 pdftotext ｨｨ ｨｺｨｰｨ xpdf [22] ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｰ ｨ ｨｪｨｨｨｰｨｹ 09 ｨｰ02ｨｺ09ｨｰ060906ｨｬ 00ｨ ｨｦ ｨｪｨｨｨｰ0205ｨｹｨｪｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 06ｨ 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ070 09ｨｰ0806ｨｺ, ｨ ｨ 04ｨ (ｨｰ06 ﾂｨｪ ｨｰ09ｨｰｨｮ07ｨ 0 06ｨｰ ｨｺ08ｨ 07), ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ 08ｨ 04ｨｬ0208ｨ 0308ｨｨ00ｨｰｨ ｨｰ080602ｨｪｨｪ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｰｨ ｨｪｨｨ07 09ｨｰｨ ｨｰｨｹｨｨ 0609ｨｮｨｴ0209ｨｰ ｨｰ0907 ｨｨ ﾂ02ｨｪｨｨ02 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (ｨ 09ｨｰ060804, 04ｨ ｨｺ, ｨｨ040ｨ ｨｪｨｨ07 ｨｨ ｨｰ. 0.) ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ (ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨ ｨｺｨ 08ｨ 04ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｪｨ ｨ 09ｨｰ , 04ｨ ｨｺ, ｨｨ040ｨ ｨｪｨｨ07 ｨｨ ｨｰｨ 05ｨｹｨｪ0602) ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴ02ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ04ｨｦ 09 08ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ ｨｺｨｰｨ ｨ ｨｨｨｰｨｬ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨｨｦ ﾂ02ｨｪｨｨ02 04ｨ ｨｺｨ ｨｨ ｨ 09ｨｰ ｨｰｨ ｨｰｨｹｨｨ, ｨｨ090060ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｺｨ 02ｨｰ0907 ｨｰ02ｨｺ09ｨｰ ｨｰ09ｨｮ06ｨｴｨｨｨｦ 08ｨ ｨｮ ｨｪｨｨ0203 ｨｨ05ｨｨ 0008ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｨ ｨｰｨ ｨｺ ｨ ｨ ｨｪｨ ｨｦ002ｨｪ06 ｨｪ02 ｨ , ｨ 0208ｨｮｨｰ ｨｨｨｬ ｨｰｨｨ 09ｨｰ0806ｨｺｨ 0 ｨｨ ﾂ02ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｴ02ｨｰ ｨｰ0806ｨｺｨ ｨ 07 ｨｪｨ 0907ｨｨ0906ｨｺ ｨ 09ｨｰ ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ ｨ 0506ｨｪ04 ｨｨｨｬ02ｨｪ, ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ02 08ｨ 0405ｨｨ ﾂｨｪ ｨ 04 ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ ｨ ｨｬ0603ｨｪ06 009ｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ : ｨ ) 0907ｨｨ0906ｨｺ ｨ 09ｨｰ ｨ 0405 ｨｪｨ ｨｦ002ｨｪ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｨ04 09ｨｰ0806ｨｺ, 08ｨ ｨｪｨｪ040 ｨｪ ｨｰ0902ｨｪｨｪ ｨｨ05ｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｨ09ｨｺｨ, 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｰｨ, ｨｺ06ｨｰ060806ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨ 0605ｨｹ03ｨｨｨｦ 08ｨ 04ｨｬ ｨｨ00ｨｰｨ. 0004ｨ 08ｨ ｨｪｨｪｨ 07 09ｨｰ0806ｨｺｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｬ0603ｨｪ ｨ ｨｺｨ ｨｪｨ 03ｨ ; ｨ ) 0907ｨｨ0906ｨｺ ｨ 09ｨｰ ｨｪｨ ｨｦ002ｨｪ ｨｪ02 ｨ ｨ ｨｰｨｨ 09ｨｰ0806ｨｺｨ 0 ｨｨ ﾂ02ｨｪｨｪ ｨｪｨ ｨｬ 03ｨ 0002 ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｴ02ｨｰ ｨｰ0806ｨｺｨ, ｨｺ06ｨｰ060806ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ 08ｨ 04ｨｬ ｨｨ00ｨｰｨ. 0004ｨ 08ｨ ｨｪｨｪｨ 07 09ｨｰ0806ｨｺｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｬ0603ｨｪ ｨ ｨｺｨ ｨｪｨ 03ｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨ ｨｪ02ｨｪ06 060ｨｪ06 ｨｨ ｨｮ06ｨｴｨｨ0 ｨｮ ｨｨｨｦ: ｨ ) 0904ｨ 08ｨ ｨｪｨｪｨ 07 09ｨｰ0806ｨｺｨ ｨｪｨ ｨｺｨ ｨｺ ｨｪｨ 0409ｨ ｨｪｨｨ02 03ｨｮ08ｨｪｨ 05ｨ, ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ, ｨｨｨｪ09ｨｰｨｨｨｰｨｮｨｰｨ, ｨｨ040ｨ ｨｰ0205ｨｹ09ｨｰ09ｨ ｨｨ ｨｰ ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ ｨｪｨｪ04ｨｦ 0908ｨｮ ﾂｨｪｨｮ ｨｨ0906ｨｺ ｨｺ0506 ﾂ : 00ｨｬｨ ｨｰ0208ｨｨｨ 0504 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ03, 00ｨｰ08ｨｮ004 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ03, 00ｨｪｨ ｨｮ ﾂｨｪ04ｨｦ 03ｨｮ08ｨｪｨ 0503, 00ｨｨ040ｨ ｨｰ0205ｨｹ09ｨｰ090603, 0009ｨ 0608ｨｪｨｨｨｺ ｨｰ08ｨｮ ｨｨ ｨｰ. 0.; ｨ ) 005ｨｨｨｪｨ 0904ｨ 08ｨ ｨｪｨｪ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨ 02ｨｰ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪｨｮ06 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨｮ06 005ｨｨｨｪｨｮ 04ｨ ｨｺｨ (200 09ｨｨｨｬ ); 09) 005ｨｨｨｪｨ 0904ｨ 08ｨ ｨｪｨｪ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｬ02ｨｪｨｹ0302 ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ06ｨｦ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 005ｨｨｨｪ04 04ｨ ｨｺｨ (5 09ｨｨｨｬ ); 00) 09ｨｰ0806ｨｺｨ ｨｮ0ｨ ｨｰ0907 ｨｨ 0706ｨｨ09ｨｺ ｨｨ090060ｨｨｨｰ 09ｨｪ0609ｨ ( ｨｺ 07ｨｮｨｪｨｺｨｰｨｮ 3). 5. 0ｨ 0ｨ ｨｪｨｪ06ｨｬ 05ｨｰｨ ｨｬ0603ｨｪ ｨｮ06ｨｴｨｨ02 09ｨ 08ｨｨｨ ｨｪｨｰ04: ｨ ) 04ｨ ｨｺ 09ｨｰｨ ｨｰｨｹｨｨ ｨｪ02 ｨ 0405 ｨｪｨ ｨｦ002ｨｪ, ｨｰ.02. ｨｪｨｨ 060ｨｪｨ ｨｨ04 09ｨｰ0806ｨｺ ｨｪ ｨ ｨｺｨｮ: ｨｺ 03ｨ 00ｨｮ 6; ｨ ) 04ｨ ｨｺ ｨ 0405 ｨｪｨ ｨｦ002ｨｪ, ｨｪ ｨｨ0906ｨｺ ｨ 09ｨｰ ｨｪｨ ｨｦ002ｨｪ ｨｪ02 ｨ 0405: ｨｨ090060ｨｨｨｰ ｨｰｨｺｨ ｨｮ00ｨ 0ｨ ｨｰｨｹ ｨｨｨｬ07 ｨ 09ｨｰ0608ｨ 09 ｨｰ02ｨｺ09ｨｰ02, ｨｺ06ｨｰ060804ｨｦ ｨｮ02ｨｰ 04ｨ 04ｨ ｨｺ06ｨｬ ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨ0906ｨｺ , ｨｺ06ｨｰ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨｬ 09 ｨｨｨｬ02ｨｪ02ｨｬ ｨ 09ｨｰ0608ｨ 09 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰｨｹ070 (0000ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰ03, 00ｨｨｨｪ09ｨｰｨｨｨｰｨｮｨｰ03, 0005ｨ ｨ 0608ｨ ｨｰ0608ｨｨ0703 ｨｨ ｨｰ. 0.) ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨ 0907ｨｨ0906ｨｺ ｨ 09ｨｰ ｨ 0405 ｨｪｨ ｨｦ002ｨｪ, ｨｨ090060ｨｨｨｰ ｨ 04ｨ 0608 ｨｨ ｨｨ ﾂ02ｨｪｨｨ02 ｨｨｨｬ02ｨｪｨｨ ｨｺｨ ｨ 09ｨｰ0608ｨ ｨｨ ﾂ02ｨｪｨｨ07 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ 09 ｨｰ02ｨｺ09ｨｰ02 ｨｨｨｴ02ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 08ｨ ｨｨ ｨｰｨ ｨｺ ｨ ｨ ｨｪｨ ｨｦ002ｨｪ06 ｨｪ02 ｨ , ｨｰ06 ｨ 0208ｨｮｨｰ ｨｨｨｬ ｨｪｨｨ ｨｨ 04ｨ ｨｺ ｨｪｨｨ0203 ｨｰｨ ｨｺ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ, ｨｰ06, 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ 0904ｨ ｨｨ08ｨ 06ｨｰ ｨｰ0806ｨｺｨｨ ｨｰ02ｨｺ09ｨｰｨ ﾂ02ｨｪｨｨ ｨｨ09ｨｺｨ ｨｨ ｨｹ040609ｨ ｨｪｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ090060ｨｨｨｰ ｨｮ06ｨｴ02ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ: ｨｰ02ｨｺ09ｨｰｨ 09ｨｰｨ ｨｰｨｹｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ06 ｨｺ0506 ﾂ020904ｨｬ ｨ ｨｬ (000507ｨｨ0906ｨｺ 05ｨｨｨｰ0208ｨ ｨｰｨｮ080403, 0009ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ0703, ｨｰ06 ﾂｨｪｨｨｨｺｨｨ03 ｨｨ ｨｰ. 0.) ｨｨ ｨｺｨ 02ｨｰ ｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 0907ｨｨ09ｨｺｨｮ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ ｨｰｨ ｨｺ ｨ ｨ ｨｪｨ ｨｦ002ｨｪ06 ｨｪ02 ｨ , ｨｰ ｨｨ ﾂ02ｨｪｨｨ07 04ｨ ｨ 02ｨｰ ｨｨ09ｨｺｨ 05ｨｨｨｰ0208ｨ ｨｰｨｮ0804 ｨｨ ｨｺｨ 06ｨｰ ｨｰ00205ｨｹｨｪ0402 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨｨｪ07ｨｰ ｨ 09ｨｨ05ｨ ｨｰｨ ｨｪｨｨ ｨｨ09ｨｺｨ : ｨｺ09ｨ 008ｨ ｨｰｨｪ ｨｺ06ｨ ｨｺｨｨ, ｨｪｨｮｨｬ0208ｨ 02ｨｨ07 ｨｨ ｨｰ

40 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｺｨ 03006ｨｦ ｨｺ02 ｨｨｨｴ02ｨｰ ｨｨ0906ｨｺ ｨ 09ｨｰ ( ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｨｨｬ02ｨｪｨ ｨ 09ｨｰ ｨｰ09ｨｮ06ｨｰ ｨｪｨ 0409ｨ ｨｪｨｨ06). 0306ｨｨ09ｨｺ ｨｨｨｬ02ｨｪ ｨｨ090060ｨｨｨｰ ｨｰ0906ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ040 03ｨ ｨ 0506ｨｪ0609, 09 ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｨｨｪｨｨ02ｨｨｨ 0504, ｨｰ06ｨｬｨｮ ｨ ﾂ02ｨｪｨｨ07 ｨｨ ﾂ02ｨｪｨｨ07, ｨｨ ｨｨｨｰ0907 ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｨｨｬ02ｨｪ ｨ 09ｨｰ ｨ ｨｬｨｨ05ｨｨ07 ｨｨ05ｨｨ ｨ ｨｬｨｨ05ｨｨ07, ｨ ｨ 09ｨｰ ﾂｨｨ ｨｰ0907 ﾂ ｨ 0707ｨｰｨｮ06. 0ｨ 05ｨｰ06ｨｬ ｨｰｨ ｨｰ0907, ｨｪｨ 05ｨｨ ﾂｨｨ ｨｨ09ｨｺｨ ｨ 09ｨｰ ｨｺ02. 06ｨ ｨｺ, ﾂｨ 09ｨｰ06 ｨｬ0603ｨｪ ｨｰ0802ｨｰｨｨｨｰｨｹ ｨｺｨｨ ｨｪｨ ｨｹ0306ｨｦ ｨ ｨｺｨ 002ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ 08ｨｹ03, ｨｹ03ｨｮ ｨｰ09ｨｺｨｮ06 05ｨｪ02ｨｨｨｺ ｨｨ0603 ｨｨ ｨｰ. 0., ｨ 09ｨｰ ｨｺ06ｨｰ ｨｪ02 ｨｮｨｺｨ ｨ 06ｨｰ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ0906ｨｺ ｨ 09ｨｰ , 0706ｨｬ02 ﾂｨ 02ｨｰ ｨｮ09ｨｰ04ｨｬ ｨ ｨｨ090060ｨｨｨｰ 0706ｨｨ09ｨｺ ｨｪｨ 0409ｨ ｨｪｨｨ07 09ｨｰｨ ｨｰｨｹｨｨ. 00 ｨｺｨ - ﾂ0209ｨｰ0902 ｨｪｨ 0409ｨ ｨｪｨｨ ｨ ｨｨ08ｨ 02ｨｰ ｨｪｨｨ02, ｨｨ0ｨｮｨｴ ｨｨ09ｨｺｨ ｨ 09ｨｰ ｨｨ040ｨ ｨｪｨｨ07 ｨｨ ｨｺｨ 02ｨｰ ｨ ｨ 0506ｨｪｨｮ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ04 ｨ ｨｪ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 0708ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｰｨ ｨｺ0302 ｨｬ02ｨｰ06004, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ (SVM) [], 09ｨｺ0804ｨｰ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ [20] ｨｨ ｨｮ ｨｪ ｨｮ ﾂｨ ｨｦｨｪ (Conditional Random Fields) [3] ｨ ｨｬｨｺｨ 0 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ04 ｨ 0405ｨｨ ｨｪ04 ｨ 0ｨ 07ｨｰｨ 02ｨｨ07 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0602 ｨｨ ｨ ｨｪｨｨ02 ｨｰ08020 ｨｬ02ｨｰ : 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨ070, 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ 09ｨｺ0804ｨｰ040 00ｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨｨ 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｬ06ｨｴｨｹ06 SVM ｨ ｨｪ0602 ｨｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ ｨｨ ｨｪ ｨ ｨ 06ｨｰ02 [2] ｨ ｨｪｨｨ ｨｺｨ 04ｨ 0506, ﾂｨｰ ｨｨ ｨｨ ﾂ02ｨｪｨｨｨｨ ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ040 05ｨｮ ﾂ03ｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0706ｨｺｨ 04ｨ 05 ｨｬ02ｨｰ060, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, ｨ 0708ｨｨ ｨｨ ﾂ02ｨｪｨｨｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨC ｨｬ02ｨｰ060, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 09ｨｺ0804ｨｰ040 00ｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨ ｨｬｨｺｨ 0 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｦ 08ｨ ｨ 06ｨｰ ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨ 0903ｨｨ08ｨｨｨｰｨｹ ｨｨ ｨ ｨｪｨｨ02 [2] ｨｬ02ｨｰ06006ｨｬ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｬ ｨｪｨ ｨｮ ｨｪ ｨｮ- ﾂｨ ｨｦｨｪ ｨｰｨ ｨｪｨｨ07 ｨｨ ﾂ02ｨｪｨｪ040 ｨｨ04 09ｨｰｨ ｨｰｨｹｨｨ ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ 09 ｨｮ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 09 ｨ ｨ ｨ ｨｪｨｪ040 04ｨ 07ｨｨ0907ｨｬｨｨ ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ ｨ ｨｨｨｰｨｬ, ｨｪｨｪ04ｨｦ ｨ 09ｨｰ0608ｨ ｨｬｨｨ CiteSeer, ｨｺ06ｨｰ060804ｨｦ 0609ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ ｨｨ ｨｪ ｨ 09ｨｪ02ｨｪｨｨ07 04ｨ ｨｺ0609 ｨｨ 0907ｨｨ09ｨｺ0609 ｨ 09ｨｰ ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬ 08ｨ ｨ 06ｨｰｨ 02ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰ ｨｬ07 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ ｨ ｨｰ06 ﾂｨｪ0402 ｨ ｨｨｨｰｨｬ04, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｬ02ｨｰ060ｨ 0 ｨｬｨ 03ｨｨｨｪｨｪ ｨ ｨｮ ﾂ02ｨｪｨｨ ｨｨ ｨ ｨｪｨｨ ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｰｨｨ 09 ｨ ｨｮ0ｨｮｨｴ02ｨｬ ｨｨ09ｨｰ02ｨｬ ｨｮ09ｨｬ06ｨｰ0802ｨｪｨ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨｮ ﾂｨｪ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｪ ｨｪ06 ｨｨ ﾂ02ｨｪｨｪ06ｨｦ ｨｨ04 09ｨｰｨ ｨｰｨｹｨｨ ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ09ｨｺ 09ｨｰｨ ｨｰ02ｨｦ 09 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09ｨｪｨｮｨｰ08ｨｨ 09ｨｨ09ｨｰ02ｨｬ04 ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｨ 02ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ ｨ ｨｪｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｰｨ ｨｰ ｨｮ06ｨｴｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ : 6ｦ 0306ｨｨ09ｨｺ 09ｨｰｨ ｨｰ02ｨｦ ｨ ｨｮ 09 09ｨｨ002 ｨｪｨ ｨ 0608ｨ ｨｺ0506- ﾂ ｨｨ0906ｨｺ ｨｰｨｨ08ｨｮ02ｨｰ ｨｪ06ｨｬｨｮ ｨｨ04 ｨｺ08ｨｨｨｰ0208ｨｨ0209: 0ｨ ｨｰ ｨｰｨｮ070502ｨｪｨｨ07, ｨｪｨｺｨ ｨｬ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｦｨｪｨ ｨｮ [2], ｨｮ050708ｨｪ0609ｨｰｨｨ ｨｺｨ ｨｬ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 09040ｨ 02ｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 09ｨｰｨ ｨｰｨｹ02 (08ｨｨ09. ) ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 09ｨｺ0506 ﾂｨ 02ｨｰ ｨ 07 04ｨ ｨｺ 09ｨｰｨ ｨｰｨｹｨｨ, 0907ｨｨ0906ｨｺ ｨ 09ｨｰ , ｨｨ040ｨ ｨｪｨｨ07, ﾂｨ 09ｨｰ06ｨｰｨｮ 02ｨｨｨｰｨｨ08ｨｮ02ｨｬ0609ｨｰｨｨ, ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ, 06ｨｰｨｺｨｮ0ｨ ｨ 0405ｨ ｨｮ ﾂ02ｨｪｨ 09ｨｰｨ ｨｰｨｹ07, ｨｺｨｮ ｨｪｨ 0506ｨｺｨ 05ｨｹｨｪｨｮ06 ｨｺ0607ｨｨ06 09ｨｰｨ ｨｰｨｹｨｨ, ｨｪｨ ﾂｨ 0506 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ, 0708ｨｨｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ, 09 ｨｺ06ｨｰ ｨｨｨｰｨｨ08ｨｮ02ｨｰ0907 0ｨ ｨｪｨｪｨ 07 09ｨｰｨ ｨｰｨｹ07, ｨｺｨｨ ｨｪｨ 09ｨｰｨ ｨｰｨｹｨｨ, 02ｨｨｨｰｨｨ08ｨｮ06ｨｴｨｨ02 0ｨ ｨｪｨｪｨｮ06, ｨｺｨｨ ｨｪｨ ｨｨｨｰｨｨ080609ｨ ｨｪｨｪ ｨｰｨ ｨｰｨｹｨｨ, ｨｨ02 09ｨｰｨ ｨｰｨｹｨｨ (ｨｺｨ ｨｺ ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06, ｨｰｨ ｨｺ ｨｨ ｨｨｨｰｨ ｨｰｨ ｨｬ), 09ｨｰｨ ｨｰｨｹｨｨ 09 ｨｰ ｨ ｨｦｨｰｨ, ﾂｨｰ06 ｨｨ 0ｨ ｨｪｨｪｨ 07 09ｨｰｨ ｨｰｨｹ07. 6ｦ 0306ｨｨ09ｨｺ 02ｨｨｨｰｨ ｨｰ 09ｨｰｨ ｨｰｨｹｨｨ. 05ｨｰｨ ｨｰｨｹ ｨｨ 05ｨｰ06ｨｬ 04ｨ 0ｨ 02ｨｰ0907 ｨｪｨ ｨ ｨｬ ｨｺ0506 ﾂ ｨｨ ｨｪｨ ｨ 0608ｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨｰｨ ｨｰ02ｨｦ, ｨｰ ｨｨｨｰ ｨｨ0906ｨｺ 09ｨｰｨ ｨｰ02ｨｦ ｨｺｨ ｨｬｨｨ ｨｪｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ04, 09 ｨｺ06ｨｰ ｨｰｨ ｨｰｨｹ07 02ｨｨｨｰｨｨ08ｨｮ02ｨｰ ｨｨｨｬ0208 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ 0708ｨｨ ｨｪ ｨｪｨ 08ｨｨ ｦ 0306ｨｨ09ｨｺ 09ｨｰｨ ｨｰ02ｨｦ ｨｪｨ 0609ｨｪ ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ : 09ｨｰｨ ｨｰｨｹｨｨ, ｨ 06ｨｴｨｨ ｨｪｨ 0ｨ ｨｪｨｪｨｮ06; 09ｨｰｨ ｨｰｨｹｨｨ, ｨｪｨ ｨｺ06ｨｰ ｨ 02ｨｰ0907 0ｨ ｨｪｨｪｨ 07; 09ｨｰｨ ｨｰｨｹｨｨ, ｨｨｨｬ0206ｨｴｨｨ02 06ｨ ｨｴｨｨ02 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ 09 0ｨ ｨｪｨｪ06ｨｦ; 09ｨｰｨ ｨｰｨｹｨｨ, 0909ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨｬ0209ｨｰ ｨ ｨｪｨｪ06ｨｦ ｨｨ09ｨｺ02 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ09ｨｺ ｨｨ0 09ｨｰｨ ｨｰ02ｨｦ ｨｪｨ 0609ｨｪ ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｰｨｨ, 0904 ﾂｨｨ ｨｬ06ｨｦ ｨｪｨ 0609ｨｪ TFIDF, ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ CCIDF (common citation ﾁ inverse document frequency) [9] ｨｰ080602ｨｪｨｨ07 ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 0802ｨ 05ｨｨ04ｨ 02ｨｨ07, ｨ ｨｪｨｪｨ ｨｪ0906ｨｬ 09 08ｨ ｨｬｨｺｨ 0 CiteSeer, 00608ｨ ｨ 06ｨｰｨ ｨｪｨｪｨ ｨｺｨｨ 08ｨｮ0909ｨｺ ｨｺｨ, ｨｨ 09ｨｰ02ｨｬｨｬ0208 ｨｨ ｨｺｨｰｨ Snowball [2]. 00 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨ ｨｬ02ｨｪｨ 0ｨ ｨｪｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ ｨ 02ｨｬ04ｨｦ (090606ｨ ｨｴ0209ｨｰ0906ｨｬ open source ｨｨ05ｨｨ ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ 06 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ) 09ｨ 08ｨｨｨ ｨｪｨｰ, ｨｪｨ 0708ｨｨｨｬ0208, Yandex Server Free Edition ｨｨ05ｨｨ Apache Lucene ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0706ｨｨ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09 04ｨｮｨｪ02ｨｰ 020ｨｪｨｨｨｬ ｨｨ04 09ｨ 03ｨｪ ｨｺ090705ｨｮｨ ｨｰｨ 02ｨｨｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰ ｨｪ02ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｪ060904ｨｬｨｨ 09ｨｰｨ ｨｰｨｹ07ｨｬｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨ ｨｪ ｨｰｨ ｨｰ02ｨｦ 08ｨ 0409ｨｨｨｰｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 05ｨｨｨ ｨｪ0609ｨｰｨｹ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｹ040609ｨ ｨｰ020502ｨｦ, 0706ｨｬ02ｨｴｨ 06ｨｴｨｨ0 ｨｰｨｮ0ｨ ｨｨ 09ｨｰｨ ｨｰｨｹｨｨ, 05ｨｨｨ 06 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｨｨ 05ｨｹｨｪ ｨｪｨｪ ｨｪｨ 05ｨ, 0609ｨｮｨｴ0209ｨｰ ｨｴ ｨｨ09ｨｺ ｨｨ 0706ｨｬ02ｨｴ02ｨｪｨｨ02 ｨｪ ｨｰｨ ｨｰ02ｨｦ 09 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｮ ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ ｨｪｨ 05ｨ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｰ ｨｨ03ｨｺ06ｨｬ ｨｰ0607ｨｴｨｨｨｬ, ｨ 0708ｨ ｨｺｨｰｨｨｨｺｨ 08ｨ 0409ｨｨｨｰｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ 09ｨｰｨ ｨｰ02ｨｦ 04ｨ 0802ｨｺ06ｨｬ02ｨｪ00609ｨ 05ｨ 0902ｨ 07 ｨｺｨ ｨｺ ｨｬｨ ｨｺｨｰｨｨ09ｨｪｨ 07 (0708ｨｨｨｬ020806ｨｬ ｨｰ06ｨｬｨｮ ｨｰ0907 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ OREL 0708ｨｨ 04009, 09 ｨｺ06ｨｰ060806ｨｦ ｨ 09ｨｰ ｨｬ0600ｨｮｨｰ 09ｨ ｨｬ0609ｨｰ0607ｨｰ0205ｨｹｨｪ06 08ｨ 04ｨｬ0209ｨｰｨｨｨｰｨｹ ｨｰ02ｨｺ09ｨｰ 0ｨｨ ｨｰｨ 02ｨｨｨｨ, 04ｨ ｨ ﾂ02ｨｬ 0707ｨｰｨｹ 0502ｨｰ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｪｨｨ07 06ｨｪｨ ｨｪｨ ｨｺ0607ｨｨ05ｨ 06ｨｺ ｨｰ ｨｨ ｨｰｨ 02ｨｨｨｦ). 0805ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ04ｨｬ ｨ 06ｨｬ ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰ ｨｨ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｨ0 08ｨ 04ｨｬ02ｨｴｨ 06ｨｰ 09ｨ ｨｬｨｨ ｨ 09ｨｰ060804, ｨ ｨｪｨｨ04ｨ ｨｰ ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ, ｨｮ ﾂ02ｨ ｨｪ0402 ｨｨ ｨｪｨ ｨｮ ﾂｨｪ ｨ ｨｪｨｨ07, ｨ ｨｰｨ ｨｺ ｨｮ00ｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨ 080ｨｨ0904 ｨｨ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ. 02ｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ. 40

41 ｨ 09ｨｨ05ｨｹ0209, ｨ ｨｬｨｮ090209, 02. 0ｨ ｨｬｨｨｨｪｨ, ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 04ｨｨ ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｰｨ ｨｰｨｹ02 04ｨｨ ｨｪｨｰ02ｨｺ09ｨｰ04, 09 ｨｺ06ｨｰ ｨｨｨｰｨｨ08ｨｮ02ｨｰ ｨｰｨ ｨｰｨｹ07 4

42 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ 09ｨｰｨ ｨｰ02ｨｦ 00 CiteSeer 0706ｨｨ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ 0609ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｰ08ｨ 0ｨｨ02ｨｨｨｨ ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ0 ｨｮ ﾂ02ｨｪ040 08ｨ 04ｨｬ02ｨｴｨ ｨｰｨｹ ｨｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｬｨ ｨｰ02 PS ｨｪｨ ｨｨ0 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｨ09ｨｺ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨ 05ｨｰｨ 07ｨ. 0ｨ ｨｬ 05ｨｰｨ 0702 ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ 0706 ｨｺ0506 ﾂ020904ｨｬ ｨ ｨｬ ( ) ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｪｨ ｨｦｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ ｨ ｨｴｨｨ ｨｺｨｨ ｨｪｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｰ ｨ ｨｹ040609ｨ ｨｰ ｨｺ CiteSeer ｨｪ0702ｨｰ0907 ｨｺ0506 ﾂ020904ｨｬｨｨ ｨ ｨｬｨｨ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨｨｬｨｨ ｨｰｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨｪｨ 0708ｨｨｨｬ0208, 00publications03, 00papers03, 00postscript03 ｨｨ ｨ 02ｨｰ ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ 0702 ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0, ｨｺ06ｨｰ ｨｪｨ 0305ｨ , 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ09ｨｺ ｨｺ ｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬｨ ｨｰ02 PS ( ｨ 0903ｨｨ0802ｨｪｨｨ06.ps,.pg.gz,.ps.Z) ｨｨ 04ｨ 0008ｨｮ03ｨ 06ｨｰ0907 ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 AltaVista ｨｨ ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ0609ｨ 07 ｨｬｨ 03ｨｨｨｪｨ Inquirus [5] ｨ ｨ 06ｨｰ02 [7] ｨｪ ｨｺ 0706ｨｨ09ｨｺｨｮ ｨｪ ｨｰｨ ｨｰ02ｨｦ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｺｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｨ ｨ ｨｰ020502ｨｦ. 04ｨ ｨ 06ｨｰｨ ｨｬ02ｨｰ060ｨ ｨｰ06ｨｨｨｰ ｨｨ04 ｨｰ ｨ : ｨC 0706ｨｨ09ｨｺ 09 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨ 04ｨ 0 0ｨ ｨｪｨｪ040, ｨｪｨ 0708ｨｨｨｬ0208, DBLP, ｨｨｨｬ02ｨｪ ｨｮ ﾂ02ｨｪ040, 08ｨ ｨ 06ｨｰｨ 06ｨｴｨｨ0 09 0ｨ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ( ｨｬ02ｨｰｨｪｨ 07 06ｨ 05ｨ 09ｨｰｨｹ 04ｨ 0ｨ 02ｨｰ0907 ｨｪｨ 0409ｨ ｨｪｨｨ07ｨｬｨｨ 03ｨｮ08ｨｪｨ ｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ); ｨC 0706ｨｨ09ｨｺ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｮ ﾂ02ｨｪ ｨｬ06ｨｴｨｹ06 09ｨｨ09ｨｰ02ｨｬ04 HPSearch; ｨC 0706ｨｨ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ ｨｬ06ｨｴｨｹ06 09ｨｨ09ｨｰ02ｨｬ04 Mops. 0ｨ ｨｬ 03ｨ ｨｨ0906ｨｺ ｨ 09ｨｰ ｨｰ0806ｨｨｨｰ ｨｮｨｰ02ｨｬ 0904ｨ 0608ｨ ｨｪｨ ｨｨｨ ｨ ｨｺｨｰｨｨ09ｨｪ040 ｨ 09ｨｰ ｨ ｨｬｨｺｨ 0 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ (ｨｨ04 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ, ｨｰｨ ｨｪｨｪ DBLP). 0ｨ 09ｨｰ060806ｨｬ 03ｨ 0002 HPSearch 09ｨｪｨ ﾂｨ 05ｨ 0609ｨｮｨｴ0209ｨｰ ｨｰ 0706ｨｨ09ｨｺ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ0609 ｨｪｨ 006ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨｮ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ , 0904ｨ ｨｨ08ｨ 07 ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ0609, 04ｨ ｨｰ02ｨｬ, 0609ｨｮｨｴ0209ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ02, ﾂ ｨｰ08ｨ ｨｪｨｨ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｨｨｬ ｨｬ 04ｨ 0008ｨｮ03ｨ 06ｨｰ0907, 08ｨ ｨｪ03ｨｨ08ｨｮ06ｨｰ ｨｴ02 08ｨ 04 ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ (ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨｰ08ｨ ｨｪｨｨ02-ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ0609) ｨ ｨｪ0702ｨｰ ｨ ｨ ｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｬ0603ｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨ 09ｨｰ ｨｨ05ｨｨ ｨｮ06ｨｴｨｨ02: ｨC ｨｨｨｬ0202ｨｰ 09ｨｬ ｨ 0405ｨｨ ﾂｨ ｨｰｨｹ ｨｮ06ｨｴｨｨ02 ﾂｨ 09ｨｰｨｨ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204: 04ｨ ｨｺ, ｨｦ ｨｰ0500 header, 008ｨｮ00ｨｨ02 ｨｰ0500ｨｨ header, ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｨ 0609ｨｰｨ 05ｨｹｨｪ06ｨｦ ｨｰ02ｨｺ09ｨｰ; ｨC ｨｨｨｬ07 ｨ 09ｨｰ0608ｨ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 02ｨｰ ｨ ｨｺ02 (title), ｨｬ ｨｰ header ｨｨ05ｨｨ url; ｨC 09ｨｨｨｬ ｨｨ05ｨｨ 09ｨｰ0806ｨｺｨｨ ｨｰｨｨ07ｨ 00/people03, 00/users03 ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ URL 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02; ｨC ｨｪｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 06ｨ 04 ﾂｨｪ ｨｰｨｹ ｨｺｨ ｨｪｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ; ｨC 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ ｨ 04 ﾂｨｪ06 ｨｨｨｬ0206ｨｰ ｨｬｨ 0502ｨｪｨｹｨｺｨｨｨｦ 08ｨ 04ｨｬ0208 (3ｨC9 KB). HPSearch ｨｰ0607ｨｪｨｪ06 06ｨ ｨｪ ｨｰ ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ ｨｬｨｨｨｪ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｺｨ ｨｺ 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰ ｨ ｨｪ ﾂｨｪ06ｨｬｨｮ 00search engines03 (Google, Yandex, ｭ) 0909ｨｨ0ｨｮ ｨｰ060006, ﾂｨｰ06 ｨｰ0208ｨｬｨｨｨｪ ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ ｨｮ0909ｨｺ ﾂｨｪ040 ｨｰ02ｨｺ09ｨｰｨ 0 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ ｨｨ0806ｨｺ06ｨｬ 09ｨｬ ｨｰｨ ｨｰ02ｨｦ, ｨｰｨｮ07ｨｪ0609ｨｰｨｹ URL. 06ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0602 ｨｨ ｨ ｨｪｨｨ02 HPSearch, ｨｪｨｪ0602 ｨ 09ｨｰ0608ｨ ｨｬｨｨ, 0706ｨｺｨ 04ｨ 0506, ﾂｨｰ06 84 % 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｨ04 ｨｮｨｺｨ 04ｨ ｨｪｨｪ DBLP ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04 HPSearch. 0ｨ ｨｰ0802ｨｰｨｹ02ｨｬ 03ｨ ｨｨ09ｨｰ02ｨｬｨ Mops 0609ｨｮｨｴ0209ｨｰ ｨｰ 0706ｨｨ09ｨｺ ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202 ｨ 09ｨｰ0608ｨ ｨ ｨｦ pdf, dvi, ps, ｨｺ06ｨｰ ｨ ｨｰ02ｨｬ ｨｰ0907 ｨｪｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｰｨ ｨｰｨｹｨｨ ｨｨ 008ｨｮ00ｨｨ02 ｨｬｨ ｨｰ0208ｨｨｨ 0504 ｨｪｨ 0609ｨｪ ｨｰｨｮｨｺｨｰｨｮ0804 URL ｨ ｨ 06ｨｰ02 [23] ｨｪ ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｬ06ｨｴｨｹ06 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺ ｨ 06ｨｰｨ. 0ｨ ｨｬ 03ｨ 0002 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨｰｨ 08ｨｨｨｦ ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ040 09ｨｰｨ ｨｰ02ｨｦ (ｨｨｨｬ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｺｨｰ0806ｨｪｨｪｨ 07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｨｨ05ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 ｨ ｨ 04ｨ 0ｨ ｨｪｨｪ040, ｨｪｨ 0708ｨｨｨｬ0208, DBLP) ｨｮ ﾂ02ｨｪｨｨ07 ｨｪｨ ｨ 0608ｨ 07ｨ 08 <ｨ 09ｨｰ0608, ｨｨ040ｨ ｨｪｨｨ02> 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｬ0603ｨｪ040 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ07 ｨｨ040ｨ ｨｪｨｨ07. 0ｨ 09ｨｰ060806ｨｬ 03ｨ ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ09ｨｺ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02: 07ｨ 0804 <ｨ 09ｨｰ0608, ｨｨ040ｨ ｨｪｨｨ02> ｨ 06ｨｰ , ｨ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｨ09ｨｺｨ 00ｨｨ05ｨｹｨｰ08ｨｮ02ｨｰ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｮｨ 08ｨ ｨｰｨｹ ｨｪ ｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｨ 060ｨｪ0600ｨ ｨｬｨｨ05ｨｹ ｨ ｨｰ02ｨｬ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｰ08ｨ ｨｪｨｨ ｨ ｨｪ03ｨｨ08ｨｮ06ｨｰ0907, ｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｨｨｬ ｨｬ 04ｨ ｨｪ060907ｨｰ ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ ｨｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ06ｨｴｨｨ ｨｨ09ｨｰｨｨｨｺｨｨ: 6ｦ 070ｨ 0502ｨｪｨｨ02 ｨｨ ｨｨ09ｨｺｨ ｨｰ020 09ｨｰ08ｨ ｨｪｨｨ02, ｨｺ06ｨｰ ｨ ｨｬ06 ｨｪ ｨｰ ｨｬｨ 03ｨｪｨｨｨｬｨｨ: ｨC URL ｨｨ05ｨｨ 04ｨ ｨｺ 09ｨｰ08ｨ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 09ｨ ｨｦｨｰｨｮ ｨｨ040ｨ ｨｰ0205ｨｹ09ｨｰ09ｨ ｨｨ05ｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ02; ｨC URL ｨｮｨｺｨ ｨ 02ｨｰ ｨｪ02 ｨｪｨ.htm/.html 00ｨ ｨｦ05. 6ｦ ｨｮ0ｨ 0502ｨｪｨｨ02 060ｨｪ0600ｨ ｨｬｨｨ05ｨｹ020209: ｨC ｨｮ0ｨ 0502ｨｪｨｨ02 ｨｨ ｨｨ09ｨｺｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｨｨｪｨ ｨ ｨｴｨｨ0 ｨｰ06ｨｬｨｮ ｨｬ02ｨｪｨｮ, ﾂｨｰ06 ｨｨ ｨｪｨ ｨｦ002ｨｪｨｪｨ 07 08ｨ ｨｪ ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨ 008ｨｮ ｨ 09ｨｰ0608ｨ ; ｨC ｨｮ0ｨ 0502ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｨ 006ｨｬ02ｨｪ, 09 ｨｺ06ｨｰ060806ｨｬ 06ｨｪｨ ｨｪｨ 0060ｨｨｨｰ0907, ｨｮ0302 ｨｪｨ ｨｦ002ｨｪ 08ｨ ｨｪ ｦ ｨｪｨｨ ｨ ｨｺｨ 03006ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204: ｨC ｨｺｨｨｨｦ, 09 ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ 04ｨ ｨｺ ｨｨｨｰ ｨｨｨｬ07 ｨ 09ｨｰ0608ｨ ｨｨ 006ｨｰ07 ｨ ｨｪ06 ｨｨ ｨｮ06ｨｴｨｨ : homepage, website, research, publication, papers; ｨC ｨｪｨｨｨｦ, ｨｨ 04ｨ ｨｺ ｨｨｨｰ 006ｨｰ07 ｨ ｨｪ06 ｨｨ ｨｮ06ｨｴｨｨ : homepage, website, research, publication, papers; ｨC ｨｪｨｨ04ｨｺｨｨｨｦ, ｨｰｨ 05ｨｹｨｪ ｨｮ ﾂｨ ｨ ｨｰ0802ｨｰｨｹ02ｨｬ 03ｨ ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｬ06ｨｴｨｹ06 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺ ｨ 06ｨｰｨ. 0ｨ ﾂｨ 05ｨｹｨｪ04ｨｬｨｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬｨｨ ｨｨ09ｨｺｨ ｨｰ0907 ｨｪｨ ｨｦ002ｨｪｨｪ0402 ｨｪｨ ｨｮｨｴ02ｨｬ 03ｨ 0002, ｨｺ0806ｨｬ02 ｨｰ060006, 0806ｨ 06ｨｰｨｮ ｨｰｨ ｨｺ ｨ 0ｨ 02ｨｰ ｨｨ0906ｨｺ 08ｨ ｨｪｨｪ ｨｴ02ｨｪｨｨ07 006ｨｬ02ｨｪ ｨ 06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｰ 06 ﾂ ｨｹ 0708ｨｨ0608ｨｨｨｰ02ｨｰｨ ｨｬｨｨ ( ｨｺｨｨｨｦ, ｨｪｨｨｨｦ, ｨｪｨｨ04ｨｺｨｨｨｦ). 0308ｨｨ 04ｨ 0008ｨｮ04ｨｺ02 06 ﾂ ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨ 06ｨｰ 08ｨ 04ｨ ｨｨ08ｨ 02ｨｰ ｨｨ ｨｴｨｨ ｨｺｨｨ ｨｨ ｨｪｨ 04ｨｪｨ ﾂｨ 02ｨｰ ｨｺｨ 03006ｨｦ 0708ｨｨ0608ｨｨｨｰ02ｨｰ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｺｨｨ ｨｨ 0708ｨｨ0608ｨｨｨｰ02ｨｰｨ 08060ｨｨｨｰ0205ｨｹ09ｨｺ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｨ0608ｨｨｨｰ02ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｺｨｨ ｨｰ0907 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ060806ｨｬ ｨｪｨ 0609ｨｪ ｨｪｨｨ07 ｨｺ0506 ﾂ (ｨｪｨ 0708ｨｨｨｬ0208, volume publication conference ｨｨ ｨｰ.07.) 09 ｨｰ02ｨｺ09ｨｰ ｨｺｨｨ. 0809ｨｰ ｨ ｨｴｨ 06ｨｰ, ﾂｨｰ06 ｨｪｨ ｨｰ0209ｨｰ ｨｪｨ ｨ 0608ｨ 0 0ｨ ｨｪｨｪ040 ｨｨ04 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ WebDB ｨｨ JAIR ｨｬ02ｨｰ06006ｨｬ ｨ ｨｪｨ ｨｦ002ｨｪ06 06ｨｺ % 09ｨｰｨ ｨｰ02ｨｦ ｨ ｨ 06ｨｰ02 [6] ｨ 02ｨｰ ｨ 0ｨ ﾂｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｹｨｨ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ02, ﾂｨｰ06 ｨｬ060302ｨｰ ｨｰｨ ｨｺ0302 ｨｨｨｬ02ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｪ02ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ. 04ｨ ｨ 06ｨｰｨ ｨｬ02ｨｰ060ｨ ｨｰ06ｨｨｨｰ ｨｨ04 42

43 ｨ 09ｨｨ05ｨｹ0209, ｨ ｨｬｨｮ090209, 02. 0ｨ ｨｬｨｨｨｪｨ, ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰ ｨ : ｨｪｨ ｨｬ 03ｨ 0002 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨ ｨｺｨ ｨ 02ｨｰ ｨｨ 06ｨｰｨ ｨｨ08ｨ 06ｨｰ ｨｺ. 0ｨ 09ｨｰ060806ｨｬ 03ｨ ｨｬ06ｨｴｨｹ ｨｨ09ｨｺ ｨ 06ｨｰｨ ｨｨｨｴ02ｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ, ｨｺ06ｨｰ0608ｨ 07 ｨｪｨ ｨｨｨ ｨｰｨｪ ｨｨｨｰ ｨｺｨｮ ｨｪｨ ｨｨ09ｨｺ06ｨｬｨｮ06 09ｨｰｨ ｨｰｨｹ06. 0ｨ ｨｰ0802ｨｰｨｹ02ｨｬ 03ｨ ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ09ｨｺ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ- ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ 09 08ｨ ｨｬｨｺｨ 0 ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｰ ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｰ0907 ｨｪｨ ﾂｨ 0506 ｨｨ ｨｺ06ｨｪ0202 ｨｺｨ 03006ｨｦ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ, 0904 ﾂｨｨ ｨｰ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｺ06ｨｦ ｨｪｨ PDF ｨｨ05ｨｨ PS 00ｨ ｨｦ05 ｨｨ 04ｨ ｨｺ06ｨｬ ｨｨ09ｨｺ06ｨｬ06ｨｦ 09ｨｰｨ ｨｰｨｹｨｨ ｨｨ 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨ 05ｨｨ03ｨ ｨｦ03ｨｨｨｦ PDF ｨｨ05ｨｨ PS 00ｨ ｨｦ05. 04ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ ｨｺ 0706ｨｨ09ｨｺｨｮ ｨｪ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ ｨｰ08ｨ 0ｨｨ02ｨｨｨｨ ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ0 ｨｮ ﾂ02ｨｪ040 08ｨ 04ｨｬ02ｨｴｨ ｨｰｨｹ ｨｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｪｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｬｨ ｨｰｨ 0 PS ｨｨ05ｨｨ PDF ｨｹ03ｨｨｨｪ09ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｨｨｰ0907 ｨｺ 0706ｨｨ09ｨｺｨｮ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨ 0ｨ ｨｪｨｪ ｨ 09ｨｰ0608ｨ, ｨ 0706ｨｰ06ｨｬ 0706ｨｨ09ｨｺｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪｨ ｨｪ02ｨｦ. 0ｨ ｨ ｨｪ ﾂｨｪ040 0ｨ ｨｪｨｪ040 05ｨｰ06ｨｰ ｨｹｨｬｨ ｨｺｨｰｨｨ0902ｨｪ (06ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ ｨｺｨ 90% 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｨ 80% 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ), 0708ｨｨ 05ｨｰ06ｨｬ ｨ 09ｨｰ ｨｨ ｨ ｨｪｨｨ07 [23] 06ｨｰｨｬ02 ﾂｨ 06ｨｰ, ﾂｨｰ ｨｰ0802ｨｰｨｨ ｨ 09ｨｰ , ﾂｨｹｨｨ 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｪ02 ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04, 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪ , ｨ ｨｰ02 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ02 ｨ 09ｨｰ060804, 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｺ06ｨｰ ｨｪ02 ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04, ｨｪ0609ｨｪ06ｨｬ 06ｨｰｨｪ060907ｨｰ0907 ｨｺ ｨｺｨ ｨｰ ｨｨｨｨ 09ｨｰｨｮ002ｨｪｨｰ0609, ｨｺ06ｨｰ ｨ 0405ｨｨ 0906ｨ 09ｨｰ0608ｨ ｨｬｨｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ｨ 0706ｨｰ06ｨｬ ｨｪ ｨｨ05ｨｨ ｨｪｨ ｨｮ ﾂｨｪｨｮ06 ｨｺｨ 08ｨｹ0208ｨｮ. 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｪｨ ｨ 0608ｨ 09ｨｰ08ｨ ｨｪｨｨ , 04ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｪｨ 05ｨｨ ﾂｨｨ07 04ｨｪｨ ｨｬ02ｨｪｨｨｨｰ ｨｪ0600ｨ ｨｬｨｨ05ｨｹ020209, 09ｨｰ08ｨ ｨｪｨｨ ｨｺ06ｨｰ ｨ ｨｪｨｨｨｬｨ 06ｨｰ ｨｰ0806 ﾂｨｺｨｨ ｨｰｨ ｨｺｨｨ0 0905ｨｮ ﾂｨ 070 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｺ08ｨ ｨｮ ｨｬ060302ｨｰ ｨｮ ﾂｨ ｨｰｨｹ ｨｪ ｨｪ0602 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨｨ 05ｨｨ0302ｨｪｨｨ02 ｨｨ ｨｪ02 ｨｪｨ 0060ｨｨｨｰｨｹ 0708ｨ 09ｨｨ05ｨｹｨｪ06 006ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨｮ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 09ｨ 03ｨｪ06 06ｨｰ0902ｨｺｨ ｨｰｨｹ ｨｮ050708ｨｪ ｨｪ0600ｨ ｨｬｨｨ05ｨｹ ｨｪｨ 08ｨ ｨｪｨｪｨｨ0 09ｨｰｨ 0ｨｨ070 02ｨｴ ｨ ｨ 06ｨｰ04 ｨｺ08ｨ ｨｮ050208ｨ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ0904ｨｬｨｨ ｨｺ 05ｨｰ06ｨｦ ｨ 0502ｨｬ ｨｪ04 ｨ 04ｨｰｨｹ ｨｬ02ｨｰ06004, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨ ﾂ ｨ ｨｪｨｮｨｰ ｨ ｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ ｨｨ05ｨｨ 04ｨ ｨｺｨ 09ｨｰｨ ｨｰｨｹｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09 04ｨｮｨｪ02ｨｰ 0308ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨ ｨｪ ﾂｨｪ040 ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ ｨｹ ｨｨ09ｨｺｨ 09 08ｨｮ0909ｨｺ ﾂｨｪ06ｨｬ ｨｬ02ｨｪｨｰ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ (04ｨｮｨｪ02ｨｰ) ｨ ｨｪｨｨ ﾂ02ｨｪ ｨｮ06ｨｴｨｨｨｬｨｨ ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬｨｨ 04ｨｮｨｪ02ｨｰ: 6ｦ 00 04ｨｮｨｪ02ｨｰ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｰｨ ｨｺｨｨ02 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ0402 ｨ ｨ ｨｰｨｪ0402 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｺｨ ｨｺ DBLP. 0308ｨｨ 05ｨｰ06ｨｬ ｨ ｨｬｨ ｨｰ0907 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ06ｨｬ ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ040: ｨｨｨｬ02ｨｪ ｨ 09ｨｰ , ｨｮ ﾂ ｨｪｨｨｨｦ, ｨ ｨ 06ｨｰｨ 06ｨｰ ｨ 09ｨｰ060804, ｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ 0706 ﾂｨｰ04 ｨ 09ｨｰ , ｨｪｨ 0409ｨ ｨｪｨｨｨｦ ｨｨ040ｨ ｨｪｨｨｨｦ, ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ, ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｪｨ 09ｨｰｨ ｨｰｨｹｨｨ, ｨｺ06ｨｰ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 09 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ02. 08ｨ ﾂ0209ｨｰ0906 ｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ040 ｨｨ04 ｨｪｨ ｨｦ002ｨｪｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺ0602, ﾂｨｰ06ｨ 04 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ ｨｨ09ｨｺｨ 09ｨｬ0209ｨｰ06 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨ 04 0ｨ ｨｪｨｪ040 ｨｰｨｨ07ｨ DBLP. 6ｦ 0608ｨ 0ｨｨ02ｨｨ07 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺｨｨ0 ｨｮ ﾂ02ｨｪ ｨｰｨｨ ｨｨ 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ ﾂｨｺｨｨ 09 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ07ｨｬｨｨ ｨｪ02 ｨｰｨ ｨｺ 09ｨｨ05ｨｹｨｪ06 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨ ｨｨｨｨ. 00 ｨｰ ｨｬ07 ｨｺｨ ｨｺ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｨ ｨｹ04ｨｮ06ｨｰ 0706ｨｨ09ｨｺ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02, 09 04ｨｮｨｪ02ｨｰ 09 ｨｺｨ ﾂ0209ｨｰ ｨｦ 0706ｨｨ09ｨｺｨ ｨｬ0600ｨｮｨｰ ｨｰｨ ｨｺ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｰ08ｨ ｨｪｨｨ0204 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ, 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨ 06 ﾂｨｨ0 0008ｨｮ0707 ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ, ｨｺｨｰ0806ｨｪｨｪ0402 ｨ 080ｨｨ0904 ｨｨ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ, ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｦｨｰ04. 6ｦ ﾁｨ 09ｨｰ06 006ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ ﾂ02ｨｪ (ｨｨ05ｨｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ) ｨｰｨ ｨｰ ｨｪ02 ｨｰ02ｨｺ09ｨｰ04 09ｨｰｨ ｨｰ02ｨｦ, ｨ ｨｰ0605ｨｹｨｺ06 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ. 06ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 ｨｰｨ ｨｺ ｨｰｨ ｨｰ ｨｨｨｪｨｰ ｨｪｨ ｨｪ02ｨｪｨｨ , ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｰ ｨｪｨｪ04ｨｬ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ06ｨｬ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｺ06ｨｰ0608ｨ 07 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨ ｨｨ09ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰｨ ｨｰｨｹｨｨ 0706 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ02 (09ｨｬ. [23]). 6ｦ 00 04ｨｮｨｪ02ｨｰ ｨｬｨｪ0600ｨｨ02 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 00609ｨｰｨｮ07ｨｪ04 ｨｪ ｨｬｨ ｨｰ02 PS, ｨ 09 PDF, DOC, HTML ｨｨ ｨｬｨ ｨｰ PS ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｪ0609ｨｪ06ｨｬ ｨｪｨ ｨｮ ﾂｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ﾂｨｰ06 ｨ ｨｺｨｰｨｨ09ｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｰ CiteSeer, ｨｰ ｨｰｨ 05ｨｹｨｪ ｨｬｨ ｨｰ04 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪｨｪ06 08ｨ 04ｨｪ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07. 6ｦ 00 04ｨｮｨｪ02ｨｰ ｨｪ02ｨｰ ｨｨ ｨｰｨｨ07ｨ HPSearch ｨｨ09ｨｺｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｨ ｨ ｨｰ020502ｨｦ. 6ｦ ｨｨ09ｨｺｨ 09ｨｰｨ ｨｰ02ｨｦ 0706 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ02 ｨｬ0600ｨｮｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｨ0904 ｨｰｨｨ07ｨ ｨｬ ｨｪ020ｨ 09ｨｪ06 08ｨｮ09ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ Google Scholar ｨｺ0804ｨｰｨｨ02ｨｬ ｨｪ02 ｨｬ060302ｨｰ ｨｪ0609ｨ ｨｰｨｹ0907 ｨｪｨｨ 060ｨｪｨ ｨｪｨ ｨｮ ﾂｨｪｨ 07 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨ ｨｬｨｺｨ 0 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｪ ｨｰｨ ｨｰ02ｨｦ ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｮ06ｨｴｨｨ02 ﾂｨ 09ｨｰｨｪ ｨｮ ﾂｨ ｨｨ: ｨC 0706ｨｨ09ｨｺ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰｨ ｨｰｨｹｨｨ ｨ 0ｨ ｨｪｨｪ06ｨｬｨｮ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ 0607ｨｨ09ｨ ｨｪｨｨ06; ｨC 0706ｨｨ09ｨｺ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨ 09ｨｰ0608ｨ /ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ/060800ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ, ｨ ｨｴ02ｨｦ 0907ｨｨ0906ｨｺ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨ 0ｨ ｨｪｨｪ06ｨｬｨｮ ｨｨｨｬ02ｨｪｨｨ ｨ 09ｨｰ0608ｨ, ｨｪｨ 0409ｨ ｨｪｨｨ06 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ/060800ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨ ｨ ｨｪｨｪ040 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ, , 09ｨ ｨｬｨｮ 0609, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｬｨｪ ｨｰｨ ｨｰ02ｨｦ 09 ｨｪ02ｨｦ ｨｰｨ ｨｪ04 ｨｰ0605ｨｹｨｺ06 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ 0607ｨｨ09ｨ ｨｪｨｨ07ｨｬｨｨ, ｨｰ , 006ｨｬｨ 03ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｮ ﾂ02ｨｪ040 ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ, ｨ ｨｴｨｨ02 ｨｪ02 ｨｰ02ｨｺ09ｨｰ04 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ ｨｨ ﾂ02ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ04 HTML-09ｨｰ08ｨ ｨｪｨｨ ｨｨ09ｨ ｨｪｨｨ02ｨｬ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ [23] ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09ｨｺ0804ｨｰ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ, ｨｮ ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｪ [2] ｨｺ ｨｨ ﾂ02ｨｪｨｨ06 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ04 PDF-006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰｨ ｨｰｨｹｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ 0607ｨｨ09ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｨ04 [23] ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 08ｨ 04ｨ ｨｬ HTML-09ｨｰ08ｨ ｨｪｨｨ02 09 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ02ｨｦ ｨｨ04 [6], ｨｮ06ｨｴｨｨｨｬｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬｨｨ: ｨC ｨｪｨ ｨ 02ｨｰ0907 ｨｪ02 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ ｨｨ09ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｹｨｨ, ｨ 0907ｨｨ0906ｨｺ ｨ 09ｨｰ , 04ｨ 0005ｨ 09ｨｨ02 ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 ｨｪｨ ｨｬｨ ｨｰ 00ｨ ｨｦ05ｨ (PS, PDF). 06ｨｰ ｨ 02ｨｰ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｪ ｨｮ ﾂｨｨｨｰｨｹ 06ｨｰ ｨｰｨ ｨｰｨｹｨｨ, ｨ 06ｨｴｨｨ ｨｪｨ ｨｨ09ｨｺ06ｨｬｨｮ06. 08ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ ｨｰｨｨ07ｨｮ 00ｨ ｨｦ05ｨ 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪｨ ｨｦｨｰｨｨ 0908ｨ 04ｨｮ 09ｨｰｨ ｨｰｨｹ06, ｨ ｨｪ02 HTML-09ｨｰ08ｨ ｨｪｨｨ0204, ｨ 06ｨｴｨｨ ｨｪｨ ｨｪ0202; ｨC 04ｨ ｨｰ02ｨｬ ｨｺｨ 03004ｨｦ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ﾂ ｨｨ ｨｨｨｰ ｨｮ08ｨｮ ｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｨ ｨｨ 43

44 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ﾂ02ｨｪｨｪｨ 07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 0ｨ 02ｨｰ 09 ｨｰ0802ｨ ｨｮ02ｨｬ06ｨｦ, ｨｰ ｨｨ09ｨｺｨ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ04ｨｬ ｨｮ ｨｪ06; ｨC ｨｨ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨ ｨｰｨｹｨｨ ｨｪ02 ｨｪｨ ｨｦ002ｨｪ06, ｨｰ ｨ ｨ ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 ｨｪｨ ｨｬｨ ｨｰ 00ｨ ｨｦ05ｨ ｨｨ 0609ｨｮｨｴ0209ｨｰ ｨｰ0907 ｨ ｨｪｨ 05ｨｨ04 HTML-09ｨｰ08ｨ ｨｪｨｨ02 ｨｪｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ ｨｪｨ ｨｰ0802ｨ ｨｮ02ｨｬｨｮ06 09ｨｰｨ ｨｰｨｹ06; ｨC ｨｨ ｨｪｨ ｨｦ002ｨｪｨ HTML-09ｨｰ08ｨ ｨｪｨｨ02ｨ, ｨ ｨｴｨ 07 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｨ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｪｨ ｨｨ09ｨｺ06ｨｬｨｮ06 09ｨｰｨ ｨｰｨｹ06, ｨｰ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ060ｨ ｨｨ04 [23] 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｨ09ｨｺ ｨ 05ｨｨ03ｨ ｨｦ0302ｨｦ ｨｺｨｨ ｨｪｨ 00ｨ ｨｦ ｨｰｨ ｨｰｨｹ02ｨｦ; ｨC ｨｨ 00ｨ ｨｦ ｨｰｨ ｨｰｨｹ02ｨｦ ｨｪｨ ｨｦ002ｨｪ ｨｨ ｨｨ ﾂ02ｨｪｨｪｨ 07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 0ｨ 02ｨｰ 09 ｨｰ0802ｨ ｨｮ02ｨｬ06ｨｦ, ｨｰ ｨｨ09ｨｺｨ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ04ｨｬ ｨｮ ｨｪ06; ｨC ｨｰｨｨ09ｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ09ｨｺｨ 04ｨ ｨ 02ｨｰ0907 ｨｪ02ｨｮ ｨｪ ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨｨ09ｨｺｨ ｨｬ060302ｨｰ ｨｰｨ ｨｺ0302 ｨｨｨｬ02ｨｰｨｹ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｺｨｰ: ｨｮ ﾂｨ 02, ｨｨ ｨｪｨ ｨｦ002ｨｪｨ 09ｨｰｨ ｨｰｨｹ07 ｨｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ 09 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｺｨ ｨｬｨｨ, 060ｨｪｨ ｨｨ04 ｨｺ06ｨｰ ｨｰ ｨｺ ｨｨ09ｨｺ06ｨｬ06ｨｦ 09ｨｰｨ ｨｰｨｹ02, ｨｰ06, ｨｰｨｪ06, ﾂｨｰ06 05ｨｰ06 006ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ ﾂ02ｨｪ060006/060800ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ ｨｨ 09 ｨｪ ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｬ0603ｨｪ ｨｮ ﾂｨｨｨｰｨｹ 0907ｨｨ0906ｨｺ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ05ｨｨ ｨｪ ｨｰｨ ｨｰｨｹｨｨ ｨｨ09ｨｺｨ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｮ ﾂ02ｨｪ060006/060800ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ/ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ, ｨ ｨｴ02ｨｦ 0907ｨｨ0906ｨｺ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｬ02ｨｰ060 [23], ｨｮ06ｨｴｨｨｨｬｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07ｨｬｨｨ: 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨ ｨ 0ｨ 02ｨｰ0907 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 ｨｨ04 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 09ｨｰｨ ｨｰ02ｨｦ: ｨｨｨｬ02ｨｪｨ ｨ 09ｨｰ , ｨｪｨ 0409ｨ ｨｪｨｨ07 ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ, ｨｪｨ 0409ｨ ｨｪｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ, 04ｨ ｨｺｨｨ 09ｨｰｨ ｨｰ02ｨｦ. 0ｨ 0708ｨｨｨｬ0208, ｨｨ09ｨｺｨ 006ｨｬｨ 03ｨｪ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨ 09ｨｰ0608ｨ ｨｬ0600ｨｮｨｰ 04ｨ 0ｨ 09ｨ ｨｰｨｹ0907 ｨｨｨｬ07 ｨ 09ｨｰ0608ｨ, ｨｪｨ 0409ｨ ｨｪｨｨ07 ｨｨ ｨｰｨｪ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ0402 ｨｺ0506 ﾂ ｨ ｨｰｨｨ07ｨ 0007ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ03, 00006ｨｬｨ 03ｨｪ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｺ08ｨ ｨｮ050208ｨ ｨ 00ｨ 02ｨｰ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ 09ｨｺｨ - ﾂｨｨ09ｨ ｨｪｨｨ02ｨｬ ｨｰ0605ｨｹｨｺ06 09ｨｰ08ｨ ｨｪｨｨ02, ｨｪ ｨｰ0902ｨｪｨｪ ｨｰｨｨ03ｨｨｨｬ ｨｺ02 09 ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｦ ｨｰ08ｨ ｨｪｨｨ0204 ｨｨ ｨ 0 ｨｰ ｨｬ02ｨｪｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ 0708ｨｨｨｬ02ｨｪ0702ｨｬ CiteSeer: 06ｨｪ ｨｪ ｨｨ090704ｨ ｨｪ ｨｺ 0706ｨｨ09ｨｺｨｮ ｨｰ0605ｨｹｨｺ06 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02, ｨ 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪ ｨｰｨ ｨｺ0302 ｨｪｨ 0706ｨｨ09ｨｺ 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨｪｨｨ02ｨ 02ｨｨｨｦ ｨｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｦ; 09 ｨｪ02ｨｬ ｨｪ02 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ ｨｹ040609ｨ ｨｰ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｪｨ 0409ｨ ｨｪｨｨ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨC 00ｨｪ02ｨｦ0806ｨｪｨｪ ｨｰｨｨ 0708ｨ ｨｬ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ0703), ｨｺ06ｨｰ060804ｨｦ ｨｬ060302ｨｰ ｨｨｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ0306ｨｦ 03ｨｮｨｬ ｨｮ05ｨｹｨｰｨ ｨｰｨ ; 09 ｨｪ02ｨｬ ｨｨ ｨｨｨｰ0907 ｨ ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0706ｨｨ09ｨｺｨ 07ｨｮｨｰ02ｨｬ 08ｨ 04ｨ 0608ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ ｨｪ02 09ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0ｨ ｨｪｨｪ06ｨｬ ｨｬｨ ｨｰ02; 09 ｨｪ02ｨｬ ｨｨ09ｨｺｨ ｨｨ ｨｨｨｰ ｨ 04ｨ ｨｰｨ ｨｰｨｹｨｨ ｨｨ ｨｨ ﾂ02ｨｪｨｨ02 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ; 09 ｨｪ02ｨｬ ｨｨ ｨｨｨｰ ｨ 04ｨ ｨｰ08ｨ ｨｪｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｺｨ ｨｬｨｨ. 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0602 ｨｨ ｨ ｨｪｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｪｨ 0609ｨｪ ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ ｨｺｨｰｨ CiteSeer ｨ 0405ｨ ｨｰ080602ｨｪｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ, ｨｴｨ ｨ ｨｪｨｨｨｰｨｹ ｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ0402, ｨｨ ｨ ｨｪ ﾂｨｪ ｨｰｨ ｨｰｨｹｨｨ, ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 09ｨｰ0806ｨｨｨｰｨｹ 0706 ｨｪｨｨｨｬ 06ｨ ｨｴｨｨｨｦ 02ｨｨｨｰｨ ｨｰｨｪ04ｨｦ ｨｨｨｪ002ｨｺ09. 0ｨ 0609ｨｪ ｨｰ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨ ｨｰ080602ｨｪ ｨｰ06ｨｰｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｨ ｨ ｨｪ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 0706 ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 Computer Science. 00 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨ 00ｨ 02ｨｰ ｨｰｨｨ ｨ ｨ 06ｨｰ ｨ 0409ｨｨｨｰｨｨ06 09ｨｨ09ｨｰ02ｨｬ04: ｨC 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0602 ｨｨ ｨ ｨｪｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09 04ｨｮｨｪ02ｨｰ, 06ｨ ﾂ02ｨｪｨｨ ｨｨ09ｨｺｨ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｪ ｨｰｨ ｨｰ02ｨｦ, ｨｪ06 ｨｨ 006ｨｬｨ 03ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02, ｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ 0706 ﾂｨｰ04 ｨｨ 0006ｨｰ060008ｨ 00ｨｨｨｦ ｨ 09ｨｰ , ﾂｨｰ06ｨ 04 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｮ ｨｬ0603ｨｪ06 ｨ ｨｰｨ ｨｺ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｺｨ ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ 06ｨｰ02 ﾂ0209ｨｰ0902ｨｪｨｪ040 ｨｮ ﾂ02ｨｪ040; ｨC ｨｨ ｨ ｨｪｨｨ02 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬ02ｨｰ ｨｰｨ ｨｪｨｨ07 ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨ ｨｰ06 ﾂｨｪ ｨｰ080602ｨｪｨｨ07 02ｨｨｨｰｨ ｨｰｨｪ ｨｨｨｪ002ｨｺ09ｨ ; ｨC 08ｨ 0409ｨｨｨｰｨｨ02 ｨｬ02ｨｰ ｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ: ｨｪ09ｨｰ090609ｨ ｨｪｨｨ02 ｨｮ ﾂ02ｨｰｨ 08ｨ 04ｨｬ02ｨｰｨｺｨｨ 09 ｨｬ02ｨｰ060ｨ 0 ｨｬｨ 03ｨｨｨｪｨｪ ｨ ｨｮ ﾂ02ｨｪｨｨ07, 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0602 ｨｨ ｨ ｨｪｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｮ ｨｪ ｨｮ ﾂｨ ｨｦｨｪ ｨｦ, ｨｺｨ 08ｨ 0405ｨｨ ﾂｨｪ ｨｬｨ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609; ｨC ｨｨｨｪｨｰ020008ｨ 02ｨｨ CiteSeer.IST ｨｰ06ｨｺ0605ｨｮ OAI- PMH; ｨC ｨ ｨｪｨｨ ｨｰ09 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨｺｨ : ｨC ｨｰｨ ｨｪｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｬｨｮ05ｨｨ080609ｨ ｨｰｨｹ 04ｨ ｨｪｨ 060ｨｪ06ｨｬ ｨｺ02 ｨｨ ｨｮ ﾂｨｨｨｰｨｹ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨ02 09ｨｰｨ ｨｰｨｹｨｨ ｨｪｨ 06ｨ 06ｨｨ ｨｺｨ 0 (ｨ ｨ 04ｨ ｨ ); ｨC ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨ 0405ｨｨ ﾂｨｪ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ: ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02, ｨ 09ｨｰ0608ｨ ｨｬ, 00060ｨｮ ｨｨ040ｨ ｨｪｨｨ07 ｨｨ ｨｰ. 07.; ｨC ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨ07 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｰ080602ｨｪｨｨ07 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｺｨ ｨｰｨ ｨ ; ｨC 09ｨｪ ｨｪｨｨ ｨｰ ｨｪｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｺ ｨｺｨｰｨｨ09ｨｪ040 04ｨ ｨｺ05ｨ 006ｨｺ, ﾂｨｰ06ｨ 04 ｨｮ ﾂ02ｨｪ0402 ｨｬ060005ｨｨ 09ｨｰ0806ｨｨｨｰｨｹ ｨｰｨ ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ, 08ｨ 04ｨｬ02 ﾂｨ ｨｰｨｹ 09ｨｰｨ ｨｰｨｹｨｨ ｨｰ0200ｨ ｨｬｨｨ ｨｨ 06ｨ ｨｬ02ｨｪｨｨ09ｨ ｨｰｨｹ ｨｰ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 0706 ｨ ｨｪｨ ｨｨｨｨ ｨｨ0906ｨｬ del.icio.us; ｨC ｨｨ09ｨｰ02ｨｬ04 ｨｪｨ ｨ 060ｨｪ ｨｰ ｨｰ08ｨｮ0ｨｪ ｨ 02ｨｬ ｨｨ ｨｪ ｨ 060ｨｪ ｨｺ060ｨ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ NEC 09 CiteSeer.IST, ﾂｨｰ06ｨ 04 ｨｺ060 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｬ0600 ｨｨｨｬ02ｨｰｨｹ 09ｨｰｨ ｨｰｨｮ09 free software ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] ｨ ｨｪｨｨ02 08ｨｮ0909ｨｺ ﾂｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨｪｨ 00ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰ ｨｨ // 05ｨ. ｨｰ ｨｪｨ ｨｮ ﾂ. ｨｺ06ｨｪ ｨ ｨｮ ﾂｨｪ04ｨｦ ｨｨ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ03, [2] 00ｨ 09ｨｨ05ｨｹ , , 05ｨ ｨｬｨｮ , 0ｨ ｨｬｨｨｨｪｨ ﾂ02ｨｪｨｨ02 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨ ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨｮ0909ｨｺ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ. // 05ｨ 0608ｨｪｨｨｨｺ ｨｰ08ｨｮ00609 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ RCDL ｯ2007, [3] ACM Digital Library [Electronic resource] [4] Bates M. The design of browsing and berrypicking techniques for the online search interface. Online Review 3, 5, 989. [5] CiteSeer.IST. [Electronic resource] ist.psu.edu. [6] CORR. [Electronic resource] [7] Hoff G., Mundhenk M. Finding scientific papers with homepagesearch and MOPS. In Proceedings of the Nineteenth Annual International Conference of Computer Documentation, Communicating in the New Millennium, ｨC207, 200. [8] IEEE Computer Society Digital Library [Electronic resource] [9] Giles C. L., Bollacker K. D., Lawrence S. CiteSeer: An Automatic Citation Indexing System. The Third ACM Conference on Digital Libraries,

45 ｨ 09ｨｨ05ｨｹ0209, ｨ ｨｬｨｮ090209, 02. 0ｨ ｨｬｨｨｨｪｨ, ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ [0] Giles C. L., Councill I. G. Who gets acknowledged: Measuring scientific contributions through automatic acknowledgement indexing. // Proceedings of the National Academy of Sciences, [] Giles L. et al. Automatic Document Metadata Extraction using Support Vector Machines, JCDL, [2] Kleinberg J. Authoritative sources in a hyperlinked environment. Technical Report RJ 0076, IBM, 997. [3] Lafferty J., Pereira F., McCallum A. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In International Conference on Machine Learning, 200. [4] Lawrence S., Giles L., Bollaker K. Digital Libraries and Autonomous Citation Indexing. IEEE Computer. Vol 32, [5] Lawrence S., Giles L. Inquirus, the NECI meta search engine // Proceedings of the seventh international conference on World Wide Web [6] On B., Lee D. PaSE: Locating Online Copy of Scientific Documents Effectively. In Proceedings of the 7th International Conference of Asian Digital Libraries (ICADL) ｨC48, [7] Petricek V. 02t al. A Comparison of On-line Computer Science Citation Databases. ECDL [8] Rexa Digital Library [Electronic resource] [9] Science Citation Index. [Electronic resource] scientific.thomson.com/products/sci/ [20] Seymore K, McCallum A., Rosenfeld R. Learning for Information Extraction Learning Hidden Markov Model Structure for Information Extraction AAAI ｯ99 Workshop on Machine, 999. [2] Snowball Project. [Electronic resource] tartarus.org/. [22] XPDF Project. [Electronic resource] com/xpdf/ [23] Zhuang Z., Wagle R., Giles C. L. What ｯs There and What ｯs Not? Focused Crawling for Missing Documents in Digital Libraries. JCDL Digital library and Search engine for nationallanguage research literature S. Vasiliev, D. Kozlov, S. Samusev, O. Shamina This paper describes implementation of information system and digital library to store Russian and English papers together, search in both languages, extract metadata and citations from articles and interconnect Russian and English papers into common citation index. Also a method to automatically search for new research papers in Russian is described. 45

46 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 05ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0708ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｨ05ｨｹ0209ｨ 05ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ080009ｨｺｨｨｨｦ 00609ｨｮ0ｨ ｨｰ02ｨｪｨｪ04ｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｹｨｪｨｨｨｺ 05ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ080009ｨｺｨｨｨｦ 00609ｨｮ0ｨ ｨｰ02ｨｪｨｪ04ｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ ｨ 08ｨｺ ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ080009ｨｺｨｨｨｦ 00609ｨｮ0ｨ ｨｰ02ｨｪｨｪ04ｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｰ ﾂ02ｨｰ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨ ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｨ ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ 0ｨ ｨｪｨｪ040 ｨｺ 04ｨ 0ｨ ﾂ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0308ｨｨ 0706ｨｨ09ｨｺ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ06 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ06ｨｦ 0708ｨ ｨｺｨｰｨｨｨｺ06ｨｦ ｨｰ0907 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ (020902ｨｰ, ｨｰ02ｨｺ09ｨｰｨｮ08ｨ, ｨｬｨ ). 0308ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨｰｨ 02ｨｰ 04ｨ 0ｨ ﾂｨ 0ｨ 05ｨｹｨｪ02ｨｦ ｨｨｨｪｨｰ0204ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 0706 ｨｺｨ 03006ｨｦ ｨｨ04 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ. 0809ｨｰ0608ｨ ｨｬｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｪ0609ｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 09ｨｨｨｪｨｰ0204ｨ WTGF, ｨｺ06ｨｰ0608ｨ ｨ 04ｨ 0ｨ ﾂ 0904ｨｨ ｨ 02ｨｰ ｨｮ CombMNZ. 02ｨｰ05ｨｨ- ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨ 02ｨｪｨｪ0609ｨｰｨｹ06 00ｨｮｨｪｨｺ02ｨｨｨｨ WTGF ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 08ｨ 04ｨｪ ｨ ｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｰ ﾂ02ｨｰ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｨ06 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｰ02ｨｺ09ｨｰ060904ｨｬ 04ｨ ｨｬ ｨｨ ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺ06ｨｦ 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06 ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰ060904ｨｬ ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ08ｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 06ｨ ｨｺ ｨ ｨｪｨｪ06ｨｬ 06ｨｰ ﾂ02ｨｰ ｨｰｨ ｨｪ ｨｬ02ｨｰ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ ｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ ｨｪｨｨ02 06ｨｰｨ 08ｨ ｨ 06ｨｰｨ ｨｴ02ｨｪｨ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ 04ｨ 0ｨ ﾂ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｪｨ ｨｪｨ 09ｨｰ0607ｨｴｨｨｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0008ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ 009ｨ ｨｪｨ 0708ｨ ｨｪｨｨ07: 6ｦ 0706ｨｨ09ｨｺ ｨ ｨｪｨｨ06 (content-based image retrieval ｨC CBIR) ; 6ｦ 0706ｨｨ09ｨｺ 0706 ｨｰ02ｨｺ09ｨｰ060904ｨｬ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ (descriptionbased image retrieval ｨC DBIR), ｨｺ06ｨｰ060804ｨｦ 00205ｨｨｨｰ ｨｴ02 ｨｪｨ ｨｰ08ｨｨ 0008ｨｮ ｨ ｨｮ ｨｰ080602ｨｪｨｨ07 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ: ｨC ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ ﾂ02ｨｪｨｪ0402 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ; ｨC ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ; ｨC ｨｮ ﾂ02ｨｪｨｪ ｨｮ ﾂｨｪｨｮ06 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ. 08 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ, 06ｨｰｨｪ060907ｨｰ0907: ｨｰ0402 ｨｨ ｨｺ ｨｺｨ 08ｨｰｨｨｨｪ06 ﾂｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｺ0506- ﾂ ｨ, 08ｨ 0405ｨｨ ﾂｨｪ ｨ 008ｨｮ00ｨ 07 ｨｬ02ｨｰｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 (ｨｺｨ ｨｺ ｨｬ ｨ ｨｪｨｨ07, ｨ 00ｨｨ ﾂ0209ｨｺ0602 ｨｬ0209ｨｰ ｨ ｨｪｨｨ07) ｨｨ ﾂ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨ ｨ ｨｬｨｨ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪｨｨｨｬｨ 06ｨｰ ｨｬ02ｨｰ06004, 0708ｨｨ ｨｺ06ｨｰ ﾂｨ 09ｨｰｨｹ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0607ｨｨ090409ｨ 02ｨｰ ｨｮ ﾂｨｪｨｮ06, 00 ｨ ｨｪ ﾂｨｪ06ｨｦ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｬｨｮ 09ｨｨ002ｨｪｨｨ06 (computer vision) ｨｰｨ ｨｺ0302 ｨｬ0603ｨｪ ｨｰ0802ｨｰｨｨｨｰｨｹ ｨｰ0208ｨｬｨｨｨｪ query by image content (QBIC) ｨｨ05ｨｨ ｨｰ0208ｨｬｨｨｨｪ contentｨcbased visual information retrieval (CBVIR). 0609ｨｰｨ 05ｨｹｨｪ0402 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ ﾂｨ 06ｨｰ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ 05ｨｨ04ｨｺｨｨ ｨ ｨｪｨｨ06. 05ｨ ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｪ ｨｹ040609ｨ ｨｰ020502ｨｬ ｨｪ0402 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ 06ｨｰｨｪ060907ｨｰ ｨｺ ｨｮ ﾂ02ｨｪｨｪ04ｨｬ 0908ｨｮ ﾂｨｪｨｮ06 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ 09ｨｨ09ｨｰ02ｨｬ DBIR, 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ06 ｨｪ02 ｨｰ0802ｨ ｨｮ06ｨｰ ｨｪｨ 05ｨｨ ﾂｨｨ07 ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ. 0306ｨｨ09ｨｺ 09 ｨｰｨ ｨｺｨｨ0 09ｨｨ09ｨｰ02ｨｬｨ ｨｨ ｨｨｨｰ0907 ｨｪｨ 0609ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｰｨ ｨｺｨｨ0 ｨｺｨ ｨｺ ｨｰ ｨｨ05ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ08ｨ. 06ｨｰ ｨｰ ｨｮｨｦｨｰｨｨ 06ｨｰ ｨｰ08ｨｮ00602ｨｬｨｺ0609ｨｰｨｨ ｨｨ 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｰｨ ｨｪｨｪ ｨｮ ﾂｨｪｨｮ06 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ, ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ040 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ05ｨｨ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ. 020ｨｪｨ ｨｺ06 ｨｨ ｨｮ 05ｨｰ ｨ 0209ｨｰｨｹ ｨｨ ｨｬｨｨｨｪｨｮ0904: 6ｦ 06ｨｨ07ｨｨ ﾂｨｪ04ｨｬ 09ｨｨ006ｨｬ 04ｨ ｨ ｨｰｨ ｨｺｨｨ0 09ｨｨ09ｨｰ02ｨｬ ｨｰ0907 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02-06ｨ 08ｨ , ﾂｨｰ06 ｨｬ02ｨｪ0202 ｨｮ006ｨ ｨｪ ｨｹ040609ｨ ｨｰ020507, ﾂ02ｨｬ ｨｰ02ｨｺ09ｨｰ060904ｨｦ 04ｨ ｦ ｨｨ09ｨｺｨ 0706 ｨｺ ｨｺ02ｨｨｨｨ 08ｨ 04ｨｪ ｨｪ ｨ ｨｪｨｨ07 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ ｨｪｨ 05ｨｨ04ｨ 0706 ｨｺｨ ｨｺ06ｨｦ-ｨｰ06 060ｨｪ06ｨｦ ｨｨ04 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨ 0060ｨｨｨｬ06 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｰｨｹ ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ ｨ 04ｨｪ ｨｪ06ｨｬ ｨ ｨｪｨｨｨｨ, ｨｬ ｨ 04ｨｮｨｬ0209ｨ 02ｨｬ, ﾂｨｰ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬｨ 07 ｨｺ ｨｺ02ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｨｨｪｨ ｨｨｨｰ 060ｨｪ06ｨｦ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02. 6ｦ 05ｨｨ09ｨｰ02ｨｬｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨ 09ｨｪｨｨ09ｨ 02ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ ﾂ ｨｺ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ ｨｪｨｨ09ｨ 02ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｮ ｨｰｨｹ ｨｺｨ 08ｨｰｨｨｨｪ06ｨｺ ｨ 0502ｨｬｨ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ ｨ ｨ 03 ｨC 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｨ ｨｬ02030ｨｮ 0902ｨｬｨ ｨｪｨｰｨｨｨｺ06ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020904ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ ｨｰ ｨｪ06ｨｦ ｨｨ ｨｪ0609ｨｪ ｨ 05ｨ 09ｨｰｨｨ CBIR ｨｹ040609ｨ ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰ ｨ ｨ ｨｰ ｨｨｨｰｨｹ ｨ 0502ｨｬｨｮ 04ｨ ｨ -06ｨ 08ｨ 0402ｨ ｨｨ 09ｨｮ04ｨｨｨｰｨｹ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 08ｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ ｨｨ0ｨ 04ｨ ｨ ｨｪ ｨｬ0603ｨｪ06 ｨ 0204 ｨｪｨ 05ｨｨ ﾂｨｨ ｨｨ09ｨｰ02ｨｬ02 ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰｨ 09ｨｨｨｰｨｹ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨ 0404 ｨC 04ｨ 0ｨ ﾂｨ ｨｰ08ｨｮ00602ｨｬｨｺｨ ｨｰ ｨｬ07, 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 08ｨ ｨｰ08ｨ ｨｪ02ｨｪ04 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ0402 ｨ ｨ 0404 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0906ｨ 06ｨｦ 0006ｨｰ ｨｰｨｨｨｪ ｨｰｨ ｨｰ ｨｹ040609ｨ ｨｰ020507ｨｬ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ06ｨｬｨｬ02ｨｪｨｰｨｨ080609ｨ ｨｰｨｹ ｨｨ ｨｨ05ｨｨ ﾂｨｮ03ｨｨ ｨｰ060008ｨ 00ｨｨｨｨ, 0708ｨｨ 05ｨｰ06ｨｬ ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨ07 ｨｪ ｨｰ ｨ 0704ｨ ｨｰ0205ｨｹｨｪ04ｨｬ. 02ｨ ｨｪｨｪ0402 ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨｨｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ ｨｰ020 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｺ ｨｺ06ｨｰ060804ｨｬ 06ｨｪｨｨ ｨ 0405ｨｨ ｨｪｨ 07ｨｨ09ｨ ｨｪ04. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 04ｨ 0ｨ ﾂｨ 0706ｨｨ09ｨｺｨ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 04ｨ ｨｮ ｨｰｨ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ - 46

47 30. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｹｨｪｨｨｨｺ, ｨ 08ｨｺ ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ ｨｺ ｨｪｨｨ06 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ - ﾂｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬ02ｨｰ060ｨ 09ｨｨｨｪｨｰ0204ｨ 0ｨ ｨｪｨｪ ｨ ｨｺ ｨ 0ｨ ﾂｨ 09ｨｨｨｪｨｰ0204ｨ ｨｺ08ｨ ｨｦｨｪ02 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪｨ ｨｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 00 ﾂｨｨ09ｨｰ06ｨｬｨｮ ｨｨ09ｨｺｨｮ ｨ ｨｪｨｨ06 ｨC ｨ 0405ｨ ｨｮ0706ｨｬ07ｨｪｨｮｨｰｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰ ｨｬ07, ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ 05ｨｨ03ｨｹ ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ ｨｴ02ｨｪ06 ｨｨ ｨ ｨｪｨｨ06 ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02, 006ｨｰ07 ｨｮ ｨｪ0602 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 0ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｬ060302ｨｰ 04ｨ ｨｬ02ｨｰｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0706 ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 04ｨ ｨｮ ｨｰ ﾂｨｰ06ｨ 04 ｨ ｨｬ060302ｨｪ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0706 ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 04ｨ ｨｮ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ0609ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 06ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ 09 09ｨ ｨｬｨｨｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02ｨｬ ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｰｨ ｨｺ ｨ ｨｮ09ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ 08ｨｮ ﾂｨｪ0602 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ 0706ｨｨ09ｨｺ ｨ ｨｪｨｪ04ｨｬ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ. 00 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ, ｨｹｨｪ06 03ｨｨ0806ｨｺ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｮ ﾂｨｨ , ｨ 00ｨ 06ｨｴｨｨｨｦ ｨｪｨｨ02 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ, 06ｨｺ08ｨｮ03ｨ 06ｨｴ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 [0]. 020ｨｪｨ ｨｺ06, ｨｪ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｰ0907 ｨｨ ｨｰ08ｨ 02ｨｨ02ｨｦ ｨｺ ｨｰ02ｨｺ09ｨｰｨｮ, ｨｨ ｨｺｨ ﾂ0209ｨｰ0906 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ040 ｨｰｨ ｨｺｨｨｨｬ ｨ 06ｨｬ, ｨｮ09ｨｰｨｮ07ｨ 02ｨｰ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬ 0908ｨｮ ﾂｨｪｨｮ ｨｪ ｨｬ ｨ 0605ｨｹ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｮ ﾂｨ 06ｨｰ ｨｬ02ｨｰ06004 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 04ｨ 0ｨ ﾂ02ｨｦ ｨｺ06ｨｰ ｨｰ0907 ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ ｨｨ ｨｬ02030ｨｮ ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬｨｨ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ05ｨｨ ｨｬ02ｨｪｨｰｨ 09 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｬｨｨ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬｨｨ [0, 2, 6] ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ ｨｨ0 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｺ ｨｺ02ｨｨｨｨ ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｹｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ04ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ ｨｰ ｨｰ ｨｨ, 09 ｨｬ02ｨｪｨｹ0302ｨｦ 09ｨｰ020702ｨｪｨｨ, ｨｰ02ｨｺ09ｨｰｨｮ08ｨ. 05ｨ ｨｬ06ｨｦ ｨｰ06ｨｦ ｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ06ｨｦ ｨｬ ｨｹ ｨｰｨ ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰ ｨｰ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 [, 20, 2]. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 09 ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｨ04 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰｨｮ ｨｬ04 ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ06 ｨｰｨ ｨｺ ｨｬ02ｨｰ060ｨ, ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｮ ｨｰ08ｨ ｨｪ09ｨｰ0902ｨｪｨｪ ｨ ｨｪｨｨ ｨｰ0609 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ [, 23]. 0805ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ04ｨｬ ｨｬ02ｨｰ06006ｨｬ ｨｰｨ ｨｪｨｨ ｨｰ060906ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨｪｨｺｨｨ ｨｰｨｨ 009ｨｮ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｪｨｨ07 ｨｨ ｨｰ0609 (ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ02, 0ｨｨ ｨｨ07 ｨｨ 008ｨｮ00ｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ07) [20, 2]. 00 ｨｺｨ ﾂ0209ｨｰ ｨｰ ｨｬ02ｨｰ060ｨ 0706ｨｨ09ｨｺｨ ｨｰｨｮ, ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｴ ｨｨｨｪｨｰ020402, ｨｬ04 ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ- ﾂ0209ｨｺｨｨｨｦ ｨｬ02ｨｰ060, ｨｪｨｪ04ｨｦ M. Stricker ｨｨ 0906ｨ 09ｨｰ0608ｨ ｨｬｨｨ [2] ｨｨ09ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰｨｮ0804 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨ05ｨｹｨｰ0804 0ｨ ｨ 0608ｨ (Gabor), ｨｺ06ｨｰ ｨｰ080607ｨｰ0907 ｨｪｨ 0609ｨｪ ｨ 0405ｨｨ ﾂｨｪ ﾂ02ｨｪｨｨｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0ｨ ｨ 0608ｨ ｨｮ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｺｨｨ ｨｺｨ ｨｨ04 ｨｪｨｨ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 00ｨｨ05ｨｹｨｰ08ｨ ｨｬｨｨ. 0805ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ0906ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ ｨｬ 0ｨ ｨ 0608ｨ ｨｰ ｨｨ05ｨｹｨｰ0804 ICA, ｨｺ06ｨｰ ｨｰ080607ｨｰ ｨｬ06ｨｴｨｹ06 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 0706 ｨｰ0802ｨｪｨｨ ﾂｨｪ06ｨｬｨｮ ｨｪｨ ｨ 0608ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ [3, 4]. 08ｨ ｨｺ 0706ｨｺｨ ｨ 06ｨｰ ｨｨ ｨ ｨｪｨｨ07 [6], ｨ 06ｨ 08ｨ ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ040 00ｨｨ05ｨｹｨｰ ｨｬ 06ｨ ｨｮ ﾂ02ｨｪｨｨ ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ﾂ ｨｺｨ. 06ｨｰ06 0ｨ 02ｨｰ 0609ｨｪ0609ｨ ｨｪｨｨ ｨｨｨｰｨｹ, ﾂｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ040 00ｨｨ05ｨｹｨｰ ｨ ｨｮ002ｨｰ ｨ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ﾂ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ07ｨｰｨｨ ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ02ｨｰ060ｨ 0706ｨｨ09ｨｺｨ 0706 ｨｰ02ｨｺ09ｨｰｨｮ0802, ｨｰｨ ｨｺ0302 ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｴ ｨｨｨｪｨｰ020402, ｨｬ04 ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｬ02ｨｰ ｨｨ09ｨｺｨ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 00ｨｨ05ｨｹｨｰ ICA ｨ 0ｨ ﾂｨｨ 0905ｨｨ07ｨｪｨｨ07 ｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ [, 3, 4, 5, 8, 9], 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｴｨｨ0 04ｨ 0ｨ ﾂｨｮ 09ｨｨｨｪｨｰ0204ｨ ｨｨ05ｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨ ｨｴｨ 07 ｨｨ ｨｰｨ ｨｪｨｪ ｨｪｨｨ0 ｨｬ02ｨｰ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ 04, ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 ｨｪ02ｨｺ06ｨｰ ｨｨ09ｨｺ ｨ ｨｨｨｰｨｬ0609 ｨｨ05ｨｨ 09ｨｨ09ｨｰ02ｨｬ, ｨｬ0603ｨｪ06 ｨ ｨｮ ﾂｨｨｨｰｨｹ 060ｨｨｨｪ 06ｨ ｨｴｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ, 0706 ｨｰ02ｨｬ ｨｨ05ｨｨ ｨｨｨｪ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ ｨｴｨｨｨｦ 07060ｨ 09ｨ 02ｨｬ0402 ｨｪｨ ｨ ｨ 06ｨｰ02 [7] ( ) ｨ 09ｨｰ ｨｰ ｨｬ ｨｹ p-ｨｪ0608ｨｬ04 09 ｨｺｨ ﾂ0209ｨｰ ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨ ｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨ ｨｮ ｨ ｨｪｨ ﾂｨ ｨｰｨ ｨｺｨ 07 ｨｬ ｨｹ ｨ 0405ｨ 0708ｨｨ04ｨｪｨ ｨｪｨ ｨｪ ｨｨ03ｨｺ06ｨｬ ｨｺｨｰｨｨ09ｨｪ06ｨｦ. Edward A. Fox ｨｨ Joseph A. Shaw [7, 8] 0607ｨｨ09ｨ 05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ, ｨｮ ﾂｨｨ0903ｨｨ0 03ｨｨ0806ｨｺ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ:. CombMAX = MAX(individual similarities); 2. CombMIN = MIN(individual similarities); 3. CombSUM =SUM(individual similarities); 4. CombANZ = SUM(individual similarities) / (number of non-zero similarities); 5. CombMNZ = SUM(individual similarities) * (number of non-zero similarities) ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ05ｨｨ ｨｹ04ｨｮ ｨｰｨ ｨｪｨｪ040 ｨｨｨｬｨｨ ｨｪ ｨｬ02ｨｰ ｨｨ07ｨｪｨｨ07 ｨｪｨ 0 p-ｨｪ0608ｨｬｨ ｨｬｨｨ ｨｮ ｨｪｨ 0ｨ ｨｪｨｪ040 TREC5 ｨｺ060802ｨｦ09ｨｺｨｨｨｦ ｨｨ ｨ ｨｰ0205ｨｹ Joon Ho Lee 0706ｨｺｨ 04ｨ 05, ﾂｨｰ06 ｨｬ02ｨｰ060 CombMNZ ｨｰ0907 ｨｪｨ ｨｨｨ ｨｺｨｰｨｨ09ｨｪ04ｨｬ ｨｨ04 ｨｬ02ｨｰ , ｨｰｨ ｨｪｨｪ040 Edward A. Fox ｨｨ 0906ｨ 09ｨｰ0608ｨ ｨｬｨｨ [] ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ ｨｪ ｨｨ05 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 009ｨ 0706ｨｺｨ 04ｨ ｨｰ020507: ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨ ｨｪｨｰｨｪ040 ｨｨ ｨｪ ｨ ｨｪｨｰｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609 (R overlap, N overlap ) ｨｮ ﾂｨ 02 09ｨｨｨｪｨｰ0204ｨ 009ｨｮ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｰｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｨ ｨｪｨｪ04ｨｬ ｨｪｨｨ ｨｬｨｮ05ｨ ｨｬ. Rcommon ﾁ 2 Roverlap = ; R () + R2 Ncommon ﾁ 2 Noverlap = (2) N + N R common (N common ), R (R 2 ), N (N 2 ) ｨC ﾂｨｨ ｨ ｨｪｨｰｨｪ040 (ｨｪ ｨ ｨｪｨｰｨｪ040) 06ｨｰ0902ｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02, ｨｬ ｨｨ ｨｰ060806ｨｬ ｨｨ090060ｨｪ ｨｨ09ｨｺｨ 0. 47

48 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨ 06ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ, ｨｰｨ ｨｴｨｨ ｨ 06ｨｦ 05ｨｨｨｪ02ｨｦｨｪｨｮ06 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ06 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040. 0ｨ 0708ｨｨｨｬ0208, 09 [9] 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨｨｪ02ｨｦｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 09ｨｨｨｪｨｰ0204ｨ HSC3D ｨｮ ﾂｨ ｨｬ060002ｨｪｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609, ｨｮ ｨｰ ｨｴｨ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ, ｨｪｨｪ04ｨｬ ｨ 09ｨｰ0608ｨ ｨｬｨｨ: 00ｨｮｨｪｨｺ02ｨｨ07 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪｨ ｨｨ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪｨ. 0308ｨｨｨｬ ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ, 0609ｨｪ0609ｨ ｨｪｨｪ040 ｨｪｨ ｨｰｨｪ0609ｨｰｨｪ06ｨｬ , ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ 09 08ｨ ｨ 06ｨｰｨ 0 [3, 4] ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨ 0ｨ ﾂｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｹ06 ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨ 0ｨ ﾂｨｨ ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｮ ｨｦ 06ｨｰｨｪ0609ｨｨｨｰ ｨｨ09ｨｺ 09 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0706 ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 04ｨ ｨｮ ｨｰ060806ｨｦ ｨC 08ｨ 0405ｨｨ ﾂｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 09ｨｨｨｪｨｰ0204ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 0706 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ (09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｰ ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ08ｨ ) ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨ ｨｪｨ ｨ ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ02ｨｺ06ｨｰ ｨｨ04 ｨｪｨｨ0 ｨｨｨｬ0202ｨｰ0907 ｨｰ02ｨｺ09ｨｰ0609ｨ 07 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07 (09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02 ｨC ｨｪｨ ｨ 0608 ｨｺ0506 ﾂ ) ｨｬ0603ｨｪ06, 05ｨｰｨｨ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｪ ｨｬ ｨｰ06 ﾂｨｪ04 ｨｨ ｨｪ ｨｪ0609ｨｰｨｹ ｨｨ090409ｨ 06ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨｮ02ｨｰ ｨ 05ｨｨ040609ｨ ｨｰｨｹ ｨｬ020ｨ ｨｪｨｨ04ｨｬ 0706ｨｨ09ｨｺｨ ｨｦ ｨ ｨ ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 04ｨ ｨｮ ｨｪｨｨ07 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ06ｨｴｨｮ ｨｬｨｮ ｨｹ040609ｨ ｨｰｨｹ ｨｪ06ｨｰ02ｨｺ09ｨｰ060904ｨｦ 0706ｨｨ09ｨｺ 0706 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ ｨｹ040609ｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｮ ﾂ02ｨｪｨｪ0402 ｨｪｨ ｨｬ 03ｨ 0002, 09 ｨｺｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｬ 09ｨ ｨｬ04ｨｬ 06ｨ 08ｨ 04ｨｮ02ｨｰ0907 ｨｬｨｪ ｨｰ ｨｨ09ｨｺ0609 ｨｨ ｨｺｨ 03006ｨｬｨｮ 0907ｨｨ09ｨｺｨｮ ｨｬ0603ｨｪ ｨｨ07ｨｨ09ｨ ｨｰｨｹ ｨ 09ｨｪ04ｨｦ 08ｨ ｨｪ00ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ 06ｨ 08ｨ 0402ｨ 0708ｨｨ ｨｪ06ｨｰ02ｨｺ09ｨｰ060906ｨｬ 0706ｨｨ09ｨｺ ｨｹ040609ｨ ｨｰｨｹ ｨｬ02ｨｰ060 09ｨｨｨｪｨｰ0204ｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ ｨｨ 0706ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｰｨ ｨｺ06ｨｬ 09ｨｨ002 04ｨ 0ｨ ﾂｨ ｨｺ ｨｨｨｰ0907 ｨｺ 04ｨ 0ｨ ﾂ02 09ｨｨｨｪｨｰ0204ｨ ｨ 0ｨ ﾂｨ 09ｨｨｨｪｨｰ0204ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0706 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ 03ｨｮ09ｨｰｨｹ ｨｨｨｬ0202ｨｰ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ. 05ｨ 0ｨ ﾂｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06ｨ 04 ｨｨ04ｨｮ ﾂｨｨｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 08ｨ ｨ 06ｨｰ04 0ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪｨ 0302ｨｬ 08ｨ ｨｪｨｨｨｨ ｨｨｨｬ0205ｨｨ09ｨｹ ｨｮ06ｨｴｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0706 ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ: ｨC ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰ060904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰ02 [2] ｨC ColorMoment; ｨC ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰ060904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｰ ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ 0 [] ｨC ColorHist; ｨC ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0706 ｨｰ02ｨｺ09ｨｰｨｮ0802, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ 00ｨｨ05ｨｹｨｰ0804 ICA [4] ｨC ICAHist. 05ｨｰｨ 09ｨｨ05ｨ 09ｨｹ 04ｨ 0ｨ ﾂｨ ｨｨ ｨｰｨｨ ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨ 08ｨｪ ｨｬ0203ｨｨ09ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｺｨ ｨｨ04 0ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ 00ｨ ｨｹ, ﾂｨｰ ｨｪ02ｨｬ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ ｨ ｨｮ002ｨｰ 0ｨ 09ｨ ｨｰｨｹ ｨ ｨｮ0ｨ ﾂｨｪ ｨｰ0902ｨｰ04 ｨｪｨ 04ｨ , ﾂ02ｨｬ ｨｨ090060ｨｪ0402 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰ00205ｨｹｨｪ0609ｨｰｨｨ ｨｮｨｪｨｺ02ｨｨ07 09ｨｨｨｪｨｰ0204ｨ WTGF ｨｨｨｬ 0609ｨｪ0609ｨｪ ｨｦ09ｨｰ09ｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ, ｨｴ02ｨｦ ｨｪｨｨ07 04ｨ 0ｨ ﾂ, ｨｬｨｮ05ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｰ06ｨｰ04 ｨｨ ｨｪｨｨ ｨｬ ｨｪ02ｨｺ06ｨｰ ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07. 04ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ04ｨｦ i-ｨｦ 0907ｨｨ0906ｨｺ ｨ ｨｮ002ｨｬ 06ｨ 0604ｨｪｨ ﾂｨ ｨｰｨｹ 09ｨｨｨｬ ｨｬ ｦﾁ i. 04ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ04ｨｦ 0907ｨｨ0906ｨｺ ｨｰ06ｨｨｨｰ ｨｨ04 07ｨ 08 09ｨｨ0ｨ (x, r x (ｦﾁi) ), x ｨC 06ｨ ｨｲ02ｨｺｨｰ, ｨ r x (ｦﾁi) ｨC ｨ ｨｪ ｨｨ09ｨｺ02 ｦﾁ i ｨｨｨｪｨｰ0204ｨ 08ｨ ｨｪ ｨｬ02ｨｪｨｰｨ x ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02 ｨ ｨｮ002ｨｬ 06ｨ 0604ｨｪｨ ﾂｨ ｨｰｨｹ ｨｺｨ ｨｺ r x (0). x ﾊ ｦﾁ i 0604ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨｬ02ｨｪｨｰ x 0708ｨｨｨｪｨ ｨｨｨｰ ｨｺｨ ｨｺ06ｨｦ-ｨｰ06 07ｨ 0802 ｨｨ04 ｦﾁ i ｨｨ ｨ ｨｪ ｨｰ06ｨｬ 0907ｨｨ09ｨｺ02 ｨｪ02 08ｨ 0902ｨｪ ｨｪｨｮ ｨｦ09ｨｰ09ｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ 0002ｨｰ060 09ｨｨｨｪｨｰ0204ｨ ｨ ｨｮ002ｨｰ ｨｺｨｰｨｨ0902ｨｪ ｨｰ0605ｨｹｨｺ06 09 ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｺ06000ｨ 06ｨｪ ｨｪｨ 09ｨｰ080602ｨｪ ｨ 0ｨ ﾂｨｨ ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｬｨｪ ｨｰ09ｨ ｨ 00ｨ 02ｨｬ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨ ｨｨｨｪｨｰ0204ｨ ｨｬ04 ｨｪ02 ｨｪｨ 0305ｨｨ ｨｬ02ｨｰ060ｨ, ｨｪ0609ｨｰｨｹ06 ｨｮ ｨｰ ｨｴ ｨｬ ｨｮ ｨｨ07ｨｬ ｨｪｨ 0302ｨｦ 04ｨ 0ｨ ﾂｨｨ. 0808ｨｨｨｰ0208ｨｨ02ｨｬ 06ｨｰｨ 0608ｨ 0905ｨｮ03ｨｨ0506 ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨｨ05ｨｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｮ06ｨｴｨｨ ｨｨ00ｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 00ｨｮｨｪｨｺ02ｨｨ06 09ｨｨｨｪｨｰ0204ｨ, ｨｮ ﾂ02ｨｪｨｪ040 ｨｨ04 ｨｪ ｨｬｨ 05ｨｹｨｪ040 ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｦ ｨｺ ｨｪｨ 0302ｨｦ 04ｨ 0ｨ ﾂ02: ｨC ｨｺｨ ｨｬ02ｨｰ060ｨ 0706ｨｨ09ｨｺｨ ｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ, ｨ 03ｨ 06ｨｴ ｨｰ020702ｨｪｨｹ ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ 0708ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ 06ｨ ｨｴ ｨｮ05ｨｹｨｰｨ ｨｰｨ (ｨｨｨｪｨ ﾂ , ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ); ｨC ｨｬ02ｨｰ060 09ｨｨｨｪｨｰ0204ｨ ｨｪ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬ0203ｨｨ09ｨ ｨｪｨｨ07 ｨｺｨ ｨｺ ｨｪ02060ｨｪ ｨｪ040 (0002ｨｰ ｨｪｨｪ040) 2, ｨｰｨ ｨｺ ｨｨ 060ｨｪ ｨｪ040 (0006ｨｬ060002ｨｪｨｪ040) 0907ｨｨ09ｨｺ0609; ｨC ｨｮ05ｨｹｨｰｨ ｨｰ 08ｨ ｨ 06ｨｰ04 ｨｬ02ｨｰ060ｨ 09ｨｨｨｪｨｰ0204ｨ ｨC 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ04ｨｦ 0907ｨｨ0906ｨｺ ｨC 09ｨ ｨｬ ｨｬ060302ｨｰ ｨｰｨｹ ｨ ｨｲ02ｨｺｨｰ06ｨｬ 09ｨｨｨｪｨｰ0204ｨ ｨｨ ｨｮ ﾂｨ 09ｨｰ090609ｨ ｨｰｨｹ 09 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨｨｨ; ｨC 06ｨ 05ｨ 09ｨｰｨｹ 04ｨ 0ｨ ｨｪｨｨ07 06ｨ ｨｲ02ｨｺｨｰ ｨｨ09ｨｺ ｨｨｨｪｨ ｨｺ0609ｨ (> 0 ﾊ ｦﾁ i 6ﾍ0 0 ﾊ X, X ｨC ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ > 0 ﾊ X 6ﾍ0 > ｦﾁ i, x ﾊ ｦﾁ i ﾄ 6ﾑ9(0, 0) ﾊ ｦﾁ i ); ｨC ｨｺｨ 03004ｨｦ 0907ｨｨ0906ｨｺ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ ｨ ｨ 07 ｨｰ06 ﾂｨｺｨ ｨｪｨｨ07, ｨｺ06ｨｰ0608ｨ ｨｪ0702ｨｰ 06ｨ ｨｴｨｮ06 ｨｺｨ 08ｨｰｨｨｨｪｨｮ, ｨｪ06 ｨｪ02 ｨｨ09ｨｺ0506 ﾂｨ 02ｨｰ ｨｬｨｪ02ｨｪｨｨ07 008ｨｮ00ｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ( ｨ 00ｨ 02ｨｰ0907, 060ｨｪｨ ｨｺ06, ﾂｨｰ06 ｨｨｨｬ0202ｨｰ ｨｨ09ｨｺｨ, ｨｺ06ｨｰ060804ｨｦ ｨｬ060302ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ 09ｨｰ020702ｨｪｨｹ ｨｨ07 ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ ｨｰ06 ﾂｨｺ ｨｪｨｨ07) ｨｪ02060ｨｪ ｨｪ0609ｨｰｨｹ ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｪｨｨｨｬｨ 02ｨｰ0907 ｨｰ06, ﾂｨｰ ｨｨ09ｨｺｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｮ ﾂ02ｨｪ ｨｨ 0706ｨｬ06ｨｴｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｪｨ ｨｺ06, 0708ｨｨ 05ｨｰ06ｨｬ 06ｨｪｨｨ ｨｪ04 ｨ 04ｨｰｨｹ ｨｰｨ 09ｨｨｨｬ04 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ, ｨ ｨｰｨ ｨｺ ｨｪ04 ｨ 04ｨｰｨｹ ｨｪ04 ｨｪｨ ｨｬ ｨｬｨｪ ｨｰ0902 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (ｨｨ05ｨｨ ｨｪｨｨ ｨｪ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨｺｨｰ0608 ｨｪｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ0602 ｨｬｨｪ ｨｰ0906). 48

49 30. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｹｨｪｨｨｨｺ, ｨ 08ｨｺ ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0308ｨｨ ｨｪｨｪ ｨｪ ｨｬｨ 05ｨｹｨｪ0402 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07 ｨ 0405ｨｨ ｨｮ ﾂｨｰ02ｨｪ ｨｨ ｨｬｨ 05ｨｹｨｪ ｨｦ09ｨｰ09 ｨｨ09ｨｺ06ｨｬ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ. 002ｨｺ06ｨｰ060804ｨｬ ｨｨ04 ｨｰ0802ｨ ｨｮ02ｨｬ ｨｦ09ｨｰ09 ｨｮ ｨｰ ｨｰ ｨｨ ｨｬ02ｨｰ06004, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ02ｨｰ060 HSC3D [9] ｨｮ ｨｰ ｨｰ ｨｮ06ｨｴｨｨｨｬ ｨｦ09ｨｰ09ｨ ｨｬ. 6ｦ ｨｦ09ｨｰ ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪ0609ｨｰｨｨ ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ m ) R = ( rx, rx,..., rx ), R 2 ｨC 0209ｨｰｨｹ ｨｰｨ ｨｪ0609ｨｺｨ R, ｨｰ06000ｨ f(r ) = f(r 2 ). 6ｦ ｨｦ09ｨｰ0906 V-ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ0609ｨｰｨｨ R R = ( r, r,..., ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ m ) x x rx ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ m ) = ( r, r,..., ), ｨｰ06000ｨ ｨｨ04 ｨｰ ﾂｨｰ06 2 y y ry ( ｦﾁ i ) ( ｦﾁ i ) r x ﾜ r y i ﾊ {...m} 6ﾍ0 f(r ) ﾜ f(r 2 ). 6ｦ ｨｦ09ｨｰ0906 H-ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ0609ｨｰｨｨ R = ( r = ( r ( ｦﾁ ) ( ｦﾁ 2 ) r ( ｦﾁ m ),r,...,,..., ( ｦﾁ ) ( ｦﾁ2 ) r ( ｦﾁm+ ) R 2,r ( m+ ) ﾙ 0 r ｦﾁ, ｨｰ06 f(r ) < f(r 2 ) ) ) ), ｨｰ06000ｨ ｨｨ ｨｦ09ｨｰ09ｨ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ V-ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ0609ｨｰｨｨ ｨｰ0907 ｨｪ0206ｨ 0060ｨｨｨｬ04ｨｬｨｨ ｨｦ09ｨｰ09ｨ ｨｬｨｨ ｨｨ ｨｬ02ｨｰ060ｨ 09ｨｨｨｪｨｰ0204ｨ, ｨ 00ｨ 02ｨｬ ｨｪｨ ｨｬｨｨ 0ｨ ｨ 0060ｨｨｨｬ04ｨｬｨｨ, ｨｪ06 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ04ｨｬｨｨ. HSC3D ｨｨｨｬ0202ｨｰ ｨｰｨ ｨｺ0302 ｨｪ02ｨｺ06ｨｰ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｦ09ｨｰ09ｨ 0 ｨｰ02ｨｺ09ｨｰｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪｨ ｨｦｨｰｨｨ 00ｨｮｨｪｨｺ02ｨｨ06, ｨｮ ｨｰ ｨｴｨｮ ｨｮ06ｨｴ02ｨｬｨｮ 08ｨ 0903ｨｨ0802ｨｪｨｪ06ｨｬｨｮ ｨｪｨ ｨ 0608ｨｮ ｨｦ09ｨｰ09. 02ｨｪｨ ｨｪｨ ｨ 04ｨｰｨｹ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪ06ｨｦ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｨ ｨｬ02ｨｪｨｪ040 (0907ｨｨ09ｨｺ0609), ｨｺ0605ｨｹｨｺｨｮ ｨｬ02ｨｪｨｪ ｨｨｨｪｨ ｨｺ060904ｨｬ ｨｬ ｨｪｨ 09 08ｨ 09ｨｪ0604ｨｪｨ ﾂｨｪ04. 06ｨ ｨｺ ｨｪｨ ｨ 04ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ06 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｬ02ｨｪｨｪ040 ｨｺｨ ｨｺ 09ｨｮ ｨｨ02ｨｨ ｨｪｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 06ｨｰ 009ｨｮ ｨｬ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 08ｨ ｨ 06ｨｰ04 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｪ ｨ 04ｨｰｨｹ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ04ｨｦ 0907ｨｨ0906ｨｺ, ｨｺ06ｨｰ060804ｨｦ ｨｬ060302ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｪ040 0ｨ ｨｪｨｪ ｨｰ06ｨｦ ｨｮｨｪｨｺ02ｨｨｨｨ. 06ｨｰｨ ｨｺ, ｨｬｨｨ ｨｨ04 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｦ09ｨｰ09 ｨｪｨ 0302ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ, ｨｰ0907: ) ｨｦ09ｨｰ ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪ0609ｨｰｨｨ; 2) ｨｦ09ｨｰ0906 ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ. 0ｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｺｨ 04ｨ ｨｪｨｪ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ02 ｨｮ ｨｨ07 ｨ ｨｮ002ｨｬ ｨｨｨｰｨｹ, ｨｨ ｨｹ04ｨｮ07 009ｨ 0907ｨｨ09ｨｺｨ. 02ｨ 0604ｨｪｨ - (ｦﾁ ﾂｨｨｨｬ ｨｨ0, ｨｺｨ ｨｺ ｦﾁ ｨｨ ｦﾁ ｨ ｨｪ00ｨ ｨｬｨｨ r ) (ｦﾁ x ｨｨ r 2) x ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06. 09ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ06 06ｨ ｨｲ02ｨｺｨｰ x 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 09 06ｨ 06ｨｨ0 0907ｨｨ09ｨｺｨ 0 (020905ｨｨ 05ｨｰ06 ｨｪ02 ｨｰｨ ｨｺ, ｨ ｨｬ0603ｨｪ06 006ｨ ｨ 09ｨｨｨｰｨｹ ｨｨ0906ｨｺ 09 ｨｪｨｮ ｨｬ 08ｨ ｨｪ0006ｨｬ) ｨｬ ｨｮ06ｨｴｨｨ ｨｰ0209ｨｰ0902ｨｪｨｪ0402 ｨｮ ｨｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ ｨｪｨｨ07 ｨｨｨｰ ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰｨ x ｨｪ0206ｨ 0060ｨｨｨｬ ｨｮ ﾂｨｨｨｰｨｹ ｨｪｨ ｨｪｨ ｨ ｨｨ09ｨｺ0609 ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 08ｨ ｨｪ x 09 ｨｺｨ 03006ｨｬ ｨｨ04 ｨｪｨｨ ｨｮ09ｨｰｨｹ ｨｨｨｬ0202ｨｰ0907 N 0907ｨｨ09ｨｺ0609: ｦﾁ, ｦﾁ 2,..., ｦﾁ N ｨｬ02ｨｪｨｰｨｮ x 09 ｨｪｨｨ ｨｰｨ ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨｪｨ ｨ ｨ ｨｪ000609: r,r,..., r ｨ ｨｨｨｪｨｰ0204ｨ 08ｨ ｨｪ00 r ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ N ) (0) x x x ｨｪ ｨｮ ｨｰ ｨｰｨｹ ｨｮ ｨｨ06: min{ r,..., r x (0) ( ｦﾁ ) ( ｦﾁ ) } ﾜ r ﾜ max{ r,..., r }. ( ｦﾁ ) ( ｦﾁ N ) N x x x x x 0004ｨ ｨｨｨｬ0608ｨ ｨｪｨｨ02 06ｨ ｨｲ02ｨｺｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ ｨｰ ｨｰ060006, ｨｺｨ ｨｺ ｨｪ 08ｨ ｨｪ00 ｨｺｨ ｨｬ02ｨｪｨｰｨ ｨｮｨｪｨｺ02ｨｨ07 09ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ0609 ｨｨ 0708ｨ 09ｨｨ05ｨ ｨｺ06ｨｪｨｮ ｨｰ02ｨｬ, ｨｺｨ ｨｺ ｨｨｨｰｨｹ ｨｬｨ 05ｨｨ04ｨ 02ｨｨ06 ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｦ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨ ｨｦ09ｨｰ ｨｪｨｪ06ｨｦ 09ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ ｨｮ09ｨｰｨｹ ｨｨｨｬ0202ｨｰ0907 ｨｪ02ｨｺ06ｨｰ060804ｨｦ 0907ｨｨ0906ｨｺ a. 09ｨｮ002ｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｦﾘ(ｦﾁ) ｨｺｨ ｨｺ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｮ ｨｪｨｪ0609ｨｰｨｨ 09 ｨｰ06ｨｬ, ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 04ｨｪｨ ﾂ02ｨｪｨｨ07, 0708ｨｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｬ 0907ｨｨ09ｨｺ02, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 04ｨ ｨｮ ｨｺｨ ｨｬ02ｨｪｨｰｨ x ﾊ a ｨｬ0603ｨｪ06 08ｨ 0909ｨｬ06ｨｰ0802ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ06, 04ｨ 09ｨｨ0907ｨｴｨｮ06 06ｨｰ ｨ 0907ｨｨ09ｨｺｨ ｦﾘ(ｦﾁ) ｨｨ 06ｨｰ 08ｨ ｨｪ00ｨ (ｦﾁ) (ｦﾁ) ｨｬ02ｨｪｨｰｨ ｨｨ09ｨｺ02 r x : g(r x, ｦﾘ(ｦﾁ)). 06ｨｰｨｮ 00ｨｮｨｪｨｺ02ｨｨ06 ｨｬ04 ｨｪｨ 0409ｨ 05ｨｨ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ 09ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ0609 ｨｨ05ｨｨ 0008ｨ 09ｨｨｨｰｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ. 02ｨｪｨ ｨｪｨ 09 06ｨ 05ｨ 09ｨｰｨｨ [0.., 0..], ｨｪ ｨｪｨ ｨｨ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪｨ, ｨｮｨ 0409ｨ 02ｨｰ ｨ 06ｨｨｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ ｨ 0ｨ ﾂｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨ 06ｨｰｨｺ02 ｨｺ06ｨｬ070806ｨｬｨｨ0909ｨ ｨｬ02030ｨｮ ｨｬｨｪ02ｨｪｨｨ07ｨｬｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｮ ﾂ02ｨｰ06ｨｬ ｨｺｨ ｨｺ 08ｨ ｨｪ ｨｬ02ｨｪｨｰ0609, ｨｰｨ ｨｺ ｨｨ ｨ ｨｬｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｰ060006, ﾂｨｰ06ｨ ｨ ｨｰｨｹ ｨ ｨ 09ｨｰ08ｨ ｨｺｨｰｨｪｨｮ06 00ｨｮｨｪｨｺ02ｨｨ06 09ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ ｨｮｨｪｨｺ02ｨｨ02ｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨｬ ｨｮ06ｨｴｨｨ ｨ 09ｨｨ05ｨ (ｨｬ04 ｨｪｨ 0409ｨ 05ｨｨ ｨｨ ｨ 09ｨｨ05ｨ ｨｬｨｨ ｨｺ06ｨｪｨｮ ). 6ｦ ｨｪ02ｨｪｨｨ ｨ ｨｪｨｨ ﾂｨｪ040 ｨｮ ｨｨｨｦ: ｨC ｨｨ 0209ｨｰｨｹ 0907ｨｨ0906ｨｺ ｨｬ, ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨｺ 020ｨｨｨｪｨｨ0202, ｨｨ 09 ｨｪ02ｨｬ 0209ｨｰｨｹ 06ｨ ｨｲ02ｨｺｨｰ 09 08ｨ ｨｪ0006ｨｬ, 0706 ﾂｨｰｨｨ 08ｨ 09ｨｪ04ｨｬ 020ｨｨｨｪｨｨ0202, ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 08ｨ ｨｪ00 ｨｨ04ｨｬ02ｨｪｨｨｨｰ ｨｨｨｪｨｰ0204ｨ, 06 ﾂ02ｨｪｨｹ ｨｬｨ 05ｨ ; ｨC 0708ｨｨ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨｨｨ 009ｨｮ0 0907ｨｨ09ｨｺ0609, 060ｨｨｨｪ ｨｨ04 ｨｺ06ｨｰ ｨ 05ｨ 0ｨ 02ｨｰ ｨｬ, 0706 ﾂｨｰｨｨ 08ｨ 09ｨｪ04ｨｬ 0, ｨｰｨ ｨｺ060906ｨｦ 0706 ﾂｨｰｨｨ ｨｪ02 09ｨｪ0609ｨｨｨｰ 09ｨｺ05ｨ 0ｨ ｨｮ05ｨｹｨｰｨ ｨｰ (04ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ 006ｨ ｨ ｨｪｨｨ07 ｨｪ ｨｬ02ｨｪｨｰ0609). 0308ｨｨ 05ｨｰ06ｨｬ ｨｺｨ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06, ｨｬ02ｨｪｨｰ04 ｨｨ04ｨｬ02ｨｪ07ｨｰ ｨｦ 08ｨ ｨｪ00. 6ｦ 0005ｨｨ07ｨｪｨｨ ｨｨ09ｨｺ ｨｨ 0209ｨｰｨｹ 009ｨ ｨｬ02ｨｪｨｰｨ (x ﾊ ｦﾁ ｨｨ y ﾊ ｦﾁ 2 ) ｨｨ ｨｨ09ｨｺ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ ( ｦﾁ ) ( ｦﾁ 2 ) (ｦﾘ > ｦﾘ 2 ), ｨｪ ｨｨｨｪｨ ｨｺ060904ｨｬｨｨ 08ｨ ｨｪ00ｨ ｨｬｨｨ r x = r y, ｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02 ｨｨ0 08ｨ ｨｪ00ｨｨ ｨｪ04 ｨ 04ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ04, 0708ｨｨ ﾂ02ｨｬ r x (0) (0) > r y. 6ｦ 05ｨｰ020702ｨｪｨｹ ｨ ｨｪｨｨ04ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ0609. ﾁ02ｨｬ ｨｬ02ｨｪｨｹ ｨ ｨｪ ｨｬ02ｨｪｨｰｨ, ｨｰ02ｨｬ ｨ 0605ｨｹ ｨｰ020702ｨｪｨｹ ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ ｨｪ00ｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02. 6ｦ 05ｨｰ020702ｨｪｨｹ ｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ ｨｺｨｨｨｬ ｨｬ. ﾁ02ｨｬ ｨ 0605ｨｹ ｨ ｨｪ ｨｬ02ｨｪｨｰｨ ｨｨ ｨｨ09ｨｺｨ, 09 ｨｺ06ｨｰ060806ｨｬ 06ｨｪ 0909ｨｰ0802- ﾂｨ 02ｨｰ ｨｺｨｨｨｬ 08ｨ ｨｪ0006ｨｬ, ｨｰ02ｨｬ ｨｬ02ｨｪｨｹ ｨｰ020702ｨｪｨｹ ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ ｨｪ00ｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02. 6ｦ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ0402 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ 0907ｨｨ09ｨｺｨ ｨｨ05ｨｨ 08ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰｨ ｨｪ ｨｪ ﾂｨｹ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ040 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰｨ ﾂ020807ｨｪｨｮｨｰｨ ｨｨ ｨ 09ｨｨ05ｨ ｨｬ02ｨｰ060ｨ HSC3D, ｨｪｨ 0409ｨ ｨｪｨｪ ｨ 09ｨｰ0608ｨ ｨｬｨｨ 0008ｨ 09ｨｨｨｰｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0708ｨ 09ｨｨ0506ｨｬ 09 3D ｨｰ08ｨ ｨｪ09ｨｰ ﾂｨｨ09ｨｰ06ｨｬ 09ｨｨ002 0ｨ ｨｪｨｪ ｨ 09ｨｨ0506 ｨｪ ｨｨｨｬ02ｨｪｨｨｨｬ ｨｪｨ 0302ｨｦ 04ｨ 0ｨ - ﾂｨｨ, 060ｨｪｨ ｨｺ06, 09 ｨｪｨ 0409ｨ ｨｪｨｨｨｨ ｨ 00ｨ 02ｨｬ ｨｪｨ ｨｬｨｨ ｨｬ02ｨｰ060ｨ 06ｨｰ ｨｪ ｨ ｨｪ02ｨｪｨ ｨ ｨｮｨｺ09ｨ G ｨC gravitation. 49

50 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｹ ｨｬ04 ｨｬ060302ｨｬ 006ｨ ｨ 09ｨｨｨｰｨｹ ｨｪ ｨｮ ｨｨ02 ｨｺ 0907ｨｨ09ｨｺｨｮ ｨｦ09ｨｰ09 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｪ ｨｪ07ｨｰｨｹ ｨ 09ｨｨ05ｨ ｨｺ06ｨｪｨｮ ｨｮｨｪｨｺｨｰ04 ()ｨC(4) ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨ 09ｨ ｨｬｨｨ0 0907ｨｨ09ｨｺ ｨｮｨｪｨｺｨｰ (5) ｨｮ09ｨｰ08ｨ ｨｪ0702ｨｰ 05ｨｰ06ｨｰ ｨｪ02006 ﾂ02ｨｰ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｮ06ｨｴｨｮ06 00ｨｮｨｪｨｺ02ｨｨ06: (0) ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ N ) rx = max{ rx,rx,..., rx } (3) 02ｨｪｨ ｨｮ ｨｰ ｨｰ ｨｮ ｨｨ07ｨｬ 09ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ. 06ｨ ｨｺ0302, 0209ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 0906ｨ 05060ｨ 06ｨｰ0907 ｨｮ ｨｨ07 (3, 4). 020ｨｪｨ ｨｺ06 ｨｮ ｨｨ02 (5) 0709ｨｪ06 ｨｪｨ 08ｨｮ03ｨ 02ｨｰ0907, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨ 0907ｨｨ09ｨｺ0609 ｨｪｨｨｨｺｨ ｨｺ ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 00ｨｮｨｪｨｺ02ｨｨ ｨｪｨｪ ｨｪ ｨｺｨｰ0608ｨ, ｨｺ06ｨｰ0608ｨ 07 ｨｮ ｨｰ ｨｰ ｨｦ09ｨｰ09ｨ ｨｬ ()ｨC(4): f ( R) = ( ﾆ i ﾆ ｦﾁ r i ) x 66ｦﾘ( ｦﾁ ) ｦﾘ( ｦﾁ ) i i. (4) ( ｦﾁ ) ( ｦﾁ 2 ) ( ｦﾁ m ) R = ( rx, rx,..., rx ), ｦﾘ(ｦﾁ i ) ｨC ｨｨ09ｨｺｨ ｦﾁ i ｨｪ02ｨｪｨｨ ｨｦ09ｨｰ09ｨ (5) 04ｨ ｨｬ02ｨｪｨｨｨｬ ｨｬ02ｨｪｨｰｨ ｦﾘ(ｦﾁ i ) ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｺ0608ｨ ｨｪ ｨｬ02ｨｪｨｰ0609 g(r x (ｦﾁ),ｦﾘ(ｦﾁ)). ( ﾆ rx i ﾆ ｦﾁ i ) ( ｦﾁ i ) 66 g( rx, ｦﾘ ( ｦﾁ i )) f ( R) = ( ｦﾁ i ) g( r, ｦﾘ ( ｦﾁ )) x i (5) 00 ｨｺｨ ﾂ0209ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ g ｨｹｨｬ02ｨｬ ｨｮ06ｨｴｨｮ06 00ｨｮｨｪｨｺ02ｨｨ06: g( r 4 ( ｦﾁ 2 i ) 69 ( ｦﾁi ) 62 x, ｦﾘ ( ｦﾁi )) = ｦﾘ ( ｦﾁi ) 6660rx + 63 (6) ｨ ｨｺｨ ｨｬｨ 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨｮ ｨｨ07ｨｬｨｨ ｨｪｨ 0302ｨｦ 04ｨ 0ｨ ﾂｨｨ: ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 08ｨ ｨｪ00ｨ ｨｨ ｨ ｨｪｨ ｨ 04ｨｰｨｹ ｨｬｨｮ05ｨｹｨｰｨｨ0705ｨｨｨｺｨ ｨｰｨｨ09ｨｪ06ｨｦ; ｨC ｨｬ04 ｨｪ ｨｪ04 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ09ｨｺｨ 09 ｨｪｨｮ ｨｬ ｨｬ (ｦﾘ ﾔ 0), ｨｬ02ｨｪｨｰ 09ｨｺ0605ｨｹ ｨｺ ｨ ｨｪ00ｨ 09 ｨｪ02ｨｬ ｨ 04 ｨｪ ｨ ; ( i ) ｨC 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ r ｦﾁ x ﾔ 0, ｨｰ ｨｰｨｹ 06ｨ ｨｲ02ｨｺｨｰ 0 ｨｪ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｨ09ｨｺ02 ｦﾁ i, ｨｰ ｨｪｨ 06ｨｺｨ ｨ ｨｰｨｹ ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｺ06ｨｰ ｨｦ09ｨｰ09ｨｨ02, ｨ ｨｨｨｬ02ｨｪｨｪ06, ｨｮｨｬ02ｨｪｨｹ03ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰｨ, ｨｨ ｨｨ09ｨｺｨ ｨｪ02 08ｨ 0902ｨｪ ｨｪｨｮ0506; ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨｪｨ ｨ 04ｨｰｨｹ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪｨ ｨｨ ｨｪ ｨｪｨ ｨ 06ｨｨｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ. 0806ｨｪ09ｨｰｨ ｨｪｨｰ04 09ｨｰ020702ｨｪ02ｨｦ (2, 4) ｨｨ 09009ｨｨ00ｨ 08ｨ ｨｪ00ｨ (/2) ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨ ｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 0ｨ ｨｪｨｪ040 ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｨｨｬ02ｨｪ0702ｨｬ040 ｨｬ02ｨｰ ｨｮ ﾂｨｨ090302ｨｦ ｨｮｨｪｨｺ02ｨｨｨｨ ｨ 0405ｨ 0708ｨｨ ｨｪｨ ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08ｨ WTGF (weighted total with gravitation function ｨC ｨｪｨｪ ｨｪ ｨ 09ｨｨｨｰｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ) ｨ 05ｨｨ04ｨ 02ｨｨ ﾂｨｨ090502ｨｪｨｨｨｦ 0ｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｪｨ ｨｬｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨｪｨｰ0204 ｨｪｨ 0609ｨｪ ｨｨ07ｨｪｨｨ07 06ｨｰ090608ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨｪ0609ｨｪ ｨ 00ｨｨ ｨ ｨｨｨｰｨｬｨ ｨｮ06ｨｴｨｨ02: ) ｨｨ ｨｨｨｰ ｨｰｨｨ080609ｨｺｨ ｨｬ02ｨｪｨｰ ｨｨ09ｨｺ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608ｨｮ; 2) 09 ｨｺ06ｨｪ ｨ ｨ ｨｰ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 06ｨｴｨｨｨｦ (ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ) ｨｬ02ｨｪｨｰ; 3) ｨｨ ｨｨｨｰ ｨｰｨｨ080609ｨｺｨ 0905ｨｨ07ｨｪｨｨ02ｨｬ 07ｨｮｨｰ02ｨｬ ｨｨｨｪ02ｨｪｨｨ07 009ｨｮ0 0907ｨｨ09ｨｺ ｨｨ ｨｪｨｪ04ｨｬ ｨｬｨｮ05ｨ ｨｬ. 06ｨ ｨｺｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 006ｨ ｨ ｨｰ ｨｺ ｨｬ02ｨｰ060ｨｮ WTGF 09ｨｮ0000ｨｨｨｺ09 MT (Merge by Two). 0308ｨｨ ｨ 08ｨｪ06ｨｬ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨｨｨ 0907ｨｨ09ｨｺ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨｨ09ｨｺｨ 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502: ｨｰ ｨｪｨｺｨｨ ( ｦﾘ ｦﾁ ｦﾘ ) ｦﾁ 2 ｦﾘ = + (7) ｨ ｨｪｨ 05ｨｨ04ｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴ02ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ0804 ｨ 0405ｨｨ ｨｪ ｨｮ06ｨｴｨｨ ｨ ｨｪｨｺｨｨ ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 ｨ ｨｨｨｰｨｬ04 09ｨｨｨｪｨｰ0204ｨ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ ｨｪ06ｨｺ. 5.. Relevance/Nonrelevance overlap evaluation 0002ｨｰ ｨｪｨｺｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ0804ｨｰｨｨ ｨ ｨｪｨｰｨｪ040/ｨｪ ｨ ｨｪｨｰｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609 [], ｨ 05ｨ 00060ｨ ｨｦ ｨｰ06ｨｰ02 ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, 0708ｨｨｨｬ02ｨｪ0702ｨｰ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨｮ0302 0ｨ 09ｨｪ ｨｰ ﾂｨｰ06ｨ ﾂｨｨ0905ｨｨｨｰｨｹ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ0804ｨｰｨｨ ｨ ｨｪｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ R overlap (000608ｨｬｨｮ05ｨ, 08ｨ ) ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ0804ｨｰｨｨ07 ｨｪ ｨ ｨｪｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ N overlap (000608ｨｬｨｮ05ｨ 2, 08ｨ ) ｨｪ0206ｨ 0060ｨｨｨｬ ﾂｨｨｨｰｨ ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｪｨｰｨｪ040 ｨｨ ｨｪ ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ, ｨｪ040 ｨｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺｨ ｨｮ ﾂ02ｨｪｨｨ07 05ｨｰｨｨ0 0ｨ ｨｪｨｪ040 ｨｬ ｨ 00ｨ 02ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨｨ ｨｺｨ ｨｺ ｨｨ07ｨｪｨｨ07, ｨｰｨ ｨｺ ｨｨ , 06ｨ ｨｲ020ｨｨｨｪ0706ｨｰ ｨｰ ｨｰｨｨｨｺ06-ｨｬｨｪ ｨｰ0902ｨｪｨｪ06ｨｬ 09ｨｬ ｨｮ ﾂ02ｨｪｨｪ ｨｨｨｪ0602 ｨｬｨｪ ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨ ｨｮ ｨｪｨｺｨｨ. 0ｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 05ｨｰ06ｨｦ ｨｪｨｺｨｨ 0904 ﾂｨｨ ｨｰ0907 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 R overlap ｨｨ N overlap Mark Recapture evaluation 0306ｨｬｨｨｨｬ ｨｪ0609ｨｪ06ｨｦ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬ 0708ｨｨ0909ｨ ｨｨ09ｨ 06ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ0402 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｮ06ｨｴｨｨｨｬｨｨ ｨｬ0603ｨｪ04ｨｬｨｨ ｨ ｨ ｨｬｨｨ. 6ｦ ｨｨｨｰ ｨｰ02ｨｺ09ｨｰ060904ｨｦ 04ｨ ｨｨ ｨｪｨｨ09ｨ 02ｨｰ ｨｬｨｪ ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ. 0ｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 05ｨｰ06ｨｦ ｨｪｨｺｨｨ ｨｰ02ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬ, ｨｺ06ｨｰ , 0706 ｨｬｨｪ02ｨｪｨｨ06 ｨ ｨ, ｨｪｨ ｨｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 04ｨ ｨｮ, 09 ｨｺｨ ﾂ0209ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｨ 0708ｨｨ0909ｨ ｨｨ09ｨ 02ｨｰ ｨｪｨｪ04ｨｦ ｨ ｨｬ ｨｰ02ｨｺ09ｨｰ. 6ｦ 0505ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｨ04 ｨ ｨ ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ ｨｪｨ ｨｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｪ0402 ｨｨ04 ｨｪｨｨ0 ｨ ｨｪｨｪ06ｨｰｨｨ08ｨｮ06ｨｰ ｨｮ ﾂｨｪｨｮ06. 0ｨ ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｰｨ ｨｺ06ｨｦ ｨ ｨｹｨｪ06 ｨｰ08ｨｮ00602ｨｬ06ｨｺ ｨｨ ｨｪ02 0ｨ 02ｨｰ ｨｰｨ ｨｺ06ｨｦ ｨｺ05ｨ - 50

51 30. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｹｨｪｨｨｨｺ, ｨ 08ｨｺ ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ, ｨｺ06ｨｰ0608ｨ ｨｮ ﾂｨ 02ｨｰ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨ ｨ ｨｨｨｬ ｨｰ ｨｹ, ﾂｨｰ06 09 ｨ ｨ 0402 ｨｨｨｬ0202ｨｰ0907 ｨｪ02ｨｺ06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｦ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ02ｨｦ. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ 05ｨｰ06 ｨｬｨｪ ｨｰ0906 ﾂ ｨｪ06 ｨｨ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0708ｨｨｨｪｨ ｨ ｨｴｨｨ0 08, 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｺｨ ﾂ0209ｨｰ ｨ ｨ ｨｨ09ｨｺｨ ｨｮ06ｨｴｨｨｨｬ 09ｨｨｨｪｨｰ020406ｨｬ ｨｬｨ ｨｬ, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ04ｨｬ 09 08ｨ ｨｮ ﾂｨ ｨｪ06ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ 0706 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ 09ｨ 03ｨｪ06, ﾂｨｰ06ｨ ｨｪｨｨｨｰ0205ｨｹｨｪｨ 07 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｰｨｮ07ｨ 05ｨ ｨｰ0605ｨｹｨｺ ｨｨ 04ｨ ｨ ｨｨ ｨｪ02 ｨｮ ﾂｨ 09ｨｰ090609ｨ 05ｨ 09 09ｨ ｨｬ06ｨｬ 0706ｨｨ09ｨｺ02. 08ｨ ﾂ0209ｨｰ0906 ｨｺｨ ｨｨ09ｨｺｨ 09 06ｨｰ00205ｨｹｨｪ0609ｨｰｨｨ ｨｬ0603ｨｪ06 ｨｰ ｨｹ ｨｪｨｨｨｰｨｹ, ﾂｨｨｨｰｨ ｨｪ06ｨｰｨｮ ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 08, ｨ 0903ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ ｨｬ0203ｨｨ09ｨ ｨｪｨｨ02 ｨｨ 0904 ﾂｨｨ0905ｨｨ ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ, ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｮｨｴ02ｨｬ 08ｨ , ｨｬ0603ｨｪ ｨｪｨｨｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ0906 ｨ ｨｨｨｰｨｬｨ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨ Fuzzy set evaluation 03ｨｮ09ｨｰｨｹ ｨｪｨ ｨｬ02ｨｰ060ｨｮ 09ｨｨｨｪｨｰ0204ｨ 07060ｨ 02ｨｰ0907 N 0907ｨｨ09ｨｺ0609 {ｦﾁ, ｦﾁ 2, ｭ, ｦﾁ N } 09 ｨｪｨ ｨ ｨｬ {ｦﾘ, ｦﾘ 2,..., ｦﾘ N }. 08ｨ 03004ｨｦ ｨｨ04 ｨｪｨｨ ﾂ ｨｨ 0706ｨｺｨ ｨ 02ｨｰ0907 ｨ ｨｮ 09 07ｨ ｨｨ09ｨｺ06ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ ｨｺｨ 03006ｨｦ 07ｨ ｨｬｨｮ ｨ 00ｨ 02ｨｰ ｨｰ0902ｨｰｨｨｨｰｨｹ ｨｪｨ : ｨｺｨ ｨｺ ｨｨ04ｨｬ02ｨｪｨｨ050609ｨｹ ｨｺｨ ﾂ0209ｨｰ0906 ｨｨ ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ ｨ 09ｨｪ02ｨｪｨｨ ｨｪ04ｨｬ? 00 ｨｺｨ ﾂ0209ｨｰ ｨｰ0902ｨｰｨ ｨｪｨｮ03ｨｪ ｨ 08ｨ ｨｰｨｹ 060ｨｨｨｪ ｨｨ04 ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ0609: ) 09ｨｰｨ ｨｮ ﾂ0302; 2) ｨｪ02 ｨｨ04ｨｬ02ｨｪｨｨ050609ｨｹ; 3) 09ｨｰｨ ｨｮ ｨ 0609ｨｪ ｨｰ0902ｨｰ0609 ｨ ｨ ｨｺｨ ｨｪ ｨｨ09ｨｺｨ ｨｪｨ ｨｮ06ｨｺ08ｨｮ03ｨｪ0609ｨｰｨｨ (08ｨｨ09. ) 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｪｨ ｨｨ04 ｨｰ08020 ｨｰ06 ﾂ02ｨｺ A, B ｨｨ05ｨｨ C ｨｮ06ｨｴｨｨｨｬ 0708ｨ 09ｨｨ05ｨ ｨｬ ｨｨ 06ｨｰ0902ｨｰ ｨ ｨｰｨ ｨｮ030203, 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｰ06 ﾂｨｺｨ A, ｨｺ06ｨｰ0608ｨ 07 06ｨｰ09ｨｰ06ｨｨｨｰ 06ｨｰ ｨｪ02ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｮ ｦﾐ ｨｪｨ ｦﾘi 66 K 66 08ｨ 0ｨｨｨ ｨｪ (08ｨ 0ｨｨｨｮ09 06ｨｺ08ｨｮ03ｨｪ0609ｨｰｨｨ = ) 09 ｨｪｨ 0708ｨ ｨｪｨｨｨｨ ｨｰｨｨ09 ﾂｨ ｨｦ 09ｨｰ080205ｨｺｨｨ, K = ﾆ ｨｰ- ｦﾘ 0902ｨｰｨ 0009ｨｰｨ ｨｮ ﾂ ｨ ｨｪｨ ｨｨ ﾂｨｪ ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｰ06 ﾂｨｺｨ C, ｨｪ ｨｰｨｨ ｨｪ06ｨｬ ｨｪｨ 0708ｨ ｨｪｨｨｨｨ ｨｨ 06ｨｰ0902ｨｰ ｨ ｨｪ02 ｨｨ04ｨｬ02ｨｪｨｨ050609ｨｹ03, ｨｰ06 ｨｰ06 ﾂｨｺｨ B 08ｨ ｨ 00ｨ 02ｨｰ0907 ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨｦﾘ 66 i K 06ｨｰ ｨｪ02ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｮ ｨｪｨ 0708ｨ ｨｪｨｨ06 ｨｺ 0202ｨｪｨｰ08ｨｮ 06ｨｺ08ｨｮ03ｨｪ0609ｨｰｨｨ. 04ｨｨ ｨ ｨｴｨｨｨｦ 09ｨｨ0 ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 ｨｬｨｪ ｨｰ09 i ｨｮ ﾂｨｨ0903ｨｨ ｨｰ0802ｨｮ000605ｨｹｨｪｨｨｨｺｨｨ ｨｨ09ｨｺ ｨｺｨ 06ｨｰ0907 ( ﾂ02ｨｪｨｨ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｪ06 ｨ 04ｨｰｨｹ ｨｰ080602ｨｪｨｨ06, ｨｮ ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ06 ｨｪ02ｨｰ 0907ｨｨ09ｨｺ ｨｪｨｮ ｨｬｨｨ ｨ ｨｬｨｨ), 06ｨ 08ｨ 04ｨｮ07 ｨｪ060904ｨｦ ｨｰ0802ｨｮ000605ｨｹｨｪｨｨｨｺ ｨｮｨｬ02ｨｪｨｰ ｨｨｨｪ04 ｨC ｨｨ 0209ｨｰｨｹ ｨｰ0802ｨ ｨｮ02ｨｬｨ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨ Competition statistics ｨｮ 060ｨｪ ｨｬ02ｨｪｨｪ ｨｺｨ ｨ 06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ ( ｨｪｨｨ0 ｨｨ ｨｰ ｨｪ040 0ｨ ｨｪｨｪ040) ｨｨ ｨ 00ｨ 02ｨｰ ｨ 09ｨｪｨｨｨｰｨｹ ｨｨ0 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ, 0708ｨｨ0909ｨ ｨｨ09ｨ 07 ｨｨｨｬ 00ｨｬ0209ｨｰｨ ｨｪｨ ｨｺ ｨｪｨｨ07 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｬ02ｨｰ060ｨC05ｨｨ ｨｨ09ｨ ｨｪｨｨ02 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ09ｨｺ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｪｨｨ06 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨｬ02, 0607ｨｨ09ｨ ｨｪｨｪ06ｨｦ 09 08ｨ , ｨｨ ｨｹ040609ｨ ｨｬ02ｨｰ060 Relevance/Nonrelevance overlap evaluation. 02ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｪｨｺｨｨ ｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨ 0609ｨ ｨｪ 08ｨ ｨｪ0202 ｨｨ, 09 ｨｰ ｨｬ07, ｨｪｨ ｨｨｨ ｨｺｨｰｨｨ0902ｨｪ ｨｪｨｺｨｨ ｨｨｨｬ02ｨｪｨｪ06 ｨｬ02ｨｰ060ｨ 09ｨｨｨｪｨｰ0204ｨ, ｨ ｨｪ ｨｨ09ｨｺｨ ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｨ09ｨｺｨ 04ｨ 0909ｨｨ09ｨｨｨｰ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｨ ｨｪ02 09ｨｰ0605ｨｹｨｺ06 06ｨｰ ｨｬ02ｨｰ060ｨ 09ｨｨｨｪｨｰ0204ｨ, 09ｨｺ0605ｨｹｨｺ06 06ｨｰ 0ｨ ｨｪｨｪ040, 07060ｨ 09ｨ 02ｨｬ040 02ｨｬｨｮ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06ｨｦ ｨ ｨ 0404 ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨ ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｦｨｰｨ 0006ｨｰ0600ｨ ｨｨ flickr ( 00 ｨｪ02ｨｦ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｺｨ ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ0402 ｨｺ0506- ﾂ020904ｨｬｨｨ ｨ ｨｬｨｨ, ｨｰｨ ｨｺ ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ 0204 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨｨｦ. 08ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ ｨｨ050609ｨｹ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ, 04ｨ 0008ｨｮ03ｨ 06ｨｴｨｨｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 09ｨ ｨｦｨｰ. 0306ｨｨ09ｨｺ ｨ ｨｪｨｨ ｨｨ ｨｨ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ060ｨ 0706ｨｨ09ｨｺｨ ｨｰ060904ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ, ｨｪｨｪ [] ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｪ06ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ ｨｨ ｨｹ040609ｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ MSFTS ｨｺ ｨ 02ｨｨｨｨ Microsoft, 09ｨｺ0506 ﾂ02ｨｪｨｪ04ｨｦ ｨｰｨ 09ｨｺｨｮ ｨｪｨ ｨ 0608ｨ MSSQL Server ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨ 0405ｨ ｨ ｨｪｨ ｨｰ0209ｨｰ0609ｨ 07 ｨ ｨ 04ｨ 060ｨｪ ｨｪ040 04ｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｰ0209ｨｰ ｨ ｨ ｨ 08ｨ ｨｪ06 00 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨ ｨ 0402 ｨｺ0506 ﾂ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｮ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0706ｨｺｨ ｨ 05ｨ 09ｨｹ 09ｨｰ08ｨ ｨｪｨｨ02ｨ, ｨｪｨ ｨｺ06ｨｰ060806ｨｦ ｨ ｨ ｨｪ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｦ ｨｰ0209ｨｰ060904ｨｦ 04ｨ ｨｨ ｨｬｨｪ ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 (09 ｨｰ ｨｰｨｨｨｺ06-ｨｬｨｪ ｨｰ0902ｨｪｨｪ06ｨｬ 09ｨｬ ) N ｨｬ02ｨｪｨｰ0609 ｨｨ ｨｨ09ｨｺ0609, 07060ｨ 09ｨ 0903ｨｨ00907 ｨｪｨ ｨｬ02ｨｰ060ｨ ｨｬ 09ｨｨｨｪｨｰ0204ｨ, ｨｨ N ｨｬ02ｨｪｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴｨｨ0 0907ｨｨ09ｨｺ ｨｺｨ ｨｨ04 ｨｬ02ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08 N 0904ｨ ｨｨ08ｨ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 ｨ ｨｮ 0706ｨｺｨ ｨ ｨｹ ｨｪ02 ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ 08ｨ 0302ｨｪｨｨ ｨｺｨ ｨ 05ｨｨ09ｨｹ ｨｨ ｨｹｨｪ06ｨｬ ｨｺ02. 02ｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｮ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨ 00ｨ ｨｹ 0904ｨ 08ｨ ｨｰｨｹ 060ｨｨｨｪ ｨｨ04 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｰ0902ｨｰｨ ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07: ｨC ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 04ｨ ｨｮ (ｨC); ｨC ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｰ0902ｨｰ0909ｨｮ02ｨｰ 04ｨ ｨｮ (0); ｨC ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 04ｨ ｨｮ (). 5

52 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｪｨｰ0204 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｹ06 0ｨ ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨ ｨ 09ｨｪｨｨｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨｨｦ WTGF ｨｨ CombMNZ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 09ｨｨｨｪｨｰ0204ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｰｨ ｨｺｨｨ0 ｨｬ02ｨｰ ｨ 0405ｨｨ ｨｰ04 ｨｬ02ｨｰ06004 ColorMoment, ColorHist ｨｨ ICAHist (09ｨｬ. 08ｨ ) ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ 08ｨｪ ｨｬ0203ｨｨ09ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｺｨ ｨｨ04 05ｨｰｨｨ0 ｨｬ02ｨｰ , ｨ 0405ｨ ｨｨ ｨｹ040609ｨ ｨｪｨ ｨｪｨ ｨｺ ｨｪｨｪｨ ｨｮｨｴｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ 0706 ｨ ｨ 0402 ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｰｨ ｨｴｨｨ0 0906ｨ 06ｨｦ 07060ｨｬｨｪ ｨｰ0906 Corel Photo Set ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0ｨ ｨｪｨｪ06ｨｦ ｨ ｨ 0404 ｨｮ ｨｪｨ 09 ｨｨｨｬ0205ｨｨ09ｨｹ ｨｪｨｺｨｨ ｨ ｨ ｨｨ ｨ 08ｨｪ06ｨｬ ｨｰ ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｪｨｺｨｨ ｨ ｨｨｨｰｨｬ ｨｨｨｪｨｰ0204ｨ ﾂｨｨ090502ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ0804ｨｰｨｨ07 (R overlap ) ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｮ06ｨｴｨ ｨｬｨｮ05ｨ : R overlap ( x) M 66 R = M ﾆ i ( 0) ( x) ( ｦﾁ i ) R ( x), (8) ( ｦﾁ ) R i ( x) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰ0609, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, ｨｬ02ｨｪｨｰｨ ｨｨ09ｨｺｨ ｦﾁ i, ｨｮ ｨｪ02ｨｪｨｪ ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬ; R (0) (x) ｨC ｨｪ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰ0609, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, x ｨｬ02ｨｪｨｰｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨｨ09ｨｺｨ, ｨｰｨ ｨｺ0302 ｨｮ ｨｪ02ｨｪｨｪ ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬ ｨｨ 05ｨｰ06ｨｰ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨ 0605ｨｹ ｨｨｨｪｨｨ0204, 04ｨｪｨ ﾂｨｨｨｰ, ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02 ｨ 0605ｨｹ ｨ ｨｪｨｰｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609, ﾂ02ｨｬ ｨｪ02ｨｬ 09 ｨｰ ｨｨ09ｨｺｨ 0, ｨｺ06ｨｰ ｨ 09ｨ 05ｨｨ ｨｪｨ ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ. ﾁ02ｨｬ ｨ 0605ｨｹ0302 0ｨ ｨｪｨｪ04ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ, ｨｰ02ｨｬ 05ｨｮ ﾂ ｨｰ060806ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ, ｨｺ06ｨｰ060804ｨｦ ｨｨ ｨｹ040609ｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ, ｨC ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ0804ｨｰｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｪ ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ (N overlap ). 02ｨｪ 0904 ﾂｨｨ ｨｬｨｮ0502, ｨ ｨｪｨ ｨｨ ﾂｨｪ06ｨｦ ｨｬｨｮ0502 (8). N overlap ( x) M 66 N = M ﾆ i ( 0) ( x) ( ｦﾁ i ) N ( x), (9) ( ｦﾁ ) N i ( x) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰ0609, ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, x ｨｬ02ｨｪｨｰｨ ｨｨ09ｨｺｨ ｦﾁ i, ｨｮ ｨｪ02ｨｪｨｪ ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬ; N (0) (x) ｨC ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰ0609, ｨｪ ｨｰ0902ｨｰ0909ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, x ｨｬ02ｨｪｨｰｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨｨ09ｨｺｨ, ｨｰｨ ｨｺ0302 ｨｮ ｨｪ02ｨｪｨｪ ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬ. ﾁ02ｨｬ ｨｬ02ｨｪｨｹ0302 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ N overlap (x), ｨｰ02ｨｬ 05ｨｮ ﾂ ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｬ02ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ : 0706ｨｨ09ｨｺ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨ 0008ｨ 00ｨｨｨｺｨ 0 08ｨｨ09. 2 (a, b, c) ｨｰｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 R overlap, N overlap ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｬ02ｨｪｨｰ ｨｰ ｨｪｨ ﾂｨ 05ｨ 0907ｨｨ09ｨｺ ｨｨ 0 09ｨｬ0203ｨｨ09ｨ 02ｨｬ ｨｨ09ｨｺ0609: 2 (a) ｨCR overlap ｨｨ09ｨｺ0609; 2 (b) ｨC R overlap ｨｨ09ｨｺ0609; 2(c) ｨC N overlap ｨｨ09ｨｺ ｨ 00ｨｨｨｺｨｨ ｨｪｨ 08ｨｨ09. 2 (a, b) (R ovelap ) 0706ｨｺｨ ｨ 06ｨｰ 06ｨ ｨｴ ｨｰ0906 ｨｬ02ｨｰ060ｨ WTGF_MT ｨｪｨ 0 ｨｬ02ｨｰ060ｨ ｨｬｨｨ CombMNZ, WeightedTotal, Random, WeightedTotal ｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ ｨｬ02ｨｰ060ｨ WTGF_MT ｨｦ09ｨｰ0902ｨｪｨｪｨ ｨｰ02ｨｪ002ｨｪ02ｨｨ ｨｬ02ｨｴｨ ｨｰｨｹ ｨ ｨｪｨｰｨｪ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｪｨ ﾂｨ 05ｨｮ 0907ｨｨ09ｨｺｨ 09 ｨ 0605ｨｹ0302ｨｦ 09ｨｰ020702ｨｪｨｨ, ﾂ02ｨｬ ｨｬ 0609ｨｰｨ 05ｨｹｨｪ04ｨｬ ｨｬ02ｨｰ060ｨ ｨｬ. 05ｨｨｨｰｨｮｨ 02ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨｮ N ovelap, ｨｺ06ｨｰ0608ｨｮ06 ｨｬ0603ｨｪ06 ｨｮ09ｨｨ002ｨｰｨｹ ｨｪｨ 0008ｨ 00ｨｨｨｺ02 08ｨｨ09. 2(c), ｨｪ0209ｨｺ0605ｨｹｨｺ06 0ｨｮ ｨｬ02ｨｰ060ｨ WTGF_MT. 05ｨ ｨｬ04ｨｬ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨ ｨｪｨｪ06ｨｬｨｮ 0706ｨｺｨ 04ｨ ｨｰ ｨｰ ｨ 00ｨｨｨｺ 00ｨｮｨｪｨｺ02ｨｨｨｨ Random, 060ｨｪｨ ｨｺ06, 05ｨｰｨｨ 0ｨ ｨｪｨｪ0402 ｨｪ0205ｨｹ ﾂｨｨｨｰｨ ｨｰｨｹ 0708ｨ ｨ ｨｪ04ｨｬｨｨ. 06ｨ ｨｺ ｨｪｨｨ ｨ 00ｨｨｨｺｨ 06ｨ ｨｮ0905ｨ 0905ｨｨ09ｨ 02ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ ｨｮ ﾂｨ ｨｦｨｪ ｨｬ02ｨｰ060ｨ 06ｨｺｨ ｨ ｨｹ 0905ｨｨ03ｨｺ06ｨｬ ｨｬｨ ｨｪ02ｨｪｨｪ ｨｬ02ｨｪｨｰ ｨｪ06ｨｬ 0907ｨｨ09ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ : 09ｨｨｨｪｨｰ0204 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 00ｨｮｨｪｨｺ02ｨｨｨｦ WTGF ｨｨ CombMNZ ｨｰｨ ｨｺ0302 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 R overlap (3) ｨｨ N overlap (4). 0ｨ ｨｮｨｪｨｺ02ｨｨ07ｨｬ 09ｨｨｨｪｨｰ0204ｨ 07060ｨ 09ｨ ｨｹ 009ｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺｨ ｨC ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 009ｨｮ0 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｪ06ｨｬｨｮ ｨｨ ｨｰ06ｨｬｨｮ 0302 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06-04ｨ ｨｮ, 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 0904ｨ 08ｨ ｨｪｨｪ06ｨｬｨｮ ｨｨ04 ｨ ｨ ｨ , ｨｪｨ 0609ｨｪ ｨｨｨｬ0206ｨｴｨｨ ｨ ｨｪｨｪ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨ ｨｮ00 008ｨｮ00ｨｮ, 0904 ﾂｨｨ ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｪｨｰｨｪ040 (ｨｪ ｨ ｨｪｨｰｨｪ040) 04ｨ ｨｮ 09 ｨｨ090060ｨｪ ｨｨ09ｨｺｨ 0 ｨｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ02ｨｬ 0907ｨｨ09ｨｺ02, ｨｮ ﾂ02ｨｪｨｪ06ｨｬ ｨｬ06ｨｴｨｹ06 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ ｨｪ02ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 05ｨｰｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ﾂｨｨ090502ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 R overlap ｨｨ N overlap. 08ｨｮｨｪｨｺ02ｨｨ07 WGTF_MT ｨｮ ﾂｨ 09ｨｰ090609ｨ 05ｨ 09 ｨｺｨ 03006ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 (09ｨｨｨｪｨｰ ｨｺｨ 03006ｨｦ 07ｨ 0804 ｨｬ02ｨｰ ) 009ｨ ｨｨｨｪ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ ｨ 09ｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ ｨ 06ｨｨ0 09ｨｬ0203ｨｨ09ｨ 02ｨｬ040 ｨｬ02ｨｰ , 09 08ｨ ｨｬｨｺｨ 0 09ｨｰ ｨC ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 07060ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ｨ, ｨｮ05ｨｮ ﾂ03ｨ 06ｨｴｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ 09ｨｨｨｪｨｰ0204ｨ. 05ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ R overlap 06ｨｰ 08ｨ 04ｨｬ0208ｨ 09ｨｬ0203ｨｨ09ｨ 02ｨｬ ｨｨ09ｨｺ ｨｰｨ ｨｪ04 ｨｪｨ 0008ｨ 00ｨｨｨｺｨ 0 08ｨｨ ｨｹ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ 04ｨ ｨｮ 09 ﾂｨｨｨｰｨ 05ｨｨ09ｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, 06ｨｰｨｬ02 ﾂ02ｨｪｨｪ0402 ｨ ｨ ｨｬｨｨ ｨｪ02ｨｬ ｨｺｨ ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0203 ｨｨ05ｨｨ 00 ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨ ｨｮ ｨ ｨｮｨｪｨｺ02ｨｨｨｨ WTGF_MT_weighted ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ 05ｨｨ0202 ｨｪｨｨ ｨ ｨ 05ｨｨ02ｨ ｨ WTGF_MT_weighted ColorHist + ColorMoment 0,0 0,9 ColorHist + ICAHist 0,02 0,25 ColorMoment + ICAHist 0,62 0,02 52

53 30. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｹｨｪｨｨｨｺ, ｨ 08ｨｺ ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 04ｨｨ ｨ 00ｨｨｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ R overlap /N overlap 06ｨｰ 08ｨ 04ｨｬ0208ｨ 0907ｨｨ09ｨｺ ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 04ｨ 0ｨ ﾂ ｨｨ09ｨｺｨ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ: a) R overlap, 09ｨｨｨｪｨｰ ｨｨ09ｨｺ0609; b) R overlap, 09ｨｨｨｪｨｰ ｨｨ09ｨｺ0609; c) N overlap, 09ｨｨｨｪｨｰ ｨｨ09ｨｺ ｨｨ ｨ 00ｨｨｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ R overlap 06ｨｰ 08ｨ 04ｨｬ0208ｨ 0907ｨｨ09ｨｺ ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ ｨｬ02ｨｰ060ｨ ｨｬ 0706ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06: ｨ ) 09ｨｨｨｪｨｰ0204 ColorHist ｨｨ ColorMoment; b) ColorHist ｨｨ ICAHist; c) ColorMoment ｨｨ ICAHist 05ｨｺｨ ﾂｨｺ0606ｨ 08ｨ 04ｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨ 00ｨｨｨｺ0609 ｨｨ ｨｰ020702ｨｪｨｪ0602 ｨｮｨ 0409ｨ ｨｪｨｨ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ R overlap 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ ｨｺ ｨｬ02ｨｪｨｰ ｨｪ ｨｨ09ｨｺｨ 0, ｨｮ ﾂ02ｨｪｨｪ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06, ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 09ｨｰ020702ｨｪｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｬ02ｨｪｨｰ ｨ ｨｮ. 0002ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪｨ 0609ｨｪ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ, ﾂｨｰ ｨｰ 0904ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｨ ｨｰｨｮ ｨｨ05ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ0802 ｨｪｨ 04ｨ , ｨｪ06 05ｨｰ06 ｨｪ02 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｮ ｨｰｨｹ 06ｨｰ0902ｨｰｨ 09 04ｨ ｨｬ. 00 ｨｰ ｨｬ07 ﾂ ｨｺｨｮ ｨｦ09ｨｰ0902ｨｪｨｪ ｨｪｨｨ09ｨ ｨｰｨｹ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨｨｬ02ｨｪｨｪ06 ｨｪｨ 0609ｨｪ ｨｬｨ ｨｪｨｰｨｨｨｺｨｨ ｨｹ ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06 ｨｪ02 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨC ｨｪ02ｨｬ ｨｨ ｨｬ02ｨｪｨｰ0609, ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ 04ｨ ｨｮ ｨ ｨｪｨｨ06, ｨ 0605ｨｹ ｨｬ02ｨｪｨｰ0609 ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ 04ｨ ｨｮ ｨｨ ｨｬｨ ｨｪｨｰｨｨｨｺ ｨｰｨｪ060302ｨｪｨｨ02 08ｨ ｨｪ000609, ｨｮ ﾂ02ｨｪｨｪ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ06, ｨｬ060302ｨｰ ｨｪ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ 09ｨｰ020702ｨｪｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ 04ｨ ｨｮ. 00 ｨｰ ｨｬ07, ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, 06ｨｺｨ 04ｨ 0903ｨｨ ｨ 06ｨｨ0 09ｨｬ0203ｨｨ09ｨ 02ｨｬ ｨｨ09ｨｺｨ 0, 09 ｨ 0605ｨｹ0302ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 06ｨｺｨ 03ｨｮｨｰ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ 04ｨ ｨｮ. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｮｨｪｨｺ02ｨｨｨｨ CombMNZ 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ06 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｪｨｨ02 08ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰ0609, 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪ ｨｨ09ｨｺｨ 0, ｨｰ06 06ｨｪｨ 0706ｨｺｨ ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ06 09 WTGF_MT ｨ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨ 0404, ｨｪｨ ｨｺ06ｨｰ060806ｨｦ 09ｨｰｨ 09ｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ, ｨｰ0609ｨ 07 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｨ0008ｨ 02ｨｰ ｨ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ ｨｹ, ﾂ02ｨｬ ｨｰ02ｨｺ09ｨｰｨｮ08ｨ. 02ｨ 05ｨｰ06ｨｬ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 [2], 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｰ060806ｨｦ ｨｨ ｨ 0405ｨ 0906ｨ 08ｨ ｨｪｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨｪｨｺｨ ｨｬ ｨ ｨｰｨｨｨｬ ｨｬ0603ｨｪ06 06ｨ ｨｲ0709ｨｪｨｨｨｰｨｹ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 08ｨ ｨ 06ｨｰ04 WTGF_MT_weighted ｨ 09ｨｪ02ｨｪｨｨ06 09 WTGF_MT. 0ｨ 0609ｨｪ ｨｺｨ 04ｨ ｨｪｨｪ060006, ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ06 09 ｨｮ ｨｨ ｨｬ0603ｨｪ06ｨｦ ｨｪ ｨｰ ｨｪ0609ｨｰｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨ ｨｮ002ｨｰ ｨｰ02ｨｬ 05ｨｮ ﾂ0302, ﾂ02ｨｬ ｨ 0605ｨｹ0302 ｨｨ090060ｨｪ ｨｨ09ｨｺ0609, 0708ｨｨ ｨｮ ｨｨｨｨ ｨｨ ﾂ02ｨｪｨｨ ｨｰｨ ｨｺ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨｨｬｨｮｨｴ0209ｨｰ ｨｮ ﾂｨ ｨｰ ｨｰ ｨｬ02ｨｪｨｰ04, ｨｺ06ｨｰ ｨ 05ｨｨ 09 ｨ 0605ｨｹ ﾂｨｨ ｨｨ09-53

54 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ ｨｨ09ｨｺ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｨ ｨｪｨｮｨｰｨｹ0907 ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ, ｨｰ06 09ｨｨ0ｨｪ06, ﾂｨｰ06 09ｨｬ0203ｨｨ09ｨ ｨｪｨｨ ｨｨ09ｨｺ0609 0ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ, ｨ 09ｨｪ02ｨｪｨｨ ｨｬ0203ｨｨ09ｨ ｨｪｨｨ02ｨｬ ｨ ｨｪｨｪ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｪｨ ｨｮｨｪｨｺ02ｨｨ07ｨｬ 09ｨｨｨｪｨｰ0204ｨ 07060ｨ 09ｨ ｨｹ ｨ 0907ｨｨ09ｨｺｨ. 00 ｨｰ ｨｬ07, ｨｪ0205ｨｹ ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ 09 0ｨ ｨｪｨｪ06ｨｦ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ ｨｪ02 ｨｮ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｨ09ｨｺｨ. 0ｨ 0008ｨ 00ｨｨｨｺｨ 0 09ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ ﾂ02ｨｰ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ N ｨｬ02ｨｪｨｰ0609, N 05 0, 04ｨｪｨ ﾂ02ｨｪｨｨ02 R overlap ｨｮｨｪｨｺ02ｨｨｨｦ CombMNZ ｨｨ WTGF_MT_weighted ｨ 0605ｨｹ ｨｨｨｪｨｨ ｨｰ ｨｨｨｰ 06 ｨｰ06ｨｬ, ﾂｨｰ ｨｮｨｪｨｺ02ｨｨ07ｨｬ 09ｨｨｨｪｨｰ0204ｨ ｨｮ0ｨ ｨｹ ｨｬ0209ｨｰｨｨｨｰｨｹ ｨ ｨｪｨｰｨｪ ｨｬ02ｨｪｨｰ04 ｨ 05ｨｨ0302 ｨｺ ｨｪｨ ﾂｨ 05ｨｮ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨｨ09ｨｺｨ. 09ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨ ｨ 05060ｨ 02ｨｰ ｨｨ 09ｨｨｨｪｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ0 ｨｬ02ｨｰ ｨｰｨｮ. 06ｨｰ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨ 0605ｨｹ0306ｨｦ 09ｨｰ020702ｨｪｨｹ ｨｺ0804ｨｰｨｨ07 ｨｨ090060ｨｪ ｨｨ09ｨｺ ｨ 09ｨｮ03002ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｺｨ 04ｨ 05ｨｨ ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ WTGF ｨｪｨ 0 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ CombMNZ, CombSUM ｨｨ ｨｪｨｪ04ｨｬ ｨｪｨｨｨｬ 0708ｨｨ ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｨ ｨｹ040609ｨ ｨｨｨｪｨｰ0204 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨ 09ｨ 05 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨｮ090205ｨｨ ﾂｨｨ09ｨ ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ WTGF 06ｨｰ ﾂｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ ｨｨ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ ｨｪ040 0ｨ ｨｪｨｪ ｨｮｨｪｨｺ02ｨｨｨｦ 09ｨｨｨｪｨｰ0204ｨ 09 05ｨｰ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨｪ ｨｺｨｮ06 09ｨｰ020702ｨｪｨｹ ｨｺ0804ｨｰｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｨ090060ｨｪ ｨｨ09ｨｺ0609 ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 09 ｨｺｨ 03006ｨｬ ｨｨ04 ｨｪｨｨ0 060ｨｪ ｨｬ02ｨｪｨｰｨ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ ｨｪ04ｨｬ ｨｺｨｨｨｬ 08ｨ ｨｪ0006ｨｬ (080204ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ 0706 ｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ07ｨｬ, ｨｰｨｮ07ｨ 0903ｨｨｨｦ ｨｨ 04ｨ ｨ 0708ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｨ09ｨｺｨ ). 00ｨｰ060806ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｺ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 06ｨｰ04 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ ｨｺｨ 04ｨ 05 09ｨ 03ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ ｨｨ09ｨｺ ｨｮｨｪｨｺ02ｨｨｨｨ WTGF. 00 0ｨ ｨｪｨｪ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 05ｨｨ0ｨｨ080609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ060ｨ CombMNZ ｨ 02ｨｪｨｪ0609ｨｰｨｹ ｨｪ040 0ｨ ｨｪｨｪ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ0907 ｨｪ ｨｺｨ ｨｰ ｨｪ0609ｨｰｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 08ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰ ｨｪ ｨｨ09ｨｺｨ 0, ｨ ｨｰｨ ｨｺ ｨｮ ﾂｨ 02 09ｨｨｨｪｨｰ0204ｨ 009ｨｮ0 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰｨｮ ｨ 0605ｨｹ03ｨ 07 09ｨｰ020702ｨｪｨｹ ｨｺ0804ｨｰｨｨ07 ｨｨ090060ｨｪ ｨｨ09ｨｺ ｨｬ02ｨｪｨｪ ｨｰ ｨｮ ﾂｨ 07 ｨｬ02ｨｰ060ｨ ｨｬ 09ｨｨｨｪｨｰ0204ｨ 09 ｨ 0605ｨｹ0302ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｮ0ｨ ｨｹ ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ0603ｨｪ ｨ ｨｰｨｹ , ﾂｨｰ06 00ｨｮｨｪｨｺ02ｨｨ07 WTGF 0904ｨｨ ｨ 02ｨｰ ｨｮ CombMNZ 0708ｨｨ ｨｮ ｨｨｨｨ 00609ｨｰ ｨｪ0609ｨｰｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 08ｨ ｨｪ00ｨ ｨｬ02ｨｪｨｰ ｨｪ ｨｨ09ｨｺｨ 0 ｨｨ ｨｪ02ｨ 0605ｨｹ0306ｨｬ ｨｺ0804ｨｰｨｨｨｨ ｨｪ ｨｨ09ｨｺ ｨｹ040609ｨ ｨｪｨｨ02 CombMNZ 0ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 0708ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｬ ｨｺ0804ｨｰｨｨｨｨ ｨｪ ｨｨ09ｨｺ0609 ｨｨ ｨｬ0603ｨｪ06ｨｦ ｨｪ ｨｰ ｨｪ0609ｨｰｨｨ 08ｨ ｨｪ ｨｬ02ｨｪｨｰ ｨｬ, ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ ｨｪｨｨ ｨｰｨ ｨｪｨｪ040 ｨｪｨ ｨｬｨｨ 04ｨ 0ｨ ﾂ ｨ 090ｨ ｨ 07 ｨC 05ｨｰ ｨｨ0506 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ 0909ｨｬ06ｨｰ080205ｨｨ ｨｬ04 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 04ｨ 0ｨ ﾂ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ: ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｨｨｪｨｰ0204ｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨ ｨ ｨｰ02ｨｺ09ｨｰ060904ｨｬ 04ｨ ｨｬ ｨｨ 09ｨｨｨｪｨｰ0204 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｰ060904ｨｬ ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ08ｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ. 0ｨ ｨｬｨｨ ｨ 0405ｨｨ ｨｬｨｮ05ｨｨ080609ｨ ｨｪ04 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07 ｨｺ 00ｨｮｨｪｨｺ02ｨｨｨｨ 09ｨｨｨｪｨｰ0204ｨ, ｨｴ02ｨｦ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 08ｨｪｨ 05ｨｨ04 ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ040 ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ 0706ｨｺｨ 04ｨ 05, ﾂｨｰ06 06ｨｪｨｨ ｨｪ02 ｨｮ ｨｰ ｨｰ ｨｬ ｨｬｨｮ05ｨｨ080609ｨ ｨｪｨｪ04ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ. 00 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 06ｨｪｨｨ ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨ ｨｨ090060ｨｪ040 ｨｬｨｪ ｨｰ09, ｨｺ06ｨｰ ｨｬ0603ｨｪ06 ｨｰ08ｨ ｨｺｨｰ0609ｨ ｨｰｨｹ ｨｺｨ ｨｺ 09ｨｰ020702ｨｪｨｹ ｨｨ07 ｨｺ ｨｰ06ｨｬｨｮ ｨｨ05ｨｨ ｨｨｨｪ06ｨｬｨｮ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 0ｨ ｨｬｨｨ ｨ 0405ｨ ｨｪｨ ｨｪ0609ｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 WTGF (weighted total with gravitation function), ｨｮ ｨｰ ｨｴｨ 07 0ｨ ｨｪｨｪ04ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ ｨｬ06ｨｴｨｹ06 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｬ ｨｺｨ 04ｨ 05ｨｨ, 09 ｨｺｨ ｨｺｨｨ0 0905ｨｮ ﾂｨ 070 ｨ ｨｺｨｰｨｨ09ｨｪｨ ｨｪ0609ｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 WTGF ( ｨｺｨ 04ｨ ｨｰ R overlap ), ｨ ｨｺ06000ｨ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 0ｨ 02ｨｰ ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 CombMNZ ｨｬ, ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨｨｪｨｰ0204ｨ ｨｨ0506 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 06ｨｰ00205ｨｹｨｪ ｨｰ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｺ ｨ ｨ 06ｨｰ ｨｨ09060ｨｨｨｰ ｨ 09ｨｮ03002ｨｪｨｨ02 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｬ02ｨｰ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 09ｨｨｨｪｨｰ0204ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 04ｨ 0ｨ ﾂ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 00ｨ 09ｨｨ05ｨｹ0209ｨ ｨｰ080602ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｦ ｨｬ02030ｨｮ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ020904ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ ｨｨ 0902ｨｬｨ ｨｪｨｰｨｨｨｺ06ｨｦ 09ｨｰｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ / 0. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｨｨｺ0609 // 0608ｨｮ004 7-ｨｦ ｨｨｨｦ09ｨｺ06ｨｦ ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ: ｨｺｨｰｨｨ09ｨｪ0402 ｨｬ02ｨｰ06004 ｨｨ ｨｰ020ｨｪ ｨｨｨｨ, ｨｺｨｰ0806ｨｪｨｪ0402 ｨｺ ｨｺ02ｨｨｨｨ03 ｨC RCDL ｯ2005, ｨC ｨ 0905ｨｹ, ｨｨ07, [2] 00ｨ 08ｨｺ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0004ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｨ07ｨｪｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺ ｨｰｨｮ ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 04ｨ ｨ -06ｨ 08ｨ 0402ｨ / ｨ 08ｨｺ0609, 0. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｬ ﾂｨｮｨｺ // 0308ｨｨｨｪ07ｨｰ06 ｨｺ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 09 ｨｰ08ｨｮ0ｨ 0 RCDL ｯ2007. 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55 30. 00ｨ 09ｨｨ05ｨｹ0209ｨ, ｨｹｨｪｨｨｨｺ, ｨ 08ｨｺ ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ approximation clusters / H. Glotin,S. Tollari // Proc. of Fourth International Workshop on Content-Based Multimedia Indexing (CBMI2005) June. [] Lee J. H. Analyses of multiple evidence combination / J. H. Lee // SIGIR ｯ97: Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval. New York, NY, USA: ACM Press, 997. P. 267ｨC276. [2] Li X. Image annotation by large-scale content-based image retrieval / X. Li, L. Chen, L. Zhang et al. // MULTIMEDIA ｯ06: Proceedings of the 4th annual ACM international conference on Multimedia. New York, NY, USA: ACM Press, P. 607ｨC60. [3] Lillis D. Probability-based fusion of information retrieval result sets / D. Lillis, F. Toolan, A. Mur et al. // Proceedings of the 6th Irish Conference on Artificial Intelligence and Cognitive Science. University of Ulster: AICS 2005, P. 47ｨC56. [4] Lillis D. Probfuse: a probabilistic approach to data fusion / D. Lillis, F. Toolan, R. Collier, J. Dunnion // SIGIR ｯ06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval. New York, NY, USA: ACM Press, P. 39ｨC46. [5] McDonald K. A comparison of score, rank and probabilitybased fusion methods for video shot retrieval / K. McDonald, A. F. Smeaton // CIVR P. 6ｨC70. [6] Mojsilovic A. Capturing image semantics with low-level descriptors / A. Mojsilovic, B. Rogowitz // Proceedings of International Conference on Image Processing, ICIP 200. Thessaloniki, Greece, September 200. [7] Salton G. Extended boolean information retrieval / G. Salton, E. A. Fox, H. Wu // Commun. ACM Vol P. 022ｨC036. [8] Shaw J. A., Fox E. A. Combination of multiple searches [Electronic resource] Mode of access: [9] Shuming Shi. Latent additivity: Combining homogeneous evidence / Shuming Shi, Ruihua Song, Ji-Rong Wen // Tech. rep. Microsoft Research. August [20] Stricker M. Similarity of Color Images / M. Stricker, M. Orengo // Proceedings of the SPIE Conference Vol P. 38ｨC392. [2] Stricker M. Spectral Covariance and Fuzzy Regions for Image Indexing / M. Stricker, A. Dimai // Machine Vision and Applications Vol. 0. P. 66ｨC73. [22] Vassilieva N. A similarity retrieval algorithm for natural images / N. Vassilieva, B. Novikov // Proceedings of the Baltic BD-BIS ｯ2004. Riga, Latvia: Scientific Papers University of Latvia, Vol Image Retrieval. Combining multiple search methods ｯ results N. Vassilieva, A. Dolnik, I. Markov Fusion techniques applied to content-based image retrieval domain are discussed. Two kinds of retrieval tasks (text query search in partly annotated database and classical content-based search) are stated. A set of specific conditions (including 00cone conditions03) are derived from stated tasks. New fusion function WTGF based on those conditions is proposed. The main advantage of the function is that it takes into account merged lists ｯ weights. Experimental results for both retrieval tasks are given. Experiments show that WTGF outperforms CombMNZ for some tasks. Color- and texture-based techniques are used for the experiments. A set of techniques for fusion functions and search methods evaluation are also described. Relevance/nonrelevance overlap evaluation, mark recapture evaluation, fuzzy set evaluation are among them. 55

56 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｪ ﾂｨ ｨ ｨ ｨｪｨｹ ｨｺｨｨｨｦ ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ06 06ｨ 00ｨ ｨｪ ｨｺｨｨｨｦ ｨｰ020ｨｪ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｨｨｪ09ｨｰｨｨｨｰｨｮｨｰ 0703ｨｪ ｨ 05ｨｹｨｪ ｨｪｨｨ ｨｨｨｰ02ｨｰｨ 09ｨ ｨ 0608ｨ ｨｰ0608ｨｨ07 00ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 0502ｨｬ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｨｨｪｨｰ ｨｺｨｰｨ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ 0502ｨｬｨ 0706ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｰ06ｨｨｨｰ ｨｨ04 009ｨｮ0 0609ｨｪ0609ｨｪ040 04ｨ 0ｨ ﾂ: 04ｨ 0ｨ ﾂｨｨ 06ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 05ｨｨ02ｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ (002ｨｰ02ｨｺ02ｨｨ07 05ｨｨ02) ｨｨ 04ｨ 0ｨ ﾂｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 05ｨｨ02ｨ -04ｨ ｨ 09 05ｨｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｨ04 ｨ ｨ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 00ｨ ｨｦ (ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨ07 05ｨｨ02). 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｬ02ｨｰ ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ02, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｨｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｰｨ ｨｪｨｨ06 ｨC ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0202 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ, ｨｬ02ｨｪｨｰｨ ｨｬｨｨ ｨｺ06ｨｰ060806ｨｦ ｨｰ ｨｪｨ ｨｺｨｨ ﾂｨ 09ｨｰｨｪ ｨｨ ｨｪ040 06ｨｰ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｺ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｺｨ 04ｨ ｨｪｨ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｹ ｨｬ02ｨｰ060ｨ ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ 0708ｨｺ0609ｨｰｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ02 ｨｪｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ040 ｨ ｨ 04ｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02, ｨｴｨｨ ｨ ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪｨｨ02 0ｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨ 0502ｨｬｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ﾂ ｨｺｨ 0706 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 05ｨｨ02ｨ 0708ｨｨ090502ｨｺｨ 02ｨｰ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｨ ｨ ｨｰ0205ｨｹ09ｨｺｨｨ0 0008ｨｮ ｨ 05ｨ 09ｨｰｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 06ｨ 08ｨ ｨｰｨ 04ｨ 0ｨ ﾂｨ ｨｮ ﾂｨｨ05ｨ ｨ ｨｮ08ｨｪ ｨ 0409ｨｨｨｰｨｨ02 04ｨ ｨｪｨｨ ｨｰｨｹ 0502ｨｰ, 06 ﾂ02ｨｬ 0909ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨｮ06ｨｰ 0607ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪｨｪ ｨｬｨ 08ｨｰｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 03ｨｨ0806ｨｺ06ｨｬｨ 0903ｨｰｨ ｨ ｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ ｨｬ02ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨ ｨｨ06ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ﾂ ｨｺｨ [22], ｨｪｨｪ040 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｬ ｨｨｨｪ09ｨｰｨｨｨｰｨｮｨｰ06ｨｬ 09ｨｰｨ ｨｪ0ｨ 08ｨｰ0609 ｨｨ ｨｰ020ｨｪ ｨｨｨｦ (National Institute of Standards and Technology) ｨ ｨｬｨｺｨ 0 ｨｨ ｨ ｨｪｨｨ07 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨｰ08ｨｨ ｨ ｨ ｨｨ06ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, ｨ ｨｨｨｬ02ｨｪｨｪ06 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 08ｨ 0ｨｮ03ｨｪ06ｨｦ 06ｨ ﾂｨｺｨｨ 0005ｨ 04ｨ, 0706 ｨｰ08020ｨｬ0208ｨｪ06ｨｦ ｨｬ ｨｨ ﾂ ｨｺｨ ｨｨ ｨ 04 ﾂｨｪ06ｨｬｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 05ｨｨ02ｨ. 05ｨ 0ｨ ﾂｨ ｨ ｨｨ06ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ﾂ ｨｺｨ 0706 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 05ｨｨ02ｨ ｨｰ06ｨｨｨｰ ｨｨ04 009ｨｮ0 0609ｨｪ0609ｨｪ040 04ｨ 0ｨ ﾂ: 04ｨ 0ｨ ﾂｨｨ 06ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 05ｨｨ02ｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ ｨｨ 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02ｨ, ｨｰ ﾂｨｨ090502ｨｪｨｨ07 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ 05ｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｪｨｨｨｺｨ 06ｨｰ 0603ｨｨｨ ｨｺｨｨ ｨｺ ｨ 08ｨ ｨｺｨｰ0208ｨ. 0203ｨｨｨ ｨｺｨ ｨ (FAR ｨC False Accept Rate) ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰｨｪ0609ｨｰｨｨ ｨｰ060006, ﾂｨｰ06 ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｨｨ 06 ﾂｨｪ06 06ｨｰｨｪ020902ｨｰ ｨｪ02ｨｨ ｨｰｨｪ ｨｨ0206 ｨｺ 060ｨｪ06ｨｬｨｮ ｨｨ04 ｨｨ ｨｰｨｪ040 05ｨｨ ｨｨｨ ｨｺｨ 09ｨｰ ｨ (FRR ｨC False Reject Rate) 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｨ ｨｰｨｪ ｨｨ ｨｨｨ 06 ﾂｨｪ ﾂｨｨｨｰｨ 02ｨｰ ｨｪ02ｨｨ ｨｰｨｪ04ｨｬ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ0 0708ｨｨ ｨｪｨｨ070 06ｨ 04 ﾂｨｪ06 00ｨｨｨｺ09ｨｨ08ｨｮ06ｨｰ 00607ｨｮ09ｨｰｨｨｨｬ04ｨｦ ｨｮ ｨｪｨｹ 0603ｨｨｨ ｨｺｨｨ ｨ ｨｨ 09ｨｰｨ 08ｨ 06ｨｰ0907 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 0603ｨｨｨ ｨｺｨｮ 09ｨｰ ｨ ｨ 09ｨｪ ｨｨ ｨｪｨｪ04ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｬ02ｨｪｨｪ ｨｨ09ｨｰ02ｨｬ04 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨ ｨｪ04 ｨｨ002ｨｪｨｰｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ 05ｨｨ02ｨ ｨｺ06ｨｦ ｨｪｨ 00203ｨｪ0609ｨｰｨｹ06, 0708ｨｨ 05ｨｰ06ｨｬ ｨｪｨ 00203ｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 08ｨ 04ｨｬ ｨｨ02ｨ, ｨ ｨｪｨｨ07 ｨｨ ｨｮ ｨｨｨｦ ｨｴ02ｨｪｨｪ0609ｨｰｨｨ ｨ 04ｨｬ020806ｨｬ 05ｨｨ02ｨ 0706ｨｪｨｨｨｬｨ 02ｨｰ0907 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨｺ ｨｦ ｨｬ02030ｨｮ 0202ｨｪｨｰ08ｨ ｨｬｨｨ 0408ｨ ﾂｨｺ ｨ ｨｺ, 0708ｨｨ 08ｨ ｨ 06ｨｰ02 05ｨｮ ﾂ03ｨｨ0 ｨ ｨｨｨｰｨｬ ｨｮ ｨｨ070 ｨｺ06ｨｪｨｰ080605ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｴ02ｨｪｨｪ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨｨｨｬ 08ｨ ｨｪｨｨ02ｨｬ [22] (08ｨ 04ｨｬ ｨｨ02ｨ ｨｨｨｺ ｨｦ ｨｨ ｨ ) 0708ｨｨ 0603ｨｨｨ ｨｺ ｨ 0, % 0603ｨｨｨ ｨｺｨ 09ｨｰ ｨ ｨｰｨ ｨｰ %. 00 ｨｮ ｨｨ070 ｨｪ02ｨｺ06ｨｪｨｰ080605ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｴ02ｨｪｨｪ0609ｨｰｨｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｺ ｨ ｨｪｨｨ ｨｨ 0603ｨｨｨ ｨｺ ｨ 0, % 0603ｨｨｨ ｨｺｨ 09ｨｰ ｨ 00609ｨｰｨｨ00ｨ 02ｨｰ 0ｨC5 %. 02ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ00ｨ 06ｨｰ0907 ｨｪｨ ｨｪｨｰｨ 05ｨｹｨｪ040 05ｨｨ02ｨ 0 ｨｨ04 ｨｪ0608ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ040 ｨ ｨ 04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｮ ﾂ03ｨｨｨｬｨｨ ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨ ｨｨｨｰｨｬｨ ｨｬｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 [22]. 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨ ｨｨｨｰｨｬ04, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨ ｨｪｨ 05ｨｨ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 00ｨ 08ｨｺ060909ｨｺｨｨ , 0505ｨ 09ｨｰｨｨ ﾂｨｪ ｨ 00ｨ 0, 0902ｨｦ090502ｨｰｨ ｨｪｨ 05ｨｨ0402, ｨ ｨｪｨ 05ｨｨ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ040 ｨｰ06 ﾂ02ｨｺ ｨｨ ｨ ｨｨｨｰｨｬ04, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｪ02ｨｦ0806ｨｪｨｪ ｨｰ ｨ 0ｨｨｨｬ ｨｺ08ｨ ｨｰｨｺｨｮ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｮ ｨｪｨ ｨｨｨ ｨｮ050708ｨｪ04ｨｬ ｨｬ02ｨｰ060ｨ ｨｬ. 0002ｨｰ ｨ 09ｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ (Principal Component Analysis, PCA) [2, 9, 8] ｨｰ0907, ｨｮｨｰｨｨ, 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬ02ｨｰ06006ｨｬ ｨｨ 0708ｨｨｨｬ02ｨｪ0702ｨｰ ｨ ｨｰｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｰ0208ｨｹ. 0209ｨｪ0609ｨｪｨ 07 ｨｨ00207 ｨｬ02ｨｰ060ｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｨｨｪ02ｨｦｨｪ06ｨｬ 0608ｨｰ060006ｨｪｨ 05ｨｹｨｪ06ｨｬ ｨ 08ｨ ｨ ｨｪｨｨｨｨ ｨｪ ｨｺｨｰ0608ｨ ｨ 0605ｨｹ0306ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｪ06ｨｦ 0902ｨｺｨｰ0608 ｨｬｨ 0506ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 09 ｨｪ02ｨｺ ｨｨ080609ｨ ｨｪｨｪ04ｨｬｨｨ ｨｺ ｨｨｨｪｨ ｨｰｨ ｨｬｨｨ. 00 ｨｰ0208ｨｬｨｨｨｪｨ 0 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｪ ｨｺｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 0202ｨｪｨｰ08ｨｨ080609ｨ ｨｪｨｪ0402 ｨｨ 0708ｨｨ ｨｪｨｪ0402 ｨｺ 020ｨｨｨｪ06ｨｬｨｮ ｨｬｨ 0903ｨｰｨ ｨ ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02ｨ 0904 ﾂｨｨ ｨｰ ｨ 09ｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04, 0708ｨｨ 05ｨｰ06ｨｬ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｨ 0005ｨ 09ｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｨ ｨｰｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ ｨｰｨ 05ｨｹｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0209ｨｪ0609ｨｪ06ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ 05ｨｰ06ｨｦ 0008ｨｮ ｨｬ02ｨｰ ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｺｨｨ0 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ070 ｨｺ ｨｮ ｨｨ07ｨｬ 09ｨｲ02ｨｬｨｺｨｨ ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06ｨｦ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07. 56

57 ｨｪ ﾂｨ , ｨ ｨ ｨｪｨｹ, ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ06, ｨｺｨｨｨｦ. 0306ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ06 09ｨｨｨｪ02ｨｦｨｪ04ｨｦ 0ｨｨ09ｨｺ08ｨｨｨｬｨｨｨｪｨ ｨｪｨｰｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 (05ｨｨｨｪ02ｨｦｨｪ04ｨｦ 0ｨｨ09ｨｺ08ｨｨｨｬｨｨｨｪｨ ｨｪｨｰ 08ｨｨ030208ｨ, Linear Discriminant Analysis, LDA) [8,, 7] 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｺ02ｨｨｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨ04ｨｪｨ ｨｺ0609 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 09ｨｪｨｮｨｰ08ｨｨｨｺ05ｨ ｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬ0203ｨｺ05ｨ ｨ 0909ｨｰ0607ｨｪｨｨ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨ04ｨｪｨ ｨｺ ｨ ｨｪｨｪ06ｨｦ 0008ｨｮ ｨｬ02ｨｰ ｨｦ09ｨｰ0902ｨｪｨｪｨ ｨｺｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｰ06004 ｨｪｨ 0609ｨｪ ｨｺ0804ｨｰ040 00ｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨｦ [20, 5] ｨｰ ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ｨｬ06ｨｴｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｺ0804ｨｰ06ｨｦ 060ｨｪ06ｨｬ0208ｨｪ06ｨｦ 00ｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｬ ｨｨ ｨ 0405ｨ ｨｪｨ Samaria [24]. 08ｨ 030ｨ 07 ｨｬ ｨｹ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｪｨ ｨ ｨｰ0607ｨｪｨｨｨｦ, ｨｬ02030ｨｮ ｨｺ06ｨｰ060804ｨｬｨｨ ｨｬ0603ｨｪ ｨｺｨ 03004ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 0060ｨｨｨｰ ｨｰ ｨｪｨｪ06ｨｬ ｨｰ0607ｨｪｨｨｨｨ. 00 ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ040 00ｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨｺｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｺｨ ｨｮ06ｨｴ ｨｰ0607ｨｪｨｨ02 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ ｨｰ02ｨｺｨｮｨｴ ｨｰ0607ｨｪｨｨ ｨ ｨｪｨ 09ｨ ｨｪｨｨｨｨ 06ｨ 08ｨ ｨｺ0804ｨｰ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ 0708ｨｨｨｬ02ｨｪ0706ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ. 08ｨ 03006ｨｬｨｮ ｨｺ05ｨ 0909ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬ ｨｹ. 04ｨ ｨｪｨ 09ｨ 02ｨｬ04ｨｦ 06ｨ 08ｨ ｨｰｨ ｨｰ ｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｪｨ ｨ ｨｪｨｨｨｦ, ｨｨ ｨｺｨ 03006ｨｦ ｨｬ ｨｨ 0904 ﾂｨｨ ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 05ｨｰｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｬ060005ｨ ｨ 04ｨｰｨｹ ｨｪ0208ｨｨ080609ｨ ｨｪｨ ｨｨｨｬ02ｨｪｨｪ06 05ｨｰ06ｨｦ ｨｬ ｨｹ ｨｰｨ ｨｰｨｺ06ｨｬ 05ｨｰ ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 09ｨｺ0804ｨｰ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ 06ｨ 05ｨ 0ｨ 06ｨｰ ｨｦ 08ｨ 0405ｨｨ ﾂｨ 06ｨｴ02ｨｦ ｨ ｨｪ0609ｨｰｨｹ06, ｨｰ. 02. ｨ ｨｨｨｰｨｬ 06ｨ ｨｮ ﾂ02ｨｪｨｨ07 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ08ｨｮ02ｨｰ 06ｨｰｨｺ05ｨｨｨｺ ｨｪｨ ｨｨ ｨｺ05ｨ , ｨｪ06 ｨｪ02 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ08ｨｮ02ｨｰ 06ｨｰｨｺ05ｨｨｨｺ ｨｪｨ 008ｨｮ00ｨｨ02 ｨｺ05ｨ ｨｰｨ ｨｺ, ｨｬ04 ｨ ｨｨ09ｨ 05ｨｨ 05ｨｨ03ｨｹ 0609ｨｪ0609ｨｪ ｨｺ ｨｪｨｨ06 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02. 0ｨ 09ｨ ｨｬ06ｨｬ , 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨ 0605ｨｹ ﾂｨｨ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ ｨｨ ｨｬ02ｨｰ , 04ｨ 0905ｨｮ03ｨｨ09ｨ 06ｨｴｨｨ0 06ｨｰ00205ｨｹｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨ ｨｪ ｨ ｨｬ02ｨｪｨｪ040 ｨｬ02ｨｰ ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ ｨｮ06ｨｴｨｨ0 08ｨ ｨ 06ｨｰｨ 0 [5, 5, 28] ｨｹ03ｨｨｨｪ09ｨｰ ｨ ｨ 06ｨｰ ｨ ｨｪｨ 09ｨ ｨｪｨｨ06 05ｨｨ02 ｨｪｨ 0708ｨ ｨｪ04 ｨｪｨ ｨｪｨｨ02 04ｨ 0ｨ ﾂｨｨ ｨ ｨｨ06ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ﾂ ｨｺｨ ｨ ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬｨ 0 ｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ ｨｰｨｮ07ｨ ｨｨ00ｨｨｨｺｨ 05ｨｰｨｨ0 04ｨ 0ｨ ﾂ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨ ｨｨｨｰｨｬｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｲ ｨｰ0907 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, ｨｮ ﾂ02ｨｪｨｪ ｨｨ ｨｪｨｪ040 ｨｨ 04ｨ 08ｨ ｨｪ0202 ｨｨ ｨｰｨｪ040 ｨｮ ｨｨ070 09ｨｲ02ｨｬｨｺｨｨ, ｨｺ0605ｨｹｨｺｨｮ ｨｪ ｨｰｨ ｨｰ ｨｰ08ｨｮ0ｨ 06ｨ 0608ｨｮ00609ｨ ｨｰｨｹ ｨｺ06ｨｪｨｰ080605ｨｹｨｪ ｨｮ09ｨｺｨｪ06ｨｦ 07ｨｮｨｪｨｺｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ04ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｴ02ｨｪｨｨ07 ｨｨ 09ｨｨ00206ｨｺｨ ｨｬ0208, 06ｨ ﾂｨｨ09ｨ 06ｨｴｨｨ0 ｨｰ0802ｨ ｨｮ02ｨｬ0602 ｨｺｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07. 06ｨ ｨｺｨ ｨ 060ｨ ｨｰ080602ｨｪｨｨ07 ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨｨｦ ｨｰ ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｮ ｨｰｨ ｨｪ ｨｪｨｨ07 ｨｰ08020ｨｬ0208ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02ｨ, ｨ ｨｰｨ ｨｺ ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨ ｨｰ06 ﾂｨｪｨｮ06 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨ06 ｨｪ ｨｪ06ｨｬｨｮ 09ｨｪｨｨｨｬｨｺｨｮ, ｨ ｨｨ ｨｮ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 04ｨ 0ｨ ﾂｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｰ0802ｨｰｨｪ04ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨ ｨｮ002ｨｬ 0706ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 (ｨｺｨ ｨｺ ｨｰｨｪ0402, ｨｰｨ ｨｺ ｨｨ ｨｮｨｰ06ｨｪ ), ｨ ｨｴｨｨ ｨｨ ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨｰｨ 05ｨｹｨｪ040 05ｨｨ02, ｨｪ02 09ｨｺ0804ｨｰ040 04ｨ ｨｰ060806ｨｪｨｪｨｨｨｬｨｨ ｨｬ02ｨｰｨ ｨｬｨｨ ｨｨ 06009ｨ ｨｰ0409ｨ 06ｨｴｨｨ ｨｪ0609ｨｪ ｨｨ ｨｨ04ｨｪｨ ｨｺｨｨ, ｨｰｨ ｨｺｨｨ02 ｨｺｨ ｨｺ ｨ ｨｨ, 0005ｨ 04ｨ, ｨｪ0609 ｨｨ 0806ｨｰ. 0308ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 06ｨｪｨｰ0208ｨｪ02ｨｰｨ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｬ04 ｨｨｨｬ0202ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ07 (08ｨ 04ｨｬ ｨｨ02ｨ 75ｨC0 07ｨｨｨｺ ｨｦ) ｨｨ ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ07 (08ｨ 04ｨｬ ｨｨ02ｨ ｨｬ02ｨｪ ｨｨｨｺ ｨｦ), ｨｮ ﾂ02ｨｪｨｪ04ｨｬｨｨ 0708ｨｨ ｨｪ02ｨｺ06ｨｪｨｰ080605ｨｨ08ｨｮ02ｨｬ040 ｨｮ ｨｨ ｨｴ02ｨｪｨｨ ｨｬ02 ｨｰ060006, 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｺ ｨｰ0802 ﾂｨ 06ｨｰ ｨｰ ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ02ｨ ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨｪ02ｨｦｨｰ08ｨ 05ｨｹｨｪ04ｨｬ ｨ 0302ｨｪｨｨ02ｨｬ 05ｨｨ02ｨ. 0ｨ 05ｨｨ- ﾂｨｨ02 05ｨｬ0602ｨｨｨｦ ｨｨ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ02 06ｨｰ ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ0ｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮ ｨｪ0706ｨｰ 04ｨ 0ｨ ﾂｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02ｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0603ｨｨ0ｨ ｨｰｨｹ 09ｨｰ0605ｨｹ ｨｺ06ｨｦ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ 06ｨｰ ｨ ｨｨｨｰｨｬ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 06ｨｪｨｰ0208ｨｪ02ｨｰ 0706ｨｨ09ｨｺｨ ｨｪ ｨｨ0060ｨｨｨｰ ｨ ｨｪｨｪ06ｨｦ ｨｰｨ ｨｪ0609ｨｺ ｨ 08ｨ 04ｨｪ ｨｨｨｰｨｹ ｨｨ09ｨｺ02 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 05ｨｨ02, ｨｪｨ ｨｨｨ ｨｨ0 ｨｪｨ 05ｨｨ ｨ ｨｨｨｬ020806ｨｬ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｪ06ｨｦ ｨｺ06ｨｪ ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｮ050708ｨｪ04ｨｦ ｨｺｨｰ myheritage.com, ｨｴｨｨｨｦ 04ｨ 0008ｨｮ04ｨｨｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 05ｨｨ02ｨ ｨｨ 0706ｨｨ09ｨｺｨ ｨｰｨｹ ｨｪｨ ｨｨｨ ｨｨ02 ｨｪｨ ｨｪ ｨｰ060008ｨ 00ｨｨｨｨ 04ｨｪｨ ｨｬ02ｨｪｨｨｨｰ0609ｨｰ02ｨｦ. 0209ｨｪ0609ｨｪｨ ｨ 0502ｨｬｨ 0708ｨｨ 08ｨ ｨ 06ｨｰ02 09 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｪｨｨ04ｨｺ ｨｨ ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ ｨ ｨｪｨ 09 ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｹ06 ｨ ｨｺｨｺｨｮ08ｨ ｨｰｨｪ06ｨｦ 0506ｨｺｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0609ｨｪ0609ｨｪ040 05ｨｨ ｨｨ04ｨｪｨ ｨｺ0609 (ｨｰｨ ｨｺｨｨ0 ｨｺｨ ｨｺ 0005ｨ 04ｨ, ｨ ｨｨ, ｨｪ0609 ｨｨ 0806ｨｰ) ｨｨ04-04ｨ ｨｪ0609ｨｰ02ｨｦ 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ 08ｨ 09ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪｨ 05ｨｨ ﾂｨｨ07 ｨ 05ｨｨｨｺ0609, ｨｰ02ｨｪ02ｨｦ ｨｨ05ｨｨ 0706ｨｬ020, ﾂｨｰ06, ﾂ ｨｹ, ｨｪ ｨｰ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｰ06 ﾂｨｪ0402 ｨ ｨｨｨｰｨｬ04, ｨｨ08ｨｮ06ｨｴｨｨ ｨｰｨｨｨｬｨｨ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ06ｨｦ ｨｨ 0806ｨ ｨ 09ｨｰｨｪ06ｨｦ ｨｰ020ｨｪｨｨｨｺ06ｨｦ ｨｰ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｨｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｰｨ ｨｪｨｨ06 [5]. 0308ｨｨｨｬ0208ｨ ｨｬｨｨ ｨｰｨ ｨｺ ｨ ｨｬ0600ｨｮｨｰ 0905ｨｮ03ｨｨｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 08ｨ ｨ ｨｪｨｨ07 08ｨｮ08ｨｹ02 [25] ｨｨ05ｨｨ 0902ｨｦ090502ｨｰ ｨ 08ｨ ｨ ｨｪｨｨ07 [3]. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｪ060904ｨｦ , ｨ 00ｨ 06ｨｴｨｨｨｦ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0202 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ, ﾂｨｰ06 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｹ ｨ ｨｨｨｰｨｬ ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ02 ｨｺ 09ｨ 08ｨｨｨ 02ｨｨｨｨ ｨｮ ｨｨｨｦ ｨｴ02ｨｪｨｪ0609ｨｰｨｨ ｨｨ ｨｪ02 ｨｰ0802ｨ ｨｮ02ｨｰ 05ｨｰｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｰｨ ｨｺｨｨ0, ｨｺｨ ｨｺ ｨ 09ｨｪｨｨ09ｨ ｨｪｨｨ02 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｨ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨ ｨｺ0609ｨｰｨｨ ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ 0ｨ ﾂｨ 0 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 ｨｺ0506 ﾂ020904ｨｬ ｨｬ06ｨｬ02ｨｪｨｰ06ｨｬ ｨｰ ｨｪｨｨ02 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｪｨ ｨｮ ｨｰ ｨｰｨｹ ｨ ｨｺ09ｨｨ06ｨｬｨ ｨｬ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｨ, ｨｺ0806ｨｬ02 ｨｰ060006, ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬ ｨｨ07ｨｰｨｨ ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ﾂ ｨｺｨ. 0308ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02ｨ, ﾂ ｨｺ 06ｨ 08ｨ ｨｴｨ 02ｨｰ 0905ｨ ｨ ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｪｨ ｨｨ09ｨｺｨ 0302ｨｪｨｨ ｨｺ0609ｨｰｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨｰ02ｨｪ02ｨｦ ｨｨ ｨ 05ｨｨｨｺ0609, ｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰｨｨ, 0708ｨｨ0ｨ 09ｨ 07 ｨ 0605ｨｹ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｬ 08ｨ 0405ｨｨ ﾂｨｨ07ｨｬ, ｨ ｨｪ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｬ. 0805ｨ 0909ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ08ｨｨｨｺｨｨ, ｨｰｨ ｨｺｨｨ02 ｨｺｨ ｨｺ L ｨｨ L 2, ｨｰ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02, 0ｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｺ06000ｨ 0609ｨｮｨｴ0209ｨｰ090502ｨｪ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺｨ ｨｺ06ｨｬｨｮ05ｨｨｨ ｨｨｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｰｨ ｨｪｨｨ ｨｨｨｬ020806ｨｬ ｨｴ02ｨｦ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ 0902ｨｬ02ｨｦ09ｨｰ

58 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬ02ｨｰ08ｨｨｨｺ, ｨｬ ｨｮ06ｨｴｨｨｨｬ ｨ 0302ｨｪｨｨ02ｨｬ: n m 2 6ﾑ8I 6ﾑ8J, = ｦﾈ sgn 6ﾓsgn 6ﾑ8x 6ﾑ8x ｦﾑw( I J) ﾆ ﾆwx, x2 ﾇ = 2= = I = I( x, x ), J J( x, x ) x x i i i, () 2 = 2 ｨC ｨｮｨｰ06ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 08ｨ 04ｨｬ020806ｨｬ n ﾁ m, ｦﾈ ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨｨ09ｨ ｨｦ000ｨ, w x, x ｨC ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04, w 2 x, x ﾝ ｨｪ ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ ｨｪｨｪｨ 07 ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｮ ｨｰ ｨｰ ｨｮ06ｨｴ02ｨｬｨｮ ｨｪｨ ｨ 0608ｨｮ ｨ ｨｺ09ｨｨ06ｨｬ:. ｦﾑ (, I J w ) ﾝ 0 2. I = J, 6ﾍ0 ｦﾑ w (I, J) = 0; 3. ｦﾑ w (I, J) = ｦﾑ w (I, J); 4. ｦﾑ w (I, J) ﾜ ｦﾑ w (I, X) + ｦﾑ w (X, J) ｨｮ ｨ 05ｨｨ040609ｨｰｨｨ, ｨｮ ｨｰ ｨｴｨｮ06 ｨｮｨｺｨ 04ｨ ｨｪｨｪ06ｨｬｨｮ ｨｪｨ ｨ 0608ｨｮ ｨ ｨｺ09ｨｨ06ｨｬ 09 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ0802 [8] 0708ｨｨｨｪ07ｨｰ06 ｨｪｨ ｨ ｨｰｨｹ ｨｬ02ｨｰ08ｨｨｨｺ06ｨｦ, 09 09ｨｨ05ｨｮ ｨｰ060006, ﾂｨｰ06 09ｨｰ0608ｨ 07 ｨ ｨｺ09ｨｨ06ｨｬｨ ｨｪ0702ｨｰ ｨｪｨｮ 09ｨｰ060806ｨｪｨｮ, ｨｰ. 02. ｨｨ04 08ｨ 0902ｨｪ09ｨｰ09ｨ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｪｨｮ0506, ｨ ｨｴ , ｨｪ ｨｮ02ｨｰ 08ｨ 0902ｨｪ09ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 00 ｨｰ ｨｬ07, 09 ｨｪ02ｨｺ06ｨｰ ｨｬ02ｨｪｨｪ040 08ｨ ｨ 06ｨｰｨ 0 [9] ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ, ｨｮ ｨｰ ｨｴｨｨ02 ｨ ｨｺ09ｨｨ06ｨｬｨ ｨｬ ｨC4 ｨｪｨ ｨ 06ｨｰ ｨｬ02ｨｰ08ｨｨｨｺ06ｨｦ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨ ｨｮ002ｨｬ 0708ｨｨ ｨｨ09ｨ ｨｰｨｹ0907 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ08ｨ ｨｺｨｰ0609ｨｺｨｨ 0706ｨｪ07ｨｰｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺｨｨ, ｨｨ 09 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｪｨ ｨ ｨｰｨｹ ｨｬ0208ｨｮ ｨ 05ｨｨ040609ｨｰｨｨ () ｨｬ02ｨｰ08ｨｨｨｺ06ｨｦ. 08ｨ ｨｺ ｨｮ02ｨｰ ｨｨ ｨ 0302ｨｪｨｨ07 (), ｨｪｨｪｨ ｨｬ02ｨｰ08ｨｨｨｺｨ ｨｨ08ｨｮ02ｨｰ ｨｪｨ ｨｺｨ ｨｬｨｨ ﾂｨ 09ｨｰｨｪ ｨｨ ｨｪ040, ﾂｨｰ ｨｨ0ｨ 02ｨｰ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｹ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 09ｨ 08ｨｨｨ 02ｨｨｨｨ 0708ｨｺ0609ｨｰｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨ 03ｨｪ ｨｦ09ｨｰ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ. 03ｨｮ09ｨｰｨｹ I, J ｨｮｨｰ06ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨ n ﾁ m, ｨｰ. 02. I, J ﾊ N n, m ｨｬ 06ｨｰｨｪ060302ｨｪｨｨ02 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰｨｪ0609ｨｰｨｨ s ｨｬ02030ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ. 09ｨｮ002ｨｬ ｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 I 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰｨｪ06 J, ｨｨ r w (I, J) = ｨｨｨｬ ｨｬｨｪ ｨｰ0906 ｦﾒ, ｨｰ0607ｨｴ0202 ｨｨ ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰｨｪ040 I ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｦﾒ I ={J J I, n, J ﾊ N m. 00ｨｪ ｨｰ0906 ｦﾒ I ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ ｨｺ05ｨ ｨｬ 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｰｨｪ060302ｨｪｨｨ06 ｦﾒ ｨ ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ ｨｮ06ｨｴ0202 ｨｮｨｰ ｨｪｨｨ02: ｨ 08ｨ 0302ｨｪｨｨ02 J ﾊ ｦﾒ I ｨｰ06000ｨ ｨｨ ｨｰ0605ｨｹｨｺ06 ｨｰ06000ｨ, ｨｺ06000ｨ J(0, 0 2 ) = f(i (0, 0 2 )), f(t) ｨC 09ｨｰ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ ｨ 09ｨｰｨ 06ｨｴｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 ｨｪｨ N, ｨｰ ｨ 040 ｨ, b ﾊ N, ｨ <b ｨｪ0702ｨｰ0907 ｨｪ0208ｨ 0902ｨｪ09ｨｰ0906 f(a) < f(b). 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｪ02ｨｺ06ｨｰ ｨｨｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｦ09ｨｰ09ｨ ｨｨ ｨｮ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ04ｨｬ02ｨｪｨｨｨｰｨｹ 0708ｨｺ0609ｨｰｨｹ ｨｨ/ｨｨ05ｨｨ ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨｪ0609ｨｰｨｹ, ｨｰ06 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｨ090060ｨｪ0602 ｨｨ ｨｨ09ｨｺｨ 0302ｨｪｨｪ0602 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ｨｮ0ｨｮｨｰ ｨｪ02 08ｨ 0405ｨｨ ﾂｨｨｨｬ04ｨｬｨｨ ｨｬ02 ｨｰ060006, ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬ, ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｬ04ｨｬ ｨｪｨ 00ｨｮｨｪｨｺ02ｨｨ06 f, ｨｮ ｨｰ ｨｰ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ0402 ｨｨ09ｨｺｨ 0302ｨｪｨｨ ｨｺ0609ｨｰｨｪ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｺ06ｨｰ ｨｨｨｬ0206ｨｰ ｨｬ0209ｨｰ ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ 08ｨ 09ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 02ｨｨ ｨｬｨｨ 0006ｨｰ060902ｨｪ090608ｨ ｨｬｨｨ [6] ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬ ｨｨ07ｨｰｨｨ ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ﾂ ｨｺｨ [7]. 00 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ ｨｰｨｨ ｨｨ09ｨｺｨ 0302ｨｪｨｨ07 ｨｪ060907ｨｰ ｨ 08ｨｨ00ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｰｨ ｨｪｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｨ002 ｨｬｨ ｨｰ08ｨｨ0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ ｨｪｨｨ07 04ｨ 0ｨ ﾂ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ ｨｬ06ｨｴｨｹ ｨｬ02ｨｰ08ｨｨｨｺｨｨ () ｨｮ006ｨ ｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｬｨ ｨｰ08ｨｨ0202 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ, ｨｬ02ｨｪｨｰｨ ｨｬｨｨ ｨｺ06ｨｰ060806ｨｦ ｨｰ ｨ 0804 ﾂｨｨ090205, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 04ｨｪｨ ｨｺｨ ｨｬ ﾂｨ 09ｨｰｨｪ ｨｨ ｨｪ040 06ｨｰ 0708ｨｺ0609ｨｰｨｨ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨｺｨ 03006ｨｦ ｨｰ06 ﾂｨｺ02: M i, j 65 6ﾑ8I 6ﾑ8I 68 = 66sgn,sgn ﾑ8 x ( x, ) x2 i x 6ﾑ8 j ( xi, xj) , ( ) ( ) 6ﾑ8I I xi+, xj 6ﾓ I xi, xj =. 6ﾑ8x ( x, ) h i xj 0ｨ 08ｨｨ09. ｨｨ0406ｨ 08ｨ 0302ｨｪ04 03ｨ ｨ 0506ｨｪ 05ｨｨ02ｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨ 07 02ｨｬｨｮ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ. 02ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｰ080602ｨｪｨｨ02 ｨｬｨ ｨｰ08ｨｨ0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ ｨｨｨｰ0907 ｨｺ ｨｪ02ｨｪｨｨ ｨｰ02ｨｦ0302ｨｦ ｨ 02ｨｨｨｨ ｨｬ02ｨｪｨｰｨｪ ｨ 09ｨｪ02ｨｪｨｨ07 009ｨｮ0 ｨｬｨ 0909ｨｨ090609, ｨ 0904 ﾂｨｨ090502ｨｪｨｨ ｨｬ02ｨｰ08ｨｨｨｺｨｨ () 00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 0904 ﾂｨｨ090502ｨｪｨｨ06 ｨｬ02ｨｰ08ｨｨｨｺｨｨ 0905ｨｬｨｬｨｨｨｪ00ｨ ｨｬｨ ｨｰ08ｨｨ02 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ, ｨｰ ﾂ02ｨｰｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨ 0ｨ 06ｨｴｨｨ ｨｬ02ｨｪｨｰ0609. ｨ ) ｨ ) 04ｨｨ09.. 0ｨ ｨ 0506ｨｪ 05ｨｨ02ｨ (ｨ ) ｨｨ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｰｨ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 02ｨｬｨｮ ｨｬｨ ｨｰ08ｨｨ0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ (ｨ ). 05ｨｰ080205ｨｺｨ ｨｬｨｨ 0706ｨｺｨ 04ｨ ｨｪ04 ｨｪｨ 0708ｨ ｨｪｨｨ07 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ 09 ｨｺｨ 03006ｨｦ ｨｰ06 ﾂｨｺ02 58

59 ｨｪ ﾂｨ , ｨ ｨ ｨｪｨｹ, ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ06, ｨｺｨｨｨｦ. 0306ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｰ02ｨｺ02ｨｨ07 05ｨｨ02 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ﾂ02ｨｬ ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02, ｨｪ0206ｨ 0060ｨｨｨｬ06 002ｨｰ02ｨｺｨｰｨｨ080609ｨ ｨｰｨｹ 05ｨｨ0206 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ, ｨｰ. 02. ｨｪｨ ｨｦｨｰｨｨ 06ｨ 05ｨ 09ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨ ｨｴｨｮ ｨｪ0609ｨｪ ｨｨ ｨｨ04ｨｪｨ ｨｺｨｨ, ｨｰｨ ｨｺｨｨ02 ｨｺｨ ｨｺ 0005ｨ 04ｨ, ｨ ｨｨ, 0806ｨｰ ｨｨ ｨｪ0609, ｨｨ ｨｪ ｨ ｨｴｨｮ ｨｬ02ｨｪｨｰ ｨｪｨ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨｮ08ｨｮ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 07ｨｮｨｰ02ｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｮ ﾂｨ 09ｨｰｨｺ ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨ 0506ｨｪ06ｨｬ 05ｨｨ02ｨ ｨｪｨ 0609ｨｪ ｨｪｨｪ06ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ (). 00 ｨｺｨ - ﾂ0209ｨｰ ｨ ｨ 0506ｨｪｨ 05ｨｨ02ｨ ｨｰｨｮ07ｨ 02ｨｰ 00ｨｮ ｨｪ02ｨｪｨｪ ｨｨ0206 (09ｨｬ. 08ｨｨ09. ｨ ), ｨｰ080602ｨｪｨｪ ｨ ｨｮ ﾂｨ 06ｨｴ02ｨｦ 0904ｨ 0608ｨｺ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: T = ﾆ Fk, N k F k ｨC ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02, ｨ N ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ ｨ ｨｮ ﾂｨ 06ｨｴ02ｨｦ 0904ｨ 0608ｨｺ ｨｺ0605ｨｹｨｺｨｮ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨｬ0600ｨｮｨｰ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｨ02ｨ 08ｨ 04ｨｪ ｨ 04ｨｬ0208ｨ, ｨｰ ｨｮｨｴ0209ｨｰ090502ｨｪｨｨ07 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｬ06ｨｰ0802ｨｰｨｹ ｨｪ0602 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｬｨ 0903ｨｰｨ ｨ ｨ 0. 08ｨ ｨｺ ｨｨ 09 04ｨ 0ｨ ﾂ02 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02, 09 04ｨ 0ｨ ﾂ02 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｰｨ ｨｺ ｨｰ0802 ﾂｨ 06ｨｰ ｨｨｨ ｨｺｨｨ ｨｺ ｨ 08ｨ ｨｺｨｰ0208ｨ, 0708ｨｨ 05ｨｰ06ｨｬ 0603ｨｨｨ ｨｺ ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｪ02 ｨｪｨ ｨｦｨｰｨｨ 05ｨｨ0206 (FRR), ｨ 0603ｨｨｨ ｨｺ02 09ｨｰ ｨ ｨC ｨｰｨｪ0609ｨｰｨｹ 0603ｨｨｨ 06 ﾂｨｪ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺｨ ｨｺ 05ｨｨ (FAR). 08ｨ ｨｺ ｨｮ02ｨｰ ｨｨ ｨ 0302ｨｪｨｨ07 (), 060ｨｪｨｨｨｬ ｨｨ04 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨ 0904 ﾂｨｨ090502ｨｪｨｨｨｨ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ ｨ 04ｨｬ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06, 09ｨ 08ｨｹｨｨ08ｨｮ07 08ｨ 04ｨｬ0208 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ0906ｨｬ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨ07, ｨｬ04, ｨ ｨｴ , ｨ ｨｮ002ｨｬ ｨｮ ﾂｨ ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｬ02 ｨｰ060006, 06ｨｰ 08ｨ 04ｨｬ0208ｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 04ｨ 09ｨｨ09ｨｨｨｰ ｨｨ 06ｨ ｨｲ02ｨｬ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 04ｨ ｨｰ08ｨ ｨｰ, ｨｪ0206ｨ 0060ｨｨｨｬ ﾂｨｨ090502ｨｪｨｨ ｨｬ02ｨｰ08ｨｨｨｺｨｨ (). 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪｨｨｨｺｨ 02ｨｰ 04ｨ 0ｨ ﾂｨ 0904ｨ 0608ｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ 04ｨｬ0208ｨ 03ｨ ｨ 0506ｨｪｨ 05ｨｨ02ｨ 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 04ｨ ｨｰ08ｨ ｨｰ 0708ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｨ ｨｪｨ 0603ｨｨｨ ｨｺｨｨ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ 09ｨｰ ｨ ｨｪｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0603ｨｨｨ 06ｨｺ FRR ｨｨ FAR 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨ 0608ｨｺｨｨ, ｨｰｨ ｨｪｨｪ0402 ｨｨ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 02F ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｪ ｨｴｨｨ ｨｨ02ｨ ｨｬｨｨ. 0009ｨｨ0ｨｮ 02 N ｨｰ060006, ﾂｨｰ ｨｬ02ｨｪｨｰ ｨ ｨｺ 0905ｨｮ ﾂｨ ｨｦｨｪ04, 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 03ｨ ｨ 0506ｨｪ06ｨｬ 05ｨｨ02ｨ T ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｨ ｨ ｨｺ ｨｬ0603ｨｪ06 09 ﾂｨｨｨｰｨ ｨｰｨｹ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬｨｨ ｨｨ ﾂｨｨｨｪｨ ｨｬｨｨ: 06 = 09 (T,I),I ﾊ02,04= 09 (T,I), I ﾊ02. w F w N ｨｺ0605ｨｹｨｺｨｮ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｨ0706ｨｰ ｨｬｨｪ ｨｰ0906 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ ｨｮ ﾂｨ ｨｦｨｪ040 00ｨ ｨｺｨｰ , ｨｨ ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ 0904 ﾂｨｨ ｨｰ0907 ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨ 04ｨｰｨｨｨｦ, ｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｮ ﾂｨ ｨｦｨｪ ｨｨ ﾂｨｨｨｪ04 06,04 08ｨ ｨｪ ｨｪ0608ｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ 04ｨ ｨｺ06ｨｪｨｮ: f F ( x) ( x6ﾓ m ) F = exp 6ﾓ 2 2ｦﾐｦﾒ 2ｦﾒ F 60 F , f N ( x) ( x6ﾓ m ) N = exp 6ﾓ 2 2ｦﾐｦﾒ 2ｦﾒ N 60 N , ｨｺｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｪｨｨ07 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｺｨｨ: N N 2 m = ｦﾎi N ﾆ, ｦﾒ = ﾆ ( ｦﾎ ) 2 i 6ﾓm i= N 6ﾓ. i= 00 ｨｺｨ ﾂ0209ｨｰ ｨｪ06ｨｺ ｨｨｨ 06ｨｺ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ 09ｨｰ ｨ ｨｹｨｬ02ｨｬ ｨｮ06ｨｴｨｨ ｨｨ ﾂｨｨｨｪ04: = ﾒ F ( ), f ( ) a f x dx TF T F ｦﾂ = ﾒ x dx, 0< <, 0 N T F ｨC ｨ ｨｨ ﾂｨｨｨｪｨ 0708ｨｨｨｪ07ｨｰｨｨ07 05ｨｨ02ｨ, 0904ｨ ｨｨ08ｨ 02ｨｬｨ 07 ｨｨ04 ｨｮ ｨｨ07 08ｨ 0902ｨｪ09ｨｰ09ｨ 0603ｨｨｨ ｨｺｨｨ ｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ02. 0ｨ 08ｨｨ ｨｰｨ ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ 0708ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｬ ｨｮ080609ｨｪ ｨｨｨ ｨｺｨｨ ｨ ｨｪｨｺｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0603ｨｨｨ 06ｨｺ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｨ05ｨ 09ｨｹ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨ ｨ 0404 BioID [6, ], ｨｺ08ｨ ｨｰｨｺ ｨｨ09ｨ ｨｪｨｨ02 ｨｺ06ｨｰ060806ｨｦ 0ｨ ｨｪ ｨｮｨｪｨｺｨｰ ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ FAR 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ n 0708ｨｨ 0603ｨｨｨ ｨｺ ｨ FAR = 0.05, ｨｨ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 08ｨｨ09. 2, 09 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ 0603ｨｨｨ ｨｺｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 09ｨｪｨｨ03ｨ 02ｨｰ ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ ｨｪｨｨ ｨ 00ｨｨｨｺｨ 0603ｨｨｨ ｨｺｨｨ 06ｨ ｨｲ0709ｨｪ0702ｨｰ ｨｨ07ｨｪｨｨ02ｨｬ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ ｨｪ ｨｪｨｪ0609ｨｰｨｨ ｨｪ040 0ｨ ｨｪｨｪ040, ｨｪｨ 0708ｨｨｨｬ0208, 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ020806ｨｬ 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ, 06ｨ ｨｮ ｨｪｨｪ04ｨｬ ｨｪｨｨ02ｨｬ 05ｨｨ02ｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 08ｨ 09ｨｰ ｨｦ 0902ｨｰｨｺｨｨ 0708ｨｨ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨ 0060ｨｨｨｬ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ 08ｨｨ00ｨｬ02ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 02ｨｨｨｦ, ｨｰ0802ｨ ｨｮ02ｨｬ ﾂｨｨ090502ｨｪｨｨ07 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 060ｨｪｨｨｨｬ ｨｮ ﾂｨ 09ｨｰｨｺ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ 03ｨ ｨ 0506ｨｪ06ｨｬ 05ｨｨ02ｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ O(n 2 ), 0708ｨｨ 05ｨｰ06ｨｬ, ｨｨ09ｨｺｨ 05ｨｨ02ｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ 08ｨ 04ｨｬ020806ｨｬ w ﾁ h 0706ｨｰ0802ｨ ｨｮ02ｨｰ0907 O(n 2 hw) ｨ 02ｨｨｨｦ. 05 ﾂｨｨｨｰｨ 07 08ｨ 04ｨｬ0208 ｨｨ0406ｨ 08ｨ - T F 59

60 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨｨ ｨｰ0607ｨｪｨｪ04ｨｬ, ｨｨ ｨ 03ｨ ﾂ ｨ 04ｨｬ ｨ ｨ 0506ｨｪｨ, ｨｮ ﾂｨｨｨｬ, ﾂｨｰ ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 08ｨ 09ｨｪｨ O(n 4 ). 020ｨｪｨｨｨｬ ｨｨ ｨ ｨｺ08ｨ ｨｴ02ｨｪｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 04ｨ ｨｰ08ｨ ｨｰ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ [27, 2]. 05ｨｮｨｰｨｹ 05ｨｰ ｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｰ0205ｨｹｨｪ06ｨｬ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 (08ｨｨ09. 3). 0308ｨｨ 05ｨｰ06ｨｬ ｨｺｨ 03004ｨｦ ｨｮ06ｨｴｨｨｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ﾂｨｨ ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, 09 ｨｺ06ｨｰ060806ｨｦ 06ｨｰｨｺ05ｨｨｨｺ ｨｮｨｴ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｨｨｰ 04ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02. 04ｨｨ ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨ ｨｪｨｨ02 ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｰ0902ｨｨ09ｨ 02ｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪ ｨｴｨｨ ｨｨ02ｨ ｨｬｨｨ ｨｮ06ｨｴｨｨ02 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｮｨｴ0209ｨｰ ｨｰ ｨ ｨｰ06ｨｪｨｺｨｮ ｨｺｨｮ ｨｰｨ 0903ｨｨ00907 ｨｮ ﾂｨ 09ｨｰｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ﾂｨ 09ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｨ ｨｰｨ 0ｨｨｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, 09 ﾂｨｨｨｰｨ 06ｨｰ ｨｨ02ｨ ｨｬｨｨ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 07ｨｮｨｰｨ ｨｪｨｨ0204, ｨｪ0206ｨ 0060ｨｨｨｬ06 06ｨ 08ｨ ｨｰｨｨｨｰｨｹ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｪｨ ｨｰ06, ﾂｨｰ ｨｰ02ｨｬ ｨｨ05ｨｨ ｨｨｨｪ04ｨｬ 0708ｨｨ ﾂｨｨｨｪｨ ｨｬ 04ｨ 0ｨ ﾂｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 06ｨ 08ｨ ｨｨｨｪ06000ｨ 0607ｨｨ090409ｨ 06ｨｰ 09 ｨｰ0208ｨｬｨｨｨｪｨ 0 ｨｬ0208 ｨ 05ｨｨ040609ｨｰｨｨ, ｨ ｨｨｨｪ06000ｨ 09 ｨｰ0208ｨｬｨｨｨｪｨ 0 00ｨｨ05ｨｹｨｰ ｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｬ 0905ｨｮ ﾂｨ 02, ｨ 05ｨｨ04ｨｺｨｨｨｬ 06ｨ 08ｨ 04ｨ ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬｨ 0502ｨｪｨｹｨｺｨ 07 ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ 09 ｨｰ0208ｨｬｨｨｨｪ ｨｨｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｨ09ｨｺ06ｨｬ06ｨｬｨｮ 06ｨ 08ｨ 04ｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｺ ｨｪｨ ﾂ02ｨｪｨｨ02 06ｨｰｨｺ05ｨｨｨｺｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｺ0605ｨｹｨｺｨｮ 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ﾂｨｹ ｨｨ002ｨｰ 06 ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, ｨｹ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｰ0208ｨｬｨｨｨｪ ｨｨ07 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｨ0ｨｮ ｨｰ060006, ﾂｨｰ ｨ ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｬ0603ｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ ｨｪ0608ｨｬｨｨ080609ｨｺｨｮ ｨｬ02ｨｰ08ｨｨｨｺｨｨ (), ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 02ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608 ｨｬ0603ｨｪ06 04ｨ 07ｨｨ09ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: H(I) = 6ﾓ 09 w(i,t). 0ｨ 0609ｨｪ ｨｮ ﾂ02ｨｪｨｪ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0603ｨｨｨ 06ｨｺ 002ｨｰ02ｨｺ02ｨｨｨｨ 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 04ｨ 0ｨ ﾂｨｮ ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 04ｨ ｨｰ08ｨ ｨｰ 0708ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ070 ｨｪｨ 0603ｨｨｨ ｨｺｨｮ 09ｨｰ ｨ 0708ｨｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ06ｨｦ 0603ｨｨｨ ｨｺ ｨ ｨｪ ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ 08ｨｨ00ｨｬ02ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 02ｨｨｨｦ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ 002ｨｰ02ｨｺ02ｨｨｨｨ, ｨ 03ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: p j6ﾓ 4 () = ﾆ j ﾇ ｦﾂ ( k) Q s c s s, j = k = s = (s, s 2,..., s p ) ｨC 0902ｨｺｨｰ ｨ 04ｨｬ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ , s j ﾝ 2, ｦﾂ () s ｨC 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ 0708ｨｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ06ｨｦ 0603ｨｨｨ ｨｺ ｨ, c ｨC ｨｰ0607ｨｪｨｪｨ ｨｨ ﾂｨｨｨｪｨ ｨｺ0605ｨｹｨｺｨｮ 0708ｨｨ ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 ｨｺｨ 03004ｨｦ ｨｮ06ｨｴｨｨｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｨｨｬ02ｨｪ0702ｨｰ ｨｨ03ｨｹ ｨｺ ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ, ｨｺ06ｨｰ060806ｨｦ 06ｨｰｨｺ05ｨｨｨｺ ｨｮｨｴ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｨｨｰ 04ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 ｨｪｨ 0603ｨｨｨ ｨｺｨｮ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｪｨｨｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｺｨ 09ｨｺｨ 002: ｦﾂ ( s p ) ｦﾂ0 ﾜ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ ｨｮ06ｨｴｨｮ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06ｨｪｨｪｨｮ06 04ｨ 0ｨ ﾂｨｮ: p j 6ﾓ ﾆ sj ﾇ ｦﾂ k 64 j= k = 64 62ｦﾂ( sp ) ﾜ ｦﾂ0, s j ﾊ N06, 64 63s j ﾝ 2. ( s ) min (2) 08ｨ ｨｺ ｨｮ02ｨｰ ｨｨ04 (2), ｨ 07 00ｨｮｨｪｨｺ02ｨｨ ｨｰ0907 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ06ｨｦ, ｨｰ06ｨｬｨｮ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 ｨｪｨ 0ｨｨ09ｨｺ0802ｨｰｨｪ0609ｨｰｨｹ ｨｪｨｨ07 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｮ ｨｪ0702ｨｰ 04ｨ 0ｨ - ﾂｨｮ ｨｰ06ｨｬｨｮ, ｨｪｨ ｨｦ002ｨｬ ｨｪ ｨｪ ｨｪｨｨ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｨ 09 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ ｨｰ06 ﾂｨｺｨｨ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ 0904ｨ ｨｬ ｨｰｨ ｨｺ0602 0ｨｨ09ｨｺ0802ｨｰｨｪ ｨｪｨｨ02, ｨｺ06ｨｰ060806ｨｬｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｬ02 ｨｰ060006, 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06 ｨ ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｦﾂ(s) 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06 ｨｮｨ 0409ｨ 02ｨｰ ｨｰ06ｨｬ s, ｨｰ06ｨｬｨｮ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ (2) ｨ ｨｺ09ｨｨｨｬｨｨ08ｨｮ02ｨｬ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ 09ｨｨ0ｨ f ( x) = a0e 6ﾓax ｨｬ02ｨｰ06006ｨｬ ｨｪｨ ｨｨｨｬ02ｨｪｨｹ03ｨｨ0 ｨｺ09ｨ 008ｨ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬ 0ｨ ｨｪｨｪ04ｨｬ (09ｨｬ. 08ｨｨ09. 2) ｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06ｨｪｨｪｨ 07 04ｨ 0ｨ ﾂｨ 0708ｨｨｨｬ02ｨｰ 09ｨｨ0: p j6ﾓ ﾆsa j 0exp606ﾓa ﾆsk 63 min 64 j= 6 k= ﾓas p 62ae 0 ﾜ ｦﾂ0, 64 s j ﾝ (3) ｨｪｨｨ02 ｨｪ ｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ (3) ｨ ｨｮ ﾂ02ｨｪ ｨｬ06ｨｴｨｹ06 07ｨ ｨｺ02ｨｰｨ Optimization Toolbox 09ｨｨ09ｨｰ02ｨｬ04 MATLAB. 0ｨ 08ｨｨ ｨｰｨ ｨｪ ｨ 00ｨｨｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｮ09ｨｺ060802ｨｪｨｨ ﾂｨｨ090502ｨｪｨｨｨｦ ｨｮ ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｺｨ 09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪ ｨｪｨ ｨｰｨ ｨｺｨｨ0 ｨ ｨ 04ｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02, ｨｺｨ ｨｺ ORL [2, 23], BioID [6, ], Yale [4], Yale B [4, 3], Libor Spacek [26], ｨ ｨｰｨ ｨｺ0302 ｨｪｨ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 06ｨｪｨｰ0208ｨｪ02ｨｰｨ, ｨｰｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ndex. 02ｨ 0ｨｨｨｬ ｨｺ08ｨ ｨｰｨｺ ｨｨ09ｨ ｨｪｨｨ02 ｨｨ ｨｹ04ｨｮ02ｨｬ040 ｨ ｨ 04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 09ｨ 04ｨ ORL ｨｰ06ｨｨｨｰ ｨｨ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ, ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ ｨｪ04. 0ｨ ｨｺｨ 03006ｨｬ 60

61 ｨｪ ﾂｨ , ｨ ｨ ｨｪｨｹ, ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ06, ｨｺｨｨｨｦ. 0306ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ0602 ｨｮ09ｨｺ060802ｨｪｨｨ02 (FAR < 0,05) FAR FRR <??? 0.0 0,0 FAR FRR <??? ,03 FAR FRR <??? ,05 FAR FRR <?? 0.0 0,0? ｨｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｺｨ 09ｨｺｨ 002, ｦﾑ 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｮ09ｨｺ060802ｨｪｨｨ ﾂｨｨ090502ｨｪｨｨｨｦ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｨ ｨｺｨ 09ｨｺｨ 0ｨｪ06ｨｦ 002ｨｰ02ｨｺ02ｨｨｨｨ (0708ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｨ ｨｪｨ 0603ｨｨｨ ｨｺｨｮ 09ｨｰ ｨ FAR ﾜ 0.05) ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 060ｨｪ06 05ｨｨ0206 ｨｪｨ 060ｨｪ ｨｪ06ｨｬ 0006ｨｪ02, ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨｪ ｨｨｨｪｨ ｨｺ ｨｮ ｨｨ ｨｴ02ｨｪｨｨ ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ ｨｪｨｨ ｨｺ06ｨｰ ｨｨ02ｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 06ｨｰｨｺ0506ｨｪ02ｨｪ04 06ｨｰ ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ0ｨ ｨｨ ｨ ｨｰ 0708ｨｺ ｨ 0302ｨｪｨｪ ｨｬ0602ｨｨｨｨ ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ｨ 0404 BioID ｨ ｨｰ 05ｨｨ02ｨ 08ｨ 0405ｨｨ ﾂｨｪ ｨｬｨ 0903ｨｰｨ ｨ ｨ, 0609ｨｪｨ ｨｴ02ｨｪｨｪ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨｺ ｨｨｨｪｨ ｨｰｨ ｨｪｨｰ ｨ ﾂｨｺ0609 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ, ﾂｨｰ ｨｰ ｨｮ ｨｰｨｨｨｰｨｹ ｨｪｨｺｨｮ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬ ｨｰ02ｨｺ02ｨｨｨｨ. 0209ｨｪ0609ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ 05ｨｰ06ｨｦ ｨ ｨ ｨｰ ｨ ｨ ｨ ｨｪｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ, ｨｺ0605ｨｹｨｺｨｮ 06ｨｪｨ ｨｨｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ03ｨｹ ｨｪ, ｨｺ0806ｨｬ02 ｨｰ060006, ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ ｨｪ04 ｨｬ060302ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｨ04ｨｬ02ｨｪ07ｨｰｨｹ ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ Yale ｨｨｨｰ 0706 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 5 ﾂ ｨｺ 0708ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｮ ｨｨ ｨｴ02ｨｪｨｨ07 ｨｨ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02. 08ｨ 03004ｨｦ ﾂ ｨｺ ｨｰ060008ｨ 00ｨｨ080609ｨ ｨｪ ﾂｨｺｨ 0 ｨｨ ｨ ﾂｨｺ0609, 09 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 05ｨｬ0602ｨｨ07ｨｬｨｨ ｨｪｨ 05ｨｨ ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ Yale B ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬ ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｮ ｨｨ ｨｴ02ｨｪｨｪ0609ｨｰｨｨ ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ ｨｪ ｨ ｨｪ ｨｰｨｮ0ｨｨｨｦｨｪ040 ｨｮ ｨｨ ｨ 0405ｨｨ ﾂｨｪ040 ｨｪｨ 0708ｨ ｨｪｨｨｨｦ ｨｴ02ｨｪｨｨ07 ｨｨ ｨｪｨｨｨｦ , ｨｨｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0308ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ04 ｨ ｨ 0404 ｨ ｨ 08ｨ ｨｪ ｨｪｨｰｨ 05ｨｹｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02, 0609ｨｪｨ ｨｴ02ｨｪｨｪ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨｺ ｨｨｨｪｨ ｨｰｨ ｨｪｨｰ ｨ ﾂｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 002ｨｰ02ｨｺ02ｨｨｨｨ ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ04 ｨ ｨ 0404, ｨｰｨ ｨｪｨｪ06ｨｦ 09ｨｨｨ ｨｬ 0507ｨ 0902ｨｺ06ｨｬ (Libor Spacek), ｨｪｨ ｨｪｨ , ｨｰ0907 ｨｪｨ ｨｨｨ ｨｪｨｰｨ ｨｰｨｨ09ｨｪ04ｨｬｨｨ. 09ｨ 04ｨ ｨｨｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ ｨｪ, ｨｺｨ ｨｺ ｨｪｨ 060ｨｪ ｨｪ06ｨｬ, ｨｰｨ ｨｺ ｨｨ ｨｪｨ ｨｪ02060ｨｪ ｨｪ06ｨｬ 0006ｨｪ ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｮ ｨｨ ｨｴ02ｨｪｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｨｨｬ0206ｨｰ ｨｬ0209ｨｰ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ07ｨｬｨｨ 06ｨｰ ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ0ｨ ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨ02ｨｬ 05ｨｬ0602ｨｨｨｦ. 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｰｨ ｨｪｨｪｨ 07 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ndex, ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｪｨ ｨ 0608 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｪ040 ｨｺ0607ｨｨｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0909ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨｨ 05ｨｰ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 06ｨｰｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪ04 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 ｨｨ0 08ｨ 04ｨｬ0208 ｨｪ ｨ ﾁ 20 07ｨｨｨｺ ｨｦ ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｴｨｨ ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨｨ ｨ 05ｨｨ04ｨｺｨｨ02 ｨｺ ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬ 05ｨｨ02ｨ, ｨｰｨ ｨｰ 0708ｨｨｨｬ0208ｨｪ06 3ｨC5 % 06ｨｰ 06ｨ ｨｴ ﾂｨｨ0905ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 0904ｨ 0608ｨｺｨ, ｨ ｨｴｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｪｨ ｨｺ06ｨｰ ｨｮ ﾂｨｪｨｮ ｨｬ02 ﾂ02ｨｪ04 ｨｺ ｨｨｨｪｨ ｨｰ ｨｪｨｰ ｨ ﾂｨｺ ｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨｪ02ｨｰ 06ｨ ｨｴ020708ｨｨｨｪ07ｨｰ06ｨｦ ｨｬ02ｨｰ060ｨｨｨｺｨｨ ｨｪｨｺｨｨ 0603ｨｨｨ 06ｨｺ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ ｨｪ02ｨｺ06ｨｰ ｨ ｨ 06ｨｰｨ ｨ 0302ｨｪｨｨ ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ (FAR) ｨｪｨｰｨ 0, ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 00205ｨｨｨｰ0907 ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨ ｨ ｨｮ00ｨｨ0 08ｨ ｨ 06ｨｰｨ ｨｨ 08ｨ 09 ﾂ02ｨｰ02 ｨｰ ｨｺｨ 04ｨ ｨｰ ｨｪｨ ｨｬ02ｨｪｨ ｨｰ ｨｰ06ｨｨｨｰ ｨｪ02 ｨｺ0605ｨｨ- ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｦ 03ｨ ｨ 0506ｨｪｨ 05ｨｨ02ｨ 09 ｨｮ ﾂｨ 09ｨｰｨｺｨ ｨｬｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07. 0ｨ 0708ｨｨｨｬ0208, 0708ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 08ｨ 04ｨｬ020806ｨｬ 640 ﾁ ｨ ｨ 0506ｨｪ06ｨｬ 05ｨｨ02ｨ 08ｨ 04ｨｬ020806ｨｬ 20 ﾁ ｨｨ09ｨｺｨ 05ｨｨ ｨｨ ｨｹｨｪ ｨ 04ｨｬ0208ｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｬ06ｨｰ0802ｨｰｨｹ 2ｨC5 ｨｬｨ 0903ｨｰｨ ｨ 0609, ﾂｨｰ06 09 ｨｨｨｰ ｨｨｨｰ ｨｨｨｬ0208ｨｪ06 ｨｺ 00 ｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｦ 03ｨ ｨ 0506ｨｪｨ 05ｨｨ02ｨ 09 ｨｮ ﾂｨ 09ｨｰｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰｨ ｨ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ ｨｨ002 ｨ ｨ ｨｰｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 0603ｨｨｨ 06ｨｺ, ｨｰ.02. ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0603ｨｨｨ 06 ﾂｨｪ ｨｨｨｪ07ｨｰ040 04ｨ 05ｨｨ02ｨ ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ (FAR), ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02 ｨｪｨ ｨｦ002ｨｪｨｪ040 05ｨｨ ｨｨｨ ｨｺｨｨ ｨ (FRR). 00 ｨｰｨ ｨ 05ｨｨ0202 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: N img ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨ ｨ 0402; N F ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ02 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070; F sz ｨC ｨｪｨｨｨｦ 08ｨ 04ｨｬ ｨｨ02ｨ (ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨｺ ｨｦ ｨｬ02030ｨｮ 0202ｨｪｨｰ08ｨ ｨｬｨｨ 0408ｨ ﾂｨｺ0609); FAR ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0603ｨｨｨ 06 ﾂｨｪ06 08ｨ ｨｪｨ ｨｪｨｪ040 ｨｺｨ ｨｺ 05ｨｨ02ｨ ; FRR ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02ｨｪｨ ｨｦ002ｨｪｨｪ040 05ｨｨ ｨ ｨｪｨ 09ｨ ｨｪｨｨ02 05ｨｨ02 ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ08ｨｨｨｺｨｨ 05ｨ 0ｨ ﾂｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ﾂｨｨ090502ｨｪｨｨｨｨ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 05ｨｨ0206ｨｬ-04ｨ ｨｬ ｨｨ ｨｬｨｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 06ｨ ｨ 05ｨｨ02ｨ 09ｨ 04ｨ 03ｨ 08ｨ ｨｬ02ｨｰ0804 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ N img N F F sz FAR FRR ORL 92 ﾁ 2, 8Gray BioID 384 ﾁ 286, 8Gray Yale B 640 ﾁ 480, 8Gray Libor Spacek 200 ﾁ 200, 24RGB ndex 20 ﾁ 20, 24RGB

62 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｬｨｨ ｨｨ04 ｨ ｨ 0404 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ 0706ｨｨ09ｨｺ02 ｨｪｨ ｨｨｨ ｨ 05ｨｨ04ｨｺｨｨ0 05ｨｨ02, 05ｨｨｨ 06 ｨｰｨ ｨｺｨｨ0 05ｨｨ02, ｨｺ06ｨｰ ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｪ ｨ 02ｨｰ 04ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｺｨ - ﾂ0209ｨｰ0902 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ, ｨｺｨ ｨｺ ｨｨ 0708ｨｨ ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｨ 002ｨｰ02ｨｺ02ｨｨｨｨ, ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｪｨｪｨ ｨｬ02ｨｰ08ｨｨｨｺｨ (). 0209ｨｪ0609ｨｪ ｨｰ05ｨｨ ﾂｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｬ02ｨｰ08ｨｨｨｺｨｨ 09 04ｨ 0ｨ ﾂｨ 0 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ ｨ ｨｪ04 09 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ 08ｨ 04ｨｬ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 06ｨ 08ｨ ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｮ ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｬｨ 0502ｨｪｨｹｨｺ ｨ 04ｨｬ0208ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (08ｨ 04ｨｬ ｨｨ02ｨ 20ｨC30 07ｨｨｨｺ ｨｦ), ｨｺ0605ｨｹｨｺｨｮ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｮ050609ｨｨｨｰｨｹ ｨｰ0605ｨｹｨｺ ｨｪ0609ｨｪ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 05ｨｨ02ｨ. ﾁｨｰ06 ｨｺｨ 09ｨ 02ｨｰ ｨｮ0804 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ02, ｨｰ ｨｹ ｨｪｨ ｨｬ ｨｪ0206ｨ 0060ｨｨｨｬ06 06ｨｰ05ｨｨ ﾂｨ ｨｰｨｹ 060ｨｪ06 05ｨｨ ｨｰ 008ｨｮ , ｨ ｨｰ0205ｨｹｨｪ06, ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨ ｨ ｨｪ0602 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 (08ｨ 04ｨｬ ｨｨ02ｨ ｨ ｨｨｨｺ ｨｦ) ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨ ｨｮ002ｨｬ 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｰｨｹ0907 ｨｪｨ 04ｨ 0ｨ ﾂｨｮ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ ｨｪｨ ｨｨｨ ｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 ｨ ｨ ｨｨ02 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02-04ｨ ｨ 08ｨ ｨ 06ｨｰｨ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ06ｨｨｨｰ ｨｨ ｨｮ06ｨｴｨｨ0 0609ｨｪ0609ｨｪ040 05ｨｰｨ : 0202ｨｰ02ｨｺ02ｨｨ07 05ｨｨ02 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ-04ｨ ﾂｨｨ090502ｨｪｨｨ02 ｨｬｨ ｨｰ08ｨｨ0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ ｨｴ ｨ 04ｨｬ0208ｨ ｨｪｨ ｨｦ002ｨｪｨｪ040 05ｨｨ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｬｨ ｨｰ08ｨｨ02 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07-04ｨ ｨ ｨｬｨｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｬｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ ｨｨ04 ｨ ｨ 0404 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ ｨｰｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ N ｨｪｨ ｨｨｨ ｨ ｨｪｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｨ02ｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ-04ｨ ｨ 0060ｨｨｨｬ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 060ｨｪｨｨｨｬ ｨｨ04 ｨｪ ｨｰｨ ｨｰｨｺ0609 ｨｬ02ｨｰ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｪｨｨ04ｨｺ06ｨｮ080609ｨｪ ｨｨ04ｨｪｨ ｨｺ0609 (09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ﾂｨｹ ｨｨ002ｨｰ 06 04ｨｪｨ ｨｺｨ 0 ﾂｨ 09ｨｰｨｪ ｨｨ ｨｪ040 06ｨｰ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｺ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07) ｨｰ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02 ｨ 0000ｨｨｨｪｨｪ06ｨｦ ｨｨｨｪ09ｨ 08ｨｨｨ ｨｪｨｰｨｪ0609ｨｰｨｨ, ｨｰ ｨｨ00 060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 008ｨｮ ｨｨ09060ｨｨｨｰ ｨｺ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｬｨｮ ｨｨ09ｨｺｨ 0302ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07. 06ｨ ｨｺ ｨｬ02ｨｴ02ｨｪｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0005ｨ 09ｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨ ｨｪ ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ020806ｨｬ 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ, 06ｨ ｨｮ ｨｪｨｪ04ｨｬ 08ｨ ｨｪｨｨ02ｨｬ 05ｨｨ02ｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 08ｨ 09ｨｰ ｨｦ 0902ｨｰｨｺｨｨ 0708ｨｨ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｬ02 ｨｰ060006, ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 08ｨ ｨｺｨｮ0809ｨ 09ｨｲ02ｨｬｨｺｨｨ ｨｨ ｨｪｨ ｨｺ0506ｨｪ ｨｰｨ ｨｺ ｨｪ060907ｨｰ ｨｦ 09ｨｺ05ｨ 0 09 ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨｨ07 05ｨｨ02ｨ 09ｨｪｨｮｨｰ08ｨｨ 002ｨｰ02ｨｺｨｰｨｨ08ｨｮ02ｨｬ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ. 0ｨ 08ｨｨ ｨｰｨ ｨｪ ｨｨｨｬ ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰ02ｨｦ 002ｨｰ02ｨｺ02ｨｨｨｨ, ｨｺ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｬ0600ｨｮｨｰ 06ｨｺｨ ｨ ｨｰｨｹ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｨ07ｨｪｨｨ02 ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07. 0ｨ 05ｨｨ ﾂｨｨ02 ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰ02ｨｦ ｨｪｨｨ07 05ｨｨ02ｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ06 ｨ ｨｨｨｰｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0802ｨ 00ｨｨ08ｨｮ02ｨｰ ｨｪ02 09ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪ0203ｨｪ0609ｨｰｨｨ, 09ｨｺ0605ｨｹｨｺ06 ｨｪｨ ｨｪｨｨ02 05ｨｨ02ｨ 09 ｨｺｨ 00802, ﾂｨｰ ﾂ ｨｹ ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ06ｨｬ 0603ｨｨｨ 06ｨｺ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 05ｨｰ ｨｪ0200ｨ ｨｰｨｨ09ｨｪ ｨ ｨｺｨｰ0608ｨ ｨｬ0603ｨｪ ｨｨｨｰｨｹ 009ｨ ｨ ｨｦ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 0506ｨｺｨ 05ｨｨ04ｨ 02ｨｨｨｨ 05ｨｨ02ｨ 09 ｨｺｨ 00802, ｨｪｨ 0708ｨｨｨｬ ｨｰ0906ｨｬ 0706ｨｨ09ｨｺｨ ｨｺ ｨｨｨｪｨ ｨｰ 0202ｨｪｨｰ ｨ ﾂｨｺ0609 ｨｨ ｨｮ06ｨｴ02ｨｦ ｨｺ ｨｺｨｰｨｨ080609ｨｺ06ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07. 00ｨｰ060806ｨｦ ｨ ｨｰ06ｨｨｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｨ 009ｨｮ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ 0405ｨｨ ﾂｨｪ040 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ040 09ｨｬ02ｨｴ02ｨｪｨｨｨｦ ｨｨ ｨｮ ｨｪｨ ｨｺ0506ｨｪｨ ｨｨ 0904ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ07 (ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 002ｨｪｨｨ07) ｨｬ02030ｨｮ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ04ｨｬｨｨ 06ｨ 08ｨ 04ｨ ｨｬｨｨ. 02 ﾂ0209ｨｨ0ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ ｨ ｨｰ0907 ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｰ06 ﾂｨｪ ｨｪｨｨ07 ｨｺ ｨｨｨｪｨ ｨｰ 0202ｨｪｨｰ ｨ ﾂｨｺ0609 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ07 (09ｨｬ. 08ｨｨ09. 5). 00ｨｰ060806ｨｦ ﾂ02ｨｰ 04ｨ 0906ｨ 06ｨｦ ｨｪｨｨｨｰ0205ｨｹｨｪｨｮ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨｮ06 ｨｪｨ 0008ｨｮ04ｨｺｨｮ. 06ｨ ｨｺ ｨ 09ｨｪ02ｨｪｨｨ07 05ｨｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｮ ｨｪｨ ｨｺ0506ｨｪｨ ｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ040 09ｨｬ02ｨｴ02ｨｪｨｨｨｦ 09 ｨｰ08ｨｨ 07ｨｨｨｺ ｨｺｨ 03006ｨｦ ｨｺ ｨｨｨｪｨ ｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ 0708ｨｨｨｬ0208ｨｪ ｨｰ ﾂｨｨ 06ｨ 04 ﾂｨｪ ｨ 09ｨｪ02ｨｪｨｨｨｦ, ｨ ｨｨ 09060ｨ 006ｨ ｨ 09ｨｨｨｰｨｹ 02ｨｴ02 ｨｨ ｨｪ02ｨ 0605ｨｹ03ｨｮ06 09ｨ 08ｨｨｨ 02ｨｨ06 09 ｨｬｨ 0903ｨｰｨ ｨ 02, ｨｰ06 ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｦ ｨｬ060302ｨｰ ｨ 09ｨｰｨｨ 006 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｰ ﾂ. 0309ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ 03ｨ 0006ｨｬ 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ0907 ｨｮ ｨｰ ｨｪ ｨ 0608ｨ ｨｺ ｨｬ02ｨｰ060ｨ ｨｬ ｨｪｨ 0708ｨ ｨｪｨｪ ｨｨ09ｨｺｨ. 0ｨ 08ｨｨ ｨｰｨ ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ () 06ｨｰ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｬ02ｨｴ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ02ｨｰ060ｨ ｨｪｨ 0708ｨ ｨｪｨｪ ｨｨ09ｨｺｨ ｨ ｨ 05ｨｹｨｪ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ﾂｨｨ090502ｨｪｨｨｨｨ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02ｨｴ02ｨｪｨｨｨｦ 09 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ ｨｪｨｮ ｨｰｨｺ0506ｨｪ02ｨｪｨｨ07 ｨｨ 0ｨ 05ｨｹｨｪ02ｨｦ ｨｨ0302ｨｪｨｨ02 09 ｨｪｨ 0708ｨ ｨｪｨｨｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｮｨ 0409ｨ ｨｪｨｨ07 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ( ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 09 ｨｬ02ｨｰ06006ｨｬ ｨｪｨ ｨｨ09ｨｺ060802ｨｦ ｨｮ09ｨｺｨ ). 08ｨ ｨｺ ｨｨ ｨｰｨｪ06, 0008ｨ 0ｨｨ02ｨｪｨｰｨｪ0402 ｨｬ02ｨｰ06004 ｨｪ ｨ ｨｰ0907 ｨｺ ｨ ｨ 05ｨｹｨｪ06ｨｬｨｮ 05ｨｺ09ｨｰ0802ｨｬｨｮｨｬｨｮ, 09 09ｨｨ05ｨｮ ﾂ ｨｨ090060ｨｨｨｰ ｨｪ02ｨｺ06ｨｰ ｨｪｨｨ0302ｨｪｨｨ02 ｨｪｨ 00203ｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 (08ｨｨ09. 7). 04ｨｨ ｨｨｨｬ0208 ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰ02ｨｦ 002ｨｰ02ｨｺ02ｨｨｨｨ 05ｨｨ02 62

63 ｨｪ ﾂｨ , ｨ ｨ ｨｪｨｹ, ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ06, ｨｺｨｨｨｦ. 0306ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ06 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ 06ｨｰ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｬ02ｨｴ02ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, ｨｪｨｪ040 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨｨ04 ｨ ｨ 0404 ORL, 0909ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨｮ06ｨｰ ｨｺ08ｨ ｨｰｨｪ06ｨｬ ｨｮ09ｨｺ060802ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｬ02ｨｰ060ｨ ｨｪｨ ｨｨ09ｨｺ060802ｨｦ ｨｮ09ｨｺｨ ｨｨ09ｨｺｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ 002ｨｪｨｨ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 05ｨｨ ｨｨ 05ｨｰ06ｨｬ ｨ ｨｪ0706ｨｰ0907 ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ. 05ｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ04 ｨｰ0209ｨｰ ｨ ｨ 04 ｨ 0405ｨｨ 08ｨ ｨｪ ｨｺ05ｨ 0909ｨ ｨｬ, ｨｰ0607ｨｴｨｨｨｬ ｨｨ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 060ｨｪ ﾂ ｨｺｨ. 02ｨ , ｨｦ ｨ ｨ 0404 ｨ 0405ｨ 0904 ﾂｨｨ090502ｨｪｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ 05ｨｨ040609ｨｰｨｨ, ｨｺ06ｨｰ0608ｨ 07 09ｨｰ0806ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: D ( F F ) = ｦﾑ, i, j i, j F i, F j ｨC ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｺｨ 030ｨ 07 i-07 09ｨｰ0806ｨｺｨ ｨｬｨ ｨｰ08ｨｨ0204 ｨ 05ｨｨ040609ｨｰｨｨ ｨｨｨｰ 08ｨ 0909ｨｰ0607ｨｪｨｨ07 06ｨｰ 05ｨｨ02ｨ F i ｨｬ02ｨｪｨｰ0609 ｨ ｨ 0404 F, j =, j 2,..., N, N ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ02ｨｪｨｰ ｨｰ0209ｨｰ060906ｨｦ 0904ｨ 0608ｨｺ ｨｬｨ ｨｰ08ｨｨ0202 ｨ 05ｨｨ040609ｨｰｨｨ ｨｺｨ ｨｨ02ｨ F i ｨｪｨ 0060ｨｨｨｰ0907 ｨ 05ｨｨ03ｨ ｨｦ03ｨｨｨｦ ｨｬ02ｨｪｨｰ F k, ｨｰｨ ｨｺ06ｨｦ, ﾂｨｰ06 D ik, = min Di, j ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｨ02 F i ｨｨ F j j, j ﾙi 0708ｨｨｨｪｨ ｨ ｨｰ 060ｨｪ06ｨｬｨｮ ｨｺ05ｨ 0909ｨｮ, ｨｰ06 09 ﾂｨｨｨｰｨ 02ｨｰ0907, ﾂｨｰ06 ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 06ｨｰ08ｨ ｨ 06ｨｰｨ 05 ｨｮ ｨｪ06. 04ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪｨ ｨ ｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 0603ｨｨｨ ｨｺｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 ｨｪｨ ｨ 02ｨｰ ｨ 09ｨｪ06ｨｦ ｨｪ0608ｨｬ06ｨｦ 0603ｨｨｨ ｨｺｨｨ (ERR ｨC Equal Error Rate) ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ 0603ｨｨｨ ｨｺｨ ｨ (FAR) 08ｨ 09ｨｪｨ 0603ｨｨｨ ｨｺ02 09ｨｰ ｨ (FRR). 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ08ｨｨｨｺｨｨ () ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨｨ04 ｨ ｨ 0404 ORL ｨｨ ｨ ｨ ｨｨｨ 0608ｨ 0507ｨ 0902ｨｺｨ. 06ｨ ｨ 05ｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 09ｨ 04ｨ 05ｨｨ02 N img N P N 0 N sz 03RR, % ORL ,5 Yale ,0 Libor Spacek ,0 Libor Spacek ,3 Libor Spacek ,0 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 06ｨｰ 08ｨ 04ｨｬ0208ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ: ｨｪ04ｨｦ ｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ 09009ｨｨ00ｨ, ｨｪｨ ｨｺ0506ｨｪｨ ｨｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨC ｨｺ09ｨ 008ｨ ｨｰｨｪ04ｨｦ ｨｬｨ 08ｨｺ0208; 0908ｨ 09ｨｪ02ｨｪｨｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ ｨｪｨ ｨｺ0506ｨｪｨ, 09009ｨｨ00ｨ ｨｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｪｨ 0708ｨ ｨｪｨｪ ｨｨ09ｨｺｨ ｨC ｨｺ08ｨｮ000504ｨｦ ｨｬｨ 08ｨｺ0208; 06ｨ 04 ﾂｨｪ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨC ｨｰ0802ｨｮ000605ｨｹｨｪ04ｨｦ ｨｬｨ 08ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｪｨｪ0402 ｨ ｨｨｨｰｨｬ04 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02 ｨ 0405ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪ04 ｨｪｨ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ORL ｨｨ ｨｪｨ ｨｰ ｨ 0608ｨｺｨ 0 ｨｨ04 ｨ ｨ ｨｨｨ 0608ｨ 0507ｨ 0902ｨｺｨ ｨｪｨｺｨｨ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 00 ｨｰｨ ｨ 05ｨｨ0202 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: N img ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨ ｨ 0402; N P ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ; N 0 ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ ｨｪ04; N sz ｨC ｨｪｨｨｨｦ 08ｨ 04ｨｬ ｨｨ02ｨ ; ERR ｨC ｨｮ ｨｪｨｹ 0603ｨｨｨ ｨｺｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 09 ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ ｨｪｨ ｨ ｨ 0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ORL [5] ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ 3 0ｨ 00203ｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ ｨｬ02ｨｪｨｪ040 ｨｬ02ｨｰ ｨｨｨｰｨｬ 0ｨ 00203ｨｪ0609ｨｰｨｹ, % 0002ｨｰ ｨ 09ｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 80 09ｨｨｨｪ02ｨｦｨｪ04ｨｦ 0ｨｨ09ｨｺ08ｨｨｨｬｨｨｨｪｨ ｨｪｨｰ 08ｨｨ030208ｨ 9 020ｨｪ06ｨｬ0208ｨｪｨ 07 00ｨ 08ｨｺ060909ｨｺｨ 07 ｨｬ ｨｹ ｨｮｨｬ0208ｨｪｨ 07 00ｨ 08ｨｺ060909ｨｺｨ 07 ｨｬ ｨｹ 99,5 0002ｨｦ090502ｨｰ04 0ｨ ｨ 0608ｨ 95,5 00ｨ ｨｰ08ｨｨ02ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ 94,5 63

64 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｺ ｨｮ02ｨｰ ｨｨ04 ｨｰｨ ｨ 05. 3, ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 05ｨｨ02, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｰ ｨｨ090060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｬｨ ｨｰ08ｨｨ0202 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｺ0609ｨｰ02ｨｦ 09 ｨｬ020806ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ (), 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｰ ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪｨｮ06 ｨｪｨ 00203ｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｪ0609ｨｪ04ｨｬ 06ｨｰ05ｨｨ ﾂｨｨ02ｨｬ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 06ｨｪ ｨｪ02 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨ ｨｨ02 ｨｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬ 04ｨ ｨｰ08ｨ ｨｰｨ ｨｬ 0908ｨ 09ｨｪｨｨｨｬ06ｨｦ 09 09ｨ ｨｬ06ｨｦ ｨｮ0806ｨｦ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨ ｨｺ ｨｮ02ｨｰ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ, ｨｪｨｪ0402 ｨ ｨｨｨｰｨｬ04 002ｨｰ02ｨｺ02ｨｨｨｨ ｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｨ02 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ06ｨｰ ｨｪ ｨｨ02ｨｬ0502ｨｬ0602 ｨｺｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ04 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ07 (ｨｺ06000ｨ 08ｨ 04ｨｬ ｨｨ02ｨ ｨｬ02ｨｪｨｹ ｨｨｨｺ ｨｦ). 0308ｨｨ 05ｨｰ06ｨｬ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 ｨｨ04 ｨ ｨ 04 09ｨｨｨ 0608ｨ 0507ｨ 0902ｨｺｨ ｨｨ ORL ｨｮ ﾂ02ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨ ｨｪｨｺｨｨ ｨｪｨ 00203ｨｪ0609ｨｰｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ00ｨｨｨｺｨｨ 05ｨｰｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ02 ｨｰ060006, ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ ﾂ02ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｰｨ ｨｪｨｪ040 08ndex, ﾂｨｰ ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｪｨｪ0402 ｨ ｨｨｨｰｨｬ04 09 ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨ 03ｨ 06ｨｰ ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ndex 04ｨ ｨｺｨｮ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ, ｨ ｨｰｨ ｨｺ ｨｨｨ 0608ｨｮ 0507ｨ 0902ｨｺｨｮ, 05ｨ ｨ 0608ｨ ｨｰ0608ｨｨｨｨ Olivetty Research Laboratory, Yale University ｨｨ 04ｨ ｨｰｨ ｨｪｨｪ0402 ｨ ｨ 0404 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 BioID ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [2] 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 ORL ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [3] 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 Yale B ｨｨｨｬ 00609ｨｰｨｮ07ｨ : cvc.yale.edu/projects/yalefacesb/yalefacesb.htm [4] 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 Yale ｨｨｨｬ 00609ｨｰｨｮ07ｨ : cvc.yale.edu/projects/yalefaces/yalefaces.html [5] ﾂｨｺ ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨｨｨ 05ｨｨ02 / ﾂｨｺ0609, ｨ ｨｬ06ｨｪ02ｨｪｨｺ06 // 06ｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨｨ09ｨｰ02ｨｬ ｨC4. ｨC ｨC56. [6] ｨｹ ｨｨ002ｨｪｨｨ02: ｨｮ ﾂ02ｨ ｨｪｨｨｨｺ ｨｮ / ｨｹ 08., 0203ｨ ｨｺ06ｨｪｨｨ ｨｨ040. ｨC 00.: 04ｨ 0ｨｨ06 ｨｨ c090704ｨｹ ｨC [7] 006ｨｪ09ｨ ｨｨ ｨ 07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ / ｨｪ09ｨ , ｨｮ009; ｨ ｨｪ0005. ｨC 00.: 06020ｨｪ ｨ, ｨC [8] 00ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 05ｨｪ02ｨｨｨｺ ｨｨ ｨC 00.: ｨｪ02ｨｨｨｺ ｨｨ [9] ｨｬ02ｨｪｨｰ04 ｨｰ020608ｨｨｨｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 ｨｬｨｪ ｨｰ09 ｨｨ ｨｨ04ｨｬ020802ｨｪｨｨ07 ｨｪ02 ﾂ02ｨｰｨｺ0609ｨｰｨｨ / ｨC 00.: 02ｨｨｨ [0] Eickeler S. Comparison of Confidence Measures for Face Recognition / Eickeler S., Jabs M., Rigoll G. // Gerhard- Mercator-University Duisburg, Germany p. [] Etemad K. Discriminant Analysis for Recognition of Human Face Images / K. Etemad, R. Chellappa // Journal of the Optical Society of America A Vol. 4. No ｨC733. [2] Froba B. Real-time face detection using edge-orientation matching / B. Froba, C. Kulbeck // Proc. AVBPA ｨC83. [3] Garcia C. Wavelet packet analysis for face recognition / C. Garcia, G. Zikos, G. Tziritas // Image and Vision Computing ｨC297. [4] Georghiades A. S. 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Young // Image and Vision Computing vol. 2. no ｨC543. [25] Saradha A. A Hybrid Feature Extraction Approach for Face Recognition Systems / A. Saradha, S. Annaduri ｨｨｨｬ 00609ｨｰｨｮ07ｨ : P pdf. [26] Spacek L. 09ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 05ｨｨ02 / Spacek L ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [27] Viola P. Robust real-time object detection / P. Viola, M. Jones // 2nd International Workshop on Statistical and Computational Theories of Vision-Modelling, Learning, Computing, and Sampling. Vancouver [28] Zhao W. Face Recognition: A Literature Survey / W. Zhao, R. Chellappa, A. Rosenfeld, P. J. Phillips // ACM Computing Surveys ｨC458. Content Based Facial Image Search A. Goncharov, A. Gorban, A. Karkishchenko, A. Lepskiy The task of searching facial images consists of two problems: face detection and face recognition. This paper describes face detection and recognition methods based on special image representation ｨC matrix of brightness variation formed from derivative signs of image intensity function. The partial invariance of algorithms to illumination conditions have shown. All proposed algorithms were tested on the proper facial image bases. Experimental results confirm efficiency of proposed methods. 64

65 ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨ ｨｮｨｪ0609 George Mason University 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｹ04ｨｮ02ｨｬ0402 ｨｪ04ｨｪ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 09ｨ ｨｦｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｺｨｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨｨ ﾂｨｨｨｪ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 06ｨｰ00205ｨｹｨｪ0402 ｨ ｨｺｨｰ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨｹ040609ｨ ｨｰ020502ｨｬ ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ ｨ ｨｺｨｰｨ ｨｬｨｨ. 06ｨ ｨｺ06ｨｦ ｨｪ02 0ｨ 02ｨｰ ｨｰｨｪ ｨｰｨ ｨｪｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ ｨｨ09ｨｺｨ 03ｨ 02ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ0 04ｨ 0ｨ ﾂ. 00 ｨｨ ｨ ｨｪｨｨｨｨ ｨｬｨｨ08ｨｮ06ｨｰ ｨ ｨ 04ｨｨ08ｨｮ06ｨｴｨｨ ｨｪｨ ｨ 0707ｨ 08ｨ ｨｰ02 ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｰｨｪ0609ｨｰｨｪ0402 ｨｬ ｨｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰ0609, ｨｺ06ｨｰ ｨ 060ｨｪ04 06ｨｰ ｨｮｨｺｨ 04ｨ ｨｪｨｪ040 ｨｪ ｨｰｨ ｨｰｨｺ ｨ 07 ｨｬ ｨｹ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨｬｨｺｨ 0 060ｨｪ ｨ ｨｦｨｰｨ, 09ｨｰ0608ｨ 07 ｨC ｨ 09ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 09ｨ ｨｦｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 0ｨ ｨｪｨｪ040 ｨｬ ｨｦ ｨｰ ｨ ｨｰｨｹ ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨｮ06 06ｨｰ0ｨ ﾂｨｮ 0802ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ, ｨｮ05ｨｮ ﾂ03ｨ ｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺ ｨｮ08, 0607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06 ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 09ｨ ｨｦｨｰ ｨｪｨｨ02 ｨｨ 06ｨ ｨｺ0506 ﾂ ｨ ｨ 06ｨｰ 0706 ｨｨ ｨｮ02ｨｬ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｬ06ｨｴｨｹ ｨ 08ｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ (0305) 06ｨｴｨｮｨｰｨｨｨｬ ｨ 02ｨｰ ｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰ07ｨｬｨｨ 0802ｨｦｨｰｨｨｨｪ ｨｨ09ｨｰ02ｨｬ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 0ｨ ｨｪｨｪ ｨｴｨ 02ｨｬ0609ｨｰｨｨ. 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ ｨｪｨｨ09ｨ 02ｨｰ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ 0209 ｨｰｨ ｨｺｨｨ ｨｪｨｺｨｨ ｨｰ0802ｨ ｨｮ06ｨｰ : ) ｨｪｨｨ07 ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ040 09ｨ ｨｦｨｰ ｨｪｨ ｨ 0608ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨ 08ｨｪ06ｨｦ 0305; 2) ｨｨ ｨ ｨｪｨｨ ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｦｨｰｨ ｨｨ ｨｰ00205ｨｹｨｪ040 09ｨｰ08ｨ ｨｪｨｨ ｨｰｨｨｨｰ020502ｨｦ (06ｨ 04 ﾂｨｪ ｨｨ09ｨ ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨｹ ｨｰ080602ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｴｨ 0ｨｺｨｨ); 3) 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 09ｨ ｨｦｨｰｨ. 0308ｨｨ 05ｨｰ06ｨｬ ﾂｨ ｨｴ02 008ｨｮ00ｨｨ0 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｮ06ｨｴｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ, ｨｺｨ ｨｺ ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0402: ｨ ) ﾂｨ 09ｨｰ06ｨｰｨ ｨｴ02ｨｪｨｨｨｦ (ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ ｨｰｨｨｨｰ0205ｨｨ, 00609ｨｰ04, 0ｨｨｨｰ04); ｨ ) ｨｬ ｨｬ06ｨｰ08ｨ ( ｨ ｨｦｨｰｨ ｨｨ/ｨｨ05ｨｨ ｨｰ08ｨ ｨｪｨｨ02); 09) 0005ｨｮｨ ｨｨｨｪｨ ｨｬ06ｨｰ08ｨ (ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨｬ06ｨｰ0802ｨｪｨｪ040 09ｨｰ08ｨ ｨｪｨｨ02); 00) 07ｨｮｨｰｨｨ ｨｬ06ｨｰ08ｨ. 020ｨｪｨ ｨｺ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｪｨ ｨ 0608ｨ ｨ )...00) ｨｪｨｨ07 04ｨ 0ｨ ﾂ )...3) 00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｪｨｨ ｨｪ0609ｨｪ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｦ09ｨｰ09ｨ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨC ｨｰ060ｨ 09ｨｰｨｨ ﾂｨｪ0609ｨｰｨｨ, ｨｺ0605ｨｹｨｺｨｮ 0708ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｺｨｨ 06ｨｰ00205ｨｹｨｪ ｨｮ ﾂｨ ｨｦｨｪ ｨｨ ﾂｨｨｨｪ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ0605ｨｹｨｺ06 ｨｪ02ｨｺ06ｨｰ ｨ ｨｺｨｰ ｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨ ｨｨ ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ ｨ ｨｺｨｰｨ ｨｬｨｨ. 06ｨ ｨｺ06ｨｦ ｨｪ02 0ｨ 02ｨｰ ｨｰｨｪ ｨｰｨ ｨｪｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ ｨｨ09ｨｺｨ 03ｨ 02ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 04ｨ 0ｨ ﾂ )...3). 00 ｨｨ ｨ ｨｪｨｨｨｨ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 06ｨｰ ｨ ｨ 04ｨｨ08ｨｮ06ｨｴｨｨ ｨｪｨ ｨ 0707ｨ 08ｨ ｨｰ02 ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｰｨｪ0609ｨｰｨｪ0402 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰｨ, ｨｺ06ｨｰ ｨ 060ｨｪ04 06ｨｰ ｨｮｨｺｨ 04ｨ ｨｪｨｪ040 ｨｪ ｨｰｨ ｨｰｨｺ ｨ 07 ｨｬ ｨｹ ｨｰ 0002ｨｪ0208ｨｨ080609ｨ ｨｰｨｹ ｨｰ0402 ｨｨ ｨｪｨ 00203ｨｪ0402 ｨｺ06ｨｬ070502ｨｺ09ｨｪ ｨｪｨｺｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02, ｨｴｨｨ00907 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ 060ｨｪ ｨ ｨｦｨｰｨ. 04ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ ｨｰｨｨｨｬ ｨｪｨｺｨ ｨｬ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｪｨｨ02 ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ06ｨｦ 06ｨｰ0ｨ ﾂｨｨ 0802ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ 07ｨｮｨｰ02ｨｬ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ0 (09 09ｨｬ ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬｨ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ) 09ｨｰ08ｨ ｨｪｨｨ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609, ｨ ｨｰｨ ｨｺ ｨｪ09ｨｰ090609ｨ ｨｪｨｨ02 ｨｺ06ｨｬｨｬｨｮｨｪｨｨｨｺｨ 02ｨｨｨｦ 09 ｨｺ05ｨｨ02ｨｪｨｰ09ｨｺ06ｨｦ ｨ ｨｮ0ｨｨｨｰ0608ｨｨ02ｨｦ ﾂ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｦｨｰ ｨｰ0608ｨ 07 ｨｬ ｨｹ 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨ ｨｪｨ ｨｪｨｨ02 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ07 08ｨ 04ｨｪ040 09ｨ ｨｦｨｰ ｨｺ08ｨｨｨｰ0208ｨｨ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ. 0306ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ 09 ｨｰｨ ｨｺ06ｨｬ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ ｨ ｨｪｨ 05ｨｨ ｨｪｨｨｨｺｨ 02ｨｰ 0708ｨｨ 0904ｨ ｨ ｨｦｨｰｨ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ, ｨｮ ﾂ02ｨｪｨｪ0402 ｨｪｨ ｨ ｨ ｨ 02ｨｨ0 ｨｬ ｨｦ, ｨｰ0802ｨ 0609ｨ ｨｪ ｨｨ09ｨｺ060906ｨｦ 0708ｨ ｨｺｨｰｨｨｨｺ ｨｦ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｦｨｰｨｨｨｪ ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｬ06ｨｴｨｹ ｨ ｨｺｨ 07 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ07 ｨC ｨｮｨｰｨｨ ｨｰ06ｨｰ , ﾂｨｰ06 ｨｨ ｨｮ ﾂｨ 02 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07, ｨｪ ｨｨ 05ｨｰ06ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｬｨｪ02ｨｪｨｨ02 ｨｪ02 ｨ 09ｨｰ , ｨ ｨｰｨｨｨｰ020502ｨｦ 09ｨ ｨｦｨｰ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪｨｮ06 04ｨ 0ｨ ﾂｨｮ, ｨｺ06ｨｰ0608ｨｮ ｨｨ0060ｨｨｨｰ ｨ ｨｰｨｹ 0906ｨｰ08ｨｮ0ｨｪｨｨｨｺｨｮ ｨｬｨ 08ｨｺ02ｨｰｨｨｨｪ ｨ ｨｪｨｨ ｨｨ 0705ｨ ｨｪｨｨ080609ｨ ｨｪｨｨｨｨ 06ｨｪ05ｨ ｨｦｨｪ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ. 03ｨｮ09ｨｰｨｹ ｨ 00ｨ 02ｨｰ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ04 ｨｪｨ ｨｪ02ｨｺ06ｨｰ060806ｨｬ 09ｨ ｨｦｨｰ ｨｨｨｬ, ﾂｨｰ06 0ｨ ｨｪｨｪ04ｨｦ 09ｨ ｨｦｨｰ ｨｰ06ｨｨｨｰ ｨｨ04 ｨｪｨ ｨ 0608ｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｨｨｬ0208ｨｪ06 060ｨｨｨｪｨ ｨｺ060906ｨｦ ｨ ｨｰ0205ｨｹｨｪ06ｨｦ 06ｨｺ08ｨ 09ｨｺｨｨ ｨｨ 09ｨｰ06ｨｨｨｬ0609ｨｰｨｹ 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ04 ｨｪｨ 05ｨｰｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 ｨｪ02 09ｨｨ05ｨｹｨｪ06 08ｨ 04ｨｪｨｨｨｰ ｨｮ0ｨｨｨｰ0608ｨｨ07 08ｨ 04ｨｪ040 09ｨｰ08ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ0302 ｨｪ02 ｨｨｨｬ0202ｨｰ ｨ 0302ｨｪｨｪ040 06ｨｰ05ｨｨ ﾂｨｨｨｦ 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｨ ｨｺ05ｨ ｨｬｨｨ08ｨｮ02ｨｬ ｨｰ0609ｨ 08ｨ. 0207ｨｨ09ｨ ｨｪｨｪｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ07 06 ﾂ02ｨｪｨｹ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 02ｨｰ0907 ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ｨC 0708ｨｨｨｬ020806ｨｬ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ 0802ｨｺ05ｨ ｨｬｨ ｨ 09ｨｨｨ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｦ ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 ｨｰｨｮ08ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ 05ｨ : ｨｪｨ ｨｺｨ ｨｺ06ｨｦ ｨｨ04 05ｨｰｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ? 02ｨｰ0902ｨｰ ｨｪｨ 05ｨｰ06ｨｰ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ07 06ｨｰ 0ｨ ｨｪｨｪ ｨｴ02ｨｪｨｨ070 09ｨｰ08ｨ ｨｪｨｨ02. ﾁｨｰ ｨ ｨｰｨｹ, ｨｨ ﾂｨ 09ｨｰ06ｨｰｨ ｨｴ02ｨｪｨｨｨｦ ｨｮ0 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 09ｨｰ08ｨ ｨｪｨｨ02 04ｨ ｨｬ02ｨｰｨｪ06 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｪｨｮ 09ｨｰ060806ｨｪｨｮ, ｨ ｨｪ ｨｬ07, ｨｪｨｪ ｨｰｨｨｨｰ020507ｨｬｨｨ ｨｪｨ 05ｨｰｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 ｨC ｨｮ00ｨｮ06? ｨｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 09ｨｰ08ｨ ｨｪｨｨ02 ｨｬｨｪ ｨｨ ｨｺｨ 03006ｨｦ 07ｨ ｨｰｨｪ060302ｨｪｨｨ07 ﾂｨ 09ｨｰ06ｨｰ ｨｨ ｨｬ02ｨｪ 08ｨ 0405ｨｨ ﾂｨｪ04? 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨｨｨ 05ｨｨ09ｨｰ ｨｺ05ｨ ｨｬ ｨｰ ｨｨ ｨｪｨｨ07 05ｨｨｨ ｨ 00ｨ 0709ｨｹ ｨｪｨ ｨｨｨｪｨｰｨｮｨｨ02ｨｨ06, 05ｨｨｨ ｨｰ08ｨ ｨｨ09ｨ 07 05ｨｬ07ｨｨ08ｨｨ ﾂ0209ｨｺｨｨ ｨｬｨｮ0504, 05ｨｨｨ ｨ ｨ ｨｲ02ｨｬ ｨｺ05ｨ ｨｬ ｨｮ ﾂ02ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｰ09ｨｨｨｨ ｨｪ02ｨｺ06ｨｰ ｨｬ02ｨｪｨｨ ｨｰｨ 08ｨｰｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ. 02 ﾂ0209ｨｨ0ｨｪ06 ﾂｨｰ ｨｰｨｨ ｨｨｨｬ0206ｨｰ ｨｰ09ｨｨ02ｨｬ ｨｪ ｨｺｨｰｨｨ09ｨｪ ｨ ｨ ｨｪｨｨ ｨｰ ｨｺ05ｨ ｨｬ060ｨ ｨｰ020507, ｨｺ0605ｨｹｨｺｨｮ ｨ ｨｪ060907ｨｰ 65

66 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ04ｨｦ ｨｨ05ｨｨ ｨｪ0209ｨｰ080600ｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, ｨ ｨｪｨｨｨｦ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪ ｨｺｨｰｨｨ09ｨｪ040 04ｨ ｨｰ08ｨ ｨｰ ｨｪｨ ｨ ｨｪ04ｨｦ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｰ0208ｨｨ0608ｨｪ ｨｪ06ｨｺ ｨｰｨｨ07ｨ ｨｪ ｨｨ0703, 05ｨｺ090705ｨｮｨ ｨｰｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｪｨ direct.yandex.ru 0208ｨｮ00ｨ ｨ 0502ｨｬｨ ｨｪｨｨｨｺｨ 02ｨｰ ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｪ ｨｺ05ｨ ｨｬｨｪ ｨｬｨ ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ ｨｰｨｪ06, ﾂｨｰ06 06ｨｰ0ｨ ﾂｨ 0802ｨｺ05ｨ ｨｬ04, ｨｴ02ｨｦ0907 ｨｪｨ 05ｨｺ08ｨ ｨｪ ｨ 04ｨｮ ｨ 0008ｨｮ04ｨｺｨｨ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｪ ｨｨｨｺｨ ｨC ｨｮ ｨｹ040609ｨ ｨｰ020502ｨｦ 0ｨ 09ｨｪ ｨ ｨ 06ｨｰｨ ｨｰ06ｨｦｨｺｨｨｨｦ ｨｺ09 ｨｪ02 06ｨ 08ｨ ｨｴｨ ｨｰｨｹ 09ｨｪｨｨｨｬｨ ｨｪｨｨ07 ｨｪｨ 06ｨ 04 ﾂｨｪ0402 ｨ ｨ ｨｪｨｪ020804, ｨ 04ｨ ｨｪ02ｨｪｨｨ02 05ｨｺ08ｨ ｨｪｨ rich media ｨｬｨ ｨｰｨ ｨｬｨｨ ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506 ｨｪｨｨ ﾂ020006, ｨｺ0806ｨｬ ｨ ｨｪｨｨ ﾂｨｪ ｨｺｨｨｨｪｨｮｨｰｨｹ 09ｨ ｨｦｨｰ, ｨｪ ｨ 02ｨｰ ｨｬ ｨｮ0006ｨｬｨｮ ｨｨｨｰ ｨｨ ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907 ｨｪ020603ｨｨ0ｨ ｨｪｨｪｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ ｨｺ05ｨ ｨｬｨｪ ｨ ｨｲ02ｨｺｨｰｨ 0ｨ ｨｺ0806ｨｬｨｪ ｨ 04ｨｬ0208ｨ, ｨｨ 06ｨｪ ｨｪｨｨｨｺｨ 02ｨｰ ｨｪｨ 05ｨｺ08ｨ ｨｪ02 ﾂ ｨｪ02ｨｺ06ｨｰ ｨｬ ｨｰ060006, ｨｺｨ ｨｺ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪｨ ﾂｨ ｨｬ06ｨｰ08 04ｨ 0008ｨｮ0302ｨｪｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｺ06ｨｰ0608ｨ 07 ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ06 ｨｪｨｨｨｺｨ ｨｺ06ｨｦ 0802ｨｺ05ｨ ｨｬ04 ｨｪ ｨｨｨｰ ｨｪｨｹ 0708ｨｨ ﾂ02ｨｪｨｨ07 09ｨｪｨｨｨｬｨ ｨｪｨｨ07 ｨｮ ｨｰｨ ｨｺｨｨ0 0802ｨｺ05ｨ ｨｬｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609 ｨｪｨ ｨｺ ｨ 0502ｨｬｨ 0006ｨｰ ﾂ02ｨｪｨｪ06ｨｦ ｨｺ05ｨ ｨｬ ｨｰ06ｨｨｨｰ 09 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｬ06ｨｬ02ｨｪｨｰｨ ｨｪｨ ﾂｨ 05ｨ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ: ｨｪ ｨｨ03ｨｺ06ｨｬ 08ｨ ｨｪ06, ﾂｨｰ06ｨ 04 ｨｪ ｨ ｨｺｨｰ ｨｪ020603ｨｨ0ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｨ ｨｪ ｨｨ03ｨｺ06ｨｬ ｨｪ06, ﾂｨｰ06ｨ ｨｰｨｨｨｰ0205ｨｹ 0802ｨｺ05ｨ ｨｬｨｮ ｨｮ09ｨｨ ｨｴ02 ｨｨｨｪｨｰ ｨｪ ｨｨ090704ｨ ｨｰｨｹ 0706ｨｺｨ ｨｰ ﾂ02ｨｪｨｪ06ｨｦ ｨｺ05ｨ ｨｬ04 ｨｺ ｨｪｨ ｨｨｨ ｨｰｨｪ06ｨｬｨｮ ｨｪｨ 0708ｨ ｨｪｨｨ ｨ 09 ｨｬ06ｨｬ02ｨｪｨｰ 0706ｨｺｨ 04ｨ ｨC ｨｮ0708ｨ ｨｪｨｨ ｨｺ05ｨ ｨｬ06ｨｦ 0708ｨｨ 05ｨｰ06ｨｬ 0708ｨｨ06ｨ 0802ｨｰｨ 02ｨｰ ﾂ0208ｨｰ04 ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04. 02ｨｰ090502ｨｺｨ 0709ｨｹ 06ｨｰ ｨ ｨｪｨｪ06ｨｦ 09 ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨｨｨｬｨｨ ｨ ｨｺｨｰｨ ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨｨ080609ｨ ｨｪｨｨ07 09ｨ ｨｦｨｰｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ, 09ｨｰ06ｨｨｨｰ ｨｬｨｪｨｨｨｰｨｹ ｨｨ ﾂｨｪ ｨ 0502ｨｬｨ ｨｪ09ｨｰ090609ｨ ｨｪｨｨ07 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｹ ｨｰｨ ｨｺ ｨｨ ﾂｨｮ0909ｨｰ09ｨｮ02ｨｰ ｨｨ02ｨｨｨｰ 09ｨｰ080600ｨｨ0 ｨｨ ｨ 002ｨｺ09ｨ ｨｰｨｪ040 ｨｬ02ｨｰ , ｨｴｨｨ ｨ ｨｰｨｹ 0ｨ ｨｪｨｪ0402 ｨｺ0506 ﾂ ｨ ｨ ｨｦｨｰｨ 04ｨ 0ｨ ﾂｨｨ. 02ｨｰ0902ｨｰ04 ｨｪｨ ｨｰｨ ｨｪｨｪ , ｨｺ06ｨｰ ｨｺ06ｨｬ070502ｨｺ09ｨｪ06 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｨ04ｨｨｨｰ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｪｨ 09ｨ ｨｦｨｰ04 06ｨｪｨｰ0208ｨｪ02ｨｰｨ, 0ｨ 06ｨｰ ｨｰ08ｨ ｨｨ09ｨ 02ｨｬ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｰｨｪ0609ｨｰｨｪ0402 ｨｬ ｨｨ, ｨ ｨ 04ｨｨ08ｨｮ06ｨｴｨｨ ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ 03ｨｨ0806ｨｺ06 ｨｨ ｨｹ04ｨｮ02ｨｬ ｨ ｨｺｨｰｨｨｨｺ02 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 0707ｨ 08ｨ ｨｰｨ ｨｬｨ 08ｨｺ060909ｨｺｨｨ0 ｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪ06 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ, ｨ ｨｪｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｨ09ｨｺ ｨ 0ｨ ﾂｨ 0 ｨｨ 09 ｨｨ ｨ ｨｪｨｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰ0609 ｨｨ ｨｪｨｨ ｨｰｨｨｨｰ020502ｨｦ. 02ｨｨ030705ｨｦｨｪ0 ｨｨ 08ｨ 08ｨｨ07ｨｨ09 [0] ｨｨ ｨｮ06ｨｰ ｨ 0502ｨｬｨｮ ｨｺｨ 04ｨ ｨｪｨｨ ｨｪｨｨ ｨｰｨｨｨｰ ｨ -09ｨ ｨｦｨｰｨ ｨｬ06ｨｴｨｹ06 ｨｬｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨｦ, 0708ｨｨ 05ｨｰ06ｨｬ ｨ ｨｺ0202ｨｪｨｰ 00205ｨ 02ｨｰ0907 ｨｪｨ ｨｬ02ｨｰ ｨ 0608ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｪ0609ｨｰｨｨ ｨｬ ｨｦ, ｨ ｨｪ0706ｨｴｨｨ ｨｺｨｨ ｨｪ0609ｨｰｨｨ- ﾂ0209ｨｺｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ. 08ｨｪ ｨｪ, 0206ｨｬｨｨｨｪ ｨｨ [4] 0607ｨｨ090409ｨ 06ｨｰ ｨｰｨｨｨｰ0205ｨｹ09ｨｺ ｨｪｨｨ ｨｰ0906ｨｬ 0006ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ04003 ｨｬｨ 08ｨｺ060909ｨｺｨｨ0 ｨｬ ｨｦ, ｨ 04ｨｮｨｬ0209ｨ 06ｨｴｨｨ0 ｨｪｨ 05ｨｨ ﾂｨｨ ｨｰ0607ｨｪｨｨｨｦ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｰｨｨ070609, ｨｺ06ｨｰ ｨｨ090409ｨ 06ｨｰ ｨ 04ｨｪ04ｨｬｨｨ ｨｪｨ ｨ 0608ｨ ｨｬｨｨ ｨｬ02ｨｪｨｪ ｨｰ ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｰｨ ｨｺｨｨ02 ｨｬ ｨｨ 0706ｨｺｨ ｨ 06ｨｰ ｨｨ ｨｪ0609ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 0ｨ ｨ ｨｪ0202 ｨｪ ｨｴｨ 0903ｨｨ ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰ0609. ﾁ02ｨｪ ｨｨ 08ｨｮ [8] ｨｰ0806ｨｨ05ｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｮ06 ｨｬ ｨｹ ｨｨ09ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨ ｨｨｨｦ 0706ｨｨ09ｨｺｨ 09 06ｨｪ05ｨ ｨｦｨｪ060906ｨｬ ｨ ｨｨｨ 05ｨｨ06ｨｰ02 ﾂｨｪ06ｨｬ ｨｺｨ ｨｰｨ ｨｰｨｨ ｨｨｨｨ 08ｨ 04ｨ ｨｨ09ｨ 06ｨｰ0907 ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪｨ ｨｰｨｹ 0008ｨｮ ｨ 08ｨ ｨｺｨｰ0208ｨｮ ｨｪｨｨ ｨｨ09ｨｺｨ ｨｺｨｰｨｪ0609ｨｰｨｹ ｨｺｨ ｨｰ ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｮ02ｨｰ ｨｮ0006ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｰ ｨ 09ｨｰ [7]. 05ｨ ｨｰ02ｨｬ ｨｨｨｨ ｨｺｨ 03006ｨｦ 0008ｨｮ ｨｰ08ｨ ｨｪ ｨｬｨｨ08ｨｮ06ｨｰ ｨｰ0607ｨｪｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺ ｨ. 08ｨｨｨｮ [2] 0607ｨｨ090409ｨ 02ｨｰ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｨ09ｨｰ02ｨｬ ｨｬ06ｨｴｨｹ06 ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ ｨｬｨｹ ｨｰ0607ｨｪｨｨ07ｨｬｨｨ ｨｰｨ ｨｰｨｹ ｨｨ [9] ｨｰｨ ｨｰ0907 ｨｨｨｪｨｰ ｨｪ0602 ｨｨ ｨ ｨｪｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｰ0608 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｰ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪｨｨ07 060ｨｪｨｨ0 ｨｨ ｨｰ ｨｮ ｨｹ040609ｨ ｨｰ020502ｨｦ 09 ｨｰ02 ﾂ02ｨｪｨｨ02 005ｨｨｨｰ0205ｨｹｨｪ ｨｬ02ｨｪｨｪ ｨｨ060ｨ ｨｮ0706ｨｬ07ｨｪｨｮｨｰ ｨ ｨ 06ｨｰ ｨ ｨｰ ｨｬ ｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨｬ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 09ｨｨｨｰｨｮｨ 02ｨｨ07 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨｨｪ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07: ｨｺ06ｨｪ09ｨｰ08ｨｮｨｨ08ｨｮ02ｨｰ0907 ｨｬ ｨｹ ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ ｨｹ040609ｨ ｨｰ0205ｨｹ-09ｨ ｨｦｨｰ. 06ｨ ｨｺ06ｨｦ ｨ 02ｨｴｨ 02ｨｰ ｨ 0605ｨｹ03ｨｮ06 09ｨｰ020702ｨｪｨｹ ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｬ ｨｨ, ｨｺ0605ｨｹｨｺｨｮ ｨｪ ｨｨ090704ｨ ｨｪ ｨｺ ｨｨ00ｨｨｨｺ02 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨ ｨｦｨｰｨ ｨｨ ｨ 0605ｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 0802ｨ 05ｨｨ07ｨｬ 06ｨｪｨｰ0208ｨｪ02ｨｰｨ ｨｺｨ ｨｺ ｨｬｨ ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ｨ ｨｪ04ｨｦ , ｨｪ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｨｨｪ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 08ｨｨ07, 08ｨ 0409ｨｨ09ｨ 02ｨｰ ｨｰｨ ｨｰｨｹ02 08ｨｪ0902ｨｪｨ, 0507ｨｨｨｪｨｺｨ ｨｨ 05ｨ 08ｨ 0209ｨｨ ﾂｨ [] ｨｬ02 ｨｰ060006, 09 08ｨ ｨ 06ｨｰｨ ｨｰ02ｨｬ02 ｨｨ04ｨｮ ﾂ02ｨｪｨｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰ0609 ｨｨ ｨｪｨｨ ｨｰｨｨｨｰ020502ｨｦ ｨｬｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ 09ｨｰ080607ｨｰ0907 ｨｪｨ 0609ｨｪ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ( ﾂｨ 09ｨｰ06ｨｰｨ ｨｴ02ｨｪｨｨｨｦ, ｨｬ ｨｬ06ｨｰ08ｨ ｨｨ ｨｰ.07.). 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｬｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨｨｪｨｰ0204ｨ ｨｪ , ｨ ｨｺｨｰｨｨ09ｨｪ040 ｨｺ06ｨｬ070502ｨｺ09ｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ -09ｨ ｨｦｨｰ ｨｨ ｨ ｨｪｨｨ ｨｹ ｨｰｨ 09ｨｨｨｰｨｹ ｨｴ02ｨｪｨｨ ｨ 09ｨｰ08ｨ ｨｪｨｨ02 ｨｺｨ ｨｺ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨｨｦ ｨ ｨｨｨｨ080609ｨ ｨｰｨｹ: ｨｪｨｺｨｨ ﾂｨ 09ｨｰ06ｨｰ ｨｴ02ｨｪｨｨｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨC 09 00ｨｨｨｪｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ ｨｪｨｪ06ｨｦ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ; ｨｪｨｺｨｨ ｨｬ02ｨｪｨｨ ｨｪｨｪ ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ0202 ｨC ｨｪｨｨｨｬｨｨ ｨ 0204ｨｮ ｨｪ04ｨｬｨｨ ｨｬ02ｨｪｨ ｨｬｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ ｨｹ040609ｨ ｨｰｨｹ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ06ｨｬ070502ｨｺ09ｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 06ｨｰ00205ｨｹｨｪ040 09ｨｰ08ｨ ｨｪｨｨ02 00ｨｨｨｪｨ 05ｨｹｨｪ0402 ｨｨｨｪｨｰ020809ｨ 05ｨｹｨｪ ｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺ ｨ ｨｮ ﾂｨｨｨｰｨｹ ｨｰｨｪ0609ｨｰｨｪ ｨｪｨｺｨｨ ｨｬ02ｨｪｨｨ ｨｨ ﾂｨｨ0905ｨ , ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨ0302ｨｪｨｨ ｨｰｨｨｨｰ020502ｨｬ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｨ0 ｨｺｨ ｨｺ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｨ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｰｨｨｨｰ ｨ ｨｮ ﾂｨｪｨ 07 ｨｪ0609ｨｨ04ｨｪｨ ｨｰ06ｨｨｨｰ 09 08ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｪ ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ, ｨｮ09ｨｰ08ｨ ｨｪ0706ｨｴｨｨ0 ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ 00 ﾂｨ 09ｨｰ06ｨｰｨ ｨｴ02ｨｪｨｨｨｦ03, ｨｨ ｨｬ ｨｬ06ｨｰ08ｨ 03, ｨ ｨｰｨ ｨｺ0302 ｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ06ｨｦ ｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02, ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｺ06ｨｰ ｨ 02ｨｰ ｨｬ0603ｨｪ06ｨｦ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 09ｨ ｨｦｨｰ0609 ｨｪｨ 0609ｨｪ ﾂ02ｨｰｨｺｨｨ0 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｪ06ｨｺ ｨｹ ｨｨ09ｨ ｨｰｨｹ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ 09 ｨｰ0208ｨｬｨｨｨｪｨ ｨｮ0302ｨｪｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨｬ06ｨｴｨｹ06 ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ ｨC ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨｨｨ 0905ｨｮ ﾂｨ ｨｦｨｪ

67 ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨ ｨｨ ｨｹｨｪ04ｨｬ 09 ﾂ02ｨｰｨｪ04ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ ｨｰ0607ｨｪｨｨｨｦ ｨｬ06ｨｴｨｹ ｨ ｨｪｨ ｨｮ080609ｨｪ02 04ｨｪｨ ｨｺｨ ｨ 04ｨｪ0609ｨｰ02ｨｦ, ﾂｨｹ07 06ｨ 05ｨ 09ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 ｨｰ08ｨｨ ｨｬ02ｨｪｨｰｨ : ｨｰ0607ｨｪｨｨ02 ｨｮ0ｨ 0502ｨｪｨｨ07 06ｨｰ 0005ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 (000907ｨｮ09ｨｺ03); ｨｰ0607ｨｪｨｨ ｨｨｨ 05ｨｨ0302ｨｪｨｨ07 ｨｺ 0005ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202 ( ｨｲ02ｨｬ03) ｨｨ ｨｰ0607ｨｪｨｨ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ ｨｬ02ｨｴ02ｨｪｨｨ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰｨｹ 00ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ ｨｪｨｺｨｨ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 09ｨ ｨｦｨｰｨ ｨｰｨｨｨｰ ｨ ｨｮ ﾂｨｪｨ 07 ｨｪ0609ｨｨ04ｨｪｨ ｨｰ06ｨｨｨｰ ﾂｨｨ090502ｨｪｨｨｨｨ 0706ｨｺｨ 04ｨ ｨｰ ｨｮｨ ｨｨｨｪｨ ｨｬ06ｨｰ08ｨ 03 ｨｺｨ ｨｺ ｨｰｨｪ0609ｨｰｨｨ ｨｮ0302ｨｪｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 09ｨ ｨｦｨｰｨ, ﾂｨｰ06 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｰ ｨｪｨｺ06ｨｦ 0005ｨｮｨ ｨｨｨｪ ｨｬ06ｨｰ08ｨ ｨC 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ 06ｨ 04 ﾂｨｪ ｨ ｨｺｨｰｨｨｨｺｨｮ02ｨｬ ｨｪ04ｨｪ ﾂｨｨ090502ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ ｨｺｨ ｨｺ ｨｪ ｨｺ0605ｨｨ- ﾂ0209ｨｰ09ｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02 ｨｪｨ 09ｨ ｨｦｨｰ02, ｨｬ06ｨｰ0802ｨｪｨｪ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , ｨ ｨｨｨｰｨｬ0609 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 08ｨｨｨｦ: ｨｪｨｨ07, 0708ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｹ 0505ｨｮ ﾂｨ ｨｦｨｪ04ｨｦ x(t) ｨｪｨ ｨ 06ｨｰ ｨｬｨ 08ｨｺ060909ｨｺｨｨｨｬ, ｨｨ ｨ 040 n ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t <t 2 < ｭ<t n ｨｨ04 06ｨｰ080204ｨｺｨ [0,T] ｨｮ ｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨ07 x(t n ) 0708ｨｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨ070 x(t ), x(t 2 ), ｭ, x(t n- ) 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ x(t n- ), ｨｰ ｨｨ 04ｨ 0ｨ ｨｪｨｪ040 04ｨｪｨ - ﾂ02ｨｪｨｨ070 x, x 2, ｭ,x n ｨ ｨｨ ｨｰｨｪ060302ｨｪｨｨ02: P{x(t n ) ﾜ x n x(t )=x, ｭ,x(t n- )=x n- } = = P{x(t n ) ﾜ x n x(t n- )=x n- }, ﾂ P{ } 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨ ｨｰｨｪ0609ｨｰｨｹ 0906ｨ 04ｨｰｨｨ07, ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｨ00ｨｮ08ｨｪ040 09ｨｺ06ｨ ｨｺｨ 0. 04ｨ ｨｪｨｮｨｰｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｰ020608ｨｨｨｨ ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ 09 08ｨ ｨ 06ｨｰｨ 0 [2, 3, 5]. 03ｨｮ09ｨｰｨｹ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｦ ｨｨｨｬ0202ｨｰ ｨｺ06ｨｪ02 ﾂｨｪ0602 ﾂｨｨ K ｨｬ0603ｨｪ040 00ｨ ｨｰ0607ｨｪｨｨｨｦ ｦﾈ, ｦﾈ 2, ｭ, ｦﾈ K. 03ｨｮ09ｨｰｨｹ 05ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t 0 <t <t 2 ｭ 03ｨ 00 04ｨ 03ｨ 0006ｨｬ 09ｨｺｨ ﾂｨｺ0606ｨ 08ｨ 04ｨｪ06 ｨｬ02ｨｪ0702ｨｰ ｨｰ0607ｨｪｨｨ02, ｨｰ. 02. ｨｨｨｬ0206ｨｰ ｨｬ0209ｨｰ ｦｨ 0 ｦｨ ｦｨ 2 ｭ, ｦｨ n ｨC ｨｰ0607ｨｪｨｨ ｨ ﾂ n 03ｨ , ｨ ｦｨ 0 ｨC ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｰ0607ｨｪｨｨ ｨｪ ｨｰｨｪ0609ｨｰｨｪ ｨｨ09ｨ ｨｪｨｨ ｨｪｨｨ ｨ 0ｨ 02ｨｰ0907 ｨｺ06ｨｪ02 ﾂｨｪ06ｨｬ0208ｨｪ04ｨｬｨｨ ｨｰｨｪ0609ｨｰ07ｨｬｨｨ P(ｦｨ 0, ｦｨ, ｭ, ｦｨ n ) 0708ｨｨ 08ｨ 04ｨｪ040 n: P(ｦﾈ 0, ｦﾈ, ｭ, ｦﾈ n ) = P{ｦｨ 0 = ｦﾈ 0, ｦｨ = ｦﾈ, ｭ, ｦｨ n = ｦﾈ n } = n 0 ｦｨ0 ) ﾇｦﾐ ｦﾌ( ｦｨ ｦﾌ ｦｨ0,..., ｦｨ ｦﾌ6ﾓ ) ｦﾌ = P ( P 0 (ｦｨ 0 ) ｨC ｨｰｨｪ0609ｨｰｨｹ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｰ0607ｨｪｨｨ07, ｦﾐ ｦﾌ ｨC ｨｮ ｨｪｨ ｨｰｨｪ0609ｨｰｨｹ ｨ ｨｪｨ ｦﾌ-ｨｬ 03ｨ 0002, < ｦﾌ <n ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｰ0607ｨｪｨｨｨｦ 06ｨ 08ｨ 04ｨｮ02ｨｰ ｨｰｨｮ ｨｹ 00ｨ 08ｨｺ0609ｨ, ｨｨ n =, 2, 3 ｭ ｨｨ ｨｬ0603ｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨｨ ﾂｨｨｨｪ ｦｨ n ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ ｨｰｨｪ060302ｨｪｨｨ02 ｦﾐ ｦﾌ (ｦｨ n ｦｨ 0, ｦｨ, ｭ, ｦｨ n- ) = ｦﾐ ｦﾌ (ｦｨ n ｦｨ n- ) ｨ ｨｨ ｨｰ0607ｨｪｨｨ07 ｦﾈ j ｨｰ0607ｨｪｨｨ02 ｦﾈ K 04ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 03ｨ ｨｬ060302ｨｰ 0609ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨ 04ｨｪ04ｨｬｨｨ 07ｨｮｨｰ07ｨｬｨｨ, ｨｰ ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨｬ060302ｨｰ ｨｪｨ 0060ｨｨｨｰｨｹ ｨ 0405ｨｨ ﾂｨｪ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｰ0607ｨｪｨｨ070., ｨ ｨ ｨｨ0906 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｨ09ｨｺ0802ｨｰｨｪ ｨｦ 09 ｨｺ06ｨｪ02 ﾂｨｪ04ｨｬ ｨｬｨｪ ｨｰ0906ｨｬ ｨｰ0607ｨｪｨｨｨｦ, ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ ｨ 08ｨｺ060904ｨｬ: ﾆ ｦﾐ, 0 = ｦﾌ < m < n. = K jk ( ｦﾌ,n ) ｦﾐ ji( ｦﾌ,m ) ｦﾐ ik( m,n ) i= 00ｨ 08ｨｺ060909ｨｺｨ ｨｹ ｨｪｨ ｨ 02ｨｰ ｨｪ06ｨｦ ｨｺｨ m >, ｨｨ ｨｰｨｪ0609ｨｰｨｹ ｨｪ ｨｰ0607ｨｪｨｨ07 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ m ｨｰ0607ｨｪｨｨｨｦ, ｨｪ ｨｰ0902ｨｪｨｪ06 02ｨｬｨｮ ｨｰ09ｨｮ06ｨｴｨｨ ｨｨ ｨｰ ｨｦ 00ｨ 08ｨｺ0609ｨ 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ 060ｨｪ ｨｪ0402 ｨｨ ｨｪ02060ｨｪ ｨｪ ｨｪ ｨｪｨ 07 ｨｬｨ 08ｨｺ060909ｨｺｨ ｨｹ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨ ｦﾐ jk (ｦﾌ, n) 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨ 0800ｨｮｨｬ02ｨｪｨｰ0609 ｦﾐ jk (ｦﾌ, n) = ｦﾐ jk (n ｨC ｦﾌ). 020ｨｪ ｨｪｨ 07 ｨｬｨ 08ｨｺ060909ｨｺｨ ｨｹ ｨC 0ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｦ ｨｺ06ｨｪ02 ﾂｨｪ04ｨｬ ｨｬｨｪ ｨｰ0906ｨｬ ｨｰ0607ｨｪｨｨｨｦ ｨｨ 0ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｬ ｨｬ02ｨｪ02ｨｬ ｨC 09 ﾂｨｨｨｰｨ 02ｨｰ ｨｪ0609ｨｰｨｹ06 04ｨ 0ｨ ｨｪｨｪ04ｨｬ, ｨｨ ｨｨ ｨｰｨｪ06 08ｨ ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ P i (0) ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ, i ｨC ｨｪ06ｨｬ ｨｰ0607ｨｪｨｨ07, ｨｨ ｨｬｨ ｨｰ08ｨｨ02ｨ 060ｨｪ0603ｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ (ｦﾐ ij ), ｦﾐ ij ｨC ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ , ｨｪｨ ｨｹ 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t=n ｨｰ0607ｨｪｨｨｨｨ i, ｨｺ ｨｬ06ｨｬ02ｨｪｨｰｨｮ n ｨｦ002ｨｰ ｨｰ0607ｨｪｨｨ02 j ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 00ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 P k, ｨｺ06ｨｰ ｨｪ02 04ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨ ｨｪｨｨ07 P i (0): P = lim P ( m ), k k k = m ﾞ 0,,...K. 08ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ ｨｰ ｨｪｨｨ02ｨｬ 09ｨｨ09ｨｰ02ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ040 ｨ ｨ 08ｨ ｨｨ- ﾂ0209ｨｺｨｨ0 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ: 0708ｨｨ 0906ｨ ｨｪｨｨｨｨ ｨｮ ｨｨ07 ｨｪ0608ｨｬｨｨ080609ｨｺｨｨ ﾆ P k =. K k = 0 () ｨｰｨ 09ｨｨｨｬ ｨｺｨ 03006ｨｬｨｮ ｨｪ02ｨｪｨｮ ｨｬｨｮ ｨｬ02ｨｪｨｰｨｮ ｦﾐ ij ｨｬｨ ｨｰ08ｨｨ ｨｪ0603ｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｨ- ﾂｨｨｨｪｨｮ T ij ｨｰｨｪ0609ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｨ f ij (t) ｨｨ ﾂｨｨｨｪｨｮ T ij 06ｨ 04 ﾂｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｺｨ ｨｺ ｨｬ ｨ 0409ｨ ｨｪｨｨ ｨ ｨｰ0607ｨｪｨｨｨｨ i 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ ｨｮ06ｨｴｨｨｨｬ ｨ ｨｮ002ｨｰ ｨｰ0607ｨｪｨｨ02 j. 0505ｨｮ ﾂｨ ｨｦｨｪ04ｨｦ ｨｪｨ ｨ 02ｨｰ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨｨｬ, ｨｨ ｨｰ0907 ｨｬｨ 08ｨｺ060909ｨｺｨｨｨｬ ｨｰ0605ｨｹｨｺ06 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨ, ｨｺ06000ｨ 06ｨｪ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 060ｨｪ ｨｪｨｮ06 ｨｬｨ 08ｨｺ060909ｨｺｨｮ ｨｹ, ｨｺ06ｨｰ0608ｨｮ06 ｨｪｨ ｨ 06ｨｰ ｨｪｨｪ06ｨｦ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨｨｦ ﾂｨｨｨｰｨ 02ｨｰ ｨｪ0609ｨｰｨｹ06 04ｨ 0ｨ ｨｪｨｪ04ｨｬ, ｨｨ ｨｨ ｨｰｨｪ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨ ｨｪｨｨ02 P i (0), ｨｬｨ ｨｰ08ｨｨ02ｨ 060ｨｪ0603ｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｪｨｪ06ｨｦ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ (ｦﾐ ij ) ｨｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｮ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｬ02ｨｪ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 (f ij (t)), f ij (t) ｨC ｨｰｨｪ0609ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｨ ｨｬ02ｨｪｨｨ ｨ 0409ｨ ｨｪｨｨ ｨ ｨｰ0607ｨｪｨｨｨｨ i 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ ｨｮ06ｨｴｨｨｨｬ ｨ ｨｮ002ｨｰ ｨｰ0607ｨｪｨｨ02 j ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 00ｨｨｨｪｨ 05ｨｹｨｪ0402 ｨｨｨｪｨｰ020809ｨ 05ｨｹｨｪ ｨｪ ｨｰｨｪ0609ｨｰｨｨ: Q K P = ﾆｦﾐ P, k = 0,,... K k j= 0 jk j 6ﾓ 69 K 62 i = Pi < Ti > 60 Pj T 63 ﾆ < j > (2) j= <T i > ｨC ｨｪ0202 ｨ 0204ｨｮ ｨｪ ｨｬ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨｨｨ i. 08ｨｨｨｪｨ 05ｨｹｨｪ0402 ｨｨｨｪｨｰ020809ｨ 05ｨｹｨｪ ｨｪ

68 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰｨｪ0609ｨｰｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺ ｨ ｨｪ02 04ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｰ0607ｨｪｨｨ07 ｨｨ 08ｨ 09ｨｪ04 00ｨｨｨｪｨ 05ｨｹｨｪ04ｨｬ ｨｰｨｪ0609ｨｰ07ｨｬ ｨｪｨｪ06ｨｦ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ, ｨｪｨｪ04ｨｬ 09 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ ｨｪｨｨｨｬｨｨ ｨ 0204ｨｮ ｨｪ04ｨｬｨｨ ｨｬ02ｨｪｨ ｨｬｨｨ ｨ 0409ｨ ｨｪｨｨ07 09 ｨｺｨ 03006ｨｬ ｨｰ0607ｨｪｨｨｨｨ. 09ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｦ09ｨｰ09ｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨ 0ｨ 06ｨｰ ｨｨ00ｨｨｨｺ06ｨｦ ｨ ｨｴ02ｨｪｨｨ ｨ -09ｨ ｨｦｨｰｨ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ ｨｰｨｨｨｰ0205ｨｹ, ｨｪｨ ｨｹ ｨｪｨ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202, 0904ｨ ｨｰ ｨｰ06ｨｰ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ ｨｬｨ ｨｮｨｰ ｨ 05ｨｹｨｪ02ｨｦ ｨｨ ｨ ｨｪｨｨ07 09ｨ ｨｦｨｰｨ, 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨ ｨｰ09ｨｮ06ｨｴ ｨｬｨ ｨｮｨｰｨ ｨｺｨｨ0 0905ｨｮ- ﾂｨ ｨ ｨｴ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ 09ｨ ｨｦｨｰ0609 ｨ ｨｮ0ｨｮｨｴｨｨｨｦ ｨｬｨ ｨｮｨｰ ｨｬ02ｨｴ02ｨｪｨｨ ｨ ｨｦｨｰｨｮ ｨｪ0609ｨｪ06ｨｬ 06ｨ ｨｮ ｨｪ ｨｰ0802ｨｬ07 00ｨ ｨｺｨｰ0608ｨ ｨｬｨｨ: ) 05ｨｨｨｪｨｺｨ ｨｬｨｨ, 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ0202 ｨｰ02ｨｺｨｮｨｴ ｨ 0409ｨ ｨｪｨｨ07; 2) 05ｨｨ ﾂｨｪ04ｨｬｨｨ ﾂｨｰ02ｨｪｨｨ07ｨｬｨｨ ｨｰｨｨｨｰ020507; 3) ｨｬ02ｨｪ02ｨｬ, ｨｪｨｪ04ｨｬ ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ0202: ﾂ02ｨｬ ｨ 0605ｨｹ ｨｬ02ｨｪｨｨ ｨｰｨｨｨｰ0205ｨｹ 0706ｨｰ08ｨ ｨｰｨｨ05 ｨｪｨ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｰ02ｨｬ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0060ｨ ｨｪ02ｨ ｨｺ0202ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｬ03 05ｨｨｨｪｨｺｨ ｨｬ ｨC 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ, ｨｺ 0708ｨｨｨｬ0208ｨｮ, 09 ｨｰ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨ ｨｪ ｨｪ0609ｨｪ06ｨｬ ｨｬ02ｨｪ ｨｪ02ｨｦ ﾂｨ 09ｨｰｨｨ 05ｨｺ08ｨ ｨｪｨ. 07 ﾂ02ｨｰ ｨｮｨｺｨ 04ｨ ｨｪｨｪ040 00ｨ ｨｺｨｰ ｨｨ09060ｨｨｨｰ ｨｺ 00ｨｨ0706ｨｰ ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｨ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｰｨｪ0609ｨｰｨｪ06ｨｦ ｨｬ ｨｨ ｨｺ ｨｺｨｰｨｪ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ09ｨ ｨｪｨｨ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨｺ0605ｨｹｨｺｨｮ 0802ｨ 05ｨｹｨｪ ｨｪ02 ｨｬ0600ｨｮｨｰ ｨｨ002ｨ 05ｨｹｨｪ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨ ｨ 09ｨｰ08ｨ ｨｺ02ｨｨ07ｨｬ, ｨｰ06 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｮ09ｨｰｨｨｨｬ0609ｨｰｨｨ 00ｨｨ0706ｨｰ ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｦ09ｨｰ09ｨ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨ ｨ 08ｨ ｨｪ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｪｨｨ07 ｨｮ080609ｨｪ07 0, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬｨｨ ｨｨ ﾂｨｨｨｪｨ ｨｬｨｨ ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｬｨｨ ｨｬ02030ｨｮ 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬｨｨ 09ｨ ｨｦｨｰｨ, ｨｺ06ｨｰ ｨ ｨｪ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｪｨｺｨ ｨｬｨｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｪｨｪ06ｨｦ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺ ｨ ｨｺｨｨ 00ｨｨ0706ｨｰ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｺｨｰｨ ( ｨｺ06ｨｰ060804ｨｦ ｨｰ0907 ｨｺ08ｨｮ07ｨｪ02ｨｦ03ｨｨｨｬ 06ｨｪ05ｨ ｨｦｨｪ060904ｨｬ 05ｨｪ02ｨｨｨｺ ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｮ080906ｨｬ (ｨ ｨｰ ｨｪ06ｨｰ02ｨｺ09ｨｰ ｨｪ02ｨｨｨｺ ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰｨ ｨｰ02ｨｦ, ｨ ｨｰ0409. ｨｨ ｨｰ08ｨ 02ｨｨｨｦ ｨｨ ｨｺｨ 08ｨｰ). 0ｨ ｨ ｨ ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ ｨｴ02ｨｪｨｨｨｦ ｨ 04ｨ 0902ｨｪｨｰ07ｨ 08ｨｹ ｨC ｨｪ0607ｨ 08ｨｹ ｨ 0405ｨｨ ｨｪ ｨｮ06ｨｴｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ0804 ( ｨｪ0202 ﾂｨｨ ｨｰｨｨｨｰ020502ｨｦ ｨ ｨｪｨｹ 09 05ｨｰ06ｨｰ ｨｨ060 ｨC 5 000, ｨｺ06ｨｰ ｨｪ0209ｨｪ ｨ 05ｨｨ 06ｨｺ ｨ ): ) ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰｨｨ07ｨ ｨ 09ｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨC ｨｺｨ ｨｰｨ ; 2) ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰｨｨ07ｨ ｨ 09ｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨC 09ｨｰ08ｨ ｨｪｨｨ ｨｪ02ｨｨｨｺ ｨｨｨｦ03; 3) ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰｨｨ07ｨ ｨ 09ｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨC 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｬ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨ0 0706ｨｨ09ｨｺ ｨｨｨｦ ｨ % ｨｰｨｨ07ｨ ｨｨ ｨｰ 08ｨ ｨｪ0202, ﾂ02ｨｬ ｨｰｨｨ07ｨ ｨｨ05ｨｨ ｨｰ06ｨｬｨｮ ｨｺｨｨ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ 00ｨｨ0706ｨｰ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨ 0405ｨｨ 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪ04 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ R 3 ｨｨ R ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 ｨ ﾂ02ｨｬ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨ ｨｨ ｨｮ ﾂ02ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 R 3 = 0,9 R 32 = 0, ｨｰ ｨ 06ｨｰ 00ｨｨ0706ｨｰ0204ｨｮ 09 09ｨｬ ｨ 08ｨ ｨｪｨｪ ｨｺ08ｨｨｨｰ0208ｨｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ, ｨｺｨ ｨｺ ｨｨ04ｨｬ0208ｨｨｨｰ0205ｨｹ 09ｨｰ020702ｨｪｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ, ｨｨｨｬ0202ｨｰ ﾂ02ｨｰｨｺｨｨｨｦ 09ｨｬ ｨｨ 05ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ ｨｨ ｨｨ ｨｪ0608ｨｬｨ 05ｨｹｨｪ06ｨｬ 08ｨ ｨｪｨｨｨｨ ｨｨ ｨｮ02ｨｬ040 0ｨ ｨｪｨｪ ｨｪ0202 ｨｮ ｨｨ ｨｪ0702ｨｰ0907, ｨｺ0605ｨｹｨｺｨｮ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 09ｨｮｨｬｨｬｨ 08ｨｪ ｨｦ09ｨｰ09ｨｨ07 06 ﾂ02ｨｪｨｹ ｨ 0605ｨｹ ﾂｨｨ0905ｨ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ ｨｮ ﾂｨ ｨｦｨｪ040 00ｨ ｨｺｨｰ ｨｪｨｨ ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ (ｨｨ04 ｨｺ06ｨｰ060806ｨｦ ｨｮ02ｨｰ 0708ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｹ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｪｨｺｨｨ) ｨｰ0802ｨ ｨｮ02ｨｰ 006ｨｺｨ 04ｨ ｨｰ0205ｨｹ09ｨｰ09ｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 00ｨｨ0706ｨｰ0204ｨｮ H 0 06ｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨｨｨ 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨ ｨｪｨｪ040 3 ｨｨ 2 (06ｨ ｨｲ02ｨｬ 0904ｨ 0608ｨｺｨｨ n = 72, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ R 32 = 0,23) H 0 : R = 0. 05ｨ 0ｨ 0ｨｨｨｬ0907 ｨｮ080609ｨｪ02ｨｬ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨ ( ｨｰｨｪ0609ｨｰｨｹ 06ｨｰ ｨｪｨｮｨｰｨｹ 0708ｨ 09ｨｨ05ｨｹｨｪｨｮ06 00ｨｨ0706ｨｰ0204ｨｮ) ｨC 0%. 00ｨｨ0 ｨｺ08ｨｨｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ KS []: KS = ( R 6ｦ (n ｨC 2) /2 ) / ( ｨC R 2 ) /2 04ｨ ｨｪｨｨ02 KS 09ｨｰ0802ｨｬｨｨｨｰ0907 ｨｺ t-08ｨ ｨｪｨｨ06 05ｨｰｨｲ06002ｨｪｨｰｨ 09 (n ｨC 2) ﾂｨｨ090506ｨｬ 09ｨｰ020702ｨｪ02ｨｦ ｨ ｨｪ0707 (h) ｨｨ ｨｪｨｨ03ｨｪ0707 (l) ｨｺ08ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪｨｨ ｨｺ08ｨｨｨｰ0208ｨｨ07, ｨｪｨ ｨｦ002ｨｪｨｪ ｨｰｨ ｨ 05ｨｨ ｨｪｨｰｨｪ040 ｨｰ06 ﾂ02ｨｺ t-08ｨ ｨｪｨｨ07 05ｨｰｨｲ06002ｨｪｨｰｨ : KS h = t ｨ /2 (n ｨC 2) = t 5 (70) =,6669; KS l = ｨCKS h = ｨC, ｨ 09 ﾂ02ｨｰｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ08ｨｨｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ 0708ｨｨ R 32 = 0,23 ｨｨ n = 72: KS =, ｨ ｨｺ ｨｺｨ ｨｺ 04ｨｪｨ ﾂ02ｨｪｨｨ02,9773 ｨｪ ｨ 0ｨ 02ｨｰ 09 ｨｨｨｪｨｰ020809ｨ 05 (ｨC,6669;,6669), 00ｨｨ0706ｨｰ0204ｨ H ｨｨ04ｨｪｨ 02ｨｰ ｨｨｨ 06 ﾂｨｪ06ｨｦ ｨ ｨｹｨｬｨ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹｨｪ ｨｰｨｨ ｨｰｨ ｨｺｨｮ ｨｺｨｮ ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｦ09ｨｰ09 ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰｨ ｨｪｨ 0ｨ ｨｪｨｪ040 08ｨｪ002ｨｺ09ｨ ｨ 0502ｨｪｨｨ06, 09 ｨｪｨ 0302ｨｬ 08ｨ ｨｪｨｨｨｨ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｰｨｨｨｰ020502ｨｦ ｨｬ02030ｨｮ 0905ｨｮ03ｨ ｨ ｨｬｨｨ 08ｨｪ002ｨｺ09ｨ ｨｰ0605ｨｹｨｺ ｨｮ0 09ｨｮｨｰ06ｨｺ ｨC 28/02/07 ｨｨ 02/03/07, ｨｰ06ｨｬｨｮ ｨｪｨｪ06 ｨ ｨｪｨ ｨｨ ﾂｨｪｨ ｨｮ08ｨ ｨ 0405ｨ ｨ 04 ｨｪ02ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ06ｨｦ ｨｺ0605ｨｹｨｺｨｮ 08ｨｪ002ｨｺ09 ｨC 09ｨ ｨｦｨｰ ﾂ02ｨｪｨｹ ｨｺｨｨｨｬ ｨｮ080609ｨｪ02ｨｬ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺ06ｨｦ ｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ, ｨｰ ｨｰｨ ｨｰ ｨｮ09ｨｰｨｨｨｬ04ｨｬ ｨｪｨｨ02 06ｨ ｨｨ ﾂ0209ｨｺ06ｨｬ 0ｨ 08ｨ ｨｺｨｰ ｨｮ ﾂｨ ｨｦｨｪ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｰｨ ｨｺｨｨ0 09ｨ ｨｦｨｰ ｨｰ02 ﾂ02ｨｪｨｨ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｮ04ｨｺｨｨ ｨｬ02ｨｪｨｪ040 ｨｨｨｪｨｰ020809ｨ ｨC ｨｺｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 0ｨｪ02ｨｦ. 0202ｨｦ09ｨｰ09ｨｮ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 00ｨｨ0706ｨｰ ｨｬ0603ｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ ｨ ｨｨ ﾂ0209ｨｺ0602 ｨｰ08ｨ ｨｪ090706ｨｪｨｨ080609ｨ ｨｪｨｨ ｨｨ0ｨ 00ｨｬｨｪ ｨｰ ｨｬ0703 ｨｨ 09ｨｨｨｪｨｰ0204ｨｨ080609ｨ ｨｰｨｹ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｬ02ｨｪｨｪ ｨ 09 ﾂ02ｨｰｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 06ｨｰ ｨ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｮｨｴ02ｨｪｨｨ07:. 05 ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ ｨｨ05ｨｹｨｪ0402, ｨｰ ｨ ｨｪｨｪ0402 ｨｪ ｨｰ0902ｨｪｨｪ ｨｨ09ｨｺ06ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0905ｨｮ03ｨ 04 08ｨｪ002ｨｺ09ｨ ｨｴｨ 06ｨｰ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ ｨｮ06 06 ﾂ ｨｹ (08ｨ ｨｪ0202), ｨ ﾂｨｨ02 (ｨｪ ｨｨ05ｨｹｨｪ0402) ｨC ｨｰ0608ｨｮ06 ( ｨｪ0202) ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 ﾂｨｨ0905ｨ ｨ

69 ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ0609 ｨｴｨ 02ｨｬ ｨｮ03ｨ (ｨｪｨ 0708ｨｨｨｬ ｨｨ09ｨｺ03 ｨC ｨｪｨｨｨｦ 0ｨｪ0209ｨｪ06ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｰ ｨ ｨｪｨｪ04ｨｬ 0707ｨｰｨｨ ｨｪｨｨ0 08ｨ ｨ 06 ﾂｨｨ0 0ｨｪ02ｨｦ ｨｪｨ 30/05/2007 ｨC ) ｨｪｨ ｨｬ02ｨｪ ｨｴｨ 02ｨｬ0402 (ｨｪｨ 0708ｨｨｨｬ ｨ ｨｰｨ ｨC ｨ ｨｪｨ ｨｨ ﾂｨｪ04ｨｦ ｨｪｨｨｨｦ 0ｨｪ0209ｨｪ06ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨC ) ﾂ02ｨｰ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 ﾂｨｨ0905ｨ ｨｪｨｨ0 ｨｪｨ 02ｨｴ02 ｨｬ02ｨｪ ｨｴｨ 02ｨｬ0402 (ｨｪｨ 0708ｨｨｨｬ ｨ 08ｨｺ02ｨｰ03 ｨC ｨ ｨｪｨ ｨｨ ﾂｨｪ04ｨｦ ｨｪｨｨｨｦ 0ｨｪ0209ｨｪ06ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨC 08 42) ｨｹ06 09ｨｨｨｪｨｰ0204ｨ ｨｪｨｺｨｨ ｨｺ ｨｨｨｨ 0905ｨｮ03ｨ 04 08ｨｪ002ｨｺ09ｨ ｨ 0405ｨｨ 08ｨ 04ｨ ｨｨｨｰ04 ｨｪｨ ｨｮ070704: ｨｨ05ｨｹｨｪ0402, ｨｪｨ ｨｬｨｮ ｨ ｨｪｨｪ ｨｨ09ｨｺ06ｨｬ 09 ｨ 0605ｨｹ03ｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 ｨｬｨ 0909ｨｨ09ｨ 0 ｨC ｨｨ09ｨｺ03, ｨｨ09ｨｺ 0706 ｨ ｨ ｨｬ03, 0000ｨ 08ｨｺ02ｨｰ03, 0008ｨ ｨｰｨ , ｨ 08ｨｨ03, ｨ 03 ( ｨｴｨ 02ｨｬ ｨ ｨｪ0202) ｨｨ ｨｪ ｨｨ05ｨｹｨｪ0402: ﾂｨｰｨ 03, 0002ｨｨ0802ｨｺｨｰ03, ｨ 03, ｨ 03, ｨｨ03ｨ 03, ｨｰｨｨ03 ( ｨｴｨ 02ｨｬ ｨｪ0202). ﾁ0502ｨｪ04 06ｨ 02ｨｨ0 0008ｨｮ0707 ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ ｨｺ08ｨｨｨｰ0208ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ (00609ｨｰ04, ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 0ｨ ｨｪｨｪ0402 stat.yansex.ru 06ｨｰ 30/05/2007) ｨｨ 04ｨ ｨｰ02ｨｬ 09 ｨｺｨ 03006ｨｦ ｨｨ ｨ ｨｰ0205ｨｹｨｪ040 07ｨ 08 ｨｮ ﾂ02ｨｪｨｪ ｨｮ ｨｨ09ｨｺ>08ｨ ｨｰｨ , 0008ｨ ｨｰｨ >00ｨ 08ｨｺ02ｨｰ03, 0000ｨ 08ｨｺ02ｨｰ> ｨ 08ｨｨ03, ｨ 08ｨｨ>0306ｨｨ09ｨｺ_0706_ｨ ｨ ｨｬ03, ｨｨ09ｨｺ_0706_ｨ ｨ ｨｬ> ｨ 03 ( ｨ ｨｮ0707ｨ ), ﾂｨｰｨ > ｨｰｨｨ03, ｨｰｨｨ> ｨ 03, ｨ >0800ｨｨ03ｨ 03, ｨｨ03ｨ >02ｨｨ0802ｨｺｨｰ03, 0002ｨｨ0802ｨｺｨｰ>0202ｨｪｨｹ00ｨｨ03 (09ｨｰ0608ｨ ｨｮ0707ｨ ) ｨ 0405ｨｨ ｨｰｨｪ020902ｨｪ ｨｪｨｰｨｪ0402 ( ｨ ﾂ02ｨｪｨｨ ｨｰｨ 09ｨｨｨｬ0609ｨｰｨｨ) ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ﾂ0502ｨｪｨ 07ｨ 0804 ｨｪｨ 09ｨｰ060806ｨｦ /03/07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 28/02/07. 06ｨｰ060006ｨｬ ｨｨ ﾂ0209ｨｺ ｨｰ08ｨ ｨｪ090706ｨｪｨｨ080609ｨ ｨｪｨｨ ｨｰｨ 05ｨ ｨｰｨ ｨ ｨ 09 ﾂ02ｨｰ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ 08070ｨ ｨｬｨｨ 09ｨｰ0605ｨ ｨｨ 4 0ｨ 05 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨC0,2. 04ｨ 04ｨｮｨｬ0202ｨｰ0907, 09ｨｨｨｪｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｰｨｨ0 00ｨｮ ｨｪ ｨｬ02ｨｪｨｪ ｨｪ ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 09 ｨｺｨ ﾂ0209ｨｰ ｨ 06ｨｴ ｨ 0800ｨｮｨｬ02ｨｪｨｰｨ ｨｹ04ｨｮ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ 00ｨｨ0706ｨｰ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 0ｨ 08ｨ ｨｺｨｰ0208ｨ ｨ ｨｴ02ｨｪｨｨ ｨ -09ｨ ｨｦｨｰ0609, ｨｰ02ｨｬ ｨｪ02 ｨｬ02ｨｪ ｨｪ 07060ｨｰ ｨ 02ｨｰ , ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｪｨ 0802ｨ 05ｨｹｨｪ040 ｨｨ ｨｪｨｰｨ ｨｰｨｨ09ｨｪ040 0ｨ ｨｪｨｪ040 04ｨｮｨ 08ｨｨｨｺ06ｨｪｨ ｨｹ ｨC 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ02 060ｨｪ ｨ ｨｦｨｰｨ 03ｨｮ09ｨｰｨｹ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ ｨｰｨｨｨｰ0205ｨｹ-09ｨ ｨｦｨｰ ｨｨ090409ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ. 00 ｨｺｨ 03004ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬ060302ｨｰ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｪ06ｨｬ ｨｨ04 K ｨｰ0607ｨｪｨｨｨｦ S 09 ｨｪ06ｨｬ0208ｨ ｨｬｨｨ k = 0,, ｭK, S 0 ｨC ｨ 0409ｨ ｨｪｨｨ ｨｰｨｨｨｰ ｨｪｨ 0506ｨ 06ｨｬ 008ｨｮ0006ｨｬ 09ｨ ｨｦｨｰ02 06ｨｪｨｰ0208ｨｪ02ｨｰｨ, S ｨC ｨ 0409ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨｪｨ 0005ｨ 09ｨｪ06ｨｦ ( ｨｦ) 09ｨｰ08ｨ ｨｪｨｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨ ｨｦｨｰｨ, k ｨC ｨｪ06ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨ ｨｦｨｰｨ. 0ｨ ﾂｨ 05ｨｹｨｪ ｨ ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ 0708ｨｨ 05ｨｰ06ｨｬ ｨｨｨｬ0202ｨｰ 09ｨｨ0: P 0 (0) =, P i (0) = 0, i =, 2, ｭ, K ｨｺ0605ｨｹｨｺｨｮ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ ｨ 09ｨｰｨｹ ｨ 0602 ｨｨ ｨｰ0607ｨｪｨｨｨｦ S ｭ S K ｨｰ0605ｨｹｨｺ ｨｮ ｨ ｨｦｨｰｨ ｨｨ05ｨｨ ｨｪｨ - ｨ 08ｨ 09 ｨ ｨｪ06ｨｦ ｨｨ04 09ｨｰ08ｨ ｨｪｨｨ02 ｭK 09 ｨ ｨｪ06ｨｦ 09ｨｰ0806ｨｺ02 ｨ 08ｨ ｨｮ040208ｨ. 0308ｨｨ ｨ 00ｨ 02ｨｬ06ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｮｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｬ ｨｨ ｨｦ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｨ05ｨｨ ｨｰ080602ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 04ｨ 0ｨ ｨｰｨｹ ｨｬｨ ｨｰ08ｨｨ02ｨｮ 060ｨｪ0603ｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ (ｦﾐ ij ), i = 0..K, j = 0..K ｨｨ ｨｬｨｪ ｨｰ ｨｪｨｨ ｨｬ02ｨｪ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 <T i > i = 0..K ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｪｨｨ040609ｨ ｨｰｨｹ ｨｪｨ ｨ ｨｪｨｨ02 04ｨ 09ｨｨ04ｨｨｨｰｨ ｨｬｨｨ ｨｪｨ 09ｨ ｨｦｨｰ 09 ｨｰ02 ﾂ02ｨｪｨｨ ｨｨ060ｨ ｨｬ02ｨｪｨｨ, 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｮ ﾂ02ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ ｨ ｨｪ09ｨ ｨｬｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 05ｨｰ ｨｨ060ｨ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｨｨｪｨｰ02ｨｪ09ｨｨ09ｨｪ0609ｨｰｨｨ ｨｴ02ｨｪｨｨｨｦ ｨｪｨ ｨ ｨｪｨｨ ｨｨ09ｨｰ08ｨｨ08ｨｮ06ｨｰ0907: ｨ ) ｨｪｨｨ0 09ｨｰ08ｨ ｨｪｨｨ02 ｨｪｨ 008ｨｮ00ｨｨ02 (0906ｨ 04ｨｰｨｨ07, ｨｺ06ｨｰ060804ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｬ02ｨｪｨｰ04 ｨｬｨ ｨｰ08ｨｨ02 (ｦﾐ ij ) ﾂ0208ｨｺｨｪｨｮｨｰ04ｨｬｨｨ ｨｬｨｨ 09ｨｰ0605ｨ 0206ｨｬ ｨｨ 09ｨｰ0806ｨｺ06ｨｦ); ｨ ) 0708ｨｨ ｨｪｨ 09ｨ ｨｦｨｰ (0906ｨ 04ｨｰｨｨ07, ｨｺ06ｨｰ060804ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｬ02ｨｪｨｰ04 09ｨｰ0806ｨｺｨｨ (ｦﾐ 0j )); 09) ｨｮ ｨ ｨｦｨｰｨ (0906ｨ 04ｨｰｨｨ07, ｨｺ06ｨｰ060804ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｬ02ｨｪｨｰ04 09ｨｰ0605ｨ 02ｨ (ｦﾐ 0j )); 00) ｨｬ02ｨｪｨ ｨｬ06ｨｰ08ｨ 09ｨｰ08ｨ ｨｪｨｨ02, ｨｺ06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｬ02ｨｪｨ ｨｬ ｨ 0409ｨ ｨｪｨｨ07 T i, i ﾊ [, K] ｨｰ0607ｨｪｨｨ070 S ｭS K. 0308ｨｨ 05ｨｰ06ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ0902 <T 0 > ｨｬ0603ｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｪ ｨｬ ｨｨｨｨ ｨｹ040609ｨ ｨｪｨｨ07 06ｨｪｨｰ0208ｨｪ02ｨｰ06ｨｬ 04ｨ 0904 ﾂ02ｨｰ06ｨｬ ｨｪ ｨｬ02ｨｪｨｨ, ｨｪｨｪ ｨｪｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬ 09ｨ ｨｦｨｰ ｨｮ ﾂ02ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ06ｨｺ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｬ ｨｨ ((ｦﾐ 0j ) ij ) ｨｨ <T i > ｨｨ ｨｨｨｰ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 () 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 P i ｨｨ 0904 ﾂｨｨ090502ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ Q i ｨｬｨｮ0502 (2), ｨｰｨ ｨｴｨｨ0 0906ｨ 06ｨｦ 00ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070, ｨｪｨｪ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ ｨｪｨｨｨｬｨｨ ｨ 0204ｨｮ ｨｪ04ｨｬｨｨ ｨｬ02ｨｪｨ ｨｬｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070. Q i ｨC ｨ ｨｰ0205ｨｹｨｪ ｨ 08ｨ ｨｬ02ｨｰ0804, ｨｴｨｨ ｨｺｨｰｨｨ09ｨｪ ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ07 09ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ04, ｨ ｨｰｨ ｨｺ ｨ 0ｨ ﾂｨｨ 06ｨ ｨｴ02ｨｦ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, ｨｺ06ｨｰ0608ｨ ｨｬｨｪ0600ｨｨ0 0905ｨｮ ﾂｨ ｨｨｨｪ06ｨｪｨｨｨｬｨｨ ﾂｨｪｨ ｨｪ0609ｨｰｨｨ. 00ｨ 03ｨｪ04ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ ｨｰ0907 ｨｰｨ ｨｺ ｨｨ ﾂｨｨｨｪｨ ｨｬ02ｨｪｨｨ ｨｨ ﾂｨｨ , ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨ0302ｨｪｨｨ ｨｰｨｨｨｰ020502ｨｬ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｪｨ ｨｪｨｨ02 05ｨｰｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｰ 06ｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｪｨｨ09ｨ ｨｰｨｹ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｹ 09ｨｰ08ｨ ｨｪｨｨ ｨｰｨｨｨｰ ｨｨ ｨｪｨ 0708ｨ ｨｪｨｪ ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06 09ｨ ｨｦｨｰｨ ｨｨｨｰｨｹ ｨｪｨ ｨｨｨ ｨｰｨｪ ｨｬ07 ｨｨ ﾂｨｨ , ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨ0302ｨｪｨｨ07 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 j ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｬ0603ｨｪ ｨｬ06ｨｴｨｹ06 08ｨ ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ: g ij (n, t) =P{n(t)=n, S(t) =S j S(0) =S, n(0) =0}, (3) g j (n,t) ｨC ｨｬ0209ｨｰｨｪｨ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ0907 n ｨｨ ｨｬ07 t ｨｰｨｨ0302ｨｪｨｨ ｨ ｨ 05ｨｨ02ｨ 0306ｨｨ09ｨｺ>08ｨ ｨｰｨ ,59 % 0306 ﾂｨｰｨ > ｨｰｨｨ 90,24 % 08ｨ ｨｰｨ >00ｨ 08ｨｺ02ｨｰ 97,6 % ｨｰｨｨ> ｨ 95,32 % 00ｨ 08ｨｺ02ｨｰ> ｨ 08ｨｨ 0,5 % ｨ >0800ｨｨ03ｨ 20,00 % ｨ 08ｨｨ>0306ｨｨ09ｨｺ 0706 ｨ ｨ ｨｬ 7,66 % 0800ｨｨ03ｨ >02ｨｨ0802ｨｺｨｰ 83,33 % 0306ｨｨ09ｨｺ 0706 ｨ ｨ ｨｬ> ｨ 95,22 % 02ｨｨ0802ｨｺｨｰ>0202ｨｪｨｹ00ｨｨ 88,55 % 69

70 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｦ 08ｨ ｨｰ0607ｨｪｨｨ07 S j, ｨｨ 0708ｨｨ t=0 09ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 0060ｨｨ05ｨ 09ｨｹ ｨｰ0607ｨｪｨｨｨｨ S ｨｰｨｪ0609ｨｰｨｨ Q ｨｨ g ｨ ｨｪ ｨｰｨｪ060302ｨｪｨｨ02ｨｬ [3]: Q ( n +,t ) = i j n t ﾆ ﾒ m= 0 0 gij( m +, ｦﾓ )Qi ( n 6ﾓ m, ｦﾓ ) dｦﾓ j,(4) Q ij (n,t) ｨC ｨｬ0209ｨｰｨｪｨ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 09ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 0060ｨｨｨｰ ｨｰ0607ｨｪｨｨｨｨ S j 09 ｨｬ06ｨｬ02ｨｪｨｰ t ｨｨ ﾂｨｰ06 06ｨｪｨ ｨ 05ｨ n ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t=0 06ｨｪｨ ｨｪｨ 0060ｨｨ05ｨ 09ｨｹ ｨｰ0607ｨｪｨｨｨｨ S i ｨ 07 (4) ｨｬ0603ｨｪ ｨｮ ﾂｨｨｨｰｨｹ ｨｨ09ｨｺ06ｨｬ ｨ ｨｪｨｨ02 g j (n, t). 0ｨ 0708ｨｨｨｬ0208, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 08ｨ ｨ ｨｪｨｨ07 09ｨ 0705ｨ 09ｨ ｨｺ (4) 0708ｨｨ09060ｨｨｨｰ ｨｺ 09ｨｨ09ｨｰ02ｨｬ02 n ｨ ｨ 08ｨ ｨｨ ﾂ0209ｨｺｨｨ0 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ: n * * * j( n +,s ) = ﾆ g j( m +,s )Q j( n 6ﾓ m,s ) m= 0 Q, (4.) ﾞ 6ﾓ f * ( s ) = ﾒ e 0 sx f ( x ) dx ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨ 08ｨ ｨ ｨｪｨｨ07 09ｨ 0705ｨ 09ｨ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 (4.) ｨｰ ｨｨｨｰｨｹ g* j (n,s) ｨｨ ｨ 08ｨ ｨｰｨｪ ｨ 08ｨ ｨ ｨｪｨｨ07 09ｨ 0705ｨ 09ｨ g j (n,t). 06ｨｰ ｨｪｨｨ02 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨ 05ｨｨ ﾂｨｨ07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ06ｨｺ Q j (n,t) ｨｬ0603ｨｪ ﾂ02ｨｰｨ ｨｪｨｨｨｦ n ｨｨ t, ｨｰ06ｨｬｨｮ ﾂｨｰ06ｨ ｨ ｨｰｨｹ ｨｮ08ｨｮ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 0609ｨｮｨｴ0209ｨｰ09ｨｨｨｬ06ｨｦ ｨｺ06ｨｪｨｰｨｨｨｪｨｮｨｮｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ t 04ｨ ｨｬ02ｨｪ0702ｨｰ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ06 06ｨｰ09 ﾂ02ｨｰ0609 t i, ｨｰ ｨ 0006ｨｬ, 06ｨ ﾂｨｨ09ｨ 06ｨｴｨｨｨｬ 0708ｨｨ02ｨｬ0502ｨｬｨｮ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ ｨｪｨｨ07 08ｨ ｨｪｨｨｨｦ g j (n,t). 0ｨ ｨｨｨ ｨｰｨｪ ｨｬ07 ｨｨ ﾂｨｨ , ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨ0302ｨｪｨｨ07 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 j ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204, ｨｰ0907 ｨｺｨ ｨｺ ｨｬ06004 g j (n,t) 0706 ｨ 0800ｨｮｨｬ02ｨｪｨｰｨ ｨｬ t ｨｨ n ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｬｨｨｨｪｨ ｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0602 ｨｮ0708ｨ ｨｪｨｨ02 06ｨｰ ﾂ02ｨｪｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ06ｨｦ ｨｬ0603ｨｪ ｨ 05ｨｨ040609ｨ ｨｰｨｹ, 0609ｨｪ ｨ 0709ｨｹ ｨｪｨ 08ｨ ｨｪｨｨ070 ｨｨｨｪｨｰ020809ｨ 05ｨｹｨｪ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ, ｨｺ06ｨｰ ｨｰ0907 ｨｺｨ ｨｺ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ040 ｨｨｨｪｨｰ020008ｨ 05ｨｹｨｪ040 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ [3]: Q ( t ) i j K t = i j i ﾆ ik ﾒ k = 0 0 ｦﾄ H ( t ) + ｦﾐ f ( ｦﾓ ) Qkj( t 6ﾓｦﾓ ) dｦﾓ, (5) Q ij (t) ｨC ｨｮ ｨｪｨ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t 09ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 0060ｨｨｨｰ ｨｰ0607ｨｪｨｨｨｨ S j, ｨｨ 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t = 0 06ｨｪｨ ｨｪｨ 0060ｨｨ05ｨ 09ｨｹ ｨｰ0607ｨｪｨｨｨｨ S i, ｦﾄ ij ｨC 09ｨｨｨｬ ｨｪ02ｨｺ0208ｨ, ｦﾄ ij =, ｨｨ i=j ｨｨ ｦﾄ ij =0, ｨｨ i ﾙ j; H i (t) ｨC ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 09ｨｨ09ｨｰ02ｨｬｨ ｨｪ ｨｺｨｨｨｪ02ｨｰ ｨｰ0607ｨｪｨｨ07 S i 006 ｨｬ06ｨｬ02ｨｪｨｰｨ t. 05ｨｪｨ 07 Q ij (t) ｨｰ0607ｨｪｨｨ07 S i ｨｬ0603ｨｪ ｨ ｨｪｨｨ040609ｨ ｨｰｨｹ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 0706ｨｺｨ ｨ 0405ｨｨ ﾂｨｪ040 06ｨ ｨｲ02ｨｺｨｰ ｨｰ ﾂ02ｨｪｨｪ06ｨｦ ｨｺ05ｨ ｨｬ04, ｨｺｨ 03004ｨｦ ｨｨ04 ｨｺ06ｨｰ ｨ ｨｰ0205ｨｹｨｪ ｨｨ090704ｨ ｨｪ ｨｺ ｨｪｨ ｨｨｨ ｨｰｨｪ06ｨｬｨｮ ｨｮ 09 ｨｬ06ｨｬ02ｨｪｨｰ 0706ｨｺｨ 04ｨ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｰｨｨｨｰ020502ｨｦ ｨｰｨ ｨｺｨｨ ｨｺｨ ｨ 0ｨｮｨｰ ｨｨ ｨｨ06 ｨｰ060006, ﾂｨｰ06 09ｨ ｨｦｨｰ 04ｨｪｨ 02ｨｰ 06ｨ ｨｨ0 ｨｪｨ ｨｬ020802ｨｪｨｨ070 ｨｨ ｨｨｨｴｨ 02ｨｰ 05ｨｰｨｨ ｨｪｨ ｨｬ020802ｨｪｨｨ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ (), (4) ｨｨ (5), 0904 ﾂｨｨ090502ｨｪｨｨ ｨｺｨ 04ｨ ｨｰ020502ｨｦ (2) ｨｰ0802ｨ ｨｮ02ｨｰ 04ｨｪｨ ｨｪｨｨ ｨｬ02ｨｪｨｰ0609 ｨｬｨ ｨｰ08ｨｨ02 (f ij (t)), (ｦﾐ ij ), (<T i >) ｨｨ (Q j (n, t)), ﾂｨｰ ｨｪｨ ﾂｨ 02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ 09ｨ 0608ｨ ｨｨ060 ｨｪｨ ｨ ｨｪｨｨ07 04ｨ 09ｨ ｨｦｨｰ06ｨｬ 0ｨ ｨｪｨｪ040, ｨｴｨｨ ｨｰｨｹ ｨｪｨｰｨ ｨｰｨｨ09ｨｪ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ- ﾂ0209ｨｺｨｨ ｨｪｨｺｨｨ ｨｰｨｨ ｨｬ02ｨｪｨｰ ｨｨｨｬ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06 ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｲ02ｨｬ04 ｨｪｨ ｨ ｨｪｨｨｨｦ u min ｨｮ ﾂ02ｨｪｨｨ07 ｨｰｨ ｨｺｨｨ ｨｪ06ｨｺ. 03ｨｮ09ｨｰｨｹ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｪｨ ｨｦｨｰｨｨ u min ik 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨ 0ｨ ｨｪｨｪｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪｨｺｨｨ v* 0905ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ04 v: v* ｨC v < ｦﾅ ｨｺ0605ｨｹｨｺｨｮ v* ｨC ｨｰｨ ｨｺ ｨｮ ﾂｨ ｨｦｨｪｨ ｨｨ ﾂｨｨｨｪｨ, ｨｰ06 04ｨ 0ｨ 0ｨｨｨｬ ｨｰ ｨｪ0609ｨｰｨｹ06 ｦﾁ ｨｪｨｨ09ｨ ｨｪｨｨ ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ04 v 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06 ｦﾅ: ｦﾁ = P{ v* ｨC v < ｦﾅ} ｨ 09ｨｪ ｨｪｨｰ08ｨ 05ｨｹｨｪ06ｨｦ ｨｹｨｪ06ｨｦ ｨｰ ｨｬ02 ｨｰ020608ｨｨｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ 0708ｨｨ ｨ 0605ｨｹ0306ｨｬ ﾂｨｨ ｨｨ090704ｨｰｨ ｨｪｨｨｨｦ u 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ ｨｪｨｺｨ v* ﾂｨｨｨｪ0702ｨｰ0907 ｨｪ0608ｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ 04ｨ ｨｺ06ｨｪｨｮ 08ｨ ｨｪｨｨ07 09 ｨｬｨ ｨｰ0603ｨｨ0ｨ ｨｪｨｨ02ｨｬ M v* = v ｨｨ 0ｨｨ ｨｨ02ｨｦ D v* = D v /u. 0308ｨｨｨｬ02ｨｪｨｨｨｬ 0708ｨ 09ｨｨ ｨｰ ｨｨ00ｨｬ03: 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ ｨｪｨｺｨｨ v* 06ｨｰ ｨｨ09ｨｰｨｨｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 v (ｨｬｨ ｨｰ0603ｨｨ0ｨ ｨｪｨｨ02 v*) ｨｰｨｪ0609ｨｰｨｹ06 0,997 ｨｪ ｨ 02ｨｰ ｨｨ ﾂｨｨｨｪ04 3 ｦﾒ v* ｨ ｨｰ0205ｨｹｨｪ06: v* ｨC v < 3ｦﾒ v* = 3ｦﾒ v / sr(u), sr(u) ｨC ｨｺ09ｨ 008ｨ ｨｰｨｪ04ｨｦ ｨｺ060802ｨｪｨｹ ｨｨ04 u ｨｮ0006ｨｦ 09ｨｰ060806ｨｪ04, ｨｺｨ ｨｺ ｨ ｨｮｨｺｨ 04ｨ ｨｪ v* ｨC v < ｦﾅ, ｨｰ06ｨｬｨｮ 0708ｨｨ08ｨ 09ｨｪｨｨ09ｨ ｨ ﾂｨ 09ｨｰｨｨ ｨｪ0208ｨ 0902ｨｪ09ｨｰ ｨｮ ﾂｨ 02ｨｬ ｦﾅ = 3ｦﾒ v / sr(u). 02ｨｰ09060ｨ 0708ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｦﾅ ｨｨ 00609ｨｰ ｨｪ0609ｨｰｨｨ 0,997 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602 ﾂｨｨ ｨｨ090704ｨｰｨ ｨｪｨｨｨｦ ｨｰｨ ｨｰ u min = 9ｦﾒ v 2 / ｦﾅ 2. (6) 0808ｨｨｨｰ0208ｨｨｨｦ (6) ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨ ｨｪｨｨｨｨ ｨ ｨｰｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 06ｨ ｨｲ02ｨｬ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0904ｨ ｨｺ ｨC ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 09ｨ ｨｦｨｰｨ ｨｹ 2 ｨC 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰ ｨｹ ｨｰ ｨｰｨｪ0209ｨｰｨｨ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ02, 0708ｨｨｨｪｨ ｨ ｨｴｨｨ0 060ｨｪ06ｨｬｨｮ 09ｨ ｨｦｨｰｨｮ ｨｹ ｨｪ02 0ｨ 02ｨｰ ｨｪ06ｨｺ, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ ｨｬ0603ｨｪ06 ｨ ｨ ｨ 09ｨｪｨｨ09ｨ ｨｰｨｹ 08ｨ 04ｨｪ ｨ ｨｦｨｰ ｨｺ08ｨｨｨｰ0208ｨｨ06, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪ0609ｨｰｨｨ ｨｰｨｨｨｰ ｨ ｨｺｨ 07 04ｨ 0ｨ ﾂｨ ｨ 02ｨｰ ｨｰ0906ｨｬ 008ｨｮ0006ｨｦ 06ｨ 09ｨｮ030ｨ 02ｨｬ06ｨｦ ｨｹ ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｬ ｨｨ ｨC 06ｨ 0604ｨｪｨ ﾂｨｨｨｬ 0202 ｨｺｨ ｨｺ ｨｬ ｨｹ ｨｪ ｨｬ ｨｨ ｨｨｨｰ 06 ﾂ0209ｨｨ0ｨｪ04ｨｦ 05ｨｬ07ｨｨ08ｨｨ- ﾂ0209ｨｺｨｨｨｦ 00ｨ ｨｺｨｰ: ﾂ02ｨｬ ｨ ｨ ｨｦｨｰ ｨｨｨｪｨｰ ｨｮ02ｨｰ ｨｰｨｨｨｰ020507, ｨｰ02ｨｬ 0ｨ ｨｮ0005ｨｮｨ ｨｰ0907 ( ｨｮ03ｨ 02ｨｰ0907) ｨｰｨｨｨｰ0205ｨｹ 09 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 09ｨ ｨｦｨｰｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0302ｨｪｨｨ ｨｰｨｨｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 09ｨ ｨｦｨｰｨ ｨｺｨ ｨｺ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｪ0609ｨｰｨｨ 09 03ｨｨ0806ｨｺ06ｨｬ 09ｨｬ ｨC 09ｨｺ0506 ﾂｨ 07 ｨｺｨ ﾂ0209ｨｰ0906 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨ, ｨｮ006ｨ 09ｨｰ0906 ｨｨｨｪｨｰ ｨｦ09ｨ, ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｨ ｨｰ ｨ ｨｪｨ 07 ｨｨ00207 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｺｨ 04ｨ ｨｰ ｨｮｨ ｨｨｨｪｨ ｨｬ06ｨｰ08ｨ 03 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 0002ｨｰ08ｨｨｨｺｨ ｨｺｨｰｨ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ09 02ｨｨ0802ｨｺｨｰ. 020ｨｪｨ ｨｺ06 05ｨｰ06ｨｰ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｺ ｨｺｨｰｨｪ0202 ｨ ｨ 04 ｨｪｨ 0409ｨ ｨｰｨｹ 0002ｨ ｨｲ02ｨｬ ｨｬ06ｨｰ08ｨ 03, ｨｺ0605ｨｹｨｺｨｮ 06ｨｪ ｨｰ ｨｪｨｨｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02 ｨｪｨ 09ｨ ｨｦｨｰ02, ｨｬ06ｨｰ0802ｨｪｨｪ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ ｨ ｨｺ05ｨ ｨｬ0203, ﾂｨｰ06 ｨｪ0206ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｪｨ ﾂｨ 02ｨｰ 0005ｨｮｨ ｨｨｨｪｨｮ ｨｬ06ｨｰ08ｨ : ｨｹ040609ｨ ｨｰ0205ｨｨ ｨｪ02 ｨｬ0600ｨｮｨｰ ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｬｨｪ ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ ｨｪｨ ｨｮ080609ｨｪ02 06ｨ ｨｴ02ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 08ｨｮｨ 08ｨｨｨｺ 0005ｨ 09ｨｪ ｨｬ02ｨｪ06 (060906ｨ 02ｨｪｨｪ ｨｨ ｨｪ02ｨｮ0ｨ ﾂｨｪ06 09ｨｺ06ｨｪ09ｨｰ08ｨｮｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｪｨ 09ｨ ｨｦｨｰ02), ｨｪ ｨｨ03ｨｺ06ｨｬ ｨｮ0005ｨｮｨ ｨｹ 09 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ. 70

71 ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨｨｨｬ 09 ｨｬｨｪ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨ ｨｪｨｨｨｦ ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨ 04ｨｰｨｨ07, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02: ｨC ｨｬ02ｨｴ02ｨｪｨｨ ｨｰｨｨｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬ, ｨｺ06ｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨｮ0ｨ 0502ｨｪｨｨ06 06ｨｰ ｨｰ0607ｨｪｨｨ07 S, ｨｰ ｨｰ ｨｴ02ｨｪｨｨ ｨｨｨｪ04 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｦｨｰｨ ｨC ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 (0507ｨｮ09ｨｺ). 04ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｰ0607ｨｪｨｨ02ｨｬ S i ｨｨ ｨｰ0607ｨｪｨｨ02ｨｬ S ｨ 03ｨ 02ｨｰ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ02030ｨｮ ｨｰ0607ｨｪｨｨ07ｨｬｨｨ ｨｪｨ ｨｬｨ ｨｮｨｰ02 (ｨｨ05ｨｨ ｨｬｨ ｨｮｨｰｨ 0), ｨ 06ｨｴ02ｨｬ S i ｨｨ S ; ｨC ｨｬ02ｨｴ02ｨｪｨｨ ｨｰｨｨｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬ, ｨｺ06ｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨｨｨ 05ｨｨ0302ｨｪｨｨ ｨｰｨｨｨｰ ｨｺ ｨｨｨｪ02 09ｨ ｨｦｨｰｨ (03060ｨｲ02ｨｬ); ｨC ｨｬ02ｨｴ02ｨｪｨｨ ｨｰｨｨｨｰ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬ, 08ｨ 09ｨｪ06ｨｮ0ｨ 0502ｨｪｨｪ04ｨｬ 06ｨｰ ｨｨｨｪ04 (00608ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ0302ｨｪｨｨ02) ｨ ｨｬ ｨｹ 2 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪｨ 09 09ｨｨ ｨ 00ｨ (08ｨｨ09. ): ｦﾐ ( ) = ｦﾐ ｦﾐ ｦﾐ AA DA CA ｦﾐ ｦﾐ ｦﾐ DD CD ｦﾐ ｦﾐ ｦﾐ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｪｨ ｨ ｨｪｨｨ07 04ｨ ｨｴ02ｨｪｨｨ07ｨｬｨｨ 09ｨ ｨｦｨｰｨ. 08ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 P A, P D ｨｨ P C 0904 ﾂｨｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 09ｨｨ0ｨ () ｨｨ ﾂｨｨｨｪ04 P A, P D ｨｨ P C ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｪｨｨ09ｨ ｨｪｨｨ ｨｪ0609ｨｰｨｨ 09ｨ ｨｦｨｰｨ ｨｹ040609ｨ ｨｰ020507, ｨｨ 0708ｨｨｨｪ07ｨｰｨｹ 00ｨｨ0706ｨｰ0204ｨｮ 06 ｨｰ06ｨｬ, ﾂｨｰ06 00ｨｪｨｨ ｨｴ ｨｨ0302ｨｪｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｦｨｰｨ ｨC ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨｨｨ S D, 05ｨｨｨ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ ｨｬ02ｨｴ02ｨｪｨｨ02 (090609ｨｰ0607ｨｪｨｨ02 S C ) 0604ｨｪｨ ﾂｨ 06ｨｰ, ﾂｨｰ ｨｰｨｨｨｰ0205ｨｹ 04ｨ ｨｨｨｪｨｰ ｨ ｨｪｨｪ06 ｨｨ04ｨｮ ﾂｨ 02ｨｰ ｨｨｨｬ ｨｪｨ ｨｨ ﾂｨｪｨ 07 00ｨｨ0706ｨｰ0204ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ [6], ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｨｨｪ ｨｪ06 ﾂｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ080609, 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰ ｨｮ08 08ｨ ﾂｨ ｨｰｨｺｨｨ, 06ｨｰ090405ｨｺｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ 0706 ﾂｨｰ02, 09ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｪ02ｨｪｨｨ07. 08ｨ ｨｺ 0708ｨｨｨｬ0208 ｨｬ0603ｨｪ ｨｨ090209ｨｰｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪｨｮ06 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｹ040609ｨ ｨｰ020502ｨｬ 09ｨ ｨｦｨｰｨ, 06ｨ ﾂｨｨ09ｨ 06ｨｴ ｨｨ09ｨｺ 0706 ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨ ｨ ｨ ｨｪｨｪ040 (006ｨｺｨｮｨｬ02ｨｪｨｰ04, ｨｰ0609ｨ 0804 ｨｨ ｨｰ. 0.) ｨｨ, 04ｨ 0ｨ 09ｨ ｨｨ09ｨｺ060904ｨｦ 04ｨ ｨｨ ｨｬｨ ｨｰ08ｨｨ09ｨ 07 ｨｪｨ ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 09 09ｨｨ002 ｨｺ08ｨ ｨｰｨｺｨｨ0 0607ｨｨ09ｨ ｨｪｨｨｨｦ, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｰ ｨｺ ｨｬ06ｨｰ08ｨｮ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ0609 (000907ｨｮ09ｨｺ03), ｨｰ06 05ｨｰ ｨｪｨ ﾂｨ 02ｨｰ ｨｮ ｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺ060906ｨｦ ｨｨｨｨ ｨｨ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｪ0609ｨｰｨｹ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ ｨｹ040609ｨ ｨｰ ｨ ｨｰ0205ｨｹｨｪ06, 09ｨｮｨｬｨｬｨ 09ｨｨ0ｨ AD AC DC CC P D + P C (7) 04ｨｨ ｨ ｨ ｨｴ02ｨｪｨｨ07 09ｨ ｨｦｨｰｨ 0706 ｨｬ ｨｨ S A ｨC ｨｰ0607ｨｪｨｨ ｨｲ02ｨｬｨ 03; S D ｨC ｨｰ0607ｨｪｨｨ ｨｮ09ｨｺｨ 03; S C ｨC ｨｰ0607ｨｪｨｨ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ0302ｨｪｨｨ ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪ02ｨｰ ｨｹ0204ｨｪ ｨｪ0609ｨ ｨｪｨｨｨｦ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ ｨｨ ｨ 09 ｨ ｨｮ0ｨｮｨｴ02ｨｬ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｬ02ｨｪｨｨ ｨ 0409ｨ ｨｪｨｨ ｨ ｨｰ0607ｨｪｨｨ070, ｨｰ ｨｰ ｨｮｨｬｨ 08ｨｺ060909ｨｺｨｨｨｬ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｪｨ ｨｦｨｰｨｨ 0708ｨｨ ﾂｨｨｨｪ04, 0706 ｨｺ06ｨｰ060804ｨｬ ｨｰｨｪ0609ｨｰｨｹ ｨ, ｨｺ 0708ｨｨｨｬ0208ｨｮ, ｨｨ ｨｰ0607ｨｪｨｨ07 S ｨｰ0607ｨｪｨｨ02 S A 04ｨ 09ｨｨ090205ｨ ｨ 04 06ｨｰ ｨｬ02ｨｪｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨｨｨ S C, ｨｹｨｬｨ 04ｨ ｨｰ08ｨｮ0ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｰ06ｨｬｨｮ ｨｬ ｨｹ 2 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ ｨｬｨ 08ｨｺ060909ｨｺｨ ｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ ｨｨ ｨｰ 09 0ｨｨ09ｨｺ0802ｨｰｨｪ0402 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ 00ｨｨ04ｨｬ020802ｨｪｨｨ ｨｰ0607ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ ｨｨ 0607ｨｨ09ｨ ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｰ0607ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ ｨｰｨｨｨｰ0205ｨｹ-09ｨ ｨｦｨｰ ｨｬ06ｨｴｨｹ06 ﾂｨｨ ｨ, ｨｰ0607ｨｴ ｨｨ04 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ N i 06ｨｰ 0005ｨ 09ｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｰ08ｨ ｨｪｨｨ02, 0706 ｨｺ06ｨｰ060804ｨｬ ｨｬ02ｨｴｨ 02ｨｰ ｨｰｨｨｨｰ0205ｨｹ, ｨｰ06 ｨｬ ｨｹ 2 ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ ｨｺｨ ｨｺ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨ ｨｮ ﾂｨ ｨｦｨｪ ｨ ｨｨ ｨｹｨｪ04ｨｬ 09 ﾂ02ｨｰｨｪ04ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ ｨｰ0607ｨｪｨｨｨｦ ｨｬ06ｨｴｨｹ ｨ ｨｪｨ ｨｮ080609ｨｪ02 04ｨｪｨ ｨｺｨ ｨ 04ｨｪ0609ｨｰ02ｨｦ, ﾂｨｹ07 06ｨ 05ｨ 09ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 ｨｰ08ｨｨ ｨｬ02ｨｪｨｰｨ : S A (N i ｨC N i- < 0), S D (N i ｨC N i- > 0), and S C (N i ｨCN i- = const = 0). 05ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｺｨｨ ｨｬ02ｨｪｨｰ0609 ｨｬｨ ｨｰ08ｨｨ ｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｬ ｨｨ 2: ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨ ｨｺｨ ｨｺ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｬｨｪ0600ｨｨ0 09ｨ ｨｦｨｰ0609. ﾁ02ｨｬ ｨｪｨ ﾂ02ｨｪｨｨ02 (7), ｨｰ02ｨｬ ｨｪ0609ｨｰｨｹ 09ｨ ｨｦｨｰｨ ｨｰｨｨｨｰ ｨ ｨ 02ｨｨ07 ｨｬ ｨｦ 0308ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ ｨ ｨｪｨｨ07 ｨｬ060302ｨｰ ｨｰｨ ｨｰｨｹ 0906ｨ 06ｨｦ ｨｨｨ 05ｨｹｨｪｨｮ ｨ ｨｬｨｬｨｮ-ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨ ｨ. 02ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｦ050609, 05ｨｰｨ ｨ ｨｬｨｬｨ 0002ｨｪ0208ｨｨ08ｨｮ02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ : ｨC 0907ｨｨ0906ｨｺ ｨｴｨ 02ｨｬ0609ｨｰｨｹ 09ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ 03 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ080609ｨｺｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｺ08ｨｨｨｰ0208ｨｨ06 Q i ; ｨC 0907ｨｨ0906ｨｺ ｨｬ02ｨｪｨｪｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｹ 09ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ 03 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ080609ｨｺｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨｮ, ｨｬ06ｨｬｨｮ ｨｺｨ ｨｺ ｨｬ060ｨ 08ｨ ｨｪｨｨ07 g j (n,t) 0706 ｨ 0800ｨｮｨｬ02ｨｪｨｰｨｮ t; ｨC 0907ｨｨ0906ｨｺ 0005ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪｨ ｨｰｨｮ07ｨｪ0609ｨｰｨｹ 09ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ 03 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ080609ｨｺｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨｮ, ｨｬ06ｨｬｨｮ ｨｺｨ ｨｺ ｨｬ060ｨ 08ｨ ｨｪｨｨ07 g j (n,t) 0706 ｨ 0800ｨｮｨｬ02ｨｪｨｰｨｮ n; ｨ ｨｰｨ ｨｺ ｨｪｨｺｨｮ 09ｨｨ0ｨ (7) ｨ ｨｴ02ｨｦ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 09ｨ ｨｦｨｰｨ ｨｹ06 ｨ ｨ ｨ 02ｨｨｨｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｪｨ ｨ ｨ ｨｪｨｪ040 ｨｰ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨ ｨｨ ｨｪ 08ｨ 09 ﾂ02ｨｰ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ 0706ｨｺｨ 04ｨ ｨｺ05ｨ ｨｬ04 ｨｪｨ 09ｨ ｨｦｨｰ ｨｺｨｰｨ ｨｰ02 ﾂ02ｨｪｨｨ ｨｪｨｰ07ｨ ｨ 009ｨｮ0 09ｨｰ08ｨ ｨｪｨｨ02ｨ 0 09ｨ ｨｦｨｰｨ 0708ｨｨｨｬ0208ｨｪ06 060ｨｨｨｪｨ ｨｺ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｪ ｨｨ0507 (09ｨｰ08ｨ ｨｪｨｨ ｨ 0906 ﾂｨｪｨｨｨｺ ｨｨ ｨｬｨｨ08ｨｪ ｨ ｨｪｨｺｨ ) 7

72 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨ 04ｨｬ02ｨｴ02ｨｪ ｨ ｨ ｨｪｨｪ0208 ｨｺｨｪｨｨ00ｨｨ ｨC ｨｮ ﾂ02ｨ ｨｪｨｨｨｺｨ 0706 ｨｬｨ 08ｨｺ02ｨｰｨｨｨｪ00ｨｮ. 09ｨ ｨｪｨｪ0208 ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ 0906 ﾂｨｪｨｨｨｺｨ ｨ ｨｺｨ 04ｨ ｨｪ ｨ 04ｨ, ｨ ｨ ｨｪｨｪ0208 ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ ｨ 0906 ﾂｨｪｨｨｨｺｨ ｨｬｨｨ08ｨｪ ｨ ｨｪｨｺｨ ｨC ｨ ｨ ｨｪｨｪ040 09ｨｰ08ｨ ｨｪｨｨ02 ｨ ｨ 0909 ﾂｨｨｨｰｨ ｨｪ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ Q, ｨ ｨ ｨｪｨｪ0208ｨ ｨC 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ CTR (06ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ05ｨｨｨｺｨｨ/0706ｨｺｨ 0404) (ｨｰｨ ｨ 05. 2): Q CTR, % ｨ 0906 ﾂｨｪｨｨｨｺ ,023 0, ｨ 0906 ﾂｨｪｨｨｨｺ ,04 0,09 06ｨ ｨ 05ｨｨ02ｨ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨ ｨ 06ｨｰ ｨｬｨｮ ｨｹ ｨｬ02030ｨｮ ｨｨ ﾂｨｨｨｪｨ ｨｬｨｨ Q ｨｨ CTR. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨｨｬ ｨｺｨ 04ｨ ｨｰ0205ｨｨ Q ｨｰ08ｨ ｨｪｨｨ02 09ｨ ｨｦｨｰｨ, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｺｨ - ﾂ0209ｨｰ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｴｨ 0ｨｺｨｨ 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬ04, ｨｬ0603ｨｪ ｨｪｨ ﾂｨ 05ｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ 09 ｨ 0605ｨｹ0306ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨｨｰｨｹ 09ｨｰ08ｨ ｨｪｨｨ02ｨｮ 09ｨ ｨｦｨｰｨ, ｨｺ06ｨｰ0608ｨ 07 06ｨ ﾂｨｨ05ｨ ｨ 04 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬ 0706ｨｺｨ 04ｨ ｨｰ CTR. 00ｨｺ0506 ﾂ02ｨｪｨｨ ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨ ｨｦｨｰｨ ｨｨ0906ｨｺ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｺ05ｨ ｨｬ06ｨｪ0609ｨｨｨｰ020502ｨｦ 0708ｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｬｨ 08ｨｺ02ｨｰｨｨｨｪ ｨｰ08ｨ ｨｰ0200ｨｨｨｦ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｦ ｨ 08ｨ 04ｨｪ ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 0706ｨｺｨ 04ｨ ｨｰ ｨｨ0ｨ (7) ｨｰｨ 09ｨｨ050609ｨｹ ｨｬ0603ｨｪ04ｨｬ ｨｪ06ｨｬｨ 0903ｨｰｨ ｨ ｨｪ0602 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ040 ｨｬｨ 08ｨｺ060909ｨｺｨｨ0 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0ｨ ｨｪｨｪ04ｨｬ 09ｨ ｨｦｨｰｨ yandex.ru (09 ｨｪｨ 0302ｨｬ 08ｨ ｨｪｨｨｨｨ ｨｪ02 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｬ02ｨｪｨ ｨｬ06ｨｰ08ｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ), ｨｰ06ｨｬｨｮ ｨ ｨｨ ｨｪ 08ｨ 09 ﾂ02ｨｰ ｨｰｨｪ0609ｨｰ02ｨｦ ｨ 0409ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ (000608ｨｬｨｮ05ｨ ()) ｨｪｨ ｨｮ03ｨ ｨ 0 08ｨｪ002ｨｺ09ｨ ｨｨ04 ﾂｨｨ0905ｨ ｨｪｨ ｨｨｨ ｨｴｨ 02ｨｬ ｨｺｨ 04ｨ ｨｰ ｨｰ /02/ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ ｨｮ03ｨ ｨｺｨ 04ｨ ｨｰ ｨｰ0403 ｨｨ 0706 ｨｬｨ 08ｨｺ060909ｨｺ06ｨｬｨｮ 0706ｨｺｨ 04ｨ ｨｰ ｨｰｨｪ0609ｨｰｨｨ ｨ 0409ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｪｨ 0905ｨｮ03ｨ ｨ ｨｨ ｨｪ04 09 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ ｨｰｨｨ080609ｨｺｨ ｨｺｨ 04ｨ ｨｰ ｨｰｨｨ080609ｨｺｨ ｨｰｨｪ0609ｨｰｨｨ ｨｰ0403 (ｨｮｨ 0409ｨ ｨｪｨｨ02) ｨ 0409ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｪｨ 0905ｨｮ03ｨ 02 (ｨｮｨ 0409ｨ ｨｪｨｨ02) 0306ｨｨ09ｨｺ 08ｨ 08ｨｰｨｨｨｪｨｺｨｨ 08ｨ ｨｰｨ ｨ 08ｨｺ02ｨｰ ｨｰｨｨ ｨｰｨｨ ｨ 0306ｨｨ09ｨｺ 08ｨ 08ｨｰｨｨｨｪｨｺｨｨ 0306ｨｨ09ｨｺ 0706 ｨ ｨ ｨｬ 08ｨ 08ｨｰ ｨ 08ｨｨ 00ｨ 08ｨｺ02ｨｰ 08ｨ ｨｰｨ ｨ 08ｨｨ 08ｨ 08ｨｰ ｨｨ09ｨｺ 0706 ｨ ｨ ｨｬ ｨ 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ 05. 3, ｨｮ05ｨｹｨｰｨ ｨｰ 00ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｰｨｨ080609ｨｺｨｨ 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ 06ｨ 04 ﾂｨｪ06ｨｦ ﾂ0208ｨｺｨｪ02ｨｬ 02ｨｴ02 08ｨ 04: ｨｺ ｨｺｨｰｨｪ06ｨｦ 00ｨｬｨ 08ｨｺ060909ｨｺ06ｨｦ ｨｰｨｨ080609ｨｺｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ04 0ｨ ｨｪｨｪ ｨｬ02ｨｪｨ ｨｬ06ｨｰ08ｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ, ｨｰ06ｨｬｨｮ ｨｰｨ ｨ ｨｨ ｨｰ08ｨｨ08ｨｮ02ｨｰ 09 ｨ 0605ｨｹ0302ｨｦ ｨｬ ｨ ｨｬ 00ｨ ｨｺｨｰ 06ｨｰ05ｨｨ ﾂｨｨ07, ｨｪ ｨｨ ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｨ ｨｨ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ 0609ｨｪ0609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ07, 006ｨｰ07, ｨｬ0603ｨｪ06, ｨｰ ｨｬ ｨ 04ｨｬ ｨｪｨｨｨｦ ｨｬｨ 08ｨｺ02ｨｰｨｨｨｪ ｨｦ09ｨｰ09ｨ ｨｰｨｪ0609ｨｰｨｨ P A, P D ｨｨ P C, ｨｺ0806ｨｬ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 09ｨ ｨｦｨｰ ｨｺ08ｨｨｨｰ0208ｨｨ06 06ｨ ｨｴ02ｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ, ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｨ ｨｪ00ｨｨｨｰｨｲ060ｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨ ｨ ｨｮ0ｨｨｨｰ0608ｨｨｨｨ 060ｨｪ ｨ ｨｦｨｰｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ04 0ｨ ｨｪｨｪ ｨ ｨｪｨｨ07ｨｬ 00ｨｨｨｪｨ 05ｨｹｨｪ ｨｰｨｪ0609ｨｰ02ｨｦ ｨ 0409ｨ ｨｪｨｨ ｨｰ0607ｨｪｨｨ070 S A, S D ｨｨ S C ｨ ｨｦｨｰｨ 09 ｨｰ02 ﾂ02ｨｪｨｨ ｨ, ｨｪｨ ﾂｨｨｨｪｨ ｨｪｨｰ07ｨ ｨ 04ｨ ｨｨ09ｨｺ06ｨｦ ｨｪｨ ｨｬ ｨC ｨｪｨｹ, 04ｨｨｨｬｨ, ｨｪｨ ｨｨ 0502ｨｰ06. 04ｨｨ ｨｨｨｪｨ ｨｬｨｨｨｺｨ ｨｰｨｪ0609ｨｰ02ｨｦ P A, P D ｨｨ P C 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ ｨ 00ｨｨｨｺｨ, 08ｨ ｨｪｨｨ ｨｪｨｨ, 04ｨｨｨｬ04 ｨｨ ｨｪ ｨｬ ｨ 0ｨ 06ｨｰ, ｨｰ06000ｨ ｨｺｨ ｨｺ 08ｨ ｨｪｨｨ ｨｰｨ 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ｨｰ ｨ ｨｪ06 05ｨｰ06 09 ｨｰ02ｨｬ, ﾂｨｰ ｨ 05ｨｨ08ｨｮ06ｨｴｨｮ06 ﾂｨ 09ｨｰｨｹ ｨｹ040609ｨ ｨｰ020502ｨｦ 09ｨ ｨｦｨｰｨ ｨｰｨ ｨｰ 03ｨｺ0605ｨｹｨｪｨｨｨｺｨｨ, 09ｨｰｨｮ002ｨｪｨｰ04 ｨｨ ｨ 09ｨ ｨｰ0205ｨｨ, ｨｺ06ｨｰ ｨｰ06ｨｬ ｨｪｨ ｨｰ0907 ｨｪｨ ｨｺｨ ｨｪｨｨｨｺｨｮ05ｨ 0 ｨｨ 09 06ｨｰ07ｨｮ09ｨｺｨ 0, ｨｰ06ｨｬｨｮ 0ｨ 08ｨ ｨｺｨｰ ｨｰｨｨｨｰ0205ｨｹ09ｨｺ06ｨｦ ｨ ｨｮ0ｨｨｨｰ0608ｨｨｨｨ 0708ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ06 ｨｬ02ｨｪ0702ｨｰ0907, ﾂｨｰ06 ｨｪｨ 0060ｨｨｨｰ 06ｨｰ08ｨ 0302ｨｪｨｨ02 09 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ 08ｨ ｨｪｨｨｨｨ P A, P D ｨｨ P C ｨｨ 06ｨ 09ｨｮ03002ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ04 ｨｪ ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ, ｨｮ09ｨｰ08ｨ ｨｪ0706ｨｴｨｨ02 ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ 00 ﾂｨ 09ｨｰ06ｨｰｨ ｨｴ02ｨｪｨｨｨｦ03 ｨｨ ｨｬ ｨｬ06ｨｰ08ｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｪ060907ｨｰ ｨｺ06ｨｬ070502ｨｺ09ｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, 060ｨｪ ｨｬ02ｨｪｨｪ06 ｨｮ ﾂｨｨｨｰ0409ｨ 07 ﾂｨ 09ｨｰ06ｨｰｨｮ ｨｴ02ｨｪｨｨｨｦ ｨｨ ｨｬ ｨｬ06ｨｰ08ｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨｮｨ ｨｨｨｪｨ ｨｬ06ｨｰ08ｨ ｨ 00ｨ 02ｨｰ ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0302ｨｪｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 09ｨ ｨｦｨｰｨ, ﾂｨｰ06 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｰ ｨｪｨｺ06ｨｦ 0005ｨｮｨ ｨｨｨｪ ｨｬ06ｨｰ08ｨ ｨC 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ 0708ｨ ｨｺｨｰｨｨｨｺｨｮ02ｨｬ ｨｪ04ｨｪ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ ｨｺｨ ｨｺ ｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02 ｨｪｨ 09ｨ ｨｦｨｰ02, ｨｬ06ｨｰ0802ｨｪｨｪ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ04 ｨｪ ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ06ｨｦ ｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ02, ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｺ06ｨｰ ｨ 02ｨｰ ｨｬ0603ｨｪ06ｨｦ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 09ｨ ｨｦｨｰ0609 ｨｪｨ 0609ｨｪ ﾂ02ｨｰｨｺｨｨ0 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｪ06ｨｺ ｨｰｨ ｨｰ0907 ｨｨｨｪｨｰ ｨｪ06ｨｦ ｨｬ0603ｨｪｨ 07 ｨ ｨ ｨ 02ｨｨ07 05ｨｰｨｨ0 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨ ｨｺｨｰｨｨｨｺ ｨｺｨｰｨ ｨｰｨｨ07ｨ 08ｨｪ002ｨｺ09.02ｨｨ0802ｨｺｨｰ 07ｨｮｨｰ02ｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 09 ｨｮ080609ｨｪ07ｨｬｨｨ 0706ｨｺｨ 04ｨ ｨｰ ｨｪ ｨｨ ｨｮ0ｨ ﾂｨｪ040 ｨｨ ｨｪ02ｨｮ0ｨ ﾂｨｪ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ ｨｪｨｪ ｨｺｨ 04ｨ ｨｰ0205ｨｨ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, ｨｴｨ 02ｨｬ0609ｨｰｨｨ ｨｨ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ ｨｰｨ ｨｰ 04ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ04ｨｦ ｨｪｨ ｨ ｨｺ02ｨｨ06ｨｪｨｪ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 08ｨｨ07 06ｨｪ05ｨ ｨｦｨｪ ｨｬｨ 08ｨｺ02ｨｰｨｨｨｪ00ｨ : 06ｨｰｨ ｨ ｨｦｨｰ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ- 72

73 ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨ ｨｬ ｨｮｨｴ0209ｨｰ ｨｰ ｨｬ06ｨｴｨｹ ｨｺｨ 04ｨ ｨｰ020502ｨｦ 0708ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, 0904ｨ 0608 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0204 ｨC ｨｰ0906ｨｬ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｴｨ 02ｨｬ0609ｨｰｨｨ, 0708ｨｨ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ ｨｨ ｨｮ06ｨｰ ｨｺｨ 04ｨ ｨｰ0205ｨｨ ｨｬ02ｨｪｨｪ06ｨｦ ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ06ｨｦ 00609ｨｰｨｮ07ｨｪ0609ｨｰｨｨ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ0600ｨｮｨｰ ｨｨｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02 ﾂ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｮ05ｨｮ ﾂ0302ｨｪｨｪ06ｨｦ 0802ｨｦｨｰｨｨｨｪ ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 06ｨｰ ｨ 08ｨｪ (0904ｨ ｨ ｨｦｨｰ ｨｬ06ｨｰ08ｨ 0708ｨｨ ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ0 0802ｨｦｨｰｨｨｨｪ00ｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ). 0308ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｪｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｪ07 ﾂｨ 09ｨｰ06 ｨ ｨ 04ｨｨ08ｨｮ02ｨｰ0907 ｨｪｨ 08ｨ 09 ﾂ02ｨｰ02 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07, ｨｰ ｨｰ06ｨ 08ｨ 03ｨ 02ｨｰ ｨｬｨｪ02ｨｪｨｨ02 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨ 09ｨｰ ｨ ｨｦｨｰ0609, ｨｰ ｨｦｨｰｨｨｨｪ000609ｨ 07 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ07 06ｨｰ08ｨ 03ｨ 02ｨｰ ｨｬｨｪ02ｨｪｨｨ02 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, ﾂｨｰ ｨｺｨｮ07ｨｪ0609ｨｰｨｨ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｮ ﾂ02ｨｰ 0706ｨｨ09ｨｺ ｨｰｨ ﾂ0502ｨｪ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 08ｨｦ09ｨ 0407ｨｪ , 000ｨｨｨｰｨ 0807ｨｪ ｨｨｨｺ05ｨ 0ｨｪｨ 07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨｨ 0609ｨｪ ｨｺ06ｨｪ06ｨｬ02ｨｰ08ｨｨｨｺｨｨ. ｨC 00.: , 998. [2] 08ｨ 04ｨ ｨｺ ｨｪｨｨ02 09 ｨｰ020608ｨｨ06 ｨｬｨ 08ｨｺ060909ｨｺｨｨ ｨｨ ｨｪ02ｨｺ06ｨｰ ｨ 0ｨｨ06ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 04ｨ 0ｨ ﾂｨｨ. ｨC 00: ｨ 0ｨｨ06, 973. [3] 00ｨｨ0806ｨｪ0609 M. 08., 06ｨｨ006ｨｪ ｨ 08ｨｺ060909ｨｺｨｨ ｨC 00.: ｨ 0ｨｨ06, 977. [4] Anderson C., Domingos P., Weld D. Relational Markov models and their application to adaptive web navigation. Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining table of contents, P. 43ｨC52. ACM Press, NY, USA. [5] Bharucha-Reid A. (960). Elements of the Theory of Markov Processes and Their Applications. NY: McGraw-Hill. [6] Chen H., Cooper M. (200a). Predicting the Relevance of a Library Catalog Search. Journal of the American Society for Information Science and Technology. Vol. 52, No. 0. NY: John Wiley & Sons. [7] Chen H., Cooper M. (200b). Using Clustering Techniques to detect Usage Patterns in a Web-Based Information System. Journal of the American Society for Information Science and Technology. Vol. 52, No. 0. NY: John Wiley & Sons. [8] Chen H., Cooper M. (2002). Stochastic Modeling of Usage in a Web-Based Information System. Journal of the American Society for Information Science and Technology. Vol. 53, No. 7. NY: John Wiley & Sons. [9] Cothey V. (2002). A Longitudinal Study of World Wide Web Users ｯ Information Searching Behavior. Journal of the American Society for Information Science and Technology. Vol. 53, No. 2. NY: John Wiley & Sons. [0] Deshpande M., Karypis G. Selective Markov models for predicting Web page accesses. ACM Transactions on Internet Technology (TOIT). May 2004, Volume 4, Issue 2, Pages 63ｨC 84. ACM Press, NY, USA [] Jansen B., Spink A., Saraevic T. (2000). Real Life, Real users and Real needs: a Study and Analysis of User Queries on the Web. Information Processing and Management. 36: 207ｨC227. [2] Qiu I. (993). Markov Models of Search State Patterns in a Hypertext Information Retrieval System. Journal of the American Society for Information Science and Technology. Vol. 44: 43ｨC427. NY: John Wiley & Sons. Markov Models of WebSite Visitation Andrey L. Gorbunov Indicators of the website visitation, usually used by visitation analysis systems, are statistic estimates of random values, which reflect only partial aspects of the visitation process without revealing relations between the aspects. Such an approach does not provide a complete picture of the visitation process and in reality may even distort the results of solving the tasks. Based on mathematical mechanism of Markov processes, we propose two models, which are free of the mentioned drawbacks. First model makes it possible to calculate the simple reliable estimates of attractiveness and accessibility of the website pages to the visitors. The second model, unlike the first one, allows comparison of several websites using a general criterion of performance. The results can be use to optimize website ｯs structure, to make better the search quality, to improve its commercial effectiveness via the amendment of the advertising strategy. 73

74 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ04, ｨｨ ｨ 09ｨｪ02ｨｪｨｨ02 09 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ Megaputer Intelligence Ltd. 08ｨｪｨｪ06ｨｰｨ 02ｨｨ07 0ｨ 09ｨｰ0607ｨｴ0202 ｨｨ ｨ ｨｪｨｨ ｨｴ02ｨｪ06 08ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｪ ｨｬ02ｨｰ060ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬｨ 0909ｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ ｨｰｨ ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨ002 ｨｪｨ ｨ ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 (08ｨ 0405ｨｨ ﾂｨ 06ｨｴｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｨ ｨｰｨ 09ｨｮ ｨ 04ｨｪ040 ｨｰ02ｨｺ09ｨｰ0609), ｨ ｨｪ02 ｨｺｨ ｨｺ ｨｰ06 ﾂ02ｨｺ 020ｨｨｨｪ ｨｰ02ｨｺ09ｨｰ0609 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ, ｨｺｨ ｨｺ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨｪ ｨ 02ｨｰ0907 ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｨ040609ｨｰｨｹ ｨｰ0208ｨｬ0609, ﾂ ｨｹ, ｨｰ0907 ｨｪｨ 0609ｨｪ ｨｨ0 ｨ 05ｨｨ040609ｨｰｨｨ 09 ｨｪ02ｨｺ06ｨｰ060806ｨｬ ｨｰ0204ｨ ｨｮ08ｨｮ ｨｰ09ｨｨ02 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ07 ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 06ｨ ｨｴ ｨｺ ｨｮ0909ｨｺ ﾂｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 09ｨ 03ｨｪｨｮ ｨｹ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ0008ｨ 05ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ (070605ｨｮ)ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨｰ080602ｨｪｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ ｨｬ06ｨｴｨｹ06 ｨｬｨ ｨｰ08ｨｨ ｨｬ0209ｨｰｨｪ06ｨｦ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 0502ｨｺ0902ｨｬ, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ06ｨｦ ｨ 0605ｨｹ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ. 0308ｨｨ ｨｪｨｨｨｨ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｺｨ ｨｺ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｰｨ ｨｺ ｨｨ 08ｨｮ ﾂｨｪｨ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 09ｨｬ ｨｦ 0706ｨｬ02ｨｰｨｺｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｪｨｨ02 05ｨ 0ｨ ﾂｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ (unsupervised) ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ ｨ 0608ｨ ｨｰ02ｨｺ09ｨｰ0609 [] 0708ｨｨ 0202 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ0 0708ｨｨ ｨｪｨｨｨｦ 0609ｨｰｨ 02ｨｰ ｨｨ ｨ 0502ｨｺ06 ｨｪ ｨｪｨｪ06ｨｦ ｨｬ ｨ 0502ｨｬ, 06ｨ ｨｴｨｨ ｨ 0ｨ ﾂ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｪｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ0907 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ06 ｨｨｨｪ0ｨｨｨｺｨ 02ｨｨｨｨ 09ｨｬ040905ｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ ｨC ｨｰｨ ｨｺ ｨｺｨ ｨｺ 06ｨ 04 ﾂｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪ ｨｰ0902ｨｪｨｪ06 ｨｨｨｪｨｰ ｨｰｨｨ08ｨｮ06ｨｰ0907 ﾂ ｨｺ06ｨｬ, 06ｨｪ ｨｨ05ｨｨ 06ｨｪｨ ｨｪ ｨｪｨｨｨｬｨ ｨｰｨｹ 0609ｨｪ0609ｨ ｨｪｨｨ ｨｪｨｨ07 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ 06ｨｰｨｪ020902ｨｪｨｨ07 ｨｺ ｨｪ02ｨｬｨｮ ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｰ02ｨｺ09ｨｰｨ. 0ｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ04ｨｦ ｨｺ ｨｪｨｨ06 05ｨｰ06ｨｦ ｨ 0502ｨｬ ｨｰ06ｨｨｨｰ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｰｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰｨ 09 09ｨｨ002 (06ｨ 04 ﾂｨｪ06 ｨｪ0608ｨｬｨｨ080609ｨ ｨｪｨｪ060006) 0902ｨｺｨｰ0608ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｨ 0209ｨｺ05ｨｨ ｨｦ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ (ｨｺ0609ｨｨｨｪｨｮ09ｨ ｨｮ0005ｨ ｨｬ02030ｨｮ 0902ｨｺｨｰ0608ｨ ｨｬｨｨ), ｨｰ06ｨｬｨｮ 05ｨｰ06ｨｰ ｨｺ05ｨ 0909 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬ04 ｨ ｨｮ002ｨｬ 0ｨ ｨｪｨ ｨ ｨｰｨｹ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ. 005ｨ 09ｨｪ04ｨｦ ｨｮ ｨｪｨｨ ｨ 02ｨｰ0907 ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｴ ｨｬ02ｨｰ060ｨ 0706ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609, ｨ ｨｪｨ 0060ｨｨｨｬ0402 ｨｺ05ｨ 09ｨｰ ｨｬ02 ﾂｨ 06ｨｰ0907 ｨｪｨ ｨｨｨ ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨｨｬｨｨ ｨｰ 0 ｨｺ ｨｨｨｪｨ ｨｰｨ ｨｬｨｨ 0202ｨｪｨｰ0806ｨｨ ｨ ｨｨｨ ｨｮ050708ｨｪ0402 ｨｨ04 ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｪ02 ｨｰ0802ｨ ｨｮ06ｨｴｨｨ ｨｨｨ 05ｨｹｨｪ040 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ , 05ｨｰ06 06ｨｰｨ 0608 ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ (ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｮｨｬｨｬ06ｨｦ tfidf [4,6]) ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ n 0005ｨ 09ｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 09 05ｨ ｨｰ02ｨｪｨｰｨｪ06ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨ ｨｪｨ 05ｨｨ0402 [8] ｨｰｨ ｨｪｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ04ｨｮ ﾂｨ 02ｨｬ ｨｺ060807ｨｮ09ｨ ｨｺｨ ｨｺ ｨｰ06 ﾂ02ｨｺ 020ｨｨｨｪ ｨｺ05ｨｨ00609ｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ, ｨｰｨ ｨｰ0209ｨｰ0902ｨｪｨｪｨｮ06 ｨｬ0208ｨｮ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨ ｨｰ ｨｬ07 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02, ｨ 02ｨｪｨｪ ｨｪ ｨｮ ﾂｨ ﾂ02ｨｪｨｹ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ ｨｰｨ 09ｨｮ ｨｺ060807ｨｮ09ｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬｨｪ0600ｨｨ02 ｨｨ , ｨｰｨ ｨｴｨｨ0 09ｨｬ ｨｰ02ｨｺ09ｨｰｨ, ｨ ｨｮ0ｨｮｨｰ ｨｪｨ 05ｨｨ ﾂ0209ｨｰ090609ｨ ｨｰｨｹ ｨｨ03ｨｺ06ｨｬ ｨｬｨ 0506ｨｬ ｨｪｨｰ02 ｨｰ02ｨｺ09ｨｰ0609, ﾂｨｰ06ｨ 04 ｨ 04ｨｰｨｹ 0904ｨ 08ｨ ｨｪｨｪ04ｨｬｨｨ ｨｨ05ｨｨ 0906ｨｦｨｰｨｨ ｨｰｨ ｨｮ02ｨｨ080609ｨ ｨｪｨｪ ﾂｨｨ0905ｨ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06 05ｨｰ06 06ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ0906 ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪ02ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ0904 ｨｨ05ｨｨ ｨｪ02ｨｪｨｨ07 ｨｺ 0209ｨｺ05ｨｨ ｨｦ ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｬ0208ｨ, 0609ｨｪ0609ｨ ｨｪｨｪｨ 07 ｨｪｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬｨｪ ｨｰ ｨｨ04ｨｪｨ ｨｺ0609 (ｨｰ0208ｨｬ0609), 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ04 (090606ｨ ｨｴ , 08ｨ 04ｨｪ ｨ 04ｨｪ040 ｨｰ02ｨｺ09ｨｰ0609), ｨC 0ｨ ｨｪｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｪｨ ｨ ｨｰｨｹ0907 ｨｺ0506 ﾂ020904ｨｬｨｨ ｨｰ0208ｨｬｨ ｨｬｨｨ. 0308ｨｨ ﾂ02ｨｬ, 05ｨｰｨ ｨｬ0208ｨ 0609ｨｪ0609ｨ ｨｪｨ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｨ ﾂｨｨｨｪ ﾂ02ｨｪｨｨ07 ｨｬｨｪ ｨｰ09 ( ﾂｨｰ ｨｺ ｨｨ09060ｨｨｨｰ ｨｺ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ), ｨｪ06 ｨｨ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ 06ｨｰ00205ｨｹｨｪ040 ｨｰ0208ｨｬ0609 ｨｨ04 ｨｬｨｪ ｨｰ09, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 08ｨ 04ｨｪ0402 ｨｰ02ｨｺ09ｨｰ ｨｨ040609ｨｰｨｹ ｨｰ0208ｨｬ ｨｪｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｰｨｹ0907 ｨｪｨ 0609ｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, 09ｨｪ0203ｨｪ02ｨｦ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨ 02ｨｬ06ｨｦ 04ｨ 0ｨ ﾂ02 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｰｨｨ07ｨ WordNet [9] ｨｨ05ｨｨ ｨｬｨ ｨｰ08ｨｨ ｨｬ0209ｨｰｨｪ06ｨｦ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 0502ｨｺ0902ｨｬ, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ06ｨｦ ｨｪｨ ｨ 0605ｨｹ0306ｨｬ ｨｺ060807ｨｮ0902 ｨｰ02ｨｺ09ｨｰ0609 (030205ｨ ｨｰ0205ｨｹｨｪ06 06ｨｰｨｪ060907ｨｴ02ｨｬ0907 ｨｺ ｨｰ06ｨｦ ｨ 05ｨ 09ｨｰｨｨ, ﾂｨｰ06 ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨｮ02ｨｬ04ｨｦ ｨｺ060807ｨｮ09). 07 ﾂｨｨｨｰ0409ｨ ｨｨ00ｨｨｨｺｨｮ 0ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ ｨｰ ｨｨ ｨ ｨｪｨｨ07, ｨ ｨｪ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ ｨｪｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ02 ｨｰ0605ｨｹｨｺ06 08ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ ｨｺ060807ｨｮ09ｨ ｨｬｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨ 09ｨｰ ｨｰ0605ｨｺｨｪｨｮ ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｹ06, ｨ ｨｪｨｪ06ｨｦ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02ｨｬ 00609ｨｰｨｮ07ｨｪ ｨ ｨｴ ｨｺ ｨｮ0909ｨｺ ﾂｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨ 0502ｨｬ04 ｨｬｨｪ06ｨｦ ｨ 0405ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨｬ02ｨｰ060ｨｨｨｺｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｮ0706ｨｬ07ｨｪｨｮｨｰ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0204 ｨｰ0204ｨ ｨｮ08ｨｮ ｨ ｨｪ06ｨｦ ｨｨ0ｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 (ｨｪｨ ｨ 02ｨｬ06ｨｦ 0ｨ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ0906ｨｬ), 06ｨｺｨ 04ｨ ｨｦ0907, ｨｺｨ ｨｺ ｨｬ04 ｨｮ09ｨｨ0ｨｨｨｬ, ｨｪ ｨｨ00060ｨｪ06ｨｦ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ｨｮ ｨｬ02 ｨｰ060006, ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09 ｨｬ060302ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ0902 ｨｨ090060ｨｪ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｮ ﾂｨｪ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｹ ｨ ｨｪｨｨ ｨｪ060202ｨｪｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ( ﾂｨｰ06, 74

75 ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ ﾂ02ｨｬ, ｨｬ060302ｨｰ ｨｰｨ 09ｨｨｨｰｨｹ ｨｬ02ｨｰ 06ｨｰ00205ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ07). 0602ｨｬ 09ｨ ｨｬ04ｨｬ, 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪｨ ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09ｨｰｨ 05ｨ 06ｨ 05ｨ 0ｨ ｨｰｨｹ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨｨｬｨｮｨｴ0209ｨｰ0906ｨｬ ｨC ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ06 06ｨｰ ｨｺｨ ｨｺ ｨｨｨ ｨ 09ｨ 02ｨｬ ｨｮ ﾂｨｪｨｮ06 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｮ0809ｨ (ｨｺ0806ｨｬ ｨ ｨｬｨｬ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ). 06ｨｬ ｨｰ080602ｨｪｨｪ04ｨｦ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09, ｨｬ ｨｮ ﾂｨｨ05ｨｨ 0209ｨｰ0209ｨｰ0902ｨｪｨｪｨｮ06 ｨｬ0208ｨｮ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609 ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ ｨ 00ｨｮ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｬ02030ｨｮ ｨｮ0405ｨ ｨｬｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ04ｨｬ ｨｰ0208ｨｬｨ ｨｬ ｨ 09ｨｪ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨ 0405ｨｨ ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ ｨｨ05ｨｹｨｪ06 08ｨ 0405ｨｨ ﾂｨ 06ｨｴｨｨｨｬｨｨ ｨｦ09ｨｰ09ｨ ｨｬｨｨ: 0905ｨｮ ﾂｨ ｨｦｨｪｨ ｨ 0608ｨｺｨ 09ｨｰ08ｨ ｨｪｨｨ02 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ, ｨｮ04ｨｺ06ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨ 0608ｨｺｨ 09ｨｰ08ｨ ｨｪｨｨ02 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ (09ｨｰ08ｨ ｨｪｨｨ0204, ｨ ｨｴｨｨ02 00ｨ ｨｬｨｨ05ｨｨ06 05ｨｰ ｨｨｨｪ, ｨｨ04 ﾂｨｨ0905ｨ 09ｨｰ08ｨ ｨｪｨｨ02, ｨｰｨ ｨｪｨｪ040 08ｨｪ002ｨｺ0906ｨｬ ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07), ｨｰ02ｨｺ09ｨｰ04 ｨｪ ｨｰ02ｨｦ 04ｨ 060ｨｪｨｮ ｨｪ , 04ｨ ｨｺｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｪ ｨｰ02ｨｦ 04ｨ 060ｨｪｨｮ ｨｪ , 09ｨｰｨ ｨｰｨｹｨｨ ｨｮ ｨｪ ｨｺ06002ｨｺ09ｨ ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ04, , 0706ｨｰ06ｨｬｨｮ, ﾂｨｰ06 06ｨｪｨｨ ｨｰｨ ｨｰ 08ｨ 04ｨｪ0402 ｨｨ ｨｪｨ ｨｨｨ ｨｰｨｨ07ｨｨ ﾂｨｪ ｨｮ ﾂｨ ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨ ｨｰｨ ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ ｨｪｨｨ 09ｨｪｨ ｨ 0302ｨｪ04 09ｨｬ ｨｬｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｬｨｨ (ｨｨｨｪ06000ｨ ｨｬｨｪ060006ｨｮ080609ｨｪ020904ｨｬｨｨ), ﾂｨｰ ｨｰ 0708ｨｨｨｬ02ｨｪｨｨｨｰｨｹ ﾂｨｨ ｨｮ06 ｨｬ0208ｨｮ ｨｺｨ ﾂ0209ｨｰ09ｨ 09ｨｬ ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨC 0302ｨｪｨｪ06ｨｪ060909ｨｺｨｮ06 ｨｬ0208ｨｮ 0904ｨ ｨｨｨｬｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｬ02030ｨｮ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ060806ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ060806ｨｬ ｨｬ02 ｨｰ060006, ｨｪｨｨ09ｨ 05ｨ 09ｨｹ ｨ 002ｨｺ09ｨ ｨｰｨｪ0609ｨｰｨｹ 09ｨｬ ｨｦ 0706ｨｬ02ｨｰｨｺｨｨ ｨｺ05ｨ 09ｨｰ , ｨｪｨ ｨｦ002ｨｪｨｪ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ. 06ｨｰｨ ｨｪｨｺｨ ｨｨ ｨｨ05ｨ 09ｨｹ 0908ｨｮ ﾂｨｪｨｮ06 ｨｨ ｨｨｨｬ0205ｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨ ｨｺ ｨｮ ｨｨ050609ｨｹ ｨｪｨｨｨｨ, ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨ 00ｨ 06ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨｨ04 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｺ060807ｨｮ09ｨ ｨｺｨ ｨｺ ｨｰ06 ﾂｨｺｨｨ 09 ｨｪ02ｨｺ06ｨｰ060806ｨｬ 0209ｨｺ05ｨｨ ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 (ｨｨ05ｨｨ 0902ｨｺｨｰ0608ｨ ). 06ｨ ｨｺ06ｨｦ ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪｨｨｨｰｨｹ ｨ 0605ｨｹ0306ｨｦ ｨｺｨｰ08 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｮ08 ｨｺ05ｨ 09ｨｰ0208ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ﾂｨｨ ｨ ｨｪｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｪ0206ｨ 0060ｨｨｨｬｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 05ｨｰｨｨ0 ｨｬ02ｨｰ , 0209ｨｰｨｹ ｨｰ ｨｨ ﾂｨｨｨｪｨ, 06ｨ 08ｨ ｨｰｨｪｨ ｨｺ05ｨｨ00609ｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨ06 ｨｬ02030ｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨｰ06 ﾂｨｺｨ ｨｬｨｨ 05ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ, 05ｨｨｨ 06 ｨｺ0609ｨｨｨｪｨｮ09 ｨｮ0005ｨ ｨｬ02030ｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 0902ｨｺｨｰ0608ｨ ｨｬｨｨ ｨ ｨｬ06ｨｬ ｨｰ06ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ02 ｨｺｨ 030ｨ 07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ 05ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｬｨｮ ｨｮ ｨｨ05ｨｨ ｨｰ06 ﾂｨｪ ｨｺ0902ｨｬ02, 09ｨｺ0506 ﾂｨ 06ｨｴ02ｨｦ ｨｬ04 (ｨｨ05ｨｨ ｨｺｨ ｨｺ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨC ｨｪ06ｨｺ060802ｨｪｨｪ ｨ, 0708ｨｨ ｨｪｨｪ ｨｬ06ｨｴｨｹ ｨｮ ｨｰ02ｨｬｨｬｨｨｨｪ00ｨ ｨｺ 060ｨｪ06ｨｦ ｨｺ0608ｨｪ020906ｨｦ 0609ｨｪ060902). 0308ｨｨ 05ｨｰ06ｨｬ 06ｨ 04 ﾂｨｪ06 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨｪ0209ｨｬ ｨ, ｨｴｨｨ ｨｰ ｨｨ09ｨｰ, ｨ, 0909ｨｰ0802- ﾂｨ 06ｨｴｨｨ ｨｬｨ 0506ｨｬ (ｨC2) ｨｺ0605ｨｨ ﾂ0209ｨｰ0902 ｨｰ02ｨｺ09ｨｰ0609, ｨ ｨｰｨ ｨｺ ｨ, ｨｪ02 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ 0609ｨｪ0609ｨｪ04ｨｬ 09ｨｬ ｨｬ ﾂｨ 09ｨｰ07ｨｬ 0802 ﾂｨｨ (09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0602, 0005ｨ , 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0602, ｨｪｨ 0802 ﾂｨｨ02). 02ｨ ｨｬ04 ｨ ｨｮ002ｨｬ ｨｮ0706ｨｰ0802ｨ 0507ｨｰｨｹ ｨｰｨ ｨｺ06ｨｦ 09ｨｮｨｴｨｪ0609ｨｰｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 060ｨｪ06ｨｬｨｮ ｨｨ04ｨｬ020802ｨｪｨｨ06, ｨｪｨ 0409ｨ ｨｪｨｨ02 ｨｰ0208ｨｬ. 05ｨｪｨ ﾂ02ｨｪｨｨ ｨｺｨ 03006ｨｦ 0609ｨｨ 0904 ﾂｨｨ ｨｰ ｨ 04ｨｪ040 ｨｬ02ｨｰ060ｨ ｨ 04ｨｪ06ｨｬｨｮ. 06ｨｰ06 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨ ｨｨｨｪｨ 08ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 (0/), ｨｨｨｪ0ｨｨ02ｨｨ08ｨｮ06ｨｴ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｨ02 0ｨ ｨｪｨｪ ｨｰ0208ｨｬｨ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02, 05ｨｨｨ 06 ﾂｨ 09ｨｰ06ｨｰｨ 05ｨｰ ｨｰ0208ｨｬｨ (06ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 05ｨｰ ｨｰ0208ｨｬｨ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｨ05ｨｨ ｨｰ0208ｨｬ ｨｰ02ｨｺ09ｨｰ02), 05ｨｨｨ 06 ｨ ｨｪｨ ｨｨ ﾂｨｨｨｪｨ, 06ｨ 0604ｨｪｨ ﾂｨ 02ｨｬｨ 07 tfidf (term frequency * inverse document frequency ｨC ﾂｨ 09ｨｰ06ｨｰｨ ｨｰ0208ｨｬｨ * 06ｨ 08ｨ ｨｰｨｪｨ 07 ﾂｨ 09ｨｰ06ｨｰｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ). 06ｨ ｨｺ ｨｺｨ ｨｺ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0902 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0708ｨｨｨｬ02ｨｪ0702ｨｰ0907 ｨｨｨｬ02ｨｪｨｪ06 05ｨｰｨ ｨｨ ﾂｨｨｨｪｨ, 0708ｨｨ ｨｬ ｨｬｨｮ05ｨｮ ﾂｨｨ090502ｨｪｨｨ07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｰ0208ｨｬｨ t ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ d: 69 N 62 tfidf ( d, t) = tf ( d, t)log60 63 () 6 df ( t) ｨｹ tf(d,t) ｨC ﾂｨ 09ｨｰ06ｨｰｨ ｨｰ0208ｨｬｨ t ｨｺｨｮｨｬ02ｨｪｨｰ02 d, N ｨC ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ060807ｨｮ0902, df(t) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09 ｨｺ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｰ0907 ｨｰ0208ｨｬ t. 02ｨ 04 ﾂｨｪ06 ｨｰｨ ｨｺ ｨｺｨｰ0608ｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｰ02ｨｺ09ｨｰｨ ｨｬ, ｨｪ0608ｨｬｨｨ08ｨｮ06ｨｰ0907 ｨｪｨ 020ｨｨｨｪｨｨ02ｨｮ, ｨC ｨｰ.02. ｨｰ02ｨｺ09ｨｰ04 ｨｬ0603ｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｰ06 ﾂｨｺｨｨ ｨｪｨ 00ｨｨ ｨｨｨｪｨｨ ﾂｨｪ04ｨｬ 08ｨ 0ｨｨｨｮ0906ｨｬ ｨ 07 ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ 09ｨｰｨ 05ｨｺｨｨ09ｨ 06ｨｰ0907 ｨｬ02ｨｰ ｨｰ ｨｰｨｨ07ｨ, ｨC 05ｨｰ06 06 ﾂ02ｨｪｨｹ ｨ 0605ｨｹ03ｨ 07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｮ ﾂｨ 06ｨｴ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ. 08ｨｪｨ 05ｨｨ ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06, ｨｪ02ｨｪｨｨ02 ｨｺ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ, ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ ﾂ02ｨｪｨｹ ｨｺ06ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 08020ｨｺ06 ｨ 0409ｨ 02ｨｰ ｨｺｨｰｨｨ09ｨｪ06ｨｦ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｺｨ 030ｨ 07 ｨｰ06 ﾂｨｺｨ ｨｨｨｬ0202ｨｰ 06 ﾂ02ｨｪｨｹ ｨ 05ｨｨ04ｨｺｨｨ ｨｨ ﾂｨｨｨｪ04 08ｨ 0909ｨｰ0607ｨｪｨｨ ｨｰｨ 05ｨｹｨｪ040 ｨｰ06 ﾂ02ｨｺ [2] ｨｰ06ｨｬｨｮ 0708ｨｨｨｬ02ｨｪ0706ｨｰ ｨ 0405ｨｨ ﾂｨｪ0402 ｨｬ02ｨｰ06004 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 02ｨｪｨｨ 08ｨ 04ｨ ｨｨ09ｨ 06ｨｰ0907 ｨｪｨ ｨｮ06ｨｴｨｨ ｨｮ ｨｰｨ 0608 ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｺｨ 03006ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0904 ﾂｨｨ ｨｰ0907 ｨｪ02ｨｺ06ｨｰ0608ｨ ｨｨ ﾂｨｨｨｪｨ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨ ｨ 00ｨ 02ｨｬｨｮ ｨｪｨｪ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ﾂ ｨｰｨ ｨｰ0907 n 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ02ｨｬ 05ｨｰ06ｨｦ ｨｨ ﾂｨｨｨｪ04. 0ｨ 0708ｨｨｨｬ0208, 09 ｨｬ02ｨｰ060ｨ 0, ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ0907 ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ tfidf, 09 ｨｺｨ - ﾂ0209ｨｰ0902 ｨｰｨ ｨｺ06ｨｦ ｨｨ ﾂｨｨｨｪ04 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｮｨｬｨｬｨ tfidf 0ｨ ｨｪｨｪ ｨｰ0208ｨｬｨ ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ ｨｺ060807ｨｮ09ｨ [6]. 0002ｨｰ08ｨｨ ﾂ0209ｨｺｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨ ｨｮ002ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ0907 ｨｪｨ ｨｬｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨｬ02ｨｰ060ｨ ｨ 09ｨｪ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ06ｨｦ 09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｪ02ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ02ｨｦ. 09ｨｮ002ｨｬ 06ｨ 0604ｨｪｨ ﾂｨ ｨｰｨｹ 0202 ｨｨ 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ ｨｪ02ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺｨ ｨｺ MSEL ｨｹ040609ｨ ｨｪｨｨ02 09ｨｨｨｪｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ0 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 00 05ｨｰ06ｨｬ ｨｬ02ｨｰ06002 ｨｪｨ 0609ｨｪ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｨ090060ｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 0904 ﾂｨｨ ｨｰ ｨｨ ｨｪｨ ｨｨ ﾂｨｨｨｪｨ, ｨｺ06ｨｰ0608ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 060ｨｪ06ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｪ ｨｺ05ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｰｨｹ ｨｨ090060ｨｨｨｰ ｨｺ02ｨｨ07 ｨｰ06 ﾂ02ｨｺ ｨｨ090060ｨｪ ｨｺ05ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｪｨ ｨｪ02ｨｺ06ｨｰ0608ｨｮ ｨｨ ｨｺ0609ｨｰｨｹ. 0ｨ 0708ｨｨｨｬ0208, 0708ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｬ0603ｨｪ ｨｨｨｰｨｹ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｰ0208ｨｬｨ ｨｬ-09ｨｨｨｪ06ｨｪｨｨｨｬｨ ｨｬ (ｨｨ05ｨｨ 09ｨｨｨｪ06ｨｪｨｨｨｬｨ ｨｬ ｨｨ 00ｨｨ0706ｨｪｨｨｨｬｨ ｨｬ) ｨｪｨｮ ｨｪ0609ｨｮ06 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ [6]. 08ｨ ｨｺ ｨｮ ｨｨ050609ｨｹ, 05ｨｰ06ｨｰ ｨｬ02ｨｰ060 ｨｪ ｨｨｨｬ02ｨｪｨｨｨｬ 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ ｨｰ09ｨｨ02 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ07 ｨｪｨｮ03ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ- 75

76 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ. 0208ｨｮ0006ｨｦ ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｰ080602ｨｪｨｨ ｨｨ ｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ, ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｺ06ｨｰ ｨ 0405ｨ ｨｬ06ｨｪ09ｨｰ08ｨｨ080609ｨ ｨｪｨ 0906 ｨｬｨｪ0600ｨｨ0 0708ｨｨ ｨｪｨｨ070, 0609ｨｪ ｨ 02ｨｰ0907 ｨｪｨ 05ｨ ｨｰ02ｨｪｨｰｨｪ06ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨ ｨｪｨ 05ｨｨ0402 [8]. 06ｨｰ06ｨｰ ｨｬ02ｨｰ060, ｨ ｨｮ0ｨｮ ﾂｨｨ 06ｨ 06ｨ ｨｴ02ｨｪｨｨ02ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ 0609ｨｪ0609ｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ (principal component analysis), 0609ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ06ｨｬ 08ｨ ｨｪｨｨｨｨ ｨｪｨ 09ｨｨｨｪ00ｨｮ050708ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 (singular value decomposition) ｨｬｨ ｨｰ08ｨｨ0204 tfidf ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｰｨ ｨｺ ｨ ｨｪｨｨ ｨｮ ﾂｨ 06ｨｰ0907 ｨｪ ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｴｨｨ ｨｨｨｪ02ｨｦｨｪ04ｨｬｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ07ｨｬｨｨ ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ. 08ｨ 03006ｨｦ ｨｪ060906ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪ02ｨｺ06ｨｰ ﾂｨｨ090506, 06ｨｰ08ｨ 03ｨ 06ｨｴ ｨｨ ﾂｨｨｨｪｨｮ 09ｨｺ05ｨ 0ｨ 05ｨｰ06ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨ ｨｪｨｨ02 ｨｨ090060ｨｪ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0204 tfidf. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｬ02ｨｰ ｨｰｨ ｨｰ0907 n ｨｪ ｨｺ06ｨｬ070604ｨｨｨｰｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ 05ｨｰｨｨ0 ﾂｨｨ ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 ｨｰｨ ｨｺ0302 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｪｨ 0302ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨｪｨｰｨｪ ｨ 0604ｨｪｨ ﾂｨｨｨｬ ｨｺｨ ｨｺ MLSA ｨ 0502ｨｬｨ ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ0907 ｨｪ02 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ06ｨｦ ｨ 0502ｨｬ06ｨｦ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｬ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｬ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ0902, 09 ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ ｨ ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰ0609, ｨｰｨ ｨｪ04 09 ｨｪ02ｨ 0605ｨｹ0306ｨｬ ｨｪｨｰ02 ｨｰ02ｨｺ09ｨｰ0609, 0706ｨｪｨｨ0302ｨｪｨｨ02 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｨ 0ｨ 09ｨｰ ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨ 08ｨ ｨ ｨｪｨｨ07 06ｨｰ00205ｨｹｨｪ040 ｨｺ05ｨ 09ｨｰ ｨ ｨｮ0ｨｮｨｰ 09ｨ 03ｨｪ04 08ｨ 04ｨｪ0402 ｨｪｨ ｨ ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｺ02ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 060ｨｪｨｮ 00ｨｨ ｨｺ0609ｨｰｨｹ ｨｰ ｨｨ ｨｰ ｨｺ 0706ｨｰ ｨ 03ｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ 00ｨ 02ｨｬｨ 07 ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨ : ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪｨ 07 ｨｪｨ ｨ 05ｨｨ040609ｨｰｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｨ0 ｨｰ0208ｨｬ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ 04 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｹ ｨｪｨ ｨ 0608 ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｺｨ 03004ｨｦ ｨｰ02ｨｺ09ｨｰ 09 ｨｺ060807ｨｮ0902, ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09ｨｪ0203ｨｪ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨ 02ｨｬ06ｨｦ 04ｨ 0ｨ ﾂ02 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ, ｨｰｨｨ ｨｰ0208ｨｬ ｨｨ 05ｨｰ06ｨｬ ｨｰ02ｨｺ09ｨｰ04 ｨｪ ｨｰｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｰ06 ﾂｨｺｨｨ ｨｪ02ｨｺ06ｨｰ ｨｺ05ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ, ﾂｨｰ06 ｨｪ ｨ 02ｨｰ ｨｰ08ｨｮ0ｨｪ0609ｨｰ02ｨｦ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨ 0605ｨｹ0306ｨｦ ｨｺ05ｨ 0909 ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｺ06ｨｰ ｨｰ0802ｨ ｨｮ06ｨｰ ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｰ0605ｨｹｨｺ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｪｨｨ07 ｨｬ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 06ｨ ｨｺ06ｨｦ ｨｺ ｨｪｨｨ06 09ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨ ｨｮ002ｨｰ 06ｨ 0604ｨｪｨ ﾂｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ KTPB (key term proximity based) ﾂ ｨｰ0208ｨｬ , ｨｨｨｬ ｨｬｨ 05ｨｹｨｪ06, ﾂｨｰ06 ｨｬ ｨｪｨｨｨｬｨ 02ｨｬ ｨｬｨｪ ｨｰ0906ｨｬ ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ04, ｨｨ05ｨｨ, ｨｺｨ ｨｺ ｨｬ04 0ｨ ｨ ｨｮ002ｨｬ ｨｨ0 ｨｪｨ ｨ ｨｰｨｹ, ｨｬｨｪ ｨｰ0906 ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨ ｨｺ ｨｨ 0906 ｨｬｨｪ0600ｨｨ0 008ｨｮ00ｨｨ ｨ 0, ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ0506 ﾂ ｨｰ02 ｨｰ0208ｨｬ04, ﾂｨ 09ｨｰ06ｨｰｨ ｨｺ06ｨｰ ｨ ｨｪｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨ 02ｨｰ ｨｪ02ｨｺ06ｨｰ0608ｨｮ ｨｪ0606 ﾂｨ 09ｨｰ06ｨｰｨｮ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ 009ｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨｪ02ｨｦ ﾂｨ 09ｨｰ06ｨｰ ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ02 09 ｨｺｨ ﾂ0209ｨｰ ｨｪ02ｨｦ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰｨ ｨｰ0208ｨｬｨ ｨｬｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨｮ02ｨｬ06ｨｬｨｮ ｨｺ060807ｨｮ09ｨｮ ｨｰ060806ｨｬ ｨC ﾂｨ 09ｨｰ06ｨｰｨ ｨｰ0208ｨｬｨ 0706 ｨｪ02ｨｺ06ｨｰ060806ｨｬｨｮ 06 ﾂ02ｨｪｨｹ ｨ 0605ｨｹ0306ｨｬｨｮ ｨｺ060807ｨｮ09ｨｮ, ｨｰｨ ｨｴ02ｨｬｨｮ 09ｨ ｨｬ ｨ 04ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 0ｨ ｨｪｨｪ ｨｺｨ, 05ｨｨｨ 06, ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ, ｨｨ0 ｨｪ02ｨｺ0602 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬｨｪ ｨｰ ｨｪｨ ｨｺ ｨｰ09ｨｨ02 ｨ ｨｪ06 ｨｪ02 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｦ ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ ｨｬｨｪ0600ｨｨ0 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨｮ02ｨｬ040 ｨｺ060807ｨｮ09ｨ ｨｺ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 060ｨｪ ｨｪ0609ｨｰｨｹ06 ｨｰ02ｨｺ09ｨｰ ｨｪ 0708ｨｨ09060ｨｨ05 ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ0902 ｨｬｨｪ ｨｰ0906 ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨｺｨ ｨ ｨｹ 07ｨｮ09ｨｰ04ｨｬ ｨｹ 09ｨｺ ｨｬ04 04ｨｪｨ 02ｨｬ ｨｪ0606 ﾂｨ 09ｨｰ06ｨｰｨｮ f(t) ｨｰ0208ｨｬｨ t, ｨｬ04 ｨｬ060302ｨｬ ｨｪｨｨｨｰｨｹ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ0609ｨｰｨｹ ｨｪｨｨ07 p(d,t) 09 0ｨ ｨｪｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02 d. 03ｨｮ09ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ 09ｨｺ0506 ﾂｨ 02ｨｰ n(d) ｨｰ0208ｨｬ0609, ｨｨ04 ｨｪｨｨ0 n(d,t) ｨｰ0208ｨｬ0609 t ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｪｨｨ07 ﾂｨ 09ｨｰ06ｨｰ04 ｨｰ0208ｨｬｨ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02 ｨｬ0603ｨｪ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06, ｨ 09 n(d) ｨｨ090704ｨｰｨ ｨｪｨｨｨｦ 09 ｨ 0708ｨｨ0608ｨｪ06ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｮ ｨ f(t), ｨｬ ｨｮ ﾂｨｨｨｬ n(d,t) ｨｨ05ｨｨ ｨ ｨｮ ｨ ｨｺ ｨｨ ｨｰｨｪ06, 05ｨｰｨ ｨｰｨｪ0609ｨｰｨｹ 0209ｨｰｨｹ ｨｺｨｮｨｬｨｮ0507ｨｰｨｨ09ｨｪｨ ｨｰｨｪ0609ｨｰｨｹ ｨ ｨｨｨｪ06ｨｬｨｨｨ 05ｨｹｨｪ ｨ ｨｪｨｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ f(t) ｨｨ n(d). ﾁ02ｨｬ ｨｬ02ｨｪｨｹ0302 p(d,t), ｨｰ02ｨｬ 04ｨｪｨ ﾂｨｨｨｬ0202 ｨｰ0208ｨｬ t 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰ d ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨｪ ｨｪ07ｨｰｨｹ0907 ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0.03 p ( d, t) < (2) Nn( d) ｨｹ ｨ ｨｪｨ ｨ 09ｨｺｨ ﾂｨ 09ｨｰ ｨ ｨｨ08ｨ 02ｨｬ ｨ ｨｰｨｪ0609ｨｰｨｨ 0708ｨｨ ｨｺ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 00ｨｨ0706ｨｰ ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ040 00ｨｨ0706ｨｰ0204, ｨｺ06ｨｰ ｨｮｨ ｨｪ02ｨｪ06 ｨｺｨ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｮｨｬｨｪ060302ｨｪｨｪ0602 ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ0208ｨｬ ｨ ｨｪｨｪ06ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ0208ｨｬ04, ｨｮ ｨｰ ｨｴｨｨ02 ｨｺ08ｨｨｨｰ0208ｨｨ06 (2), ｨｰ 0906 ｨｬｨｪ ｨｰ0906 ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 0ｨ ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ. 08ｨ ｨｺ ｨ ｨｮ002ｨｰ 0607ｨｨ09ｨ ｨｪ06 ｨｪｨｨ0302, ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰ0204ｨ ｨｮ08ｨｮ09, ｨｴｨｨｨｦ ｨｪｨ ｨｬｨｪ ｨｰ0902 ｨｰ0208ｨｬ ｨｰｨｪ060302ｨｪｨｨ07 00ｨｨ0706ｨｪｨｨｨｬｨｨｨｨ ｨｨ 00ｨｨ070208ｨｪｨｨｨｬｨｨｨｨ ｨ ｨｮ002ｨｬ ｨｰ0802ｨ 0609ｨ ｨｰｨｹ, ﾂｨｰ06ｨ 04 ｨｪｨｨｨｺｨ ｨｺｨｨ02 009ｨ ｨｰ0208ｨｬｨ ｨｨ04 ｨｬｨｪ ｨｰ09ｨ ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｪ02 ｨ 0405ｨｨ ｨ ｨｪ04 06ｨｰｨｪ060302ｨｪｨｨ02ｨｬ 00ｨｨ070208ｨｪｨｨｨｬｨｨｨｨ. 06ｨｰ ｨｰｨｨ00ｨ 02ｨｰ ｨｮ06ｨｴ02ｨｦ ｨｮ0806ｨｦ ｨｨ09ｨ ｨｪｨｨ07: ｨｬ04 08ｨ ｨ 00ｨ 02ｨｬ ｨｰ0208ｨｬ ｨ 002ｨｪｨｹ06 ｨｨ0 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｨ 04ｨ ｨｰ02ｨｬ, 06ｨｰｨ ｨｨ08ｨ ｨｪ06ｨｬｨｮ ｨｰ0208ｨｬ04 ｨｨ04 05ｨｰ ｨｨ09ｨｺｨ 0906 ｨｬｨｪ ｨｰ0906 ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609, ｨｮ0ｨ ｨｬ ｨｨ ｨｨ09ｨｺｨ ｨｨ0706ｨｪｨｨｨｬ04 ｨｨ 00ｨｨ070208ｨｪｨｨｨｬ04 06ｨｰｨ ｨｨ08ｨ 02ｨｬ ｨｰ0208ｨｬｨ. 06ｨｰｨ ｨｮ08ｨ ｨｰ ｨｰ0907, 0706ｨｺｨ 0907ｨｨ0906ｨｺ ｨｪ02 09ｨｰｨ ｨｪ02ｨｰ 07ｨｮ09ｨｰ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｰ0802 ﾂｨ 05ｨｨ09ｨｹ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ ( ｨｮ ﾂｨ 02 ｨ 0605ｨｹ ｨｺ060807ｨｮ09ｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｰ0607ｨｴｨｨ0 ｨｨ04 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ), ｨｺ06000ｨ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｺ08ｨｨｨｰ0208ｨｨｨｦ (2) ｨｪ ｨｪ ｨｪｨｨ ｨｺｨ ｨｺ ｨｰ0208ｨｬｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 ｨ 08ｨ 05ｨｨ09ｨｹ ｨｺ0902ｨｬ04 ｨｰ02ｨｺ09ｨｰｨ. 05ｨｺｨ 0302ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰ06ｨｬ, ｨｺｨ ｨｺ ｨｰ060806ｨｬ ｨｬ02ｨｰ ｨ 09ｨｹ f(t) ｨｪｨｨ07 ｨ 0405ｨ ｨｰｨ 0905ｨｮ ﾂｨ ｨｦｨｪｨ ｨ 0608ｨｺｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ04 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ 06ｨ ｨｲ02ｨｬ06ｨｬ 06ｨｺ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｨ09ｨｺ0506 ﾂｨｨｨｰｨｹ ｨｺｨｰ ｨｮ ﾂｨ ｨｦｨｪ040 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ 03ｨ ｨｪ ｨｮｨｺｨｰｨｮｨ 02ｨｨｨｦ ｨｨ04 ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨ 0405ｨｨ 0904ｨｺｨｨｨｪｨｮｨｰ ｨｺ0902ｨｬ04, ｨｺ0506 ﾂ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ( ｨｪｨｪ ｨｬｨｮ ｨｬ02ｨｰ060ｨｮ) ﾂ ﾂｨ 09ｨｰ06ｨｰ ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ ｨｪ02ｨｺ0506 ﾂ020904ｨｬ 0502ｨｺ0902ｨｬｨ ｨｬ ｨｮ ﾂｨ 02, ｨｨ 76

77 ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ ｨｺ0902ｨｬｨ ｨｪ ｨｰ0802 ﾂｨ 05ｨ 09ｨｹ ｨｨ 05ｨｰｨｨ0 ｨｪ02ｨｺ0506 ﾂ ｨｺ0902ｨｬ, 04ｨｪｨ ﾂ02ｨｪｨｨ02 f(t) ｨ 08ｨ ｨｹ ｨｪ ｨ 09ｨｪ04ｨｬ /(3n), n ｨC 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02ｨｺ0506 ﾂ ｨｺ0902ｨｬ 09 05ｨｰ06ｨｬ ｨｺ060807ｨｮ ｨｰｨｬ02ｨｰｨｨｨｬ ﾂｨｰ06, 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨｨ09ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ0609 ｨｪ02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ ｨｨ09ｨｰｨ ｨｬｨｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｬｨ ｨｰｨｪ06, ﾂｨｰ06 ﾂｨ 09ｨｰ0402 ｨｪ0209ｨｬ ｨ 06ｨｺｨ 03ｨｮｨｰ ｨｨ ｨｺ0506 ﾂ ｨｪｨｨ02 ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｺ, ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ d ｨｬ04 04ｨｪｨ 02ｨｬ ｨｬｨｪ ｨｰ0906 ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 K(d) ｨｨｨｬ ｨｰｨ ｨｺ0302, ﾂｨｰ ｨｺｨ 03006ｨｦ 07ｨ 0804 ｨｰ0208ｨｬ0609 t ｨｨ t 2 ｨｬ04 ｨｬ060302ｨｬ ｨｨｨｰｨｹ ｨｬ0208ｨｮ ｨｨ0 ｨ 05ｨｨ040609ｨｰｨｨ P(t, t 2 ) (05ｨｰ06 ｨ ｨｮ002ｨｰ ｨｬ02ｨｰ06ｨｬ 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07) ｨ ｨ 05ｨｨ040609ｨｰｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 d ｨｨ d ｨ 03ｨ 02ｨｰ ｨｮ06ｨｴ02ｨｦ ｨｬｨｮ0506ｨｦ: P( d P( d, d,d 2 2 ) = P( d, d2) + P( d2, d) ) =, (3) n( d ) + n( d ) ﾆ t ﾊK ( d ) 2 n( d,t ) max P( t,s ). (4) s ﾊK ( d2 ) 02ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06, ｨｨ ｨｬ04 ｨｪ02 08ｨ ｨ 00ｨ 02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, ｨ ｨｬ060302ｨｬ 05ｨｨ03ｨｹ 0908ｨ 09ｨｪｨｨ09ｨ ｨｰｨｹ ｨｨ0 ｨｪｨ 08ｨ 0902ｨｪ09ｨｰ0906, ｨｰ06 ｨｬ0208ｨ (3) ｨ ｨｴｨ 02ｨｰ ﾆ ( n( d, t) + n( d2, t)) t ﾊK ( d ) ﾉK( d 2 ) PI ( d, d2) =, (5) n( d) + n( d2) ｨｰ ｨｰｨｹ ｨｰ06 09 ｨｬ0208ｨｮ ﾂ02ｨｪｨｨ07 ｨｬｨｪ ｨｰ09 ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 d ｨｨ d 2. 05ｨｬ ｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨｰ0208ｨｬ0609 ｨｬ060005ｨ ｨ 04 ｨ 04ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ0209ｨｰ0902ｨｪｨｪ ｨｪｨ 0708ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｪｨ 0609ｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ ｨ 00ｨｮ, ｨｰｨ ｨｴ02ｨｬｨｮ 05ｨｰ06ｨｰ ｨｰ0204ｨ ｨｮ08ｨｮ09, 06ｨｰ 060ｨｪ ｨｰ0208ｨｬｨ ｨｮ ｨ ｨｺ ｨｮ ｨｰｨｬ02 ﾂｨ ｨｹ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｮ0909ｨｺ ﾂｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨ 09ｨｰ0608ｨｮ ｨｪｨ ｨｦｨｰｨｨ ｨｪ02 ｨｮ0ｨ ｨｹ ｨｮ ﾂｨｪ06ｨｬ ｨ ｨｪｨｨｨｨ 09 08ｨ ｨｬｨｺｨ 0 06ｨｰ07ｨｮｨｴ02ｨｪｨｪ040 ｨｪｨ ｨｺｨｰ ｨｮ ﾂｨｹ ｨｨ0ｨｰｨｨ ｨｪ02 ｨｬ060005ｨ ｨｰ06ｨｬｨｮ ｨ ｨｪ06 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｬ02ｨｰ060ｨｨｨｺｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨ ｨｪ06ｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｮ ｨｨ0ｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 (0ｨ ｨｪｨ ｨ 02ｨｬ06ｨｦ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ0906ｨｬ). 08ｨ ｨｺ ｨｬ04 ｨｮ09ｨｨ0ｨｨｨｬ ｨｮ06ｨｴ02ｨｬ 08ｨ , 0609ｨｪ060906ｨｦ ｨ ｨｪｨｨ ｨｮ03ｨｨ05ｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ﾂｨ 09ｨｰ06ｨｰ ｨｬ0209ｨｰｨｪ ｨｪｨｨ07 ｨｰ0208ｨｬ ｨｰ02ｨｺ09ｨｰｨ 0, ﾂｨｰ ｨｨ050609ｨｹ 06ｨｰ08ｨ 0302ｨｪｨｨ02ｨｬ ｨｪｨ ﾂｨ 05ｨｹｨｪ06ｨｦ ｨｨ002ｨｨ 0ｨ ｨｪｨｪ ｨｺｨｰｨ 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609 ｨｬ060302ｨｰ 0609ｨｪ ｨ ｨｰｨｹ0907 ｨｪｨ 05ｨｰ06ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨｰ080602ｨｪｨｨ02 ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｺ0605ｨｹｨｺｨｮ 08ｨｮ ﾂｨｪ ｨｰ080602ｨｪｨｨ02 ｨｰ0204ｨ ｨｮ08ｨｮ ｨｰ0802ｨ ｨｮ02ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｮ , ｨｪ02060ｨｪ06ｨｺ08ｨ ｨｰｨｪ ｨ 00ｨ 05ｨｨ09ｨｹ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004, ｨｴｨｨ ｨ 09ｨ ｨｰｨｹ, ｨｰｨ ｨｺ 09ｨｺｨ 04ｨ ｨｰｨｹ, 04ｨ 0006ｨｰ0609ｨｺｨｮ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, 08ｨｮ ﾂｨｪ ｨｪｨｨ02 ｨｺ06ｨｰ060806ｨｦ ｨｰ ｨｮ080609ｨｪ ｨｰ0802ｨ 0609ｨ 0506 ｨ ｨ ｨｬ02ｨｪｨｹ03ｨｨ0 ｨｮ09ｨｨ05ｨｨｨｦ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 0609ｨｪ0609ｨ ｨｪｨｨ02ｨｬ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰｨｨ0 ｨｬ02ｨｰ ｨｰ0907 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬｨ 07 08ｨ ｨｨｨｰ0205ｨｹｨｪｨ 07 00ｨｨ0706ｨｰ0204ｨ [5], ｨ 00ｨ 06ｨｴｨ 07, ﾂｨｰ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪ0402 ｨｰ0208ｨｬ ｨｰ0802 ﾂｨ 06ｨｰ0907, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｬ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ ﾂｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｰ0208ｨｬｨｨｨｪｨ 00ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｦ ｨｨ 09ｨｨ05ｨｹｨｪ06 08ｨ 04ｨｪ07ｨｰ0907 ｨｮ 08ｨ 04ｨｪ040 ｨｨ ｨ ｨｰ020502ｨｦ. 0ｨ 0708ｨｨｨｬ0208, 09 [3] 09 05ｨｰ ｨｪ07ｨｰｨｨ02 09ｨｺ0506- ﾂｨ 02ｨｰ0907 ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨ ｨｺ0902ｨｬ, ｨｪｨ ｨｴｨｨ ｨ 05ｨｨ04ｨｨ 06ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 ｨｰ0208ｨｬ0609, ｨｪ06 ｨｰｨ ｨｺ0302 ｨｨ ｨｰｨｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08, 09 ｨｺ06ｨｰ ｨｰｨｨ ｨｰ0208ｨｬ ｨｰ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 0708ｨｨ ｨｹ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ0907 ﾂｨｨ09ｨｰ ｨｨ02ｨｨ06ｨｪｨｪ04ｨｬｨｨ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｪｨｨ07 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ (ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ = 00ｨ ｨｦ05 ｨｨ05ｨｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ = ｨ ｨ 04ｨ 02), ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪ02 ｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨ 0605ｨｹ03ｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｬｨ 0909ｨｨ ｨ ｨ 06ｨｰ02 [7] ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｴ02 060ｨｪ06, ｨ ｨｨ05ｨｹｨｪ0602, 00607ｨｮｨｴ02ｨｪｨｨ02, ﾂｨｰ06 ｨｰ0208ｨｬ04, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨ ﾂｨ 09ｨｰｨｪ04ｨｬ ｨｺ06ｨｪ020207ｨｰｨ ｨｬ (00ｨｨ0706ｨｪｨｨｨｬｨ ｨｬ) 0909ｨｰ0802 ﾂｨ 06ｨｰ ｨｬｨｪ ｨｰ0902 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ0609, 09 ｨｺ06ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ0907 ｨｰ0208ｨｬ04 ｨC ｨｨ0 06ｨ 06ｨ ｨｴ02ｨｪｨｨ07 (00ｨｨ070208ｨｪｨｨｨｬ04). 00 ｨｪｨ 0302ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｬ04 ｨｪ0209ｨｺ0605ｨｹｨｺ ｨ ｨ ｨｨ05ｨｨ 05ｨｰ ｨｮｨｴ02ｨｪｨｨ02, ｨｰｨｮ05ｨｨ080609ｨ 09, ﾂｨｰ06 ﾂｨ 09ｨｰ06ｨｰｨ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 00ｨｨ070208ｨｪｨｨｨｬ ｨｰ02ｨｺ09ｨｰｨ 0 ｨ 0605ｨｹ0302, ﾂ02ｨｬ ｨｮ 0506ｨ ｨｨ0 00ｨｨ0706ｨｪｨｨｨｬｨ. 04ｨｮ ﾂｨｪｨ ｨｺｨ ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｰｨｺｨ 0 08ｨｮ0909ｨｺ ﾂｨｪ040 07ｨ 08 00ｨｨ0706ｨｪｨｨｨｬ-00ｨｨ070208ｨｪｨｨｨｬ 0706ｨｺｨ 04ｨ 05ｨ, ﾂｨｰ ｨ ｨｴ02ｨｬ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ ｨｰ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｪｨ ｨｨｨｨ ｨｮｨｴｨｨｨｬ 00607ｨｮｨｴ02ｨｪｨｨ02ｨｬ ｨｪｨ ｨｬ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 00ｨｨ0706ｨｰ020406ｨｦ. 0209ｨｪ060906ｨｦ ｨｰ080602ｨｪｨｨ07 ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ ｨｮ03ｨｨ05ｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｬ0209ｨｰｨｪ06ｨｦ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 0502ｨｺ0902ｨｬ, ｨｺ06ｨｰ0608ｨ 07 09ｨｰ0806ｨｨｨｰ ｨ 0605ｨｹ0306ｨｬｨｮ ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ ｨｺ060807ｨｮ09ｨｮ, ｨｰｨ 09ｨｨｨｰ0205ｨｹｨｪ06ｨｬｨｮ ｨｺｨ ｨｨ05ｨｨ ｨｺｨ ｨｺ06ｨｦ-ｨｪｨｨｨ ｨｮ0ｨｹ 0708ｨｨｨｺ05ｨ 0ｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ. 05ｨｪｨ ﾂ02ｨｪｨｨ07 07 ﾂ0202ｨｺ 05ｨｰ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0204 p(l,l 2 ) 06ｨｰ08ｨ 03ｨ 06ｨｰ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ06 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ 0904ｨ ｨｨｨｬ0604ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｪｨｨ ｨｺ0902ｨｬ l ｨｨ l ｨｪｨｨ0 ｨｨ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｪｨｨ02 05ｨｰｨｨ0 0502ｨｺ0902ｨｬ ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ06 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ, ｨｰ ｨｰｨｪ0609ｨｰｨｹ 0909ｨｰ0802ｨｰｨｨｨｰｨｹ 06ｨ ｨｺ0902ｨｬ04 09 ｨｪ02ｨｺ06ｨｰ060806ｨｬ 060ｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02 08ｨ 09ｨｪｨ ｨｨ ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ 0909ｨｰ0802ｨｰｨｨｨｰｨｹ 09 ｨｪ02ｨｬ ｨｺｨ 030ｨｮ ｨｺ0902ｨｬｨｮ ｨｰ00205ｨｹｨｪ0609ｨｰｨｨ: df(l )df(l 2 )/N ｨｬ 09ｨ ｨｬ04ｨｬ, ｨｨ 09 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬ ｨｺ060807ｨｮ0902 0ｨ ｨｪｨｪ ｨｺ0902ｨｬ ｨｰ0802 ﾂｨ 06ｨｰ df(l,l 2 ) 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ ｨｪｨ - ﾂｨｨｨｬ0609ｨｰｨｨ ｨｨ 05ｨｰｨｨ0 0502ｨｺ0902ｨｬ ｨｬ0603ｨｪ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06, ｨ 09 N ｨｨ090704ｨｰｨ ｨｪｨｨｨｦ 09 ｨ 0708ｨｨ0608ｨｪ06ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｮ ｨ df(l )df(l 2 )/N 2, ｨｬ ｨｮ ﾂｨｨｨｬ df(l,l 2 ) ｨｨ05ｨｨ ｨ ｨｮ , ｨｰ.02. ｨｺｨｮｨｬｨｮ0507ｨｰｨｨ09ｨｪｨｮ ｨｰｨｪ0609ｨｰｨｹ ｨ ｨｨｨｪ06ｨｬｨｨｨ 05ｨｹｨｪ ｨ ｨｪｨｨ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ df(l )df(l 2 )/N 2 ｨｨ N. ﾁ02ｨｬ ｨｬ02ｨｪｨｹ0302 p(l,l 2 ), ｨｰ02ｨｬ 04ｨｪｨ ﾂｨｨｨｬ ｨｹ l ｨｨ l 2, ｨｨ ｨ ｨｰ0205ｨｹｨｪ06, ｨ 09ｨｪ06 08ｨ ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 00ｨｨ0706ｨｰ020402, ｨｰ02ｨｬ ｨ 05ｨｨ ｨｪｨｨ ｨｬ040905ｨｮ. 05ｨｪｨ ﾂ02ｨｪｨｨ07 07 ﾂ0202ｨｺ ｨｬｨ ｨｰ08ｨｨ0204 p(l,l 2 ) ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｬ02030ｨｮ 0502ｨｺ0902ｨｬｨ ｨｬｨｨ, ﾂｨｰ ｨｰ 04ｨ 07ｨｮ09ｨｰｨｨｨｰｨｹ ｨｪｨ ｨｬｨｪ ｨｰ ｨｺ0902ｨｬ ｨｮ08ｨｮ ｨ ｨｨｨｪｨ 08ｨｪ06ｨｦ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨ ｨｬ0208ｨ ｨｰｨｨ09ｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 08ｨ 03004ｨｦ ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 060ｨｪｨｮ ｨｨ05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｺ0902ｨｬ. 04ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 009ｨｮｨｬ07 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ 0209ｨｰｨｹ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｴｨｨｨｬｨｨ 09 ｨｪｨｨ0 0502ｨｺ0902ｨｬｨ ｨｬｨｨ (ｨｪｨ 07ｨ 08ｨ ｨｺ0902ｨｬ ｨｨ04 08ｨ 04ｨｪ040 ｨｺ05ｨ 09ｨｰ ) ｨｪｨ ﾂｨ 0506ｨｬ ｨｮ0804 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｺｨ 030ｨ ｨｺ0902ｨｬｨ 0209ｨｰｨｹ 060ｨｨｨｪ ｨｺ05ｨ 09ｨｰ ｨ ｨｺｨ 03006ｨｬ 03ｨ ｨｮ0804 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 009ｨ ｨｺ05ｨ 09ｨｰ0208ｨ 09 ｨｪｨ ｨｨｨｬ02ｨｪｨｹ03ｨｨｨｬ 08ｨ 0909ｨｰ0607ｨｪｨｨ02ｨｬ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ 0905ｨｨ09ｨ 06ｨｰ ｨｨｨｪ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｺｨ 03004ｨｦ ｨｺ05ｨ 09ｨｰ ｨｬｨｪｨｨｨｰ03, ｨｺｨ ｨｺｨｨ02 009ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 08ｨ ｨ 05ｨｨ ｨｮ08ｨ ｨ 02ｨｰ ｨｺｨ 0209ｨｰｨｹ ｨｺ05ｨ 09ｨｰ020804, 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｺ06ｨｰ060804ｨｬｨｨ ｨｬ02ｨｪｨｹ0302 0,03, ｨｪｨｪ0602 ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺ0902ｨｬ 09 ｨｺ09ｨ 008ｨ ｨｰ02, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 06ｨ 04 ﾂｨｪ ｨ ｨｨ08ｨ 02ｨｬ06ｨｬｨｮ ｨｮ ｨｰｨｪ0609ｨｰｨｨ 0708ｨｨ ｨｺ02 09ｨｰｨ - 77

78 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 00ｨｨ0706ｨｰ ｨ 09ｨｺ06ｨｦ ｨｪｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ040 00ｨｨ0706ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ02 05ｨｰ06ｨｦ ｨｮ ｨ 08ｨ 04ｨｮ02ｨｰ0907 ｨｪｨ ｨ 0608 ｨ ｨｨｨｪｨ 08ｨｪ ｨｹ0209, 05ｨｨ09ｨｰｨｹ07ｨｬｨｨ ｨｺ06ｨｰ ｨｰ ｨｺ0902ｨｬ ｨｰ0208ｨｬｨｨｨｪｨ 05ｨｹｨｪ0402 ｨｮ ｨｹ0209 ｨｬ0600ｨｮｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ ｨｺ06ｨｪ020207ｨｰ04, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 09ｨｨｨｪ06ｨｪｨｨｨｬｨｨ ﾂ0209ｨｺｨｨｨｬ 0008ｨｮ0707ｨ ｨｬ ｨｨ 0706ｨｪ07ｨｰｨｨ07ｨｬ00ｨｨ070208ｨｪｨｨｨｬｨ ｨｬ 09 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 0, ｨｰ080602ｨｪｨｪ ｨｮ ﾂｨｪｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 00ｨｨ0706ｨｰ020406ｨｦ ｨｬ04 ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｬ02ｨｰｨｺｨｨ 05ｨｰｨｨ ｨｨ070208ｨｪｨｨｨｬ0609 ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0 09ｨ ｨｬ040 ﾂｨ 09ｨｰ040 (ｨｨｨｬ0206ｨｴｨｨ0 09ｨ ｨｬｨｮ06 ｨ 0605ｨｹ03ｨｮ06 f(t)) 0502ｨｺ0902ｨｬ-00ｨｨ0706ｨｪｨｨｨｬ ｨｨ ｨｹ040609ｨ ｨｰ ｨｪ02 060ｨｪｨｮ 09ｨ ｨｬｨｮ06 ﾂｨ 09ｨｰｨｮ ｨｺ0902ｨｬｨｮ, ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ ｨｺ0902ｨｬ, ﾂｨｰ06ｨ 04 ｨｮ ﾂ0209ｨｰｨｹ ｨｬ0603ｨｪｨｮ06 ｨｪ02ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 00ｨｨ0706ｨｰ ｨｨｨｬ02ｨｪｨｪ06, ｨｨ ｨｰｨｹ ｨｬ02ｨｰｨｺｨｨ ｨｰ08ｨｨ 09ｨ ｨｬ040 ﾂｨ 09ｨｰ ｨｺ0902ｨｬ, ｨｰ06 05ｨｰ ｨｨ 09ｨｺｨ 0302ｨｰ0907 ｨｪｨ 0706ｨｪ07ｨｰｨｪ0609ｨｰｨｨ 0706ｨｬ02ｨｰｨｺｨｨ, ｨｪ06 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮｨｬ02ｨｪｨｹ03ｨｨｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｮ07ｨｮ09ｨｰｨｨｨｰｨｹ , ｨｪｨ ｨｨｨ ｨｰ06 ﾂｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｬ02 ﾂｨ 02ｨｬ06ｨｬｨｮ ｨｨ070208ｨｪｨｨｨｬｨｮ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09, ｨｰ080602ｨｪｨｪ04ｨｦ ｨｪｨ 0609ｨｪ ｨｰ06ｨｦ ｨ 0608ｨｺｨｨ ｨｨ04 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ, ﾂｨｰ06 ｨ 0405ｨ ｨｨ ｨｹ040609ｨ ｨｪｨ ﾂｨｨ090502ｨｪｨｨ ｨｪｨｨ0 ﾂｨ 09ｨｰ06ｨｰ 0502ｨｺ0902ｨｬ. 02ｨｪ ｨｮ ﾂｨｨ ｨｰ0607ｨｴｨｨｨｬ ｨｨ ｨｰ00205ｨｹｨｪ ｨｹ ｨ ｨｴｨｨｨｬ ﾂｨｨ090506ｨｬ ｨｪ02ｨｰ0208ｨｬｨｨｨｪｨ 05ｨｹｨｪ040 ｨｮ ｨｰｨ 05ｨｹｨｪ0602 ｨｨ04ｨｮ ﾂ02ｨｪｨｨ ｨｨｨｬ ｨｺｨ 04ｨ 0506 ｨｪｨ ｨｮ0ｨｨ090502ｨｪｨｨ ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰｨ ｨｪｨｨ07ｨｬ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ , 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｬ ｨｪｨ 04008ｨ 0906ｨｬ 09ｨｬ , ｨ ｨｰ07ｨｴ ｨｰ ｨ 07 08ｨ ｨｨｨｰ0205ｨｹｨｪｨｮ06 ｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪｨｮ06 00ｨｨ0706ｨｰ ｨｨ ｨｰ08ｨ 02ｨｨｨｨ 0708ｨｨ ｨｬ ｨｰ08ｨｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨ 08ｨ ｨｪｨｪ ｨ, ｨｺ06ｨｰ ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ06ｨｰ ｨｪｨｪ06 08ｨ 0405ｨｨ ﾂｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ ｨｦ09ｨｰ09ｨ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 09 08ｨ 04ｨｪ ﾂｨ 09ｨｰ ｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 05ｨｨｨｪ02ｨｦｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｪｨ ｨｺｨ 03006ｨｬ ｨｮ080609ｨｪ02 ｨｺ 08ｨ 09ｨｰｨｮｨｴ02ｨｬｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｮ 0708ｨｨ ｨｨｨｪ0706ｨｰ ｨｪ06ｨｦ ｨ ｨｨ ｨ ｨ 0502ｨｺｨｨ02 06ｨｰ ｨｪｨｰ08ｨ 0502ｨｺ0902ｨｬ04, ｨｮ06ｨｴ02ｨｬ ｨｺ02: ｨ 0802ｨｪ0ｨ, ｨｺ09ｨ 08ｨｰｨｨ08ｨ, 090ｨ 09ｨ ｨｰｨｹ, ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｹ, ｨｺ06ｨｬｨｪｨ ｨｰｨ, 0600ｨｨ09, ｨｺｨｮ0ｨｪ07, ｨｪ ｨｰ0806ｨｦｨｺｨ, ｨｺ06ｨｬｨｪｨ (?), ｨｺ06ｨｬｨｪｨ ｨｰｨｪ04ｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ 0706ｨｬ02ｨｰｨｺｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｨ0706ｨｪｨｨｨｬ ｨｨ090060ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: [ｨｺ09ｨ 08ｨｰｨｨ08ｨ, ｨ 0802ｨｪ0ｨ ] - > [ｨｺ09ｨ 08ｨｰｨｨ08ｨ, ｨ 0802ｨｪ0ｨ, 090ｨ 09ｨ ｨｰｨｹ] -> [ｨｺ09ｨ 08ｨｰｨｨ08ｨ, ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｹ, ｨ 0802ｨｪ0ｨ ] -> [ｨｺ09ｨ 08ｨｰｨｨ08ｨ, ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｹ, ｨ 0802ｨｪ0ｨ ] -> [0600ｨｨ09, ｨｺ09ｨ 08ｨｰｨｨ08ｨ, ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｹ]. 0206ｨ ｨ ｨｪｨｨ02 ﾂ02ｨｰ ｨｪｨｨ0 0502ｨｺ0902ｨｬ ｨｪ02 ｨｬ02ｨｪ0702ｨｰ 0706ｨｬ02ｨｰｨｺｨｮ ｨ ｨｴｨｨ0 ｨｮ ｨｰ06ｨｰ ｨｺ06ｨｬ070502ｨｺ ｨｺ0902ｨｬ ｨｰｨ ｨｰ ｨｬ 00ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｹ03, ｨｺ06ｨｰ ｨｨ ｨｬ02ｨｰｨｺｨｮ. 00ｨｨ0ｨｪ06, ﾂｨｰ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ 06ｨｰｨｪ060302ｨｪｨｨ07 00ｨｨ070208ｨｪｨｨｨｬｨｨｨｨ 09 06ｨ 04 ﾂｨｪ06ｨｬ 0706ｨｪｨｨｨｬｨ ｨｪｨｨｨｨ, ｨｮ ｨｪｨ 09 05ｨｰ06 06ｨｰｨｪ060302ｨｪｨｨ02 ｨｬ060302ｨｰ ｨ ｨｰｨｹ 08ｨ 04ｨｪ0402 ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ. 00ｨｰ060806ｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｰｨｮ06 ｨ ｨｨｨ 02ｨｨ ｨ ｨｮ0802ｨｪｨｨ02 ｨｨ ｨ ｨｮ ｨｦ ｨｨ, ｨｰｨｪ06, ｨｪ02 ｨ 0405 ｨ ｨｰ080602ｨｪ, ｨｨ ｨ ｨ ｨ 05ｨｨ09ｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｨ ｨｪｨｨ06 ｨｺ ｨｪ0608ｨｬｨ 05ｨｹｨｪ06ｨｦ ｨｬ02, ｨｪ06 ｨｨ 09ｨｰ02ｨｬｨｬｨｨｨｪ00ｨｮ (08ｨ ｨｪｨ 09ｨ ｨｪｨｨ06 060ｨｪ06ｨｺ060802ｨｪｨｪ ) ｨ ｨｪｨｨｨｨ ｨ 09ｨｰ0608ｨ ｨｪ02 ｨ ｨｮ0909ｨｺ ﾂｨｪ ｨｰ02ｨｬｨｬ0208ｨ ｨC ｨｹ ｨｺｨ ｨｺ 08ｨ 04 ｨｨ ｨ 05 ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09. 0ｨ ｨｺ06ｨｪ0202, ｨｰ0802ｨｰｨｨｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰ 0ｨ 02ｨｰ 0708ｨｨｨｬ ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ, 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ06ｨｴ ｨｰｨ ｨｺ ｨｹｨｬｨ 08ｨ 04ｨｮｨｬｨｪｨｮ06 09ｨｬ ｨｮ ｨｬ02ｨｰｨｺｨｮ ｨｨ070208ｨｪｨｨｨｬ0609 (08ｨｨ09. ). 06ｨｪ06000ｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｺ0902ｨｬ ｨｪｨ ｨｪｨｨ04ｨｺｨｨ0 ｨｮ080609ｨｪ070 ｨｨ0208ｨ 080ｨｨｨｨ, ｨｺｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｺ0902ｨｬ 0907ｨ ｨｪｨｨ0205ｨｹ ｨｨ ｨｬｨ 09ｨｰｨｨ00, ｨｰ ｨ 0605ｨｹ0306ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 0905ｨｮ- ﾂｨ ｨｦｨｪ0609ｨｰｨｨ. ﾁｨ 09ｨｰ ｨｰ080602ｨｪｨｪ06ｨｬ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ0902 ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ 06ｨｺｨ ｨ 06ｨｰ ｨｺ0902ｨｬ04, ｨｪ ｨ ｨｪｨｪ0402, 09ｨｰ , ｨｺｨ ｨｺｨｨｨｬｨｨ-ｨｰ ｨｰ ｨｬｨ 05ｨｨ04ｨｮ02ｨｬ04ｨｬｨｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ 06ｨｰｨｪ060302ｨｪｨｨ07ｨｬｨｨ, ｨｪ06 06ｨ 05ｨ 0ｨ 06ｨｴｨｨ ｨ 0302ｨｪｨｪ06ｨｦ ｨｨｨｪｨｰｨｮｨｨｨｰｨｨ09ｨｪ06ｨｦ 09ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｹ06 ｨC ｨｺｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, 00ｨｴ02ｨｪ06ｨｺ03 ｨｨ ｨ ｨ ｨｪｨｨ02 05ｨｰ ｨ ｨ ｨｰ06 ﾂｨｪ ｨｨｨｬ 0706ｨｪ07ｨｰｨｨ07 ｨｰ0208ｨｬｨ ｨｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｪｨ 0302ｨｬ ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｮ ｨｪｨ 09 ｨｮ0405ｨｮ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨC ｨｰ ｨｺ0902ｨｬ02 ｨｨ05ｨｨ 00ｨｺ06ｨｪ020207ｨｰｨｮ03, 09ｨｺ0506- ﾂｨ 06ｨｴ02ｨｬｨｮ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｺ0902ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ ﾂｨ 09ｨｰ06ｨｰｨ ｨｺ06ｨｪ020207ｨｰｨ 09 ｨｺｨ ｨｺ06ｨｬ-05ｨｨｨ 06 ｨｰ02ｨｺ09ｨｰ ｨｰ0907 ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ ﾂｨ 09ｨｰ06ｨｰ ｨｴｨｨ0 09 ｨｪ ｨｺ0902ｨｬ. 0905ｨｨ040609ｨｰｨｹ ｨｰ0208ｨｬ ｨｰ0907 ｨｺｨ ｨｺ P(t, t 2 ) = /( +05D(t, t 2 )), D(t, t 2 ) ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｰ0208ｨｬｨ ｨｬｨｨ ｨ 0002 ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, D(t, t 2 ) = ﾞ ｨｰ0208ｨｬ0609 ｨｨ04 08ｨ 04ｨｪ ｨｹ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨ ｨｪ07ｨｰｨｨ07 ｨｰ0208ｨｬｨ, 08ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｬ02030ｨｮ ｨｰ0208ｨｬｨ ｨｬｨｨ ｨｨ 0904 ﾂｨｨ ｨｬ ｨｪｨ ｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｬ02030ｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ, ｨｬ04 ｨｬ060302ｨｬ ｨｬｨ 05ｨｹｨｪ ｨｨｨｰｨｹ ｨｪｨ 03ｨｮ ｨｮ08ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ﾂｨｰ06 ｨｬ04 ｨｨ ｨ 02ｨｬ ｨｮ06ｨｴ02ｨｬ 08ｨ ｨｴ02ｨｪ06ｨｺ 0906ｨ ｨ ｨｺｨ ｨｴ02ｨｪ06ｨｺ 0906ｨ ｨ ｨｺｨ ｨ ｨｴ02ｨｪ06ｨｺ ｨ 0906ｨ ｨ ｨｺｨ 0906ｨ ｨ ｨｺｨ ｨ ｨｴ02ｨｪ06ｨｺ 0609 ﾂｨ 08ｨｺｨ ｨｰ0208ｨｹ ｨ ｨｪｨｨ0205ｨｹ 0609 ﾂｨ 08ｨｺｨ ｨｰ0208ｨｹ ﾂｨ 08ｨｺｨ ｨｰ0208ｨｹ ｨ ｨｪｨｨ0205ｨｹ 0802ｨｰ08ｨｨ ｨ ｨｪｨｨ0205ｨｹ ｨｬｨ 09ｨｰｨｨ ﾂｨ 08ｨｺｨ ｨｰ0208ｨｹ ｨ ｨｪｨｨ0205ｨｹ ｨｬｨ 09ｨｰｨｨ00 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, ｨｰ080602ｨｪｨｪ ｨｪｨ 0904ｨ 0608ｨｺ02 ｨｨ04 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0004 ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｰｨｮ06 ｨ ｨｬ0208ｨ ｨｰｨｨ09ｨｪｨｮ ｨｮ08ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 00 ｨｪｨ ﾂｨ 0502 ｨｺｨ 03004ｨｦ ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｪ 060ｨｪｨｨｨｬ ｨｰ02ｨｺ09ｨｰ06ｨｬ. 0ｨ ｨｺｨ 03006ｨｬ 03ｨ ｨｰ06ｨｦ ｨｮ ｨ 08ｨ ｨｺ05ｨ 09ｨｰ , ｨ 05ｨｨ040609ｨｰｨｹ ｨｬ02030ｨｮ ｨｺ06ｨｰ060804ｨｬｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ, 0905ｨｨ09ｨ 06ｨｰ ｨｨｨｪ. 0308ｨｨ ｨｪｨｨｨｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｺ05ｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰ04, ｨｰｨ ｨｴｨｨ02 ｨｺ05ｨ 09ｨｰ0208, 0905ｨｨ09ｨ 06ｨｰ ｨｨｨｪ ｨｰ02ｨｺ09ｨｰ, ｨｰｨ ｨｺ ﾂｨｰ06 ｨｬ0208ｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｺ05ｨ 09ｨｰ ｨｰ0907 ｨｺｨ ｨｺ ｨ 05ｨｨ040609ｨｰｨｹ ｨｨ ｨｺｨｮ07ｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｨ07ｨｪｨｨ07 ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ ｨｰｨｨ0302ｨｪｨｨｨｨ 04ｨ 0ｨ ｨｪｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ , 05ｨｨｨ ｨｨ ｨｪ02ｨｪｨｨｨｨ ｨ ｨｪ ｨｺ08ｨｨｨｰ0208ｨｨ07, ｨｺ06ｨｰ060804ｨｦ ｨｬ04 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｮ06ｨｴ02ｨｬ 08ｨ ｨｦ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ ｨ 08ｨ 05ｨｨ 009ｨ ｨｰ06 ﾂｨｪ06 ｨｰｨ ｨｺｨｨ ｨ ｨｨｨｰｨｬｨ, ｨｪ06 ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ02 ｨｬ02ｨｰ08ｨｨｨｺｨｮ 0209ｨｺ05ｨｨ00609ｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｪｨｨ07 ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ ( ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 05ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨ09ｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｬ02ｨｰ060ｨ ｨｬｨｨ MSEL ｨｨ MLSA, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨC 09ｨｬ. 08ｨ ). 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ 09 78

79 ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨｨｪｨｰ ｨ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ ｨｨ ｨｪ02ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ ｨｺ ｨｪｨｨ06 ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｬ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨｮ ﾂｨ 070 ｨｨ ｨｹ040609ｨ 05ｨｨ 060ｨｨｨｪ ｨｨ ｨｰ06ｨｰ 0302 ｨ ｨ ｨｦ ｨ ｨｨｨｰｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 0808ｨｨｨｰ0208ｨｨｨｨ 05ｨｰ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｪ ｨｪ ｨｺ060807ｨｮ09ｨ ｨｰ02ｨｺ09ｨｰ0609 ｨ ｨｮ0ｨｮｨｰ 06ｨ 09ｨｮ030ｨ ｨｰｨｹ ｨｮ06ｨｴ02ｨｬ 08ｨ ｨｨｨｰ0208ｨｨｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｰ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ 08ｨ ｨｺ ｨｮ ｨｨ050609ｨｹ ｨｪｨｨｨｨ, ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｪｨ 06ｨ 05ｨ 0ｨ ｨｰｨｹ 009ｨｮｨｬ ｨｦ09ｨｰ09ｨ ｨｬｨｨ , 06ｨｪｨ ｨｪｨ 0008ｨｮ0707ｨｨ080609ｨ ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｨ0 09ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｹ06, ｨｨ, ｨｰ , ｨｪｨ ｨｰｨ ｨｰｨｹ ｨｰ09ｨ ｨ ｨｪｨｨ07 ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｪ02ｨｺ06ｨｰ060804ｨｬｨｨ 0706ｨｪ07ｨｰｨｪ04ｨｬｨｨ ﾂ ｨｺｨ 0706ｨｬ02ｨｰｨｺｨ ｨｬｨｨ, ｨ 06ｨｴｨｨｨｬｨｨ 09ｨｬ ｨｰ05ｨｨ- ﾂｨｨ02 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｪ06ｨｬ ｨｺ05ｨ 09ｨｰ ｨｰ 0609ｨｰｨ 05ｨｹｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨ 0302ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｺｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨｨ09ｨ ｨｹ 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 06ｨ 06ｨｨ0 05ｨｰｨｨ0 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｪｨ ｨｺ06, ｨｨ ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 00607ｨｮ09ｨｺｨ 02ｨｰ (006ｨｰ07 ｨｨ ｨｺｨ ｨｬｨｨ ｨC 09ｨｬ. ｨｪｨｨ0302) 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｮ ｨｬｨ 05ｨｨ04ｨ 02ｨｨ06 ｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ02ｨｪ ﾂｨｨ090502ｨｪｨｪ06, ｨｰ06 09ｨｰ060806ｨｦ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ, ｨｨ0ｨｨｨｬ06ｨｬｨｮ, ｨｪ02ｨｪ ｨｰ0605ｨｹｨｺ06 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06 ｨｪｨ 0609ｨｪ ｨｬｨｪ02ｨｪｨｨ07 05ｨｺ ｨｰ ｨｪｨｨ09ｨ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｪｨｮｨｰ0802ｨｪｨｪ02ｨｦ 09ｨｬ ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0802 ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ ｨ ｨｨｨｬ02ｨｪ02ｨｪ ｨｮ06ｨｴｨｨｨｦ ｨｪ06 ｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ06ｨｦ ｨｨ 05ｨｨ03ｨｹ ｨｪｨ ｨ ｨｰ02ｨｺ09ｨｰ0609, 09ｨｪｨ ｨ 0302ｨｪｨｪ ｨｪ04ｨｬ a priori 09ｨｬ ｨｬ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ060806ｨｬ ｨｪｨｺｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｮ ﾂ02ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｨ 09ｨｬ ｨｺ05ｨ , ｨｪｨ ｨｺ06ｨｰ ｨ 04ｨ ｨｨｨｰ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ04ｨｦ ｨｺ060807ｨｮ09, 0708ｨｨｨｬ02ｨｪ0705ｨ 09ｨｹ ｨｬ0208ｨ 0904ｨ ｨｨｨｬｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 002ｨｪｨｪ06ｨｪｨ. 06ｨｰｨ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ02ｨｬｨ ｨｪｨｺｨ 0ｨ 02ｨｰ ｨｬ06ｨｦ 06ｨｰ0902ｨｰ ｨｪｨ , 09ｨｺ0605ｨｹｨｺ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ 060ｨｪ06ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ0802 (09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02 ｨC ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｬ ｨｺ05ｨ 0909ｨ ) ｨｨｨｰ ｨｮ0006ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ0802 (ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ) ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ02ｨｺ09ｨｰ0609 ｨｨ04 09ｨｬ ｨｺ05ｨ 0909ｨ i 06ｨｰｨｪ020902ｨｪｨｪ040 ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨｮ j 06ｨ 0604ｨｪｨ ﾂｨｨｨｬ ｨｺｨ ｨｺ m(i, j), ｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ ｨ ｨｨｨｬｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ ｨｮ002ｨｰ ｨｰｨｹ0907 ｨｺｨ ｨｺ IG = ﾆ ﾆ 6ﾓ i ﾆ j j q( i, j) log q( i, j) 6ﾓ q ( j) log q ( j), 2 2 ﾆ i q ( i) log q ( i) 6ﾓ (6) m( i, j) q ( i, j ) =, q( i) = ﾆ q( i, j), q2 ( j) = ﾆ q( i, j) N. j i 00ｨｨ0ｨｪ06, ﾂｨｰ06, ｨｨ 06ｨｰｨｪ020902ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰｨ ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨｮ ｨｨ 09ｨｬ ｨｬｨｮ ｨｺ05ｨ 0909ｨｮ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ, ｨｰ06 q(i, j) ﾖ q (i)q 2 (j) ｨｨ IG ﾖ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ04 ｨｺｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0708ｨｨｨｪｨ ｨ ｨｰ ｨｰ0605ｨｹｨｺ06 060ｨｪ06ｨｬｨｮ 09ｨｬ ｨｬｨｮ ｨｺ05ｨ 0909ｨｮ, ｨｰ06 IG 08ｨ 09ｨｪ06 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｬ0603ｨｪ06ｨｬｨｮ 04ｨｪｨ - ﾂ02ｨｪｨｨ06, 08ｨ 09ｨｪ06ｨｬｨｮ 05ｨｪｨｰ080607ｨｨｨｨ 08ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ: max = 6ﾓ ﾆ i IG q ( i) log q ( i) (7) ｨｪ02 ﾂｨｪ06, ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 0902ｨ 02 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ ｨｰｨ ｨｺｨ ｨｪｨｺｨ 06ｨｺｨ 0302ｨｰ ｨｹｨｬｨ ｨｪ06ｨｦ. 0ｨ 0708ｨｨｨｬ0208, ｨｬ04 006ｨｰｨｨｨｬ 04ｨ 07ｨｮ09ｨｰｨｨｨｰｨｹ ｨｰｨ ｨｺ06ｨｦ ｨｰ0209ｨｰ ｨｪｨ ｨｺ060807ｨｮ ｨｰ ｨｺ05ｨｨ02ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｰｨｨｨｪｨｨ ﾂｨｪ040 ｨｮ0905ｨｮ00, ｨｺ06ｨｰ ｨ 08ｨ ｨｪ ｨｰｨｪ020902ｨｪ04 ｨｺ 09ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ ｨｨｨｰ0205ｨｹｨｪ040203, 00ｨｪ02ｨｦｨｰ08ｨ 05ｨｹｨｪ ｨｨ 0006ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ ｨｪｨｺｨｨ. 020ｨｪｨ ｨｺ ｨｪ02 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ, ﾂｨｰ ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 08ｨ 0406ｨ ｨｹ02ｨｰ 06ｨｰ ｨｪｨ 04ｨ ｨｬ02 ﾂｨ ｨｪｨｨ07 06 ｨｺｨ - ﾂ0209ｨｰ ｨｨｨｰｨ ｨｪｨｨ07, ｨｰ0205ｨｹｨｪ ｨ 0205ｨｹ07 ｨｨ ｨｮ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｪｨ 05ｨ, ﾂｨｰ06 ｨｰｨ ｨｺ0302 ｨ ｨｮ002ｨｰ ｨ 002ｨｺ09ｨ ｨｰｨｪ04ｨｬ 09ｨｬ ｨｬ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ02ｨｬ, ｨｪ ｨｨｨｬ 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨ07 IG. 0602ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨｬ0603ｨｪ06 ｨｪｨ 00207ｨｰｨｹ0907, ﾂｨｰ06 ｨｰｨ ｨｺｨ ｨｪｨｺｨ ｨ ｨｮ002ｨｰ 08ｨ 04ｨｮｨｬｨｪ06ｨｦ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ ｨｨ 02ｨｴ02 060ｨｪ06ｨｬ ｨｮ ｨｨｨｨ. 08 ｨｨｨｬ02ｨｪｨｪ06, 05ｨｪｨｰ080607ｨｨ07 08ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ ｨｪｨ ｨｪ ｨｨ03ｨｺ06ｨｬ 06ｨｰ05ｨｨ- ﾂｨ ｨｰｨｹ ｨｰ 05ｨｪｨｰ080607ｨｨｨｨ 08ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｨ ｨｺ05ｨ 09ｨｰ ﾂ02ｨｪｨｹ ｨｬｨｪ ｨｨ 06ｨｪｨｨ 06 ﾂ02ｨｪｨｹ ｨｬ0205ｨｺｨｨ02 ( ｨｹｨｪ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ ｨC ｨｺｨ 03004ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨC 060ｨｨｨｪ ｨｺ05ｨ 09ｨｰ0208), ｨｰ06 IG ｨ 06ｨｬ 0905ｨｮ ﾂｨ 02 ｨ ｨｮ002ｨｰ ｨ 05ｨｨ04ｨｺｨ ｨｺ IG max ｨｨ 0302 ｨｺ05ｨ 09ｨｰ ｨ ｨｬ02ｨｪｨｹ0302, ﾂ02ｨｬ 09ｨｬ ｨｺ05ｨ , ｨｰ06 ｨｪ ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ 00609ｨｰｨｨ ﾂｨｹ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ04 ｨｺｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0708ｨｨｨｪｨ ｨ ｨｰ ｨｰ0605ｨｹｨｺ06 060ｨｪ06ｨｬｨｮ 09ｨｬ ｨｬｨｮ ｨｺ05ｨ 0909ｨｮ ｨｨ IG ｨ ｨｮ002ｨｰ ｨ 09ｨｨ05ｨｹｨｪ06 ｨｬ02ｨｪｨｹ0302 IG max. 05 ｨｮ ﾂ02ｨｰ06ｨｬ 05ｨｰ ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ09ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｰｨ ｨｪ0609ｨｺｨｨ ｨ ｨｨｨｰｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨ 08ｨ ｨｪ06 ｨｪ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ , ｨ 05ｨｪｨｰ080607ｨｨ07 08ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ ｨｨｨｰｨｬ ( ｨｨ04ｨｮ ﾂｨ 02ｨｬ040 09ｨ 08ｨｨｨ ｨｪｨｰｨ 0) 0609ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ0907, ｨｺｨ ｨｺ ｨｰ0605ｨｹｨｺ06 05ｨｰｨ 05ｨｪｨｰ080607ｨｨ07 09ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨｬ02ｨｪｨｹ ｨｪｨｰ080607ｨｨｨｨ 08ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0708ｨｨ00060ｨｪ ｨｦ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ ｨｪ ｨ ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ04, 04ｨ 08ｨ ｨｪ ｨ ｨｪｨｪ ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ ｨｬ02 ｨｰ060006, ｨｹ06 ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｪｨｨ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ060ｨ KTPB 09 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ02ｨｦ ｨｪｨ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ ｨｨｨｬ ｨｦ09ｨｰ09ｨ ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ 0, ｨｰｨ ｨｴｨｨ0 09 ｨｰ ｨｬ07 ｨｪｨ ｨｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｪ ｨ 05ｨ 09ｨｰｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 06ｨｰｨｨ 009ｨ ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 08070ｨｮ ｨｬ0603ｨｪ0609ｨｰｨｹ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｦ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ040, ｨｰｨ ｨｬ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09, ｨｨ05ｨｨ ｨｮ06ｨｴｨｨｨｦ 0904ｨ 0608 ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ090609: ｨｮ09 Wl. 0505ｨｮ ﾂｨ ｨｦｨｪｨ ｨ 0608ｨｺｨ ｨ -0908ｨ ｨｪｨｨ02 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ 06ｨ ｨｴｨｨｨｬ 06ｨ ｨｲ02ｨｬ06ｨｬ 4.2 MB. 0ｨ 05ｨｰ06ｨｦ 0904ｨ 0608ｨｺ02 04ｨ 0ｨ ｨｪ04 08ｨｮｨ 08ｨｨｨｺｨｨ ｨｬｨｪ060006ｨｮ080609ｨｪ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｮｨ 08ｨｨｨｺｨ ｨｰ0608ｨ 08ｨｪ002ｨｺ09ｨ ｨｰ06ｨｬ ｨｺ060807ｨｮ0902 ｨ ｨｰｨ ｨｪ ｨｺ06ｨｮ080609ｨｪ ｨｮｨ 08ｨｨｨｺ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ. 06ｨｰ ｨ 0608ｨｺｨ ｨｨｨｬｨｨｨｰｨｨ08ｨｮ02ｨｰ, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｨｨｰｨｮｨ 02ｨｨ06, ｨｺ06000ｨ ｨｪｨ 006 ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨｨ04ｨｺ ｨｨ00ｨｨ ﾂｨｪ ｨ ｨ ｨｺ ｨｺｨ ｨｺ06ｨｬｨｮ-05ｨｨｨ 06 ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ 008ｨ ｨｪｨｨ05ｨｨｨｴｨｮ ｨｮ09 Wh. 06ｨ ｨ 0608ｨｺｨ, ｨｪ06 09 ｨ ｨ ｨｪ06ｨｦ 08ｨ 04ｨ ｨｨ09ｨｺ06ｨｦ ｨｬ ｨｬ ｨｺ05ｨ 0909ｨ ｨｬ (ｨ ｨｪｨｨ04ｨｺｨｨ02 ｨｮ080609ｨｪｨｨ 08ｨｮｨ 08ｨｨｨｺｨ ｨｰ0608ｨ ) ｨC 59 ｨｺ05ｨ ｨｮ09 Ql. 0ｨ ｨ ｨｰ08ｨ ｨｪｨｨ02 ｨｨ ｨ 0608ｨｺｨｨ 08ｨｮ0909ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰｨ, ｨｰｨ ｨｪｨｪ06ｨｦ 08ｨｪ002ｨｺ0906ｨｬ, ｨｺ06ｨｰ ｨ ｨｰ 00ｨ ｨｬｨｨ05ｨｨ06 05ｨｰ ｨｨｨｪ. 56 ｨｰ02ｨｺ09ｨｰ ｨ ｨｴｨｨｨｬ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｺ05ｨ ｨｰｨｹ ｨｰ ｨｮｨ 08ｨｨｨｺｨ ｨｰ060806ｨｬ 08ｨｪ002ｨｺ09 ｨC 7 ｨｺ05ｨ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 04ｨ 0ｨ ﾂ02 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪ02ｨ 0605ｨｹ ｨ ｨｲ02ｨｬｨｮ ｨｨ00ｨｨ ﾂｨｪ ｨ ｨ, ｨ ｨｴｨｨ0 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 05ｨｨｨｪｨｨｨｦ. 79

80 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ09 Qh. 0606ｨｰ 0302 ｨｺ060807ｨｮ09, 2 ｨｺ05ｨ ｨｮ09 N. 0004ｨ 0608ｨｺｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｪ ｨｰ02ｨｦ, ｨｨ04 ｨ 080ｨｨ09ｨ, ｨｰｨ ｨｪｨｪ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09 (0006ｨ 04 ﾂｨｪｨ 07 ｨｪ ). 430kB ｨｰ02ｨｺ09ｨｰｨ 0, 08ｨ ｨｪｨｪ ｨｪ06ｨｮ080609ｨｪ020906ｨｬｨｮ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608ｨｮ ｨｰ02ｨｬ ｨC 6 ｨｺ05ｨ ｨｮ09 H. 05ｨ ｨｺｨｨ ｨｪ ｨｰ02ｨｦ ｨｨ04 ｨｰ ｨ ｨｬ ｨ 080ｨｨ09ｨ. 02ｨ ｨｴｨｨｨｦ 06ｨ ｨｲ02ｨｬ ｨC 35kB ｨｨ ﾂ0209ｨｰ0906 ｨｰ02ｨｺ09ｨｰ0609 ｨC ｨｨ ﾂ0209ｨｰ ｨｬ ｨｺ05ｨ ｨC ｨ ｨｺｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ ｨ 0ｨ ﾂ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ ｨｬｨｪ0600ｨｨ0 06ｨ 05ｨ 09ｨｰ02ｨｦ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｨ04 06ｨ 05ｨ 09ｨｰｨｨ ｨ ｨｨ04ｨｪ0209ｨ ｨｨ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｰ ｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨ ｨｪｨ 05ｨｨ04ｨ ｨｺ08ｨ ｨｰｨｺｨｨ0 0607ｨｨ09ｨ ｨｪｨｨｨｦ 0708ｨｨ ﾂｨｨｨｪ ｨｪ ｨｹ09ｨｰ09ｨ ｨｺ05ｨｨ02ｨｪｨｰ0609 ｨｰ02ｨｬ ｨｨ05ｨｨ ｨｨｨｪ04ｨｬ ｨｨ0906ｨｬ ｨｮ09 Cl. 05ｨｰｨ ｨｰｨｹｨｨ ｨｮ ｨｪ ｨｺ06002ｨｺ09ｨ 0408, ｨｴ02ｨｪｨｪ ｨｰ00205ｨｹｨｪ04ｨｬ 09ｨｨ0ｨ ｨｬ ｨｰｨｮ070502ｨｪｨｨｨｦ. 276 ｨｰ02ｨｺ09ｨｰ0609, 270kB. 00 ｨｺｨ ﾂ0209ｨｰ ｨｬ ｨｺ05ｨ ｨｮ03ｨ ｨｰ ｨｰｨｹ 08ｨ ｨｰ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｰｨ 04ｨ 0ｨ ﾂｨ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨ 08ｨ 0406ｨｬ ｨ 0502ｨｬ04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ080609ｨ ｨｪｨｨ07 ｨｮ04ｨｺ06ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ08ｨ ｨｰ02ｨｺ09ｨｰ ｨｨｨｰ0608ｨｨ ｨｮ09 Ch. 05ｨｰｨ ｨｰｨｹｨｨ 0708, ｨｪ06 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ ｨ 09ｨ ｨｬ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0908ｨ 09ｨｪ02ｨｪｨｨ02 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ050609ｨｹ ｨｹｨｬｨ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ040 ｨｮ ｨｨ ｨｬ02 ｨｰ060006, 09 ｨｺｨ 03006ｨｬ 0905ｨｮ ﾂｨ ｨ 05ｨ 09ｨｹ ｨｰｨｺｨ 0706ｨｪ07ｨｰｨｹ, ｨｺｨ ｨｺｨｨ ｨｦ09ｨｰ09ｨ ｨｨ04ｨｮ ﾂｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｬｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨｮ02ｨｬ ｨｺ060807ｨｮ09ｨ 0708ｨｨ09060ｨｨ05ｨｨ ｨｺ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｬｨｮ ｨｮ ｨｮ ｨｨ05ｨｨ ｨｪ02ｨｮ ｨｮ. 06ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨ ｨｪ04 ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ N 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ 04ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ060ｨ MLSA Wl Wh Ql Qh N H Cl Ch ｨｮ06 06 ﾂ ｨｹ ｨ ｨｪ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ MSEL ｨｨ MLSA ｨ 04ｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0609ｨｰｨ ｨｬ040 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ. 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 MSEL ｨｪｨｨ ｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｪ02 0ｨ ｨｮ05ｨｹｨｰｨ ｨｰ, 05ｨｮ ﾂ03ｨｨｨｦ, ﾂ02ｨｬ MLSA, ﾂｨｰ06, , ｨ 09ｨｮ02ｨｰ ｨｨｨｬ0206ｨｴｨｨｨｬｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ0802 ｨｮｨｺｨ 04ｨ ｨｪｨｨ07ｨｬｨｨ ｨｪｨ 06 ﾂ02ｨｪｨｹ ｨｺｨｮ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｪ020006, ｨ ｨｰ , ｨｰ0907 ｨｺ ｨｪｨｪ04ｨｬ 0909ｨｨ002ｨｰ0205ｨｹ09ｨｰ0906ｨｬ ｨ 002ｨｺ09ｨ ｨｰｨｪ0609ｨｰｨｨ 0904ｨ 08ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 05ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ0 ｨｬ02ｨｰ ｨｰ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ ｨｪｨ ｨｪｨ 08ｨｨ ｨｪｨｰ ｨｪ06, ﾂｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｮ ﾂｨ 02ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬ02ｨｰ060ｨ MLSA, ｨｹｨｬｨ ｨｪ0209ｨｨ05ｨｹｨｪ06 09ｨ 08ｨｹｨｨ08ｨｮ06ｨｰ ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｨ04ｨｬ02ｨｪ0706ｨｴｨｨ ﾂｨｰｨｨ ｨｪｨ 009ｨ ｨｺｨ (00507 MSEL 05ｨｰｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨ 0405ｨ ｨ ｨｨ05ｨｹｨｪ0202). 0709ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｹ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06ｨｬｨｮ 0904ｨ 0608ｨｮ ｨｪｨ 09ｨｰ ﾂｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ080609, ｨ 0204ｨｮ ｨｪ06, ｨｪｨ ｨｰｨｪ0209ｨｰｨｨ ｨｺ 00609ｨｰ06ｨｨｨｪ09ｨｰ09ｨ ｨｬ ｨｬ02ｨｰ060ｨ. 02ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｬ02ｨｰ060ｨ KTPB 05ｨｰｨ ｨ 0502ｨｬｨ ｨ ｨｴ02 ｨｪ02 09ｨｰ06ｨｨｨｰ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｮ ｨｪ ｨｪ02ｨｰ ｨｪｨ 09ｨｰ ﾂｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｺ06ｨｪ ﾂｨ ｨｰ0205ｨｹｨｪ ｨｪｨ - ﾂ02ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, 0904ｨ 08ｨ ｨｪｨｪ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ MLSA ｨｨ KTPB, ｨｬｨｪ06ｨｦ ｨ ｨｨｨｪ07ｨｰ06 300, ﾂｨｰ ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨｦ ｨｺｨｮ07ｨｪ0609ｨｰｨｨ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬ02ｨｰ MLSA ｨｨ KTPB 06ｨｺ ｨｨｨｬ02ｨｪｨｰ MLSA KTPB Wl Wh Ql Qh N H Cl Ch ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 05ｨｰ06ｨｦ ｨｰｨ ｨ 05ｨｨ0204, 09 ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0 ｨｨ ｨｹｨｬｨｨ ｨｬ02ｨｰ060 KTPB 0706ｨｺｨ 04ｨ 05 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, 006ｨｰ07 09 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ 0405ｨｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 0ｨｮ0302, ﾂ02ｨｬ ｨｮ MLSA. 08ｨ ｨｺ ｨｨ 0603ｨｨ0ｨ ｨｹ, ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨ KTPB ｨｨ05ｨｨ09ｨｹ ｨｰｨ ｨｬ, ｨｺ060807ｨｮ ｨｰ ｨｨ04 06 ﾂ02ｨｪｨｹ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ040 ｨｰ02ｨｺ09ｨｰ0609, 05ｨｨｨ 06 09ｨｺ0506 ﾂｨ 05 ｨｬｨｪ ｨｬ0205ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｬ ｨｨ ｨｮ0006ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 09ｨｬ , 0909ｨｰ0802 ﾂｨ 06ｨｴｨｨ ｨｨ03ｨｹ 09 ｨｬｨ 0506ｨｬ ｨｪｨｰ02 ｨｰ02ｨｺ09ｨｰ0609, ｨｰ09ｨｰ09ｨｮ02ｨｰ 0708ｨ 09ｨｨ05ｨｹｨｪ06ｨｬｨｮ ｨｪｨｨ06 ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨ 0204 ｨｮ ﾂ02ｨｰｨ 09ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ 09ｨ ｨｬｨｨ0 05ｨｰｨｨ ｨｹ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨｰ060806ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨC ｨ 002ｨｺ09ｨ ｨｰｨｪ0609ｨｰｨｹ 09ｨｬ ｨｦ 0706ｨｬ02ｨｰｨｺｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ060ｨ ｨｪ0609ｨｪ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ06ｨｦ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｰ0907 ｨｺ ｨｨｨｪｨ ｨｰ04 ｨｨ0 0202ｨｪｨｰ0806ｨｨ ｨｺ0605ｨｹｨｺｨｮ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｺｨ, ｨ ｨｬ02ｨｪ ｨ ｨｺ06ｨｪｨｨ ﾂｨｪ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨ ｨｰ0907 ｨｪ02ｨｺ06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪｨ ｨｨｨ ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｰ 0 ｨｺ ｨｨｨｪｨ ｨｰ. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｺｨ 03006ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪ02ｨｺ06ｨｰ060804ｨｦ ｨｰ0208ｨｬ, ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨｪｨ ｨ 0608 ｨｰ0208ｨｬ0609 ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｬ02ｨｰｨｺｨｨ 0ｨ ｨｪｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｺ0605ｨｹｨｺ06 ｨ ｨｪｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ07 ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ06 09 ｨｬ02ｨｰ06002 MLSA, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ02ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰ02ｨｦ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 06ｨｰ00205ｨｹｨｪ04ｨｬ ｨｰ0208ｨｬｨ ｨｬ ｨｺ0605ｨｹｨｺｨｮ 09ｨｺ05ｨ 0 ｨｺｨ ｨｰ0208ｨｬｨ 09 05ｨｰｨｮ 05ｨｨｨｪ02ｨｦｨｪｨｮ06 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ ﾂｨｨ ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ06ｨｬ, ｨｰ06 08ｨ 04ｨｮｨｬｨｪ ｨｬ02 ﾂｨ ｨｰｨｹ ｨｺｨ 030ｨｮ06 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ MLSA ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ ｨｰ0208ｨｬ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｨｨｬｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｬｨｨ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ

81 ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ ｨ ｨｪｨｨｨｨ 07 ｨ 08ｨ ｨｬ02ｨｰｨｺｨｨ ｨｰ08ｨｨ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｺｨ 030ｨ 07 ｨｨ04 ｨｺ06ｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ0907 ｨｰ0802ｨｬ07 ｨｪｨ ｨｨｨ ｨｪｨ ﾂｨｨｨｬ04ｨｬｨｨ ｨｪ ｨｺ0902ｨｬｨ ｨｬｨｨ. 06ｨｰ ｨｮ ﾂｨ 02ｨｰ ｨｰｨｹ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｺ05ｨ 09ｨｰ , ﾂｨｰ06, ｨｺｨ ｨｺ ｨｰｨ ｨｰ0907, ｨｰ ｨ 04ｨｮｨｬｨｪ04ｨｬ ｨｺ06ｨｬ070806ｨｬｨｨ090906ｨｬ ｨｬ02030ｨｮ ｨｺ08ｨ ｨｰｨｺ0609ｨｰｨｹ06 ｨｨ ｨｪ06ｨｰ06ｨｦ 0607ｨｨ09ｨ ｨｪｨｨ07 ｨｺ05ｨ 09ｨｰ0208ｨ. 00 ｨｬ02ｨｰ06002 KTPB 09ｨｨｨｰｨｮｨ 02ｨｨ07 ｨ ｨｰｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｺｨ 03004ｨｦ ｨｺ05ｨ 09ｨｰ0208 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ0907 ｨｬｨｪ ｨｰ0906ｨｬ ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609, ｨｰ06 ｨｪｨ ｨｰ06 ｨｨ04 ｨｪｨｨ0 0904ｨ 08ｨ ｨｰｨｹ 07060ｨｬｨｪ ｨｰ0906, ｨｪｨ ｨｨｨ ｨｪ ｨｨ090409ｨ 06ｨｴ ｨｴｨｨ02 09 ｨｪ ｨｰ02ｨｺ09ｨｰ04, ｨ ｨｨｨｬ02ｨｪｨｪ06, ｨｰ02 ｨｰ0208ｨｬ04, ｨｺ06ｨｰ ｨｰ0907 ｨｺ0506 ﾂ020904ｨｬｨｨ ｨ ｨｬ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ02ｨｺ09ｨｰ0609 0ｨ ｨｪｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ. 07 ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ06 ｨｺｨ 03004ｨｦ ｨｰ0208ｨｬ 0607ｨｨ090409ｨ 02ｨｰ ｨｰ 060ｨｪ ｨｰ , ｨｰ ｨｰ060006, ﾂｨｰ06ｨ 04 06ｨ ｨｴｨ ｨｨｨｪｨ 0607ｨｨ09ｨ ｨｪｨｨ07 ｨｺ05ｨ 09ｨｰ0208ｨ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 ｨｬ02ｨｰ060ｨ 0 ｨ 0405ｨ 0708ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ06 060ｨｨｨｪｨ ｨｺ0609ｨ, ｨｬ02ｨｰｨｺｨｨ ｨｺ05ｨ 09ｨｰ ｨ ｨｰ ｨｬ02ｨｪｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ0208ｨｬ0609, ｨｰｨ ｨｺ ﾂｨｰ06ｨ 04 06ｨ ｨｴ0202 ﾂｨｨ ｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06 ｨ 05ｨｨ04ｨｺ06 ｨｺ ｨｰｨｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｺ05ｨ 09ｨｰ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0 ｨ ｨｪｨ ｨｦ002ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰｨｺ0609, ｨ 09ｨｪ02ｨｪｨｨ07 09 ｨｺｨ 03006ｨｬ 0905ｨｮ ﾂｨ 02 ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｰ08ｨｨ 09ｨ ｨｬ040 ｨｬｨｪ ﾂｨｨ090502ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨｺ060506ｨｪｨｺ02 KTPB ｨ 09 ｨｺ09ｨ 008ｨ ｨｰｨｪ040 09ｨｺ06ｨ ｨｺｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 0607ｨｨ09ｨ ｨｪｨｨ06 ｨｪ02ｨｰ0208ｨｬｨｨｨｪｨ 05ｨｹｨｪ040 ｨｮ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 02ｨ 09ｨｮ0ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨ 03006ｨｬｨｮ ｨｨ04 ｨｺ060807ｨｮ W ｨｰ ｨｺ060807ｨｮ09ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 06ｨ 06ｨｨ0 ｨｬ02ｨｰ ｨｪ ｨ 02ｨｪｨｪ ｨｨ. MLSA ｨｨ05 009ｨ ｨ 0605ｨｹ03ｨｨ0 ｨｺ05ｨ 09ｨｰ0208ｨ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ ｨ ｨｨ04ｨｪ0209ｨ, ｨｪ06 ﾂ02ｨｬ 06ｨｪｨｨ 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ0907, ｨｪ020706ｨｪ07ｨｰｨｪ ｨｰｨｨｨｦ ｨｺ05ｨ 09ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ, ｨｰｨｪ06, 08ｨ ﾂ02ｨｪｨｨ07ｨｬ. KTPB 0906ｨ 08ｨ ｨｰ08ｨ ｨｪｨｨ0204, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨ ｨｨ04ｨｪ0209ｨｮ, ｨｨｨｪ ｨ 0605ｨｹ0306ｨｦ ｨｺ05ｨ 09ｨｰ0208 (ｨｪｨ ｨｬ06ｨｦ , ｨ ｨ 09ｨｨ05ｨｹｨｪ06). 0308ｨｨ 05ｨｰ06ｨｬ ｨｬ0603ｨｪ ｨｪ07ｨｰｨｹ, ﾂｨｰ06 ｨｰｨ ｨｬ 0906ｨ 08ｨ ｨｪ04 ｨｰ02ｨｺ09ｨｰ ｨ ｨ 06ｨｰｨｮ (09 08ｨ 04ｨｪ06ｨｬ 0706ｨｪｨｨｨｬｨ ｨｪｨｨｨｨ), ｨｰ (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 06ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ 00ｨ 04ｨｨｨｪ04) ｨｨ 09ｨｰ0806ｨｨｨｰ0205ｨｹ09ｨｰ0906/ｨｰ020ｨｪ ｨｨ06. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｬ ｨｺ060807ｨｮ ﾂ02ｨｪｨｹ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ04, ｨｰ ｨｬ02ｨｰｨｺｨｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0904ｨ 08ｨ ｨｪ04 ｨｮ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 06 ﾂ02ｨｪｨｹ ｨｺ ｨｮ080609ｨｪ07, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ ｨｪｨｪ04ｨｦ 08ｨｮ ﾂｨｪ06ｨｦ ｨ ｨｪｨ 05ｨｨ ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06 ｨｺｨ ﾂ0209ｨｰ ｨｬ ｨｦ 0706ｨｬ02ｨｰｨｺｨｨ ｨｮ ｨ ｨ 09ｨｰ06ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｮ0ｨｮ003ｨ 02ｨｰ ｨｨ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨｨｨ ｨｺ ｨｺ0608ｨｪ06 (ｨｪｨ 0708ｨｨｨｬ0208 [ｨｬ06 ﾂｨｹ; 05ｨｰ06; 08ｨ ｨ 06ｨｰｨ ]), ﾂｨｰ06, 09 06ｨ ｨｴ02ｨｬ-ｨｰ06, ｨｪ02ｨｮ0ｨｨ09ｨｨｨｰ0205ｨｹｨｪ ｨｰ07 0ｨ 0302 ｨｨ 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 06ｨ ｨｴｨｨｨｦ 09ｨｬ ｨｰｨ 02ｨｰ ｨｪ07ｨｰ02ｨｪ. 00ｨｰ060806ｨｦ ｨｺ05ｨ 09ｨｰ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺ06ｨｦ ｨ 0502ｨｬ04, ｨ ｨｪｨｪ06ｨｦ 09 ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ02ｨｦ 04ｨｪｨ - ﾂｨｨｨｰ0205ｨｹｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 06ｨｪｨｨｨｺ ｨｺｨｨ0 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨｬｨｬ06ｨｦ ｨｰ0609ｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｬｨ 0909ｨｨ ｨｪ06 ｨｪ ｨｺｨｨ00409ｨ ｨｰｨｹ 05ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ04 ｨｨ04 ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨ 05ｨｹｨｪ06ｨｦ 0708ｨ ｨｺｨｰｨｨｨｺ ｨｺ ｨ ｨｨ ﾂ02ｨｪｨｪ0402 ｨｨ ｨ ｨｴｨｨ02 00ｨｬｨｮ ｨｰ02ｨｺ09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨｹｨｪ06 ﾂｨ 09ｨｰ ｨｰ060 KTPB 0706ｨｬ0209ｨｰｨｨ05 ｨｨ ｨｨｨｪ ｨｺ05ｨ 09ｨｰ0208, 0706ｨｬ02ｨｰｨｨ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｴｨｨｨｬｨｨ ｨｪｨｨ0 ｨｰ0806ｨｦｨｺｨ ｨｬｨｨ ｨ ｨｮｨｺ ｨｨ , ﾂｨｰ06 ｨｪｨ ｨｬ06ｨｦ , 0708ｨ 09ｨｨ05ｨｹｨｪ06. 0ｨ ｨｺ06ｨｪ ｨｬ ｨｰ0802ｨｰｨｹ020006, ｨ ｨｮ04ｨｺ06ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨ, ｨｪｨｪ ｨｪ ｨC 05ｨｰ06 ｨｰ02ｨｺ09ｨｰ ｨｬｨ 03ｨｪｨｨ0 03ｨｨ0906ｨｰｨｪ040. Q. 0ｨ 05ｨｰ06ｨｬ ｨｺ060807ｨｮ0902 KTPB 0ｨ 02ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04. ﾁ02ｨｬ 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ0907 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｺ05ｨ 09ｨｰ020804, ｨｪｨ ｨｦ002ｨｪｨｪ0402 MLSA, ｨｨ04 ｨｨ0 0607ｨｨ09ｨ ｨｪｨｨ ｨｪｨｪ06 ｨｪ020706ｨｪ07ｨｰｨｪ06. KTPB ｨｪｨ ｨｨｨｪ ｨ 0605ｨｹ0306ｨｦ ｨｺ05ｨ 09ｨｰ0208, ｨｰｨ ｨｺ ｨｨ05ｨｨ ｨｨｨｪｨ ﾂ ｨ ｨｪｨｪ04ｨｦ 09 ｨｨ ｨｰｨｪ04ｨｬ 08ｨｮ0909ｨｺｨｨｨｬ ｨｬｨ ｨｰ060806ｨｬ ｨｪｨ ﾂｨ 05ｨ ｨｺｨ ｨｨ ｨｨ07ｨｪｨｨ02ｨｬ ｨｪｨ ｨｨｨｰｨｨｨｺｨｮ ｨｨ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ0602 ｨｮ09ｨｰ0806ｨｦ09ｨｰ ｨｨｨｨ. 00ｨｰ060806ｨｦ ｨｺ05ｨ 09ｨｰ ｨｨｨｰ ｨ ｨｮ ｨｮ0707ｨｮ ｨｰ02ｨｺ09ｨｰ0609, ｨｰｨ ｨｴｨｨ ｨｰ06ｨｦ ｨｨ 07ｨｮｨ 05ｨｨ02ｨｨ09ｨｰｨｨｨｺｨｮ ｨｨ 008ｨｮ00ｨｨ02 ｨｬｨ ｨｰ0208ｨｨｨ ｨｪｨ 02ｨｨ06ｨｪｨ 05-07ｨ ｨｰ08ｨｨ06ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02. 0ｨ ｨｺ06ｨｪ0202, ｨｰ0802ｨｰｨｨｨｦ ｨC 05ｨｰ06 06ｨｪｨｰ0208ｨｪ02ｨｰ-07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 03ｨｮ08ｨｪｨ 05ｨ ｨｨｨｰｨｨ0703 (06ｨｰ09060ｨ ｨC 04ｨ 00ｨ 006 ﾂｨｪ ｨｨｨｰｨｨ0203 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨｨｨ 05ｨｰ ｨｪ ｨ 08ｨｪ ｨ ｨ ｨｬｨｬ06ｨｦ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ). N ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 KTPB 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｰ MLSA, ｨｺ06ｨｰ060804ｨｦ ｨｰ0605ｨｹｨｺ ｨｰ060806ｨｬ ｨｺ05ｨ 09ｨｰ ｨ 08ｨ 05 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨ02 ｨｰ02ｨｺ09ｨｰ04 ｨｨ 0706ｨｪ07ｨｰｨｪ06 ｨｨ0 0706ｨｬ02ｨｰｨｨ ｨｦ ｨｨ ｨｰ0802ｨｰｨｨｨｦ ｨｺ05ｨ 09ｨｰ ｨｬ0203ｨｨ09ｨ 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｬ, ﾂｨｰ ｨｨ0ｨｪ06 ｨｨ04 ｨｨ0 0706ｨｬ02ｨｰｨｺｨｨ. 02ｨ 08ｨ ｨｰｨｨｨｬ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02, ﾂｨｰ ｨ ｨｪｨｪ ｨｺ060807ｨｮ09ｨ 09ｨｨｨｪｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ02 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ MLSA 06 ﾂ02ｨｪｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｨｨｬ0206ｨｴｨｨｨｬ0907 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 05ｨｨｨｪｨｨ07ｨｬ ｨ 0502ｨｬｨ ｨｬ02ｨｰｨｺ06ｨｦ ｨｹ ｨ ｨｪｨ 09ｨ ｨｬｨｨｨｬ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬ ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. KTPB ｨｰ0605ｨｹｨｺ ｨ ｨｬ06ｨｬ ｨｬｨｪ ﾂｨｨ090502ｨｪｨｪ06ｨｬ ｨｺ05ｨ 09ｨｰ ｨｬ0203ｨｨ09ｨ 02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 05ｨｨｨｪｨｨｨｦ, ｨ ｨ ｨｰ06, ｨｺｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ ｨｬ02ｨｰｨｺｨｨ 05ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ, ｨｰ02ｨｬ, ﾂｨｰ ｨｰｨｨ ｨｰ02ｨｬ04 ｨｺｨ 09ｨ 06ｨｰ ｨ 09ｨｰｨｨ, ｨｨ002ｨｪｨｰ0609 ｨｨ ｨ 0609ｨｰｨ 05ｨｹｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ 09ｨｺ0506 ﾂｨ 06ｨｰ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 060ｨｪ ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 ｨｨ 0706ｨｬ02 ﾂ02ｨｪ04 ｨ ｨ ｨｰｨｪ06 ｨ 002ｨｺ09ｨ ｨｰｨｪ06. H. 0ｨ 05ｨｰ06ｨｬ ｨｺ060807ｨｮ0902 MLSA 0ｨ 05 ｨｬｨ ｨｪ07ｨｰｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04. 0ｨ 0708ｨｨｨｬ0208, ﾂ02ｨｬ 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ0907 ｨｺ05ｨ 09ｨｰ ｨｨ 3, 09ｨｺｨ 04ｨ ｨｰｨｹ 06 ﾂ02ｨｪｨｹ ｨｰ08ｨｮ0ｨｪ06. 05ｨ ｨｬ04ｨｦ ｨ 0605ｨｹ0306ｨｦ ｨｺ05ｨ 09ｨｰ ｨｬ0203ｨｨ09ｨ 02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｬ, ｨｨ ｨｪ ｨｪ07ｨｰｨｪ06, ﾂｨｰ06 ｨｨ0 06ｨ ｨｲ020ｨｨｨｪ0702ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 KTPB ｨ ｨ ｨ 04ｨｮｨｬｨｪ ｨｦ ｨｺ05ｨ 09ｨｰ0208 ｨC ｨ 09ｨｪｨｮ06 ｨｪ ｨｰｨｹ ｨｰ ｨｨ060ｨ, 0904ｨ ｨｰｨ ｨｦ09ｨｺ06ｨｬ ｨｺ08ｨ ｨｰ060806ｨｦ ｨC ｨ 04ｨｪ ｨ 05ｨｺ06ｨｪ06ｨｬｨｨ ﾂ0209ｨｺｨｨ02 ｨｪ ｨｰｨｨ. 05ｨｬ ｨｰ0802ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ02ｨｪ ｨｪ07ｨｰ02ｨｪ, ｨｪ06 09ｨｨ0ｨｪ06, ﾂｨｰ06 060ｨｪｨ ｨｨ ｨｰｨ ｨｴｨｨ0 ｨC ｨｨ ｨｰｨｨ ｨｨ0903ｨｮ06 09 ｨｰ ｨｬ07 ｨｪ ｨ ｨ 09ｨｪ0609ｨｰｨｨ ｨｪ ｨｨ0302ｨｪｨｨ07. C ｨｮ05ｨｹｨｰｨ ｨｰ04 060ｨｨｨｪｨ ｨｺ ｨｪ02ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ04 ｨｮ 06ｨ 06ｨｨ0 ｨｬ02ｨｰ ｨ 0502ｨｬｨ ｨｹ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 06ｨｪｨｨ 06ｨ ｨ ｨｮ ﾂｨｨ05ｨｨ 009ｨ ｨ 0605ｨｹ03ｨｨ0 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ02060ｨｪ ｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ (06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨC ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨ ｨｬ ｨｺ060807ｨｮ09 06 ﾂ02ｨｪｨｹ 060ｨｪ ｨｪ) ｨｬｨｪ ｨｬ0205ｨｺｨｨ0 ｨｮ04ｨｺ ｨｨ00ｨｨ ﾂｨｪ040 ｨｺ05ｨ 09ｨｰ ｨ 0405ｨｨ ﾂｨｨ02 ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ ｨ 0605ｨｹ03ｨｨｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ ｨｪ020709ｨｪ06 ｨｪｨｨ 09 ｨｰ06ｨｬ, ｨｪｨｨ ｨｮ0006ｨｬ ｨｬ02ｨｰ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ040 ｨｺ060807ｨｮ KTPB ｨｬ06ｨｪ09ｨｰ08ｨｨ080609ｨ 05 ｨ ｨ 002ｨｺ09ｨ ｨｰｨｪｨｮ06 (ｨｨ05ｨｨ ｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨC 08ｨ 09ｨｪ06 ｨｪ02ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪｨｮ06) 09ｨｬ ｨｮ ｨｬ02ｨｰｨｺｨｮ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ , ﾂ02ｨｬ MLSA ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02 06ｨｰｨｬ02ｨｰｨｨｨｬ 09ｨｨ05ｨｹｨｪ ｨｰ05ｨｨ ﾂｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ07 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 ｨｬ02ｨｰ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｺ08ｨｨｨｰ0208ｨｨ ｨｨ0ｨｨｨｬ06ｨｬｨｮ, 05ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨ ｨ 03ｨｪｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07 ﾂ ｨｺ06ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, (ｨｨ05ｨｨ ｨｮ ﾂｨ 02 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ040 ｨｺ060807ｨｮ090609) ﾂｨｰｨｨｨｰ0205ｨｹｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ 00ｨ 02ｨｬ04ｨｦ 09 08ｨ ｨ 06ｨｰ02 ｨｬ02ｨｰ ｨｰｨｨ09ｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨ ｨ 090ｨ ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨｬ0603ｨｪ06 ｨｰｨ ｨｺ0302, ﾂｨｰ06, ｨｺｨ ｨｺ ｨｨ050609ｨｹ 09 08ｨ , ｨｺ08ｨｨｨｰ0208ｨｨｨｦ IG ｨｪ ｨｬ ｨｰ06 ﾂｨｪ06 06ｨｰ08ｨ 03ｨ 02ｨｰ ｨｺｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09 ｨｺｨ ｨｺｨｨ0-ｨｰ06 ｨｨ ｨｰｨ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ

82 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬ ｨ ｨｬ02ｨｰｨｺｨ ｨｰ ｨ ｨｬ040 ｨｬｨｪ ﾂｨｨ090502ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｬ02ｨｰ060ｨ 0 MLSA ｨｨ KTPB 06ｨ ｨ 05ｨｨ02ｨ ｨｮ09 MLSA KTPB W Q N H C [ｨｺ06ｨｬ07ｨ ｨｪｨｨ07 ｨｺｨ ｨｰｨ ｨｮ0905ｨｮ00ｨ ] [ｨｬ06 ﾂｨｹ;05ｨｰ06;08ｨ ｨ 06ｨｰｨ ] [070605ｨｹ040609ｨ ｨｰ0205ｨｹ 08ｨｮｨ ｨｺ060804ｨｨｨｪｨ ] [ｨｺ06ｨｪｨｰｨ ｨｺｨｰ;05ｨｨ09ｨｰ;0708ｨ ｨｦ09] [ｨｺ09ｨ 08ｨｰｨｨ08ｨ 08ｨｮｨ 04ｨｪｨ ｨｺ06ｨｬ09ｨｰ0906] [009ｨｨ00ｨ ｨｰ0205ｨｹ; 03ｨｨ0ｨｺ0609ｨｰｨｹ; ｨ 08ｨｬｨ ｨｰｨｮ08ｨ ] [08ｨｮｨ ｨｺ060804ｨｨｨｪｨ ｨｬ02ｨ 0205ｨｹ] [08ｨｮｨ ｨｺ06ｨｬ07ｨ ｨｪｨｨ07 ｨｨ0008ｨ ] [080209; ] [09ｨｺｨ ﾂｨｨ09ｨ ｨｰｨｹ ｨ ｨ ｨｪｨｺ 00ｨ ｨｦ05] [ｨｬｨ 08ｨ ｨｺｨｨｨｪ06ｨｰ02ｨ ｨｰ08 ｨｰ020506] 09ｨ ｨｦｨｰ [0906ｨ ｨ ｨｺｨ ; ｨ ; ｨｴ02ｨｪ06ｨｺ] [ｨｺｨｨｨｪ06ｨｰ02ｨ ｨｰ08 ｨｺ06ｨｪ ｨｪ02ｨｨ07 06ｨｰ0708ｨ ｨｰｨｹ] 08 ｨ 0ｨｨ060ｨｨｨ 00ｨｪ0609ｨｰｨｨｨｺ 03ｨｨ0906ｨｰｨｪ ｨｪｨ ｨｮ ｨｺ [ｨｺ05ｨｮｨ 09ｨ ｨｪｨｺｨｰ 06ｨ 0608ｨｮ00609ｨ ｨｪｨｨ02] [070605ｨｨｨｰｨｨ02 05ｨｰ06 06ｨｪｨｨ] [070605ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ; 07ｨ 08ｨｰｨｨ07] [ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｨ 0608ｨｨ ｨｦ] [ ｨｨｨｦ09ｨｺｨｨｨｦ; ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ; 04ｨ ｨｺ06ｨｪ] [ｨｬｨｨ0ｨ ｨｨ ｨ 09ｨｰｨｹ 07ｨｨ09ｨ ｨｪｨｨ02] [ｨｨ09ｨｰ0608ｨｨ07; ｨｪｨ ｨｮｨｺｨ ; ｨｪｨ ｨｮ ﾂｨｪ04ｨｦ] [070605ｨｨｨｰｨｨ ｨｬｨｨｨｪｨ ｨｮｨ 05ｨｨｨｺ ｨ ｨｰｨｹ] ｨｺｨｪｨｨ00ｨ ｨ 0608ｨｨ ｨｦ ｨｨ07 [0902ｨｬｨｨｨｪｨ ｨｦ09ｨｺｨｨｨｦ ｨｦ] ｨｬｨｨ00 ｨ ｨ 03ｨｨ ｨｬｨ 0906ｨｪ09ｨｰ0906 ｨｮｨｨ ｨｨ0809 [0902ｨｬｨｨｨｪｨ 08 08ｨ ｨ 06 ﾂｨｨｨｦ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ] [070605ｨｨｨｰｨｨ ｨｬｨｨｨｪｨ ｨｮｨ 05ｨｨｨｺ ｨ ｨｰｨｹ] ｨｨｨｰｨｨ02 [070605ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ; 07ｨ 08ｨｰｨｨ07] [0ｨ ｨｪｨｨ02 ｨｬ020ｨｪ04ｨｦ 00ｨｨ05ｨｨｨ 05] ｨｪ020904ｨｦ ｨ 05ｨｨ04ｨｬ ｨｪｨｹ ｨｰ06ｨｰｨ 05ｨｨｨｰｨ 08ｨｨ04ｨｬ [09ｨｰｨｮ002ｨｪｨｰ ｨｬｨｨ0ｨ ｨｨ05 0ｨ ｨｪｨｨ02] 06ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｦ ｨｰ ｨｰ09ｨｺｨｨｨｦ [0008ｨｮ04ｨｨ07 ｨ 003ｨ 08ｨｨ07 ｨｰｨ ｨｨ05ｨｨ09ｨｨ] [06ｨ 05ｨ 09ｨｰｨｹ; ｨｨ002ｨｪｨｰ; 08ｨ ｨｦ06ｨｪ] [07ｨ ｨｺ09ｨ 09 05ｨｨｨｰ09ｨ 0902ｨｦｨｬ] 0706ｨｺｨｮ0302ｨｪｨｨ02 [0008ｨｮ04ｨｨ07; 0008ｨｮ04ｨｨｨｪ09ｨｺｨｨｨｦ; ｨｰｨ ｨｨ05ｨｨ09ｨｨ] [09ｨｮｨｰ0700ｨｨｨｪ 07ｨｮｨｰｨｨｨｪ 0008ｨｮ04ｨｨ07] ｨｨｨｪ00ｨｮ0302ｨｰｨｨ02 [0904ｨ 0608; ｨｺ06ｨｬｨｨ0909ｨｨ07; ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ] [ｨｨｨｪ00ｨｮ0302ｨｰｨｨ ｨｺｨｮ0302ｨｪｨｨ02 ｨｬｨｮ08ｨ ｨｰ] ｨｬｨ 090ｨ [ ﾂ02 ﾂｨｪ07; ﾂ02 ﾂ02ｨｪ09ｨｺｨｨｨｦ; ｨｨｨｪ00ｨｮ0302ｨｰｨｨ02] [ｨｨｨｪ00ｨｮ0302ｨｰｨｨ ｨｺｨｮ0302ｨｪｨｨ02 ｨｬｨｮ08ｨ ｨｰ] ｨｰｨｮ0805ｨ ｨｦ 090ｨ 09ｨ ｨｰｨｹ ｨ ｨ ｨｺｨ ｨ ｨｪ [ｨｨｨｪ00ｨｮ0302ｨｰｨｨ02 ｨｺ08ｨ ｨｦ ｨｨ04ｨ ｨｨ08ｨ ｨｰ0205ｨｹ] [ｨｬｨ 090ｨ ﾂ02 ﾂｨｪ07 ｨｰｨｮ0805ｨ ｨｦ] 0708ｨｨ ｨｮ03ｨ ｨ ｨｪｨｪ04ｨｦ 0708ｨｨ040409ｨｪｨｨｨｺ 0708ｨｨ040409ｨｪ04ｨｦ [ｨｨｨｪ00ｨｮ0302ｨｰｨｨ ｨｺｨｮ0302ｨｪｨｨ02 ｨｬｨｮ08ｨ ｨｰ] ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ04ｨｦ ｨｺ06ｨｬｨｨ0909ｨ 08ｨｨｨ ｨｰ 04ｨ ｨｪｨｨ02 [0502ｨ ｨｺ060909ｨｺｨｨｨｦ ｨｬ02ｨｪｨ ｨｰ0207] [ｨｨｨｪ00ｨｮ0302ｨｰｨｨ ｨｨ ｨｺｨｮ0302ｨｪｨｨ02] ｨｪｨｰｨｮ08ｨ ｨｺｨ 05ｨｨｨｬｨｮ05ｨｨｨｪ ｨｺｨｨｨｬ ｨｺ08ｨ ｨｦ ｨｹ00604ｨｪｨ [ｨｪ ｨｰ06ｨｬ02ｨｪｨｹ ｨｮ0802ｨｪ0006ｨｦ] 00ｨｮｨ 0208ｨｪｨ ｨｰ ｨｮｨｰｨｨｨｪ ｨ 05ｨｰｨ ｨｦ09ｨｺｨｨｨｦ ｨｪｨ 04ｨｪｨ ﾂｨ ｨｰｨｹ [ ｨｨ ｨ 0706ｨｺｨｮ0302ｨｪｨｨ02] [ ﾂ02 ﾂｨｪ07 ｨｬｨ 090ｨ 00609] ｨｮｨ 05ｨｹ 0702ｨｪ09ｨｨ ｨｬ05080 [ ｨ ｨｬ ｨｬ0609ｨｺ09ｨ ] ｨｨｨｪ ｨｨ07 ｨｰ ｨｪ0200ｨｰｨｹ ｨ ｨｮ00ｨｮ08ｨｮ0905ｨ ｨｪｨｪ0200ｨｰｨｹ [ ﾂ ｨｺ ｨｨ ｨｨｨ ｨ ｨｰｨｹ] [ ﾂ02 ﾂｨｪ07 ｨｬｨ 090ｨ ｨ 09ｨ ｨｰｨｹ0907] ｨ ｨ ｨ ｨｦ003ｨ ｨｪ04ｨｦ ｨ ｨ 09ｨｪ0609ｨｰｨｹ 009ｨｨ0302ｨｪｨｨ02 [ ﾂ02 ﾂｨｪ07 ｨｬｨ 090ｨ 00609] ｨｪ ｨｪ04ｨｦ ｨ 05ｨｺ06ｨｪ06ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮ08ｨ 05ｨｹ09ｨｺｨｨｨｦ [ ﾂ020507ｨ ｨｨｨｪ09ｨｺｨｨｨｦ ｨｬｨ 090ｨ ｨｪ060904ｨｦ] [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ 08ｨ 04ｨｬ0208] 05ｨｨ0302ｨｪｨｨ ｨｺ ｨｪｨ ｨｺｨ ｨ ｨｰｨｹ 0609ｨｮ03002ｨｪｨｪ04ｨｦ 0502ｨｰ 08ｨ 04ｨｬ0208 [0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｪ020609ｨｰ ｨｪ0609ｨｰｨｹ 09ｨｬ0208ｨｰｨｹ] [0705ｨ ｨｰｨ ;04ｨ 08ｨ ｨ 06ｨｰｨｪ04ｨｦ] 00207ｨｪｨｨ02 [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ ｨｪ0609ｨｰｨｹ] [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ 08ｨ 04ｨｬ0208] [ ｨｨｨｦ09ｨｺｨｨｨｦ; ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ; 04ｨ ｨｺ06ｨｪ] [ｨｺ08ｨｮ07ｨｪ04ｨｦ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｬｨｨ0505ｨｨ06ｨｪ] ｨｪｨ 09ｨｨ05ｨｹ09ｨｰ0902ｨｪｨｪ04ｨｦ ｨｨｨｪ06ｨｦ [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02] [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ 08ｨ 04ｨｬ0208] [04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02] 05ｨ ｨｬ06ｨｮｨ ｨｨｨｦ09ｨｰ0906 [ｨｪｨ 08ｨｺ06ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0902ｨｴ0209ｨｰ ｨｨ006ｨｰ080607ｨｪ04ｨｦ] 8. 05ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｪ ｨｪ060904ｨｦ ｨｬ02ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｨ ｨｰｨ ｨｪｨｨｨｨ 09 09ｨｨ002 ｨｪｨ ｨ ｨｺ0506 ﾂ ｨｰ0208ｨｬ0609 ｨｨ ｨｬ ｨｨ0 ｨ 05ｨｨ040609ｨｰｨｨ, 0904 ﾂｨｨ ｨｬ06ｨｦ ｨｪｨ 0609ｨｪ ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｨ0 ｨｺ0506 ﾂ ｨｰ0208ｨｬ ｨｨ050609ｨｹ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ 09 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｰｨ ｨｴｨｨｨｬｨｨ ｨｰ02ｨｺ09ｨｰ04 ｨｺｨ ｨｺ ｨｰ06 ﾂｨｺｨｨ 020ｨｨｨｪ ｨｺ05ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｰ ｨ 06ｨｰ ｨｪｨｨ02 06 ｨｰ06ｨｬ, ﾂｨｰ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｪ ｨｨｨｬ02ｨｰｨｹ ｨｨｨｬｨｮｨｴ0209ｨｰ ｨｮ- ﾂｨ 02 09ｨｨ05ｨｹｨｪ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨ07 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｺ060807ｨｮ09ｨ 05ｨｨｨ 06 ｨｬｨ ｨ 04ｨｬ0208ｨ 06ｨｰ00205ｨｹｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｬ02 ｨｰ060006, 06ｨｪ 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨ ｨ ｨｪ07ｨｰｨｪ06ｨｦ ｨｨ ｨｰ06 ﾂｨｪ06ｨｦ 09ｨｬ ｨｦ 0706ｨｬ02ｨｰｨｺ02 ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨ 03ｨｪ04ｨｬ 0706ｨ 06 ﾂｨｪ04ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04, 04ｨ 0905ｨｮ03ｨｨ09ｨ 06ｨｴｨｨｨｬ 06ｨｰ00205ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ07, 09ｨｰｨ 05ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨｬ02ｨｰ060ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ07 ｨｪｨ 0706ｨｬｨｨｨｪｨ 06ｨｴ02ｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｪｨ ｨ ｨ 0402 ｨｬｨ ｨｰ08ｨｨ ｨｬ0209ｨｰｨｪ06ｨｦ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 0502ｨｺ0902ｨｬ, ｨｰ080602ｨｪｨｪ06ｨｦ ｨｪｨ ｨ 0605ｨｹ0306ｨｬ ｨｰ02ｨｺ09ｨｰ060906ｨｬ ｨｺ060807ｨｮ ｨｰｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｪ02 ｨｰ0605ｨｹｨｺ06 0ｨ 02ｨｰ 0609ｨｪ0609ｨｮ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 002ｨｺ09ｨ ｨｰｨｪ06ｨｦ ｨｪｨｺｨｨ 09ｨｬ ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, ﾂｨｰ06 ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｪ06 ｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ006ｨ ｨｪｨ ｨｺｨ ｨｺ 06ｨｰ0708ｨ 09ｨｪｨ 07 ｨｰ06 ﾂｨｺｨ ｨｮ ﾂｨｪ ｨ ｨｪｨｨ07 ｨｪｨ 09ｨｰ0607ｨｴ ｨ ｨｴ ｨｺ ｨｨ05ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 82

83 ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ0608 ｨ 05ｨ 00060ｨ 08ｨｨｨｰ ｨｺ06ｨｬ07ｨ ｨｪｨｨ06 08ｨｪ002ｨｺ09 04ｨ ｨｺｨｮ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] Berry M. W. Survey of Text Mining, Springer ｨC [2] Beyer K., Goldstein J., Ramakrishnan R., & Shaft U. When is ｮnearest neighbor ｯ meaningful. // Proc. of ICDT-999, Jerusalem, Israel, ｨC P [3] Bloehdorn S., and Cimiano Ph., & Hotho A. Learning Ontologies to Improve Text Clustering and Classification. // Proc of GFKL Mode of access: bloehdorn05learning_gfkl_final.pdf [4] Efron M., Marchionini G. & Zhiang J. 00Implications of the Recursive Representation problem for Automatic Concept Identification in On-line Governmental Information03 // ASIST SIG-CR Workshop. ｨC 2003 Mode of access: /ils.unc.edu/govstat/papers/efronasispaper.pdf [5] Harris Z. Mathematical Structures of Language. ｨC 968. [6] Hotho A., Maedche A. & Staab S. Ontology-based text clustering. // Proceedings of the IJCAI-200 Workshop 00Text Learning: Beyond Supervision03, Seattle, USA ｨC Mode of access: 200/hothoetal.pdf [7] Kashyap V., Ramakrishnan C., Thomas C. & Sheth A. TaxaMiner: An Experimental Framework for Automated Taxonomy Bootstrapping. // International Journal of Web and Grid Services, Special Issue on Semantic Web and Mining Reasoning. ｨC 2005 ｨC Mode of access: lsdis.cs.uga.edu/ cartic/publications/taxaminerijgws.pdf [8] Landauer T. K., Foltz P. W. & Laham D. Introduction to Latent Semantic Analysis. // Discourse Processes Vol. 25. P. 259ｨC284. [9] Miller G. WordNet: A lexical database for English. // CACM Vol. 38. No.. P. 39ｨC4. Text clustering procedure based on pair-wise proximity of key terms and its comparison with metric clustering methods Mikhail Kiselev This work is devoted to development of a new method for automated text clustering based on representation of text documents as sets of their key terms which differ in size and contents in contrast with majority of existing methods representing texts as points of a Euclidean space. In this method proximity measure of two texts is calculated on the basis of pair-wise proximities of their key terms. Proximity of two terms in its turn is determined from distance between them in a tree representing certain ontology. Lack of available all-language Russian ontology (at present) made it necessary to develop methods for (semi)automated ontology construction on the basis of lexeme co-occurrence matrix created for large text corpus. Comparative analysis of explored clustering procedures included numeric clustering quality estimation as well as manual evaluation of cluster semantic tagging. 83

84 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｪｨｨｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｪ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｬｨｪ0600ｨｨ ｨｬ02ｨｪｨｪ040 04ｨ 0ｨ ﾂｨ 0 ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮｨｬ02ｨｰｨｹ ｨｰｨｹ ｨｨ04 ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬ0609 ｨｰ02ｨｺ09ｨｰ ｨ ｨｪ ｨｮ00 008ｨｮ00ｨｮ, ｨｨ 09 ﾂ02ｨｬ ｨｰ0802ｨ ｨｮ06ｨｰ ｨｺｨｰｨｨ09ｨｪ0402 ｨｬ02ｨｰ ｨｪｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪ ｨｬ02ｨｰ ｨｰ080602ｨｪｨｨ ｨｺｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨｨｬ060006, ｨ 0204 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨ 05ｨｹｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ. 0ｨ ｨ ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｨ08ｨ 02ｨｰ0907, ｨｨ ｨｨ ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｨ ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 09ｨｨ0ｨ ｨｬ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 ｨｪ02ｨｺ06ｨｰ ｨｨ04 05ｨｰｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨ 04ｨ ｨｪｨ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨ 09 ｨｮ ｨｨ070 ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨｨ ｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02, 0706ｨｬｨｨｨｬ06 06 ﾂ0209ｨｨ0ｨｪ ｨｨｨｬｨｮｨｴ0209ｨｰ09 06ｨ ｨｨ05ｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ 02ｨｰ ｨｰｨ ｨｺ0302 ｨｬｨｪ ｨｰ ｨ 0502ｨｬ. 02ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｬ ｨｺｨ ｨｰｨ ｨ ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ ｨｪｨｮ03ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 09 00ｨｨ00ｨ ｨｪｨｰ09ｨｺｨｨ0 ｨｬｨ 0909ｨｨ09ｨ 0 0ｨ ｨｪｨｪ ｨ 02ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ ｨｪ02ｨｦ03ｨｨ0 0706ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪｨ 0, ｨ ｨｪｨｨ02 ｨｺ06ｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ 002ｨｰｨ 05ｨｹｨｪ06ｨｦ ｨ ｨ 06ｨｰｨｺｨｨ ｨｬｨｪ ｨｰ09ｨ ｨｨ00ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨｪ06ｨｦ ｨｨ04 04ｨ 0ｨ ﾂ, 09 ｨｺ06ｨｰ060806ｨｦ 09ｨｰｨ 05ｨｺｨｨ09ｨ 02ｨｰ ｨ ｨ ｨｨ09ｨｺ0609ｨ 07 ｨｬｨ 03ｨｨｨｪｨ, ｨｰ ｨ 0ｨ ﾂｨ ｨｪｨｨ ｨｰｨｨ 08ｨ 0405ｨｨ ﾂｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｪｨｨ02 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｰ ｨｮ09ｨｰ08ｨ ｨｪ07ｨｰｨｹ ｨｰ ｨｴｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0 04ｨ , ｨｮｨｬ02ｨｪｨｹ03ｨ ｨｰｨｹ 08ｨ 04ｨｬ0208 ｨｨｨｪ002ｨｺ09ｨ 07ｨｮｨｰ02ｨｬ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ, 06ｨ ｨｪｨ 08ｨｮ03ｨｨ09ｨ ｨｰｨｹ 0705ｨ 00ｨｨｨ ｨｰ ｨｨ 08ｨ ｨｪｨ 09ｨ ｨｰｨｹ ｨｬｨ ﾂｨｰ ｨ ｨｺｨｨ (0907ｨ ｨｬ). 0609ｨｰ06 ﾂｨｪｨｨｨｺｨｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｰｨｨ ｨｰｨ ｨｺ0302 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 09ｨ ｨｬ04ｨｬｨｨ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ0603ｨｪ06 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨｨ00609: ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨｨ ｨ ｨｪｨｨｨｨ ｨｺｨ 05 (ｨｺ0607ｨｨｨｦ) 09ｨ ｨｦｨｰ0609 ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609: a. 05ｨｬ02ｨｪｨ 04ｨ ｨｺｨ ｨｨ ｨｨ09ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ (header, footer). b. 04ｨ ｨｪｨｨ02 ｨｨ ｨｪｨ ｨｪ02ｨｪｨｨ02 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ ｨｬ02ｨｪｨｰ0609. c. 04ｨ 0405ｨｨ ﾂｨｪ0402 HTML-ｨ ｨ, 09020ｨｮｨｴｨｨ02 ｨｺ 060ｨｪ06ｨｬｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨｨ ｨ 08ｨ ｨ ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ : a. 05ｨｬ02ｨｪｨ ｨｬｨ ｨｰｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ (ｨｪｨ 0708ｨｨｨｬ0208, DOC, PDF ｨｨ HTML). b. 04ｨ 0405ｨｨ ﾂｨｪ ｨｨｨｨ ｨｨ ｨｺ0607ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ. c. 0ｨ ｨ 0506ｨｪｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 (ｨｪｨ 0708ｨｨｨｬ0208, 05ｨｨ0202ｨｪ04ｨｨ06ｨｪｨｪ ｨ 0302ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｨ07 ｨｰ0609ｨ ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ 00ｨ 04ｨｨｨｪｨ 0) ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ : a. 0009ｨｰｨ 09ｨｺｨ ｨｨ ｨｮ0ｨ 0502ｨｪｨｨ02 ｨ ｨ 04ｨ ｨｨ ｨｪｨｨｨｦ. b ｨｰｨ ｨｪ0609ｨｺｨ ｨｪｨｨｨｦ ｨｨ ｨ ｨ 04ｨ ｨｬ0209ｨｰｨ ｨｬｨｨ. c ｨｬｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰｨ. d ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ0402 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰｨ, 0603ｨｨｨ ｨｺｨｨ ｨ ｨｰ0608ｨ. e ﾂ02ｨｪｨｨ02 09 ｨｬ02ｨｪｨｹ03ｨｨｨｦ 06ｨ ｨｲ02ｨｬ ｨｨｨｬ02ｨｪ0702ｨｬ ｨ ｨｬ0208ｨ ｨｬｨｨ 09 ｨｬｨ ｨ ｨｺｨ 0: a. 0009ｨｰｨ 09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｪｨ ｨ ｨｮ ﾂｨ ｨｦｨｪ040 09ｨｨｨｬ b ｨｨ ｨｹｨｪｨ ｨｰｨ 09ｨｺｨ ｨｨ ｨｮ0ｨ 0502ｨｪｨｨ ｨ c. 05ｨ ｨｬ02ｨｪｨ 09ｨｨｨｬ ｨｪ06ｨｦ 08ｨ 09ｨｺ05ｨ 0ｨｺｨｨ ｨｪｨ 09ｨｨｨｬ ｨｮ0006ｨｦ, ｨｨｨｬ0206ｨｴｨｨ02 ｨ ｨｪｨ ｨｨ ﾂｨｪ0602 ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ02. d. 0009ｨｰｨ 09ｨｺｨ 04ｨｪｨ ﾂｨ ｨｴｨｨ ｨｰ02ｨｺ09ｨｰ ｨｮ ﾂｨ ｨｦｨｪ ｨｨ02ｨｨ ｨ ｨｬ ｨｪ07ｨｰｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 (ｨｰｨ ｨｺ0302 ｨｪｨ ｨ 02ｨｬ ﾂｨｰｨｨ-0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ) ｨｺ08ｨ ｨｦｨｪ02 ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ06 ｨｨ, 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ, ｨ 04ｨｪ06ｨｬｨｮ ｨｰ08ｨ ｨｺｨｰｨｮ02ｨｰ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ. 08ｨ ｨｺ 0706ｨｺｨ 04ｨ ｨｪ06 09 [2], 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 0007ｨ 08ｨ 006ｨｺ09 ｨｨ04ｨｬ020802ｨｪｨｨ0703: 0704ｨｰｨ 0709ｨｹ 0ｨ ｨｰｨｹ 06ｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪｨｮ ｨｪｨｺｨｮ, ｨｨ ｨ ｨｰ0205ｨｨ ｨ ｨ 06ｨｰ ｨ 06ｨｰ ｨｬｨｪ ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｮｨｴ02ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ02, ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨ ｨｪｨｨ ｨｪｨｨ ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ02 ﾂｨ 09ｨｰｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ 09ｨｰ0608ｨ ｨｬｨｨ 0708ｨｨ ｨｰ ｨｺ ｨｹ0204ｨｪ04ｨｬ 08ｨ ｨｪｨｨ07ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨｨ 04ｨ ﾂｨ 09ｨｰｨｮ ｨｪ ｨｨｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｹ ｨｨ ｨｬ0209ｨｰ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨ ｨｪｨｨ07 ｨｬ0603ｨｪ ｨｪｨｨｨｬｨ ｨｰｨｹ ﾂｨｰｨｨ-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ06ｨｬ ｨｮ06ｨｴ0202: ｨｰ08ｨ ｨｪｨｨ0204 ｨｨｨｬ0206ｨｰ 060ｨｪ06 ｨｨ ｨｰ ｨ ｨｪｨｨ02, 04ｨ ｨｨ09ｨｺ0506- ﾂ02ｨｪｨｨ02 06ｨｰ00205ｨｹｨｪ040, 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ03ｨｨ0, 08ｨ 0405ｨｨ ﾂｨｨｨｦ ｨｮｨｴｨｨ02 08ｨ ｨ 06ｨｰ ｨｰ06004, 0708ｨｨｨｬ02ｨｪ0702ｨｬ ｨｪｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ 009ｨ ｨｺ05ｨ 0909ｨ ｨｪ06ｨｰ02ｨｺ09ｨｰ (ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｹ ｨｰ02ｨｺ09ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ) ｨｬ02ｨｰ06004 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ05ｨｨ ﾂｨ 06ｨｰ ｨｺｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ0906ｨｬ 08ｨ ｨ 06ｨｰ04, ｨｪ06 06 ﾂ0209ｨｨ0ｨｪ06 ｨｬ02005ｨｨｨｰ0205ｨｹｨｪ04 ｨｪｨ ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬｨ 0 0ｨ ｨｪｨｪ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨ ｨｺｨｮ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ, 00609ｨｰｨｨ00ｨ 02ｨｬｨｮ ｨｪ06ｨｦ ｨｪ02ｨｺ06ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07, 06ｨ ﾂｨｨ09ｨ 06ｨｰ ｨｬ02ｨｰ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｰ0702 ﾂｨ ｨｰｨｺ ｨｺｨｮｨｬ02ｨｪｨｰｨ (fingerprints). 08ｨ ｨｺ 0706ｨｪ07ｨｰｨｪ06 ｨｨ04 ｨｪｨ 0409ｨ ｨｪｨｨ07, 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 05ｨｰｨｨ0 ｨｬ02ｨｰ ｨｨ ｨｨｨｰ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｪ02 09ｨ ｨｬｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ 05ｨｨ03ｨｹ ｨｪ02ｨｺ06ｨｰ ｨｪｨ ｨ 0608ｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨ02ｨｨ08ｨｮ06ｨｴｨｨ0 ｨｨ0 ｨｺ06ｨｪｨｰ080605ｨｹｨｪ040 09ｨｮｨｬｨｬ ( ｨｦ). 0206ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰｨ 06ｨｰ ﾂｨｰｨｨ-0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ, ｨｨ ｨ 0903ｨｨ0 06ｨｰ0702 ﾂｨ ｨｰｨｺ ｨ 02ｨｰ ｨｪ02ｨｺｨｨｨｦ ｨ 04ｨｪｨｨ02ｨ 09 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ060ｨ ｨｪ0609ｨｪ06ｨｬ ｨｰ06-84

85 ｨｨｨｪ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｪｨｨｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨｨｰ 09 08ｨ 0405ｨｨ ﾂｨｨｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ040 ｨ ｨｨｨｰｨｬ ｨｮ ﾂ02ｨｪｨｨ07 06ｨｰ0702 ﾂｨ ｨｰｨｺ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｪｨｨ02ｨｬ 06ｨｰ0702 ﾂｨ ｨｰｨｺ ｨ 04 ﾂｨｪ06 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｰ ﾂ ｨ 08ｨ ｨ ｨｪｨｨｨｦ:. 070ｨ 0502ｨｪｨｨ02 05ｨｨ03ｨｪｨｨ ｨ ｨ 0502ｨｪｨｨ02 HTML-08ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨ 0502ｨｪｨｨ02 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ ｨｨ ｨｪｨｨ02 ｨｺ 020ｨｨｨｪ06ｨｬｨｮ ｨｨ09ｨｰ08ｨｮ 09ｨｨｨｬ ｨ 0502ｨｪｨｨ02 09ｨｰ ｨ 0502ｨｪｨｨ ｨｨ03ｨｺ06ｨｬ 005ｨｨｨｪｨｪ040 ｨｨ 0905ｨｨ03ｨｺ06ｨｬ ｨｺ060806ｨｰｨｺｨｨ ｨｰ02ｨｬｨｬｨｨｨｪ ( ｨｪｨｨ02 04ｨｪｨ ﾂｨ ｨｴ02ｨｦ ﾂｨ 09ｨｰｨｨ) ｨｨｨｰｨｬ 03ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07 [3], ｨｴｨｨｨｦ ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｴｨｨ00907 ｨｬ02ｨｰ ｨｪｨｨ07 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 08ｨ 04ｨｮ02ｨｰ ｨｬｨｪ ｨｰ ﾂ02ｨｺ ｨｬ02ｨｪｨｰ ｨｪｨｪ06ｨｦ 005ｨｨｨｪ04, ｨｺｨ 03006ｨｦ ﾂｨｺ02 09ｨｰｨ 09ｨｨｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｺ060, ｨｪｨ ｨ 02ｨｬ04ｨｦ 03ｨｨｨｪ000506ｨｬ (shingle). 0209ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｮ0ｨｮｨｰ 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｨｨｬｨｨ, ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ ﾂｨｨ ｨｨｨｪ , ｨｰｨ ｨｪｨｪ040 ｨｨ04 ｨｨ0 ｨｰ02ｨｺ09ｨｰ0609, ｨ 002ｨｰ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ0603ｨｪ ｨ 04ｨｨｨｰｨｹ 06ｨｰｨｪ060302ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ 060ｨｨｨｪｨ ｨｺ ｨｨｨｪ ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｨ0 03ｨｨｨｪ ｨｰｨｺ02 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ﾂｨｨ0905ｨ 03ｨｨｨｪ ｨｰ0907 ｨ ｨｨｨｰｨｬ 09ｨｮ ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07, ｨｺ06000ｨ ｨｪｨ 0 08ｨ 04ｨ ｨｨｨｰ04ｨｬ ｨｪｨ 0008ｨｮ ｨｪｨ ｨ ｨｬ 03ｨｨｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｴ02 ｨｪ02ｨｺ06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 (06ｨ 04 ﾂｨｪ06 ｨC6) ｨｺ06ｨｪｨｰ080605ｨｹｨｪ040 09ｨｮｨｬｨｬ, ｨｪｨ ｨ 02ｨｬ040 09ｨｮ ｨｨｨｪ0005ｨ ｨｬｨｨ. 020ｨｪｨ ｨｺ ｨｨ 08ｨ ｨ 06ｨｰ02 09 ｨｺ060806ｨｰｨｺｨｨｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ (ｨｺ06ｨｰ060804ｨｬｨｨ ｨｰ0907 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｨ0902ｨｬ, ｨｪｨ 0708ｨｨｨｬ0208) ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｹｨｪ06 ｨｪｨｨ04ｨｺｨ. 04ｨ 0405ｨｨ ﾂｨｨ07 ｨｬ02030ｨｮ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｪｨ 0609ｨｪ ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07 ｨｬ0603ｨｪ06 ｨｮ050603ｨｨｨｰｨｹ 09 08ｨ ｨｬｨｺｨｨ ﾂ02ｨｰ ｨｮ ｨｨｨｦ [8]:. 04ｨ 04ｨｬ ｨｰ0806ｨｺｨｨ, ｨ 02ｨｬ06ｨｦ ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｮｨｪｨｺ02ｨｨ07, 0904 ﾂｨｨ ｨｴｨ ｨｪｨ 0609ｨｪ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ0806ｨｺｨｨ. 3. ﾁｨｨ ｨｦ, ｨｨ04 ｨｺ06ｨｰ ｨｬｨｨ08ｨｮ02ｨｰ ｨｰ0702 ﾂｨ ｨｰ06ｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨｨｰｨｬ 0904ｨ 0608ｨ (00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ) ｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｬ02ｨｰ060ｨ ｨｨ ｨｪｨｨｨｨ ｨｺ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02 ｨｬ060302ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｬ02ｨｪ07ｨｰｨｹ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｪｨ ｨ 0608ｨ ｨｨ ｨｹ04ｨｮ02ｨｬ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨ 06ｨｰｨ [0] 06ｨｰｨｬ02 ﾂｨ 02ｨｰ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02 ｨｨ ｨ ｨｪｨｨｨｦ, ｨｴ02ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｮ 0904ｨ ｨｨｨｬｨｪ ｨｨ07ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｨｨｰｨｬｨ 03ｨｨ0005ｨｨ080609ｨ ｨｪｨｨ07 ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨ ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨｮ ｨｰ ｨｰｨ 0608ｨｮ 03ｨｨｨｪ , ｨｨ 0706ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 ｨｰｨｴｨ ｨｰ0205ｨｹｨｪ04ｨｦ 07060ｨ 0608 ｨ ｨｨｨｰｨｬｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｰ 04ｨ ｨｬ02ｨｰｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｬ02 ｨｰ060006, 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ ｨｬ02ｨｰ , ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 06ｨｰ0702 ﾂｨ ｨｰｨｺｨｨ, ｨｰ0907 ｨｨ0 ｨｪ ｨ ｨｪ0609ｨｰｨｹ 06ｨｰ00205ｨｨｨｰｨｹ 04ｨｪｨ ﾂｨ ｨｴｨｨ02 ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ ｨｪ0204ｨｪｨ ﾂｨ ｨｴｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ02, 0708ｨｨ ｨｪ06ｨｬ 08ｨ 04ｨ ｨｨ02ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪｨ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｬｨｪ04ｨｦ 06ｨ ｨｲ02ｨｬ ( % ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 []) 008ｨ ｨｪｨｨｨｬ040 0ｨ ｨｪｨｪ ｨｰ0907 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ04ｨｬ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨ 00ｨｬ02ｨｪｨｰ ｨｰ0802 ﾂｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 020ｨｨｨｪ ｨｰ06 ｨ 0409ｨ 02ｨｰ 0905ｨｨ03ｨｺ06ｨｬ ｨｪｨ ｨｺ05ｨ 0ｨｪ ｨ 05ｨｹｨｪ040 ｨｮ ｨｨ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 0904ｨ ﾂｨｪ ｨ ｨｪ02ｨｪｨｨ07 06ｨｰ0702- ﾂｨ ｨｰｨｺ0609 ｨｪ02ｨｨ04ｨ 0203ｨｪ ｨｪｨｨｨｺｨｪ060902ｨｪｨｨ ｨｰ0208ｨｹ, ｨ ｨｪｨｪ040 06ｨｰｨ 08ｨ ｨ ｨｪｨｨ02ｨｬ 04ｨｪｨ ﾂｨ ｨｴｨｨ0 ﾂｨ 09ｨｰ02ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨｨｰｨｬ SPEX, ｨｪｨｪ04ｨｦ 09 [], ｨｰ 06ｨｰｨ 08ｨ ｨ ｨｰｨｹ ｨｪ0204ｨｪｨ ﾂｨ ｨｴｨｨ02 ﾂｨ 09ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｪ ｨｨ 05ｨｰ06ｨｬ 0708ｨｨ02ｨｬ0502ｨｬ0602 ｨｺｨ ﾂ0209ｨｰ ｨｰ02ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｮ07ｨｪ06ｨｬｨ 0903ｨｰｨ ｨ ｨｪ0602 ｨｨ ｨ ｨｪｨｨ02 [7] 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ 03ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨ, 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨｺ02ｨｨ070 [4] 0708ｨｨ 08ｨ ｨ 06ｨｰ ﾂ02ｨｪｨｹ ｨ 0605ｨｹ03ｨｨｨｬｨｨ 06ｨ ｨｲ02ｨｬｨ ｨｬｨｨ 0ｨ ｨｪｨｪ040 (ｨ ,5 ｨｬｨｨ0505ｨｨｨ 080ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609). 0306ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 09ｨｰ060806ｨｦ ｨ ｨｨｨｰｨｬ 0708ｨｨ ｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ 0 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0706ｨｺｨ ｨ 02ｨｰ ｨ 0605ｨｹ03ｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ. 06ｨ ｨｺ ｨｰｨｬ02- ﾂ02ｨｪｨ 06ｨ 06060ｨｪ06 ｨｪｨｨ04ｨｺｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04 060ｨｪ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ, ﾂｨｰ06 06ｨ ｨｮ ｨｪ06 ﾂｨ 09ｨｰ04ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 03ｨ ｨ 0506ｨｪ0609 web09ｨｰ08ｨ ｨｪｨｨ02 (ｨｪｨ 0708ｨｨｨｬ0208, 09 06ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ 00ｨ 04ｨｨｨｪｨ 0). 0805ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ04ｨｦ , ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ 09 ｨｺｨ - ﾂ0209ｨｰ0902 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｰ0208ｨｬ04, ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ ｨｨ02ｨｨｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 008ｨｮ00 008ｨｮ00ｨ, 0905ｨｮ03ｨｨｨｰ 0609ｨｪ060906ｨｦ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ , ｨｨ04 ｨｺ06ｨｰ ｨｪｨｨｨｬ ｨｨ04 09ｨ ｨｬ040 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨｰ0907 I-Match [5] ｨｹ04ｨｮ ｨ ｨ 05ｨｹｨｪｨｮ06 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｮ IDF ｨｰｨ 0608ｨ ｨｬｨｪ ｨｰ09ｨ ｨｰｨ 09ｨｨｨｰ0205ｨｹｨｪ , 06ｨｪ 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｰ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 (060906ｨ 02ｨｪｨｪ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609) ｨｮ ﾂｨ 02 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 020ｨｨｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ ｨｨｨｰｨｬ ｨｹｨｬｨ ｨｪ02ｨｮ09ｨｰ06ｨｦ ﾂｨｨ09 ｨｺ ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｺ 0907ｨ ｨｬ020809ｨｺ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 07ｨｨ0902ｨｬ), ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｬ0603ｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ, ｨｦ007 ｨｺ ｨｪｨ ｨ 0608ｨｮ ｨｨ04 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 09ｨｨ00ｨｪｨ ｨｰｨｮ08, ｨｺｨ 030ｨ 07 ｨｨ04 ｨｺ06ｨｰ ｨｮ ﾂｨ 02ｨｰ ｨｮｨｰ02ｨｬ 08ｨ ｨｪ006ｨｬｨｨ04ｨ 02ｨｨｨｨ 0502ｨｺ09ｨｨｨｺ06ｨｪｨ [9]. 0602ｨｬ 09ｨ ｨｬ04ｨｬ, 060ｨｪｨ ｨｺ06, ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｪ0609ｨｰｨｹ 0908ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ04-04ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｰ09ｨ 06ｨｰ0702 ﾂｨ ｨｰｨｺ ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ04ｨｮ02ｨｬ040 ｨｬ02ｨｰ ｨｰ ｨｪｨｨｨｬ ｨｨ04 09ｨ 03ｨｪ02ｨｦ03ｨｨ0 ｨｮ ｨｨｨｦ ｨｮ ﾂｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨｬｨｨｨｬ06 ｨｬｨｨ0505ｨｨｨ ｨｰ0802ｨ ｨｮ06ｨｴｨｨ0 ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ ｨ -09ｨｰ08ｨ ｨｪｨｨ02, ｨｪ0209ｨｪ06 06ｨ ｨｪ ｨｰ ｨｰｨｪｨｨ ｨｰ ﾂ 0502ｨｪｨｰ ｨｪ ｨｰ02ｨｦ (RSS) ｨｨ 08ｨ ｨ 06ｨｰ0907 ｨｬｨｨ0505ｨｨ06ｨｪ ｨ ｨｬ-07ｨｨ0902ｨｬ ｨｰｨｨ0 ｨｮ ｨｨ070 09ｨｺ ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨｰ0907 ｨｺ08ｨｨｨｰｨｨ ﾂｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ06ｨｦ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ ﾂｨｪ04ｨｬ ｨ 06ｨｬ ｨｮ09ｨｺ060802ｨｪｨｨ ｨ 09ｨｪ02ｨｪｨｨ07 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｰ ｨｬｨｪ ｨｰ09ｨ 06ｨｰ0702- ﾂｨ ｨｰｨｺ0609, ｨｨ002ｨｪｨｰｨｨ00ｨｨ02ｨｨ08ｨｮ06ｨｴｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ, ｨｺ 060ｨｪ06ｨｬｨｮ 00ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｪｨｪ04ｨｦ 09 [2] ｨ ｨｨｨｰｨｬ ｨｮ ﾂ02ｨｪｨｨ07 ｨｪ02- ﾂ02ｨｰｨｺｨｨ0 06ｨｰ0702 ﾂｨ ｨｰｨｺ ｨｰ ｨ 08ｨ 04ｨｪ04ｨｬ 0708ｨｨ ｨｪｨｨ02ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902ｨｪｨｪ06- ﾂｨｮ0909ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｨ080609ｨ ｨｪｨｨ07 (locality sensitive hashing) ｨｺ ｨ 0502ｨｬ ｨｨ09ｨｺｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ08ｨ 0709ｨｹ ｨｰ080602ｨｪｨｨ07 09ｨｨ00ｨｪｨ ｨｰｨｮ0804 ｨｪｨ ﾂｨ 09ｨｰ06ｨｰｨｮ ｨｨｨｺ ｨｰ0208ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ, 0706ｨｺｨ 04ｨ ｨｪｨ 06ｨｰ05ｨｨ ﾂｨｪｨ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 09ｨｺｨｮ ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06. 00ｨ 03ｨｪ04ｨｬ ｨｦ09ｨｰ0906ｨｬ ｨｬ02ｨｰ , 09ｨｰｨ 0907ｨｴｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ｨｺｨ 03006ｨｬｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪｨｮ06 09ｨｨ00ｨｪｨ ｨｰｨｮ08ｨｮ, ｨｰ ｨ ｨｨｨｪｨ 08ｨｪ0609ｨｰｨｹ03 ｨｨ0 09ｨｮ03002ｨｪｨｨｨｦ ｨ ｨｬ06ｨｬ , 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨ ｨｮ0ｨｮｨｰ 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｨｨｬｨｨ ｨｰ0605ｨｹｨｺ06 09 ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨ ｨｨ0 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨ 0ｨ 06ｨｰ ｨｰｨｨ09ｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｪｨｨｨｺｨ ｨｺ06ｨｦ ｨｨ ｨｬ02030ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ 06ｨ ｨｪｨ 08ｨｮ0302ｨｪ06 ｨｪ02 ｨ ｨｮ002ｨｰ. 0308ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨｨｨ ｨｨ ﾂｨｨｨｪ ｨ, ｨｺ06ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰｨ 06ｨｰ0907 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ, ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 06 ﾂ0209ｨｨ0ｨｪ06, ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪ ｨｬ

86 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ ｨ ｨｪｨｨｨｰｨｹ ｨｺｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ ｨｨｨ 07ｨ 0406ｨｪｨ : 00609ｨｰｨｨ00ｨ ｨｺ06ｨｦ ｨｪ06ｨｰ04, ｨｬ ｨｰ09ｨｮ02ｨｬ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06, ｨｨ ｨｪｨ 06ｨ ｨｰ ｨｨ ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨｬ02ｨｰ ｨｰ080602ｨｪｨｨ07 09ｨｨ00ｨｪｨ ｨｰｨｮ0804: 09ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 09ｨｰ0806ｨｨｨｰ0907 ｨｪｨ 0609ｨｪ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨｺｨ ｨｺ-ｨｰ06: ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨｪ040 09ｨｨｨｬ ｨｰ02ｨｺ09ｨｰ02 (ｨｰ06 ﾂ02ｨｺ, ｨ , ｨｨｨｬ ); 06ｨ ｨｴｨ ｨｨｨｪｨ ｨｰ02ｨｺ09ｨｰｨ (09 ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ 08070ｨ ｨｬ02ｨｪｨｰ0609 ｨｨ ｨ 0204); ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ 06ｨｰｨｪ060302ｨｪｨｨ ｨｺ06-, ｨｪ02- ｨｨ ｨｪｨｨ04ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ02; ｨｪ ｨｨｨｪｨ ｨｪｨｨ07 ｨｨ ｨ ; ｨｨ ｨｰ ｨ ｨ ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｨ08ｨ 02ｨｰ0907, ｨｨ ｨｨ ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｨ ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 09ｨｨ0ｨ ｨｬ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ. 0ｨ 0708ｨｨｨｬ0208, ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ06- ﾂ02ｨｺ, 04ｨ 0707ｨｰ040 ｨｨ 04ｨ 0005ｨ 09ｨｪ040 ｨ ｨｮｨｺ09 09 ｨｰ02ｨｺ09ｨｰ ｨｰ 0708ｨｨｨｬ0208ｨｪ06 04ｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨｨｨｦ 09 ｨｰ02ｨｺ09ｨｰ02; 06ｨ ｨｴｨ ｨｨｨｪｨ ｨｰ02ｨｺ09ｨｰｨ 09 09ｨｨｨｬ090605ｨ 0 09 ｨｨ09ｨｺ0506- ﾂ02ｨｪｨｨ02ｨｬ ｨ ｨｨ 09ｨｰ ｨ 02ｨｰ 06ｨ ｨｴｨｮ ｨｪｨｺｨｮ 06ｨ ｨｲ02ｨｬｨ ; ｨｪｨｺｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｨ 06ｨｰｨｪ060302ｨｪｨｨ07 08ｨ 04ｨｪ06 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｪ02ｨｺ06ｨｦ 04ｨ ｨｬ02ｨｪ06ｨｦ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｰ. 0. 0ｨ 09ｨｺ0605ｨｹｨｺ06 ｨｨ ｨｰｨｪ06 ｨ 09ｨｰ0608ｨｮ, 08ｨ ｨ 06ｨｰ, ｨｴ02ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 09ｨｨ00ｨｪｨ ｨｰｨｮ08, 0609ｨｪ0609ｨ ｨｪｨｪ040 ｨｪ ｨｰ0902ｨｪｨｪ06 ｨｪｨ 005ｨｨｨｪ02 ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 0405ｨｨ ﾂｨｪ ｨｬ02ｨｪｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｨ ｨｪ040 06ｨｰ 05ｨｰｨｨ ｨｨ ﾂｨｨｨｪ, ｨｪ ｨｨ050609ｨｹ. ﾁｨｰ06 ｨｺｨ 09ｨ 02ｨｰ ｨｪｨ ｨｨｨｬ ｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨ06, ｨｰ06 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨ ｨｨｨｰｨｬ0609 ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ06 06ｨｰｨ 08ｨ ｨ 06ｨｰ ｨ ｨｪ ｨｨｨｬ ﾂ0502ｨｪ02ｨｪｨｨ07 ｨｰ0208ｨｬ0609 ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｹ 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｬ0603ｨｪ ｨｬｨｮ05ｨｨ080609ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨｨ ｨ ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 060ｨｪｨｨ0 05ｨｨ03ｨｹ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 (ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ ｨｬｨ ｨｪｨｰｨｨｨｺｨｨ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨ 05ｨｹｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ) 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｪｨｨ ｨｺｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , ｨ ｨｨｨｰｨｬ0609 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰ08ｨｨｨｺｨｨ 0004ｨ 0608 ｨｬ02ｨｰ08ｨｨｨｺ, ｨｺｨ ｨｺ ｨｮ0302 ｨ ｨｺｨ 04ｨ ｨｪ06 09 [2], 0906 ｨｬｨｪ060006ｨｬ ｨｰ ｨｪ0609ｨｰｨｹ ｨｨ ｨ ｨｪｨｨ07. 02ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨ 05ｨ ｨｹ 06ｨ ﾂｨｨｨｰｨｹ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨｮ ｨｪ06ｨｰｨｮ ｨｮ ﾂｨ 02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮｨｴｨｨｨｬｨｨ 08ｨ ｨ 06ｨｰｨ ｨｬｨｨ 09 05ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ. 00 ｨｨｨｰ ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ 0607ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨｪｨｨ0302, 0906 ｨｬｨｪ060006ｨｬ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｦ, ｨｪｨ ｨ 0608 ｨｬ02ｨｰ08ｨｨｨｺ ｨｹ04ｨｮ02ｨｬ ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: ｨC a ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪｨ ｨｦ002ｨｪｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨ 0ｨ 06ｨｴｨｨ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ03 07ｨ 08ｨ ｨｬｨｨ; ｨC b ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪｨ ｨｦ002ｨｪｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨｪ ｨ 0ｨ 06ｨｴｨｨ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ03 07ｨ 08ｨ ｨｬｨｨ; ｨC c ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02 ｨｪｨ ｨｦ002ｨｪｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨ 0ｨ 06ｨｴｨｨ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ03 07ｨ 08ｨ ｨｬｨｨ; ｨC d ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02 ｨｪｨ ｨｦ002ｨｪｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨｪ ｨ 0ｨ 06ｨｴｨｨ ｨ ｨｪｨｰｨｪ04ｨｬｨｨ03 07ｨ 08ｨ ｨｬｨｨ ﾂｨｪ0609ｨｰｨｹ (Precision) ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 06ｨｰｨｪ060302ｨｪｨｨ02 06ｨ ｨｴ ﾂｨｨ0905ｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨ ｨｪｨｰｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ﾂｨｨ0905ｨｮ ｨｪｨ ｨｦ002ｨｪｨｪ040 07ｨ ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02 06ｨｪｨ ｨ ｨｮ002ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ040609ｨ ｨｰｨｹ ｨ ｨｪ0609ｨｰｨｹ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｰ0605ｨｹｨｺ ｨ ｨｪｨｰｨｪ ｨ a P = a + b ｨｪ06ｨｰｨ (Recall) ﾂｨｨ ｨｰ0907 ｨｺｨ ｨｺ 06ｨｰｨｪ060302ｨｪｨｨ02 06ｨ ｨｴ ﾂｨｨ0905ｨ ｨｪｨ ｨｦ002ｨｪｨｪ ｨ ｨｪｨｰｨｪ040 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ﾂｨｨ0905ｨｮ ｨ ｨｪｨｰｨｪ ｨ ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨ ｨｪ0609ｨｰｨｹ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｪｨｮ03ｨｪ ｨ a R = a + c 08-ｨｬ0208ｨ (F, F-measure). 0ｨ 08ｨｬ06ｨｪｨｨ ﾂ0209ｨｺ ｨｪ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ ｨ ｨｪｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｴ02ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ, 06ｨ ｨｲ020ｨｨｨｪ0706ｨｴ02ｨｦ ｨｮｨｴｨｨ02, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｨ ｨｪ06ｨｰｨ ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 09 ｨｪ02ｨｦ ｨｨｨｪｨ ｨｺ060904ｨｬ ｨｬ. 2PR F = P + R 08ｨｺｨｺｨｮ08ｨ ｨｰｨｪ0609ｨｰｨｹ (Accuracy). 02ｨｰｨｪ060302ｨｪｨｨ02 ﾂｨｨ0905ｨ 0708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｨｨｦ ｨ ｨｨｨｰｨｬｨ ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ﾂｨｨ0905ｨｮ ｨｪｨｨｨｦ. a + d A =, m=a+b+c+d. m AC ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪｨ ｨｨ07 ｨｺｨ ｨｪｨ, 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨ ｨｨｨｬｨｪ ｨ 09ｨｨ07 009ｨｮ ｨｪｨｴｨｨｨｺ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｪｨｺｨｨ 09ｨｰ020702ｨｪｨｨ ｨ 09ｨｨ07 ( ｨｺｨ 02ｨｬ0609ｨｰｨｨ) ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609. p( E) A AC =, 6ﾓ p( E) 2a + b + c p(e) =2P ｯ(-P ｯ) ｨｨ P' = 2m ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｪ02ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨ07 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 0008ｨｪ002ｨｺ0903 ｨ ｨｰｨ ｨｪ ｨｪｨ ｨ ｨ ｨｪｨｪ040 00Web-09ｨｰ08ｨ ｨｪｨｨ0204 ｨｺ ｨｺ02ｨｨｨｨ ｨｰｨ ｨｺ ｨｺ02ｨｨ07 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ ｨｬｨｺｨ ｨｨｨｦ09ｨｺ ｨｬｨｨｨｪｨ 08ｨ ｨｪｨｺ02 ｨｬ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ( ) ｨｨ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｺｨ 750 ｨｰ ﾂ 09ｨｰ08ｨ ｨｪｨｨ02, ｨ ｨｴｨｨ00907 ｨ ﾂ02ｨｬ ｨ ｨｦｨｰ ｨｬ02ｨｪｨ narod.ru. 02ｨ ｨｪｨｪ ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ 0 05ｨｰ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ ｨｬ0209ｨｰ02 09 ｨｪｨｨｨｬ, ｨｰｨ ｨｨ09ｨｹ ｨｪｨ 0609ｨｪ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪ03ｨｰｨ ｨｦｨｪｨ (ｨｪｨ ｨ 02ｨｬ06ｨｦ ｨｰｨ ｨｺ ｨ 0909ｨｰ0607ｨｪｨｨ02ｨｬ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07). 06ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨ07 08ｨ 09ｨｪｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨ 02ｨｨｨｦ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07, ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨ ｨｪｨｨ07 060ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｮ0006ｨｦ ｨｨ ｨｨ ｨｰｨｪ04 07ｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｰ09ｨ ｨｺ06ｨｰ , ｨｮ0ｨ 0502ｨｪｨｨ07 ｨｰ , ｨｰｨ ｨｪ02 ｨｬ02ｨｪ % ｨｨ ｨｰ0607ｨｴｨｨ0 ｨｪ02 ｨｬ02ｨｪ0202, ﾂ02ｨｬ ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 09ｨｪｨｨ09ｨ 05ｨｨ09ｨｹ ｨｨｨｬ02ｨｪｨｪ ｨｰｨｨｨｬ 00ｨｨ002ｨ 05ｨｹｨｪ04ｨｬ ｨｨ09ｨｺ06ｨｬ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｨ0906ｨｺ 09ｨｰ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 06ｨｪ 0002ｨｪ0208ｨｨ080609ｨ ｨｨ04 00ｨ ｨｦ05ｨ stopword.lst, ｨｴ ｨｰｨ ｨ 060ｨｪ06 08ｨ ｨｰ08ｨ ｨｪ0702ｨｬ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 0008ｨｪ002ｨｺ ｨｮｨｺｨｰｨ 08ndex.Server 3.8 Free Edition ｨｨ ｨｰ0607ｨｴ ｨｨ

87 ｨｨｨｪ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｪｨｨｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ﾂｨ 09ｨｰ06 ｨｮ0706ｨｰ0802ｨ ｨｨｨｬ ｨｮ0909ｨｺ ｨｨ ｨ ｨｪ0005ｨｨｨｦ09ｨｺ ｨｺ ｨｮ0ｨ 0502ｨｪｨｨ07 HTML-08ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 06ｨｰｨｺ0804ｨｰｨ 07 Java-ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ HTML Parser 2, ｨｰｨ ｨｴｨ 07 0ｨ ｨｪｨｪｨｮ06 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｹ. 00 ｨｺ06ｨｪ02 ﾂｨｪ06ｨｬ ｨｨｨｰ ｨｺｨ 03006ｨｬｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ 09ｨｰｨ 09ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 28-ｨ ｨｨｨｰｨｪ04ｨｦ MD , ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｨ ｨｪ0208ｨｨ080609ｨ ｨｪｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 [0], MD5 0ｨ 02ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｬ02ｨｪｨｹ ﾂｨｨ ｨｪ ｨ ｨ ｨ ｨｰ0409ｨ ｨｪｨｨｨｦ, ﾂ02ｨｬ 40-ｨ ｨｨｨｰｨｪ04ｨｦ ｨ ｨ ｨｨｨｪｨ, ｨｨ ｨｹ040609ｨ ｨｪｨｪ04ｨｦ 09 08ｨ ｨｪｨｪｨｨ0 ｨｨ ｨ ｨｪｨｨ070, 0708ｨｨ ｨ ｨｪ02ｨｪｨｨｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺ06ｨｦ 09ｨｺ ｨｰｨｨ 0002ｨｪ0208ｨ 02ｨｨｨｨ ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｨ09ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｺ0506 ﾂｨ 05ｨ ｨ ｨ 05ｨｨ04ｨ 02ｨｨ ｨｮ06ｨｴｨｨ0 05ｨｰｨ : ｨｰ0609ｨｺｨ ｨｰ0209ｨｰ ｨ ｨｪｨｪ040: a. 03ｨ 0809ｨｨｨｪ00 04ｨ ｨｺ0609 ｨｨ ｨｨｨｪ002ｨｺ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｰｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨ 09ｨｰ0902ｨｪｨｪｨｮ06 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040. b. 05ｨ ｨｪ02ｨｪｨｨ ｨｪｨｨｨｦ 06ｨ ｨｨ ｨｰｨｪ040 07ｨ 08ｨ 0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ ｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, ｨｺｨ ｨｨ04 ｨｺ06ｨｰ ｨｪ0705ｨｨ09ｨｹ: a. 002ｨｪ0208ｨ 02ｨｨ ｨｦ ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ. i. 070ｨ 0502ｨｪｨｨ02 HTML-08ｨ 04ｨｬ02ｨｰｨｺｨｨ (020905ｨｨ ｨｰ0802ｨ 0609ｨ ｨｹ). ii ｨｰ080602ｨｪｨｨ02 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｬ ｨ ｨｨｨｰｨｬ06ｨｬ ｨｰ0209ｨｰｨ. iii ｨｨ080609ｨ ｨｪｨｨ02. b. 08ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0607ｨｨ09ｨ ｨｪｨｪ ｨｬ02ｨｰ08ｨｨｨｺ ｨ 09 ﾂ02ｨｰ 09ｨｰ020702ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ00 008ｨｮ00ｨｮ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｨ00202ｨｦ ｨｨ ｨ ｨｪｨｨ07, ｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, ｨｨ ｨｮ06ｨｴｨｨ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰ02ｨｺ09ｨｰｨ 0708ｨｨ 0002ｨｪ0208ｨ 02ｨｨｨｨ ｨｨ0902ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ 0 : ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨｬ ｨｨ 04ｨｪｨ ｨｺ ｨｨｨｪｨ ｨｪｨｨ ﾂｨｨｨｰ0409ｨ ｨｹ ﾂｨｨ ｨｪｨｨｨｦ 09 ｨｰ02ｨｺ09ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ d ｨｺｨ ｨｨｨｬ090605ｨ ｨｨ04 ｨｪｨ ｨ 0608ｨ p, 09ｨｺ0506 ﾂｨ ｨ ｨｮ06ｨｴｨｨ ｨｬ02ｨｪｨｰ04:., ｨC _ : ;!? () ｨｨ 09ｨｨｨｬ ｨ 0205ｨ. 0206ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｨ ｨｺｨｰ0608ｨ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｬ02ｨｪｨｰ0609, ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ ｨｺ06ｨｰ ｨｹ ﾂｨｨ ｨｪｨｨｨｦ ｨｺｨ ｨｨｨｬ090605ｨ ｨｺｨｮｨｬ02ｨｪｨｰ. s = (c,c 2, ｭ,c ), c i = Count(d, p i ) ｨｰ 0 2: ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 0405ｨｨ ﾂｨｪ ｨｨｨｪ ﾂｨｨｨｰ0409ｨ ｨｹ ﾂｨｨ ｨｪｨｨｨｦ ｨ 0405ｨｨ ﾂｨｪ ｨｨｨｪ 09 ｨｰ02ｨｺ09ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ( ｨｹ ｨｨ 0ｨ ｨｬ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ0907 ｨｪ ｨｪｨ 07 ｨ 0500ｨ 09ｨｨｨｰｨｪ0602ｨｨ ｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ). 0206ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｨ ｨｺｨｰ0608ｨ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ06, 08ｨ 09ｨｪ06ｨｦ 005ｨｨｨｪ02 09ｨ ｨｬ ｨｨｨｪｨｪ ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ L. 0806ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ 0902ｨｺｨｰ0608ｨ ｨ 09ｨｹ 09ｨｰ0806ｨｺｨ 09ｨｨ0ｨ : 00[005ｨｨｨｪｨ ｨ ] ｨC [ ﾂｨｨ ｨｪｨｨｨｦ] s = (c,c 2, ｭ,c L ), c i = d i + Count(d, d i ), L = Max(Length(d i )) ｨｰ 0 3: ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｪ ｨｨｨｪｨ ｨｨ ｨｪｨｨｨｦ ﾂｨｨｨｰ0409ｨ 05ｨ 09ｨｹ ｨｪ ｨｨｨｪｨ ｨｰ0208ｨｬｨ ｨｨ ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ02, ｨ ｨｰｨ ｨｺ ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ020 ｨｨ 008ｨｮ00ｨｨ0. 05ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ ｨｰｨ ｨ 09ｨｹ 07ｨｮｨｰ02ｨｬ ｨｺ06ｨｪｨｺｨ ｨｰ02ｨｪｨ 02ｨｨｨｨ ｨｮ ﾂ02ｨｪｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 09ｨｰ0806ｨｺ06ｨｦ 09ｨｨ0ｨ : 00[ ｨｪ ｨｨｨｪｨ ｨ ] ｨC [ ｨｪ ｨｨｨｪｨ ｨｪｨｨ07] ｨC [ ﾂｨｨ ] ｨC [06ｨ ｨｴ0202 ﾂｨｨ ｨｪｨｨｨｦ] ｨｨ ｨｰｨ ｨｺ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪ04 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨｰ00205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｨ ｨｪｨｨ07 ( ｨｪ ｨｨｨｪｨｮ ｨｨ 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906). 02ｨｪｨｨ 0706ｨｺｨ 04ｨ 05ｨｨ ｨｪｨ 20ｨC25 % 0ｨｮ003ｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0708ｨｨ ｨ ｨｪ02ｨｪｨｨｨｨ ｨｰ06ｨｦ ｨｪ06ｨｰ04, ﾂｨｰ06 ｨｨ 09 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｪ06ｨｬ ｨｰ0209ｨｰ ｨｰ 0 4: ｨｮ050708ｨｪ ｨ ﾂｨｨｨｰ0409ｨ ｨｹ ﾂｨｨ ｨｰ060802ｨｪｨｨｨｦ ｨｺｨ ｨ 09 ｨｰ02ｨｺ09ｨｰ02 006ｨｺｨｮｨｬ02ｨｪｨｰｨ. 0206ｨｺｨｮｨｬ02ｨｪｨｰ 08ｨ 04ｨ ｨｨ09ｨ ｨｪｨ ｨｰ0208ｨｬ04 ｨｨ ｨｰｨ ｨｨ ｨｺｨｰ0608ｨ, 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｺ06ｨｰ ｨ 09ｨｪｨ 08ｨ 04ｨｬ0208ｨｮ ｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ n. 0806ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ 0902ｨｺｨｰ0608ｨ ｨ 09ｨｹ 09ｨｰ0806ｨｺｨ 09ｨｨ0ｨ : 00[ ] ｨC [ ﾂｨｨ ｨｪｨｨｨｦ]03. s = (c,c 2, ｭ,c n ), c i = d + Count(d, d i ) ｨｹ04ｨｮ02ｨｬ04ｨｦ 09 0ｨ ｨｪｨｪ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨ ｨｨｨｰｨｬ ｨｨｨｬ0202ｨｰ 06ｨｰ0ｨ 0502ｨｪｨｪ ｨｰ ｨ ｨｨｨｰｨｬ06ｨｬ I-Match, 060ｨｪｨ ｨｺ06 ｨｨｨｬ0206ｨｰ ｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ040 06ｨｰ05ｨｨ- ﾂｨｨ07: ｨｨ ｨｹ04ｨｮ06ｨｰ0907 0ｨ ｨｪｨｪ0402 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｨ04 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨ ｨｨ ﾂ02ｨｪｨｨ07 09ｨｪ0203ｨｪｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 0ｨ ｨｪｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｰ0208ｨｬ0609; ｨ ｨｰｨ ｨｺ0302 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰｨ ｨｰ0208ｨｬｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨｰｨ ｨｺ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪ ｨｮ06ｨｴｨｨ02 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ : ｨC 06ｨ ｨｺｨ 20ｨC35 % 09 ｨｺｨ 03006ｨｦ 09ｨｰ060806ｨｪ04 06ｨｰ090608ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｪｨｨｨｦ 0907ｨｨ09ｨｺｨ ｨC ｨｪ02 06ｨｺｨ 04ｨ 05ｨ 04ｨ ｨｬ02ｨｰｨｪ ｨｨ07ｨｪｨｨ07 (ｨｬ02ｨｪ0202 %); ｨC ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｪｨｨ02 ｨｪ , ｨ ｨｪｨｨｨｦ ｨC ｨｪ02 06ｨｺｨ 04ｨ ｨ ｨｬ02ｨｰｨｪ ｨｨ07ｨｪｨｨ07 (ｨｬ02ｨｪ0202 %); ｨC 06ｨｰ090608ｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｦ 0706 ﾂｨｨ0905ｨｮ ｨｪｨｨｨｦ 0907ｨｨ0906ｨｺ , ｨｪ0608ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ04ｨｦ ｨｨ 06ｨｺ08ｨｮ000502ｨｪｨｪ04ｨｦ ｨｪｨ ｨｺｨ ｨ 0707ｨｰ06ｨｦ ｨC 0ｨ ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 09 08ｨ 04ｨｬ ｨC2 % ｨｰ 0 5: ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 005ｨｨｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ 08ｨ 04ｨ ｨｨ09ｨ ｨｪｨ ｨｰ0208ｨｬ04, ﾂ ｨｨ ｨｨ05ｨ 09ｨｹ ｨｺ06ｨｪｨｺｨ ｨｰ02ｨｪｨ 02ｨｨ07 005ｨｨｨｪ ｨｦ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｰ0208ｨｬ ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ 09ｨｰ0806ｨｨ05ｨ 09ｨｹ ｨｪｨ 0609ｨｪ ｨｮ ﾂ02ｨｪｨｪ ｨｺｨｰ0608ｨ ｨｰ 0 6: ｨ ｨ ｨｰｨｪ04ｨｦ ｨｺｨｮ07ｨｪ04ｨｦ ｨｰ0209ｨｰ, 0906ｨ ｨｨ08ｨ 06ｨｴｨｨｨｦ ｨｮｨｴｨｨ02 ｨｰ0209ｨｰ ｨｨｨｪ. 05ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ 0906ｨ ｨｨ08ｨ 05ｨ 09ｨｹ ｨｺ06ｨｪｨｺｨ ｨｰ02ｨｪｨ 02ｨｨ02ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ08 ｨｰ0209ｨｰ0609 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰ ｨｨ ｨｪ04 09 ｨｰｨ ｨ 05. ｨC6. 04ｨ 0903ｨｨ ｨｺｨ 04ｨ ｨｺ0609 ｨｰｨ ｨ 05ｨｨ02: ｨC ｨC ｨ ｨｨ ﾂｨｨｨｪｨ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ ｨｪ03ｨｰｨ ｨｦｨｪｨ, 09 ｨｺ06ｨｰ060806ｨｦ 06ｨｪｨｨ 09 ﾂｨｨｨｰｨ 06ｨｰ ｨｨｨｬｨｨ; ｨC ｨC ﾂｨｨ ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨｨｨ ｨｰ0209ｨｰ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ040; 87

88 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨC ｨｰ ｨC ﾂｨｨ ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｰ0209ｨｰｨ ; ｨC 02ｨ ｨｴｨｨ02 ｨC ﾂｨｨ ｨ 002ｨｪｨｨｨｦ 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｰ0209ｨｰｨ ｨｨ ; ｨC 07ｨｪｨｨｨｺ04 ｨｨ 07ｨｪｨｨｨｺ06 ｨC ﾂｨｨ ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ040 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨｨｨ ｨｨ ｨｰ0209ｨｰｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ0209ｨｰ ｨｨ ｨｪｨ ｨｪｨ 08ｨｨ09. ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ 0 06ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,9 0,48 0,63 0, ,50 0,87 0,63 0, ,42 0,92 0,58 0, ,37 0,92 0, ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,59 0,70 0,64 0, ,24 0,95 0,38 0, ,20 0,96 0,33 0, ,7 0,96 0, ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,58 0,69 0,63 0, ,24 0,94 0,39 0, ,20 0,96 0,33 0, ,8 0,96 0, ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,45 0,95 0,6 0, ,4 0,96 0,24 0, , 0,96 0,20 0, ,0 0,96 0, ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,59 0,72 0,65 0, ,24 0,95 0,38 0, ,9 0,97 0,32 0, ,7 0,97 0, ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ ｨ 05ｨｨ02ｨ ｨｰ 02ｨ ｨｴｨｨ02 07ｨｪｨｨｨｺ04 07ｨｪｨｨｨｺ ｨｪ06ｨｰｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08-ｨｬ0208ｨ, ,45 0,96 0,6 0, ,4 0,96 0,24 0, , 0,96 0,20 0, ,0 0,96 0,8 88

89 ｨｨｨｪ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｪｨｨｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨ 00ｨｨｨｺ ｨｪ06ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｰ0209ｨｰ ｨｪｨｨｨｦ, ｨ ｨ ｨｰｨｪ04ｨｦ ｨｰ0209ｨｰ, 06ｨｺｨ 04ｨ ｨｹｨｬｨ ｨ 05ｨｨ0406ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｺ ｨｰ0209ｨｰｨｮ ｨｬ06ｨｰ0807 ｨｪｨ 09ｨｰｨ ｨ ｨｨ05ｨｹｨｪ ｨｺｨ ｨ 02ｨｬｨｮ06 ｨｨｨｬ ｨｺｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ, ｨｪ06ｨｰｨ 0609ｨｰｨ ｨ ｨ ｨｰｨｹ 05ｨｮ ﾂ ｨｰｨｨ ｨｪ0609ｨｰｨｹ 02ｨｬｨｮ, ｨｰ0209ｨｰ ｨｪｨ 0609ｨｪ ｨｨｨｬ ｨｺｨ 04ｨ 05 ｨｬｨｪ ｨｨ03ｨｪｨｨ003 07ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨ , 08ｨ 09ｨｪ06ｨｬ, ｨｺ06ｨｰ ｨ ｨｰ02ｨｬ 04ｨ ｨｪ0705ｨｨ ｨｬ0209ｨｰ ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨｨｨ ｨ 006 0, ｨ ｨｪ04ｨｦ 0004ｨ 07ｨ ｨｺｨ 04ｨ ｨｪｨｨｨｦ ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ ｨｪ04ｨｬ ｨ 0ｨ ﾂ. 08-ｨｬ0208ｨ ｨ ｨｪｨｪ ｨｰ0209ｨｰｨ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ｨｨ ｨｪｨ ｨ 0608ｨ ｨｰ0209ｨｰ0609 (04ｨ 060ｨｪｨｨｨｬ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ) ｨｰ04 ｨｨ04 09ｨｰ060806ｨｦ 0008ｨｮ ｨｺｨ 04ｨ 05ｨｨ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ02 ｨｰ060006, ｨ ｨ ｨｰｨｪ04ｨｦ ｨｰ0209ｨｰ 0 6 ｨ ｨｰｨ 05ｨｹｨｪ ｨ ｨｪｨ 05ｨｨ04ｨｨ080609ｨ ｨｪ ｨ 0405ｨｨ ﾂｨｪ040 0ｨｨｨ 07ｨ 0406ｨｪ ｨｨｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (ｨｰｨ ｨ 05. 8). 06ｨ ｨ 05ｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ ｨ 0405ｨｨ ﾂｨｪ040 0ｨｨｨ 07ｨ 0406ｨｪ ｨｨｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (0706 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ) 04ｨｨ ｨ 00ｨｨｨｺ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨ 0405ｨｨ ﾂｨｪ040 ｨｰ0209ｨｰ ｨｺ0506 ﾂ02ｨｪｨｨ02 09ｨｰ (00507 ｨｰ020 ｨｰ0209ｨｰ0609, 09 ｨｺ06ｨｰ ｨｰ06 ｨ 04 ｨｨｨｬ ｨｬ040905) ｨｪ02 0ｨ ｨ ｨｬ02ｨｰｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ : 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ07 06ｨｰ ｨ ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪ ｨ 05ｨｨ % (ｨｺｨ ｨｺ ｨｨｨｰ0205ｨｹｨｪｨｮ06, ｨｰｨ ｨｺ ｨｨ 09 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪｨｮ06 09ｨｰ060806ｨｪｨｮ). 06ｨ ｨｺ0302 ｨ ｨｮ09ｨｰｨ ｨｪ ｨｪ06, ﾂｨｰ ｨｨ02ｨｪｨｰｨ 02ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ00ｨｪｨ ｨｰｨｮ0804 ｨｪｨ 04ｨ 0005ｨ 09ｨｪ0402 ｨ ｨｮｨｺ0904 (ｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906), ｨ ｨｰｨ ｨｺ ｨ ｨｪｨ 06ｨ ｨｴｨｮ06 005ｨｨｨｪｨｮ ｨｰ02ｨｺ09ｨｰｨ (09 ｨｮ0ｨ 0502ｨｪｨｨ02ｨｬ 09ｨｰ ｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ ｨｨ ｨ 0204) ｨｪ02 0ｨ 02ｨｰ 09ｨｺ0605ｨｹｨｺ06-ｨｪｨｨｨ ｨｮ0ｨｹ 04ｨｪｨ ﾂｨｨｨｬ040 ｨｨ ｨｨｨｪｨｰ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ020702ｨｪｨｹ ｨ 09ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ040 ｨｰ0209ｨｰ ｨｨ ｨｪｨ 09 ｨｰｨ ｨ ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ ｨｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ040, ｨｰ0209ｨｰ04 ｨｬ0603ｨｪ06 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｰ08ｨｨ 0008ｨｮ070704, ｨ 0 ｨｺ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｹｨｬｨ ｨ 05ｨｨ04ｨｺｨｨ 008ｨｮ00 008ｨｮ00ｨｮ: ｨｰ 0 ｨC 0607ｨｨ08ｨ 06ｨｴｨｨｨｦ0907 ｨｪｨ ｨｨｨｬ ｨｰ04 0 2, 3, 5 ｨC 0607ｨｨ08ｨ 06ｨｴｨｨ ｨｪｨ 005ｨｨｨｪｨｮ ｨｬ02ｨｪｨｰ0609 ｨｰ02ｨｺ09ｨｰｨ ｨｰ04 0 4, 6 ｨC 0607ｨｨ08ｨ 06ｨｴｨｨ ｨｪｨ ｨｪｨ ｨ ｨｮ050708ｨｪ ｨｰ020702ｨｪｨｹ ｨ 09ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｰ0209ｨｰ0609 ( ) 06ｨ ｨ 05ｨｨ02ｨ 7 0 ｨｰ0209ｨｰｨ ,20 0,27 0,20 0,29 0,28 2 0,38 0,97 0,40 0,95 3 0,38 0,93 0,37 4 0,97 0,4 5 0, ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ0209ｨｰｨ 09ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ ｨ ｨｰｨｪ04ｨｦ ｨｰ0209ｨｰ 0706ｨｺｨ 04ｨ 05 ｨｪｨ ｨｺ060806ｨｰｨｺｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 (20ｨC ). 06ｨｰ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ0603ｨｪ06 09 ﾂｨｨｨｰｨ ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｪ ｨｨｨｬ, ｨｮ ﾂｨｨｨｰ0409ｨ 07 ｨｨ ｨｰｨｪｨｮ06 ｨｪ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ 09ｨｮ ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ ｨｺ060806ｨｰｨｺｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 002ｨｪｨｨ02 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｪｨ ｨ 0605ｨｹ03ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 ｨｬ0603ｨｪ06 06ｨ ｨｲ0709ｨｪｨｨｨｰｨｹ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ 00008ｨｮ07ｨｺ0609ｨｰｨｨ03 09ｨｨ00ｨｪｨ ｨｰｨｮ0804, 09ｨｺ0506 ﾂｨ 06ｨｴ02ｨｦ ｨ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 06ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ05ｨｨ09ｨｹ ｨｪｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ ｨｬ Intel Core Duo E4300 ｨｨ 0ｨ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ ｨｬ07, 04ｨ ｨｰ08ｨ ﾂ02ｨｪｨｪ0602 ｨｪｨ 0002ｨｪ0208ｨ 02ｨｨ06 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨ ｨ 06 ﾂ02ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬ0609, 0708ｨｨ09060ｨｨｨｰ ｨｰｨ ｨ ｨｬ06ｨｰ0807 ｨｪｨ ｨｬ0603ｨｪ ｨｪ0609ｨｰｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ (04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪｨｮ06 ﾂｨ 09ｨｰｨｹ ｨｬ02ｨｪｨｨ 0906 ｨｬｨｪ0600ｨｨ0 ｨｰ0209ｨｰｨ 0, ｨｪｨ 0708ｨｨｨｬ0208, 06ｨｰ06ｨ 08ｨ ｨ 04ｨ ｨｨ02ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰ ｨｬ06ｨｴｨｹ06 HTML Parser), 05ｨｰｨｨ 0ｨ ｨｪｨｪ ｨｰ 0ｨ ｨｰｨｹ ｨｪｨｺｨｮ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬ ｨ ｨｺ 0706ｨｪ07ｨｰｨｪ06 ｨｨ ｨｨ09ｨ ｨｪｨｨｨｦ ｨｰ0209ｨｰ0609, 09 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬ ｨｪ02ｨｪｨｨ ｨ ｨ ｨｮ002ｨｰ ｨｮ090205ｨｨ ﾂｨｨ09ｨ ｨｰｨｹ ｨｨｨ 07ｨ 0406ｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪ ﾂｨｪ. 08-ｨｬ0208ｨ 20ｨC ,00 0,82 0,98 0,90 20ｨC ,95 0,35 0,98 0,52 20ｨC ,90 0,25 0,98 0,40 20ｨC ,85 0,9 0,98 0,32 5ｨC ,00 0,35 0,96 0,5 5ｨC ,95 0,0 0,96 0,8 5ｨC ,90 0,08 0,97 0,5 5ｨC ,85 0,07 0,97 0,4 50ｨC ,00 0,40 0,80 0,53 50ｨC ,95 0,22 0,80 0,53 50ｨC ,90 0,8 0,80 0,29 50ｨC ,85 0,6 0,80 0,27 500ｨC ,00 0,37 0,94 0,52 500ｨC ,95 0,22 0,96 0,36 500ｨC ,90 0,20 0,96 0,34 500ｨC ,85 0,20 0,96 0,33 89

90 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｪ02ｨｦｨｪ06 ｨC O(n) ｨｰ06ｨｰｨ ｨｨ ｨ 0409ｨｰ ｨｦ09ｨｰ09ｨｨ02 ｨｬｨｪ0600ｨｨ0 ｨ ｨｨｨｰｨｬ ｨｰ0907 ｨｨ0 0904ｨｨ ｨｪ06ｨｦ ﾂ0208ｨｰ06ｨｦ ｨｮ ﾂｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ ｨ 0605ｨｹ03ｨｨｨｬ 06ｨ ｨｲ02ｨｬｨ ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪ ｨｬ02ｨｰ ｨｰ080602ｨｪｨｨ ｨｺｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨｨｬ ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨ ｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨ 04ｨ ｨｪｨ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨ 09 ｨｮ ｨｨ070 ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｴｨｨｨｬ ｨｬ0209ｨｰ06ｨｬ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｺ ｨ 002ｨｪｨｨ ｨｪ06ｨｰ04 09 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ02ｨｬ ｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨ 07 09ｨｰｨ ｨ ｨｨ05ｨｹｨｪ0609ｨｰｨｹ 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ. 08ｨ ｨｺ ｨｮｨｺｨ ｨ ｨｹ , ｨｰｨ ｨｺ06ｨｦ ｨｺｨｰ ｨｪ02ｨｨ04ｨ ｨｪ 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 020ｨｨｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 0709ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｹ ｨ ｨｪ02 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ, 060ｨｪｨ ｨｺ06, 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ ｨ ｨｨｨｰｨｬ ｨｹ04ｨｮ ｨｪ06ｨｰ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ ｨｰｨ ｨｰ ｨｨｨｪｨｰ ｨ ｨ ｨ 02ｨｨ07 ｨｰ0209ｨｰｨ, 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ ｨｨｨｬ090605ｨ 0, ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ ｨ 0502ｨｬｨ ｨｬ ｨ 0060ｨｨｨｬ ｨｰｨｨ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪｨ ｨｪｨｨ07 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ ｨｬｨｺｨ 0 060ｨｪ ｨ ｨｦｨｰｨ ｨｨ 04ｨ ｨ ｨｬｨｨ ｨｬ02 ｨｰ060006, ｨｪｨｨｨｺｨ 02ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ ｨ ｨｪｨｨｨｨ ｨｰ0209ｨｰ060906ｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨ ｨｴ02ｨｦ ｨｪｨ ｨ ｨｨ002ｨ 05ｨｹｨｪ ｨ 08 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ 04ｨｪ040 ｨｰ06 ﾂ02ｨｺ ｨｪｨｨ07, ﾂｨｰ ｨｨｨｰ ｨｨｨｰｨｹ ｨｨ ｨ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬ ｨ 04ｨｪ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ ｨｬ07 08ｨ ｨ 06ｨｰ04 ｨｰ0209ｨｰ ｨ ｨ 05ｨｨ02ｨ 9 0 ｨｰ0209ｨｰｨ ｨｬ07 08ｨ ｨ 06ｨｰ04 (0902ｨｺｨｮｨｪ0) [] Bernstein Y. A Scalable System for Identifying Co-derivative Documents / Y. Bernstein, J. Zobel // String Processing and Information Retrieval P. 55ｨC67. [2] Bernstein Y. The Case of the Duplicate Documents: Measurement, Search, and Science / Y. Bernstein, J. Zobel // Proceedings of the Eighth Asia Pacific Web Conference P. 26ｨC39. [3] Broder A. Syntactic Clustering of the Web / A. Broder, S. Glassman, M. Manasse, G. Zweig //. Computer Networks and ISDN Systems Vol. 29. Issue ｨC 66. [4] Charikar M. Similarity Estimation Techniques from Rounding Algorithms / M. Charikar // STOC ｯ02: Proceedings of the thiry-fourth annual ACM symposium on Theory of computing P. 380ｨC388. [5] Chowdhury 08. Collection statistics for fast duplicate document detection / A. Chowdhury, O. Frieder, D. A. Grossman, M. C. McCabe // ACM Transactions on Information Systems Vol. 20. Issue 2. P. 7ｨC9. [6] Chowdhury 08. Duplicate Data Detection [Electronic resource] Mode of access: abdur/research/ Duplicate.html [7] Henzinger M. Finding Near-Duplicate Web Pages: a Large- Scale Evaluation of Algorithms / M. Henzinger // SIGIR ｯ06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval P. 284ｨC29. [8] Hoad T. C. Methods for Identifying Versioned and Plagiarised Documents / T. C. Hoad, J. Zobel // Journal of the American Society for Information Science and Technology Vol. 54. Issue 3. P. 203ｨC25. [9] Kolcz 08. Improved Robustness of Signature-Based Near- Replica Detection via Lexicon Randomization / A. Kolcz, A. Chowdhury, J. Alspector // KDD ｯ04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining P. 605ｨC60. [0] Ma W. Y. A Systematic Study of Parameter Correlations in Large Scale Duplicate Document Detection / S. Ye, J. R. Wen, W. Y. Ma // Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) P. 275ｨC284. [] Potthast M. Applying Hash-based Indexing in Text-based Information Retrieval / B. Stein, M. Potthast // 7th Dutch-Belgian Information Retrieval Workshop (DIR 2007) P. 29ｨC35. [2] Stein B. Fuzzy-Fingerprints for Text-Based Information Retrieval / B. Stein // Journal of Universal Computer Science P. 572ｨC579. Use of statistical parameters in similar documents detection D. Kosinov Many complex tasks rely on the algorithms that search for similar elements in large corpora, which explains the need for effective methods of detecting documents that resemble other documents in the collection. A new method of local document signature creation on the sole basis of statistical parameters of its content without resorting to global collections is proposed. The set of parameters is formed on the basis of tolerance to different types of modifications. A number of experiments using some of these parameters are conducted. The possibility of use of this approach for large corpora processing is shown. 90

91 ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨ ｨｪｨｨｨｺ06-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰ ｨｨｨｬ. 0906ｨｬ06ｨｪ ｨ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ07 02ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨｪｨ 0708ｨ ｨｪｨ ｨｪｨ ｨ ｨｰｨ 05ｨｹｨｪ0602 ｨｨ04ｨｮ ﾂ02ｨｪｨｨ02 ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｮ ﾂｨｨ0903ｨｨ0 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨ 0902ｨｬｨｨｨｪｨ ｨｪｨｨ02 ｨｰ08ｨｨ 00060ｨ 2004ｨC ｨ 0ｨ ﾂ ad hoc 0706ｨｨ09ｨｺｨ 0706 ｨｪ0608ｨｬｨ ｨｰｨｨ09ｨｪ04ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ ｨｨ 0706 ｨｺ ｨｺ02ｨｨｨｨ narod.ru ｨｹ ｨｨ ｨ ｨｪｨｨ ｨｰ060705ｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ 04 07ｨｮｨｰ02ｨｬ 09ｨ 08ｨｹｨｨ080609ｨ ｨｪｨｨ07 07ｨ 08ｨ ｨｬ02ｨｰ ｨｪ02ｨ 0605ｨｹ ﾂｨｨ0905ｨ 0609ｨｪ0609ｨｪ040 00ｨ ｨｺｨｰ ｨｰｨ 08ｨ ｨｰｨｹ ｨｨ ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｮ ﾂ03ｨｨ0 (ｨｪ06 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 04ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609). 0209ｨｪ0609ｨｪ ｨ ｨｺｨｰ060804, ｨｺ06ｨｰ ｨ 0405ｨｨ ｨｨ ｨ ｨｪ04 09 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ02, 09ｨｺ0506 ﾂｨ 06ｨｰ ｨｰｨｨ ｨ ｨｨｨｰｨｬ04, 0706ｨｬｨｨｨｬ06 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺ TF*IDF ｨ, ｨｰｨ ｨｺ ｨｨ05ｨｨ ｨｨｨｪｨ ﾂ02, ｨｮ ﾂｨｨｨｰ0409ｨ 05ｨｨ ｨ 08ｨ ｨｬ ｨｨ 0706 ｨｺ090608ｨｮｨｬｨｮ (ｨｬ ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 04ｨ ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨｮ) ｨC 05ｨｰｨｨ 00ｨ ｨｺｨｰ ｨｰｨ 05ｨｨ 0609ｨｪ0609ｨｪ04ｨｬｨｨ ｨｨ ｨ ｨｪｨｨ ｨｪｨｨ ｨｬ02ｨｪｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ04 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｬｨｪ ｨｰ0906 ( ｨｰｨｺｨｨ ｨｨ 0906ｨｰｨｪｨｨ) 00ｨ ｨｺｨｰ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｰｨｪ040 04ｨ 0ｨ ｨｪｨｪ06ｨｬｨｮ 04ｨ ｨｮ. 0308ｨｨ ﾂ02ｨｬ ｨｺｨ 03004ｨｦ ｨｨ04 00ｨ ｨｺｨｰ , ﾂｨ ｨｴ ｨｨｨｰ 09 ｨｨｨｰ ｨｦ ｨ ｨｨｨｰｨｬ 09 ｨｪ02ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｬ ｨｰ02 ﾂ02ｨｪｨｨ ｨｪｨｨ0 ｨｰ ｨｰ, ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬ [, 2, 3] 0902ｨｬｨｨｨｪｨ 08ｨ ｨｮ0ｨ ｨｹ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ (ｨｰ06 ﾂｨｪ0609ｨｰｨｹ, ｨｪ06ｨｰｨ ) 07ｨｮｨｰ02ｨｬ ｨｮ ﾂ02ｨｰｨ 060ｨｪ ｨｬ02ｨｪｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 00ｨ ｨｺｨｰ ｨｪｨ ｨｺ06 ｨ ｨ ｨｪ06 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｰ06 ﾂｨｪ ｨｨ09ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬ0609, 00607ｨｮ09ｨｺｨ 06ｨｴｨｨ0 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｰ08ｨ ｨｺｨｰ0609ｨｺｨｨ ｨ ｨｪｨｨ02 09ｨｰｨ 09ｨｨｨｰ ｨｦ ｨｹ ｨｰｨ ｨｰｨｹ ｨｨ ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｮ ﾂ02ｨｪｨｪ0402 [, 2, 3, 4], ｨ ｨｰｨ ｨｺ ｨｰｨ ｨｰｨｹ ｨ 0406ｨ 08ｨ ｨｰｨｹ ｨｰ02ｨｬ, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｰ02 ｨｨ05ｨｨ ｨｨｨｪ ｨ ｨｺｨｰ ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨｪ02ｨｪｨ ｨ ｨｪｨｰｨｮ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 0008ｨｪ002ｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ07 002ｨｰｨ 0502ｨｦ ｨ ｨｨｨｰｨｬ0609 ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ ｨ ｨｪｨｨ ｨｨ07ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ. 03ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ07 ｨｨ090060ｨｪ040 ｨｺ ｨｨ 07060ｨ ﾂ02 04ｨ 0709ｨｺｨｨ ｨｪｨ 0ｨ ｨｪｨｪ0602 ｨｨ ｨ ｨｪｨｨ02 ｨ ｨｮ09ｨｬ06ｨｰ0802ｨｪ 07ｨｮｨ 05ｨｨ ﾂｨｪ04ｨｦ 00609ｨｰｨｮ07 ｨｺ ｨｨ090060ｨｪ04ｨｬ ｨｺ060ｨ ｨｬ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬ ｨ ｨ 06ｨｰ ｨｪ0402 ｨｺ06004 ｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ 00609ｨｰｨｮ07ｨｪ ｨ ｨｮ narod.ru ｨｰ ｨｺ ｨｺ02ｨｨｨｨ ｨｬ0603ｨｪ ｨｮ ﾂｨｨｨｰｨｹ ｨｰ ｨｪｨｨ ｨ 09ｨｨ ｨ ｨｬｨｬｨｪ ｨｺ06ｨｬｨｨｨｰ02ｨｰｨ , 0708ｨｨ0905ｨ 09 04ｨ 0709ｨｺｨｮ ｨｪｨ , ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 09 09ｨｰｨ ｨｰｨｹ ｨ ｨｪ ｨ ｨ 06ｨｰ02 09ｨｨ09ｨｰ02ｨｬ04 ｨｬ0603ｨｪ ﾂ0209ｨｰｨｹ 09 08ｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨ ｨ ｨｺｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨ 07 04ｨ 0ｨ ﾂｨ 0706ｨｨ09ｨｺｨ 0706 ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 D ｨｨ 04ｨ ｨ Q ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ 006ｨｺｨｮｨｬ02ｨｪｨｰ04, ｨ ｨｪｨｰｨｪ ｨ ｨｮ, ｨｨ ｨｪｨｮｨｰｨｹ ｨｨ ｨｺ02 ｨｮｨ 0409ｨ ｨｪｨｨ ｨｪｨｺｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｪｨｨ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ 06ｨ 04 ﾂｨｪ ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨ ｨｨｨｰｨｬ04, ｨｰｨ ｨｺ ｨｨ05ｨｨ ｨｨｨｪｨ ﾂ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ ｨｮ06ｨｴｨｨ02 00ｨ ｨｺｨｰ (ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ0402): ｨC ｨｮ ﾂ02ｨｰ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ ｨ ｨ 09 ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02; ｨC ｨｮ ﾂ02ｨｰ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 ｨｺ ｨｺ02ｨｨｨｨ; ｨC 0904ｨ ｨｨｨｬｨｪ ｨ ｨｪｨｨ ; ｨC ｨ 05ｨｨ040609ｨｰｨｨ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ02; ｨC ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ ｨｨｨｨ 0708ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｰ02ｨｺ09ｨｰｨ ; ｨC ｨｪｨｨ02 ｨｺ0506 ﾂ ｨ 05ｨ 09ｨｰ02ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ080609ｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609; ｨC 0706ｨｨ09ｨｺ 07ｨ 0909ｨ 0302ｨｦ 04ｨ ｨ ｨｴｨｨ ｨｨｨｺ06ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ05ｨｨ ｨｪ ｨｪｨｨ02; ｨC ｨｪｨｨ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ; ｨC ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 08ｨ ｨｰｨｪ06ｨｦ ｨｨ (pseudo-relevance feedback). 00ｨ 03ｨｪ06 ｨｨｨｬ02ｨｰｨｹ 0909ｨｨ0ｨｮ, ﾂｨｰ ｨｨ ｨｮ ﾂ02ｨｰ02 ｨｺｨ ｨｨ04 05ｨｰｨｨ0 00ｨ ｨｺｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬｨｪ ｨｰ ｨｨ ｨｨｨｰ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬｨｮ05, ｨ ｨｰｨ ｨｺ ｨ 08ｨ ｨｬ02ｨｰ080609, 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ06ｨｰ ｨｨ0706ｨｰ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ0906 ｨ ｨｨｨｰｨｬｨ ｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 08ｨ 04ｨｪ04ｨｬｨｨ ｨ 04ｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｰｨｨ ｨ ｨｺｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｬ02ｨｰ ｨｨ ｨｪｨｨ07, ｨｨ ｨ ｨｪｨｨ07 ｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ ｨｮ06ｨｴｨｨ02: ｨC 09ｨ 08ｨｨｨ 02ｨｨｨｨ ｨｬｨｮ0504 TF*IDF ｨC ｨｮ ﾂ02ｨｰｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ ｨ ｨ 09 ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｨ ｨｮ ﾂ02ｨｰｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 ｨｺ ｨｺ02ｨｨｨｨ; ｨC ｨｺ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪｨ 07 00ｨ 05ｨｨ040609ｨｰｨｹ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｨ 00ｨ 05ｨｨ040609ｨｰｨｹ ｨ (ｨｮ ﾂ02ｨｰ 07ｨ ); ｨC ｨｪｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ 07ｨ 0909ｨ 0302ｨｦ, ｨ ｨｴｨｨ ｨ 04ｨ ｨ ; ｨC ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0602 ﾂｨｨ ｨ ｨ ｨｴｨｨ ｨｨｨｺ06ｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ ｨC ｨｮ ﾂ02ｨｰ 00ｨｺ090608ｨｮｨｬ ｨｰ06004 ｨｨ ｨ ｨｪｨｨ ｨｪ0609ｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ 0706ｨｨ09ｨｺ ｨ ｨｨｨｰｨｬｨ ｨｰ ｨ ｨｪ03ｨｨ08ｨｮ06ｨｴｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 (07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ ｨｺ06ｨｰ060806ｨｦ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ 04ｨ ), 04ｨ 09ｨｨ0907ｨｴｨ 07 06ｨｰ 00ｨ ｨｺｨｰ ｨｨ09ｨ ｨｪｨｪ ｨ ｨｺ 06ｨｰｨｬ02 ﾂｨ ｨｹ 08ｨ ｨｪ0202, 0708ｨｨ ｨｮ ﾂ02ｨｰ02 ｨｺｨ ｨｨ ｨｪ0609ｨｪ040 00ｨ ｨｺｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬｨｪ ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ ｨｨ0 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｮ ﾂ02ｨｰｨ 09 09ｨｨ ｨｬｨｮ ｨ ｨｰｨｺ ｨｨ0302ｨｬ ｨｨ04 ｨｺｨ ｨｺｨｨ0 08ｨ ｨ 06ｨｰ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ04 9

92 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｬｨｮ0504, ｨ ｨｰｨ ｨｺ ｨｺｨ ｨｺｨｨ0 00ｨ ｨｺｨｰ ｨ 0405ｨｨ 0708ｨｨ0ｨｮｨｬｨ ｨｪ ｨｨ 09ｨ 08ｨｨｨ 02ｨｨｨｨ: ｨC ｨ, 0609ｨｪ0609ｨ ｨｪｨｪ ｨｪｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 0 06ｨｰ00205ｨｹｨｪ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ02, 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬｨｪ ｨｰ , 060ｨｪｨ ｨｺ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 TF*IDF BM25 INQUERY [4], 0802ｨ 05ｨｨ040609ｨ ｨｪｨｪｨ ｨｨ09ｨｰ02ｨｬ , ｨ ｨｰｨ ｨｺ0302 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 TF*IDF BM ｨｪｨｪｨ [, 5]; ｨC 0708ｨｨ 0708ｨｨ ｨｮ ﾂ02ｨｰ ｨ ｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨ 0405ｨ ｨ 0609ｨ ｨｪｨ ｨｬｨｮ05ｨ, 0607ｨｨ09ｨ ｨｪｨｪｨ [] ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨ 09ｨｰ0902ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ;. ｨC 0708ｨｨ 0708ｨｨ ｨｮ ﾂ02ｨｰ02 ｨｺ090608ｨｮｨｬ0609 ｨｨ 07ｨ 0909ｨ 0302ｨｦ, ｨｺ06ｨｰ ｨ 0405ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪ ｨｪｨｮ 0008ｨｮ0707ｨｮ 00ｨ ｨｺｨｰ , ｨ 0405ｨｨ ｨｨ ｨ 0609ｨ ｨｪ ｨｬｨｮ0504 ｨｨ04 [, 4]. ﾁｨｰ06ｨ 04 ｨｮ ﾂ0209ｨｰｨｹ ｨｬｨｪ ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ , ｨｨ ｨ ｨｪｨｨ ｨｨｨｰ ｨ 09ｨｪ ｨｪｨｪ06ｨｦ 09002ｨｬ02, 09 ｨｪ0209ｨｺ0605ｨｹｨｺ06 05ｨｰｨ ｨ ｨｰ0205ｨｹｨｪ ｨｺｨ ｨｨ ｨ 08ｨ ｨｪｨｪ040 00ｨ ｨｺｨｰ (09ｨｬ ) ｨｨｨｰ ｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07ｨｬｨｨ ｨｺｨ 03006ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 00205ｨ 02ｨｰ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｬｨｮ0504 (020905ｨｨ ｨｰｨ ｨｺ ｨ 00ｨ 06ｨｰ0907) ｨ ｨｨ08ｨ 02ｨｰ ｨｮ ﾂ03ｨ 07 (09 09ｨｬ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｪ02ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ) ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨ ｨ 09ｨｰ0902ｨｪｨｪ06ｨｦ ｨｬｨｮ0506ｨｦ, ｨ ｨｰｨ ｨｺ0302 ｨｪｨ ｨ ｨｬ 04ｨｪｨ - ﾂ02ｨｪｨｨｨｦ ﾂｨｨ ｨ 08ｨ ｨｬ02ｨｰ080609, 0708ｨｨ ｨｺ06ｨｰ ｨｰ06ｨｰ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｮ ﾂ02ｨｪ ｨ , 08ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｺｨｰ (0706ｨｺｨ 04ｨ 0903ｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｺ05ｨ ) ｨ ｨｰ0205ｨｹｨｪ ｨｺｨ 06ｨｰ ｨｨｨｪｨｮ ｨｬｨｮ05ｨｮ 09 09ｨｨ ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｰｨｹ 09 ｨｪｨ ﾂｨ 05ｨ 09 05ｨｰ06ｨｦ 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 060ｨｨｨｪ 00ｨ ｨｺｨｰ0608 ｨC TF*IDF, 04ｨ ｨｰ02ｨｬ 009ｨ ｨC TF*IDF ｨ , ｨｨ ｨｪｨ ｨｪ02ｨｬ 03ｨ ｨｨｨｪ02ｨｦｨｪｨｮ06 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ ﾂ02ｨｪ ｨｰ08ｨｨ 00ｨ ｨｺｨｰ0608ｨ ｨC TF*IDF ｨ ｨ 0909ｨ 03ｨｨ ｨｨ ｨｺ090608ｨｮｨｬ ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ 06 ﾂ ｨｪ ｨ ｨｨｨｪ02ｨｦｨｪｨｮ06 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ ｨ ｨｨ08ｨ 02ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ, ｨｮ ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ06 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨ ｨｮｨｴｨｨ0 ｨｮ ｨ 08ｨ ｨｪ04. 06ｨ ｨｺ06ｨｦ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨｨ05ｨｮ ﾂ0302ｨｦ ｨｬｨｮ0504, 09 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07, ｨ ｨｴ , ｨｪ ｨｰ ｨ 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｬ ｨｰ06ｨｬｨｮ ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ04, 0708ｨｨ ｨｺ06ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 0708ｨｨ 06 ﾂ ｨｪ06ｨｬ ｨｬ02ｨｪｨｰ02 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ 09ｨｮｨｬｨｬ ｨ ｨｨ08ｨ 02ｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 0006ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ03 ｨｮ ｨ 08ｨ ｨｪｨｪ040 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨｬｨｮ ｨｰ0907 ｨｪｨ 008ｨｮ0006ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 008ｨｮ00ｨｨ0 ｨｪｨ ｨ 0608ｨ 0 04ｨ ｨ ｨｬｨｨ 04ｨ 0ｨ ｨｪｨｨ07ｨｬｨｨ, ｨｪｨ ｨｺ06ｨｰ ｨｨ ｨｨ ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ080609, ｨｨ09ｨｹ ｨｺ ｨｺ02ｨｨｨｨ web2004 ｨｨ legal ｨｰ08ｨｨｨｺｨｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｰ080602ｨｪｨｪ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｬ02ｨｰ08ｨｨｨｺｨｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ0402 ｨｪｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ ｨｺ ｨｨ09ｨｺｨ : ｨC ｨｪ06ｨｰｨ (recall); ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ (precision); ｨC ｨｪ0707 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ (average precision); ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨ ｨｮ080609ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 (precision (5)); ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨ ｨｮ080609ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 (precision (0)); ｨC -ｨｰ06 ﾂ02 ﾂｨｪ04ｨｦ 0008ｨ 00ｨｨｨｺ ｨｪ06ｨｰ04/ｨｰ06 ﾂｨｪ0609ｨｰｨｨ, ｨｨ04ｨｬ020802ｨｪｨｪ04ｨｦ 0706 ｨｬ02ｨｰ060ｨｨｨｺ02 TREC (-point matrix (TREC)) ﾂｨｪ ｨｪｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺ ｨｬ0603ｨｪ06 ｨｪｨ ｨｦｨｰｨｨ 09 [7], 09 08ｨ ｨｨ02ｨｨｨ 05ｨｹｨｪ0402 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｪ0609ｨｪ06ｨｦ ｨｬ02ｨｰ08ｨｨｨｺ06ｨｦ, 0706 ｨｺ06ｨｰ060806ｨｦ ｨｨ05ｨ 09ｨｹ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪｨ ｨｮｨｴ02ｨｬ 08ｨ , ｨ 0405ｨ 0904ｨ 08ｨ ｨｪｨ average precision ｨ ｨｪｨｪ ｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ 0607ｨｨ09ｨ ｨｪｨｪ , ｨｨ ｨｹ04ｨｮ06ｨｰ0907 web- ｨｨ legal- ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｦ09ｨｺ ｨｬｨｨｨｪｨ 08ｨ ｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｺｨｨ ｨ ｨ ｨｬ 2004ｨC , 09 ｨｮ ﾂ02ｨｰ06ｨｬ 08ｨ 04ｨｬ0208ｨ 07ｨｮ05ｨ 50 ｨｨ 0905ｨ ｨ 04ｨｬｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬｨｨ ｨｺ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ (ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ -or romip_web ｨｨ -single romip_legal) ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨ 04ｨ ｨ 0405ｨｨ 08ｨ 0406ｨ 08ｨ ｨｪ04 00ｨｪｨ 0502ｨｬｨｬ ｨｨ 0706ｨｬ06ｨｴｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ [4] ｨｨ ｨ ｨｪｨｨ TF*IDF ｨｦ 00ｨ ｨｺｨｰ0608, ｨｺ06ｨｰ060804ｨｦ ｨ ｨｨ ｨｪ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ, ｨｰ0907 TF*IDF [5] ｨｨ ｨ 0609ｨ ｨｪ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, 0909ｨｰ0802 ﾂｨ 0903ｨｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ ｨｬｨｨｨｪｨ 08ｨ ｨ 07 ｨC TF*IDF BM25 INQUERY, 0607ｨｨ09ｨ ｨｪｨｪｨ [4], 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｪ02ｨ 0605ｨｹ03ｨｨ ｨ 08ｨ ｨ ｨｪｨｨｨｦ ｨｪ02ｨｺ06ｨｰ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ, ｨｪｨ 0708ｨ ｨｪｨｪ040 ｨｪｨ ｨｨ00ｨｪ0608ｨｨ080609ｨ ｨｪｨｨ ﾂ02ｨｰｨ ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ ｨｺ02ｨｨｨｨ ｨｪｨ ｨｬｨｨ0505ｨｨ06ｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｬｨｮ05ｨ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: w tfidf 6ﾓ inqery ( d, Q) = ﾆ( tf ( d, t) 66idf ( t)), () t ﾊQ freq( d, t) tf ( d, t) = doclen( d) freq( d, t) idf(t) = ｨC0.6 6ｦlog 0 (df(t)) (2) freq(d,t) ｨC ﾂｨｨ ｨｪｨｨｨｦ 0502ｨｬｨｬ04 t ｨｺｨｮｨｬ02ｨｪｨｰ d, doclen(d) ｨC 005ｨｨｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ d 09 08ｨ 0405ｨｨ ﾂｨｪ ｨｬｨｬｨ 0, df(t) ｨC ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｺ ｨｺ02ｨｨｨｨ 09 ｨｺ06ｨｰ ｨｨｨｰ 0502ｨｬｨｬｨ t. 00ｨｰ060804ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ ﾂ02ｨｰｨ TF*IDF ｨ, ｨ 0405ｨ ｨｪ02ｨｬｨｪ ｨｮ070806ｨｴ02ｨｪｨｪｨ 07 (ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｨ09ｨ ｨｪｨｨｨｨ, ｨｬ0603ｨｪ06, ｨ 0405ｨ 00607ｨｮｨｴ02ｨｪｨ ﾂｨ ｨｰｨｺｨ, ｨ ｨｰｨ ｨｺ0302 ｨｨ04-04ｨ ｨｮ070806ｨｴ02ｨｪｨｨ07 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040), ｨ ｨｰｨ ｨｺ0302 ｨｨ090708ｨ ｨｪｨｪｨ 07, 09 09ｨｨ05ｨｮ ｨｪｨ ｨｦ002ｨｪｨｪ06ｨｦ 0603ｨｨｨ ｨｺｨｨ, ｨｬｨｮ05ｨ ｨｨ04 [] w tfidfｨcy (d, Q) = ﾆ(ｨClog(p(t)) 6ｦtf(d, t)), (3) 92

93 ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ tf ( d, t) = p( t) = + e freq( d, t) dl( d ) freq( d, t) cf ( t ) 6ﾓ.566 D (4) freq(d,t) ｨC ﾂｨｨ ｨｪｨｨｨｦ 0502ｨｬｨｬ04 t ｨｺｨｮｨｬ02ｨｪｨｰ d, dl(d) ｨC 005ｨｨｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ d ｨ 0, cf(t) ｨC ﾂｨｨ ｨｪｨｨｨｦ 0502ｨｬｨｬｨ t 09 ｨｺ ｨｺ02ｨｨ06, D ｨC ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ ｨｺ02ｨｨｨｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ04 -ｨｰ06 ﾂ02 ﾂｨｪ ｨ 00ｨｨｨｺｨｨ ｨｪ06ｨｰ04/ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨ 09ｨｪ06 05ｨｰｨｨｨｬ 009ｨｮｨｬ ｨｬｨｮ05ｨ ｨｬ, ｨ ｨｰｨ ｨｺ ｨ 00ｨｨｨｺ 09ｨｨ09ｨｰ02ｨｬ04, 0706ｨｺｨ 04ｨ ｨｦ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ (ｨｺ ｨｺ02ｨｨ07 romip_web, 04ｨ ｨ ) ｨ 09ｨｪ ｨ ｨｪｨｮ ｨｨ ｨ ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪ06ｨｬｨｮ 09 08ｨ , ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ ｨ 0405ｨ 0904ｨ 08ｨ ｨｪｨ ｨｬｨｮ05ｨ w tfidfｨcinqery. 04ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web ｨ 04ｨｪ ｨｬｨｮ05 TF*IDF 04ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web ｨ 04ｨｪ ｨｬｨｮ05 TF*IDF ｨ ｨｪｨｨ02 ｨｪ02 09ｨｰｨ 09ｨｨ ｨｦ ｨｹ ｨｪｨｨｨｰｨｹ 0708ｨｨ ﾂｨｨｨｪ04 ｨｰｨ ｨｺ06ｨｦ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ 08ｨ 04ｨｪｨｨ0204, 060ｨｪｨ ｨｺ06 ｨ 09ｨｰ0608ｨｮ 0706ｨｺｨ 04ｨ ｨｹ 09ｨｰ08ｨ ｨｪｨｪ04ｨｬ ｨｰｨ ｨｺ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｰ09ｨｰｨ 09ｨ ｨｪｨｨ02 060ｨｪ ｨｨ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 09ｨ 08ｨｨｨ ｨｪｨｰ0609 TF*IDF 06ｨｰ 008ｨｮ ｨｰ06ｨｬｨｮ ｨ 0405ｨｨ ｨｪ04 ｨｰ ﾂｨｨ090502ｨｪｨｨ ｨ ｨｮ ｨ. 0ｨ 08ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ ｨ ｨｰｨｨ ｨｬｨｮ0504 ｨｨｨｬ0206ｨｰ 0908ｨ 09ｨｪｨｨｨｬ0602 ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ ｨ ｨｮ06ｨｴｨｨｨｦ 00ｨ ｨｺｨｰ060806ｨｬ, ｨｺ06ｨｰ060804ｨｦ ｨ ｨ 08ｨ ｨｪ ｨｨ ｨ ｨｪｨｨ07, ｨｰ0907 ｨｮ ﾂ02ｨｰ 0007ｨ , ｨｮ0706ｨｬ07ｨｪｨｮｨｰ04ｨｦ 09 [, 2] ｨ ｨ 0609ｨ ｨｪｨ ｨｬｨｮ05ｨ, 0607ｨｨ09ｨ ｨｪｨｪｨ []: TF( t,s ) w pair6ﾓ y = ﾆ(log( p( t )) + log( p( s ))) 66 (5) + TF( t,s ) t,s ﾊQ p(t) 0904 ﾂｨｨ ｨｰ ｨ 09ｨｪ ｨｬｨｮ0502 ｨｮｨｺｨ 04ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨｪ0202, ｨ TF 0209ｨｰｨｹ ﾂｨｨ ｨｪｨｨｨｦ 07ｨ ｨｬｨｬ (t,s) ｨｺｨｮｨｬ02ｨｪｨｰ 09 ｨｮ ﾂ02ｨｰ06ｨｬ : 07ｨ 08ｨ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907, ｨｺ06000ｨ ｨ 04ｨ ｨ 0909ｨｰ0802 ﾂｨ 06ｨｰ ｨｰ02ｨｺ09ｨｰ (TF + ), ﾂ (TF + 0,5) ｨｨ05ｨｨ 09 06ｨ 08ｨ ｨｰｨｪ06ｨｬ ｨｺ02 (TF + 0,5) ｨｴ ｨｨｨ 05ｨｹｨｪ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ ｨ, ｨｨ0ｨｮｨｴｨｨ ｨ ﾂ ｨｪ06, 09 ｨｰ02ｨｺ09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ (TF + 0,). 02ｨｺｨ 04ｨ ｨｹ, ﾂｨｰ06 ｨｰｨ ｨｺｨ ｨｬｨｮ05ｨ 09ｨｪ0609ｨｨｨｰ ｨｪ02ｨｪｨｮ ｨｦ 006ｨｰ07 ｨ ｨｨｨｪ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ ﾂｨｨ0905ｨ 04ｨ ( ｨｪｨｪ ｨ ｨ ) ｨｰ06ｨｬｨｮ ｨ 0405ｨ 0708ｨｨ0ｨｮｨｬｨ ｨｪｨ ｨｮ06ｨｴｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 09 ｨｺ06ｨｰ060806ｨｦ ｨｨｨｬ0206ｨｰ ｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ : w pair ﾆ ﾆ t, s ﾊQ, t6ﾓs ﾜa Q ( d, Q) =, (6) ( idf ( t) + idf ( s)) t, s ﾊQ, t6ﾓs ﾜa Q p( d, t, s) p (d, t, s) 08ｨ 09ｨｪ0702ｨｰ0907 idf(t) + idf(s), ｨｨ 0502ｨｬｨｬ04 t ｨｨ s ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ d ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨ ｨｪ02 ｨ 0605ｨｹ0302ｨｬ ﾂ02ｨｬ b (07ｨ 08ｨ ｨｬ02ｨｰ08 ｨ ｨｨｨｰｨｬｨ ) ｨｨ 08ｨ 09ｨｪ0702ｨｰ0907 ｨｪｨｮ0506 ｨｨｨｪｨ ﾂ02; t6ﾓ s ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 0502ｨｬｨｬｨ ｨｬｨｨ t ｨｨ s 09 Q 04ｨ , idf(t) 0904 ﾂｨｨ ｨｰ ｨ 09ｨｪ ｨｬｨｮ0502 ｨｮｨｺｨ 04ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨｪ ｨｰ06ｨｨｨｰ 04ｨ ｨｬ02ｨｰｨｨｨｰｨｹ, ｨｨ ｨ 09ｨｰ0607ｨｰ 09 06ｨ 08ｨ ｨｰｨｪ06ｨｬ ｨｺ02, ｨｰ06 06ｨｪｨｨ ｨｮ ﾂｨ ｨｰ ｨｰ06ｨｰ , ｨｨ ｨ 04 06ｨｪｨｨ 09ｨｰ060705ｨｨ ｨ 09ｨｨ05ｨｹｨｪ06ｨｬ ｨｺ02 (ｨｰ ｨｰｨｹ ｨｰｨ ｨｺ, ｨｺｨ ｨｺ 09 04ｨ ). 06ｨ ｨｺ ｨｺｨ ﾂ0209ｨｰ0902 p (d, t, s) ｨ 0405ｨｨ ｨ 0609ｨ ｨｪ04:. p (d, t, s) =, ｨｨ 0502ｨｬｨｬ04 t ｨｨ s ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ d ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨ ｨｪ02 ｨ 0605ｨｹ0302ｨｬ ﾂ02ｨｬ b, ｨｪ0605ｨｹ ｨC ｨｨｨｪｨ ﾂ p (d, t, s) = idf(t) + idf(s), ｨｨ 0502ｨｬｨｬ04 t ｨｨ s ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ d ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨ ｨｪ02 ｨ 0605ｨｹ0302ｨｬ ﾂ02ｨｬ b, ｨｪ0605ｨｹ ｨC ｨｨｨｪｨ ﾂ p (d, t, s) = log(p(t)) + log(p(s)) ｨｨ 0502ｨｬｨｬ04 t ｨｨ s ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ d ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨ ｨｪ02 ｨ 0605ｨｹ0302ｨｬ ﾂ02ｨｬ b, ｨｪ0605ｨｹ ｨC ｨｨｨｪｨ ﾂ02. p(t) ｨｰ0907, ｨｰｨ ｨｺ0302 ｨｺｨ ｨｺ ｨｨ ｨｬｨｮ ﾂｨｨ090502ｨｪｨｪ ｨｺｨ 04ｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ02ｨｬ ｨｪｨｨ0302, ﾂ02ｨｬ ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ. 03ｨ 08ｨ ｨｬ02ｨｰ0804 a ｨｨ b ｨ 0405ｨｨ ｨｪ ｨｰ060006, ﾂｨｰ06ｨ 04 93

94 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｬ02ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｮ0708ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｬｨｨ ｨ ｨｪｨｨ- ﾂ02ｨｪｨｨ07ｨｬｨｨ:. 08ｨ ｨｺｨｨ ｨ ｨｨ04 04ｨ ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ 09 ｨｺｨ - ﾂ0209ｨｰ ｨ 0803? ﾁｨ 09ｨｰ06, ｨ 02ｨｪｨｪ06 05ｨｰ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ ｨ -04ｨ , ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｰ ｨｪ02 04ｨ ｨｨｨｺ06ｨｬ, ｨ ｨｪｨ ｨ 0608 ｨｺ0506 ﾂ ｨｰ06ｨｬｨｮ ｨｪｨｪ06 ｨｪ0206ｨ 0704ｨ ｨｰ0205ｨｹｨｪ06, ﾂｨｰ ｨ 03ｨｪ ｨ ｨｰ0607ｨｰ ｨｰ0605ｨｹｨｺ06 ｨｨ ｨ ｨｪｨｪ040 ｨ 05ｨｨ04ｨｺ ｨ ｨ ｨｺ ｨ 05ｨｨ04ｨｺ ｨｪ04 ｨ 04ｨｰｨｹ 08ｨ ｨｪ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ02, ﾂｨｰ06ｨ 04 ｨｬ0603ｨｪ06 ｨ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ 0209ｨｰｨｹ 09ｨｬ ｨ ｨｹ ｨｨ ｨ 08ｨ ｨｪ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 07ｨ 08ｨ ｨｬ02ｨｰ a ｨｨ b, a =5, b= ｨｨ 07060ｨ ｨ 0405ｨ 0904ｨ 08ｨ ｨｪｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 07ｨ 08ｨ, 0706 ｨｬ02ｨｰ08ｨｨｨｺ02 average precision 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ romip_web, romip_legal ｨｪ02ｨｪｨｨ02: average precision 0607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ﾂｨｨ09ｨｰ ｨｬｨｮ0504 w pair (d, Q) ｨ 0204 ｨｺｨ ｨｺ ｨｨｨ 06 ｨｮ ﾂ02ｨｰｨ TF*IDF ｨｨ ﾂｨｨ0 00ｨ ｨｺｨｰ ｨｹ 09 ｨｺｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨ 03 ｨ 0405ｨ ｨｨ ｨｹ040609ｨ ｨｪｨ 05ｨｨｨｪ02ｨｦｨｪｨ 07 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ07 w tfidfｨcinqery ｨｨ w pair : w 2 (d, Q) = ( ｨC ｦﾋ) 6ｦ w tfidfｨcinqery (d, Q) + ｦﾋ 6ｦ w pair. (7) ｨ 0608ｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｦﾋ ( ｨｨｨｪ02ｨｦｨｪ06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ) ｨ 0405ｨ ｨｮ ﾂ02ｨｪｨ ｨｬｨｮ05ｨ : w 2 (d, Q) = 0,9 6ｦ w tfidfｨcinqery (d, Q) + 0, w pair (d, Q). (8) 0ｨ 08ｨｨ09. 3 w tfidfｨcinqery, w 2 ｨｨ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨ ﾂ02ｨｰ ｨ ｨ ｨｪｨｨｨｦ 03ｨ 00 ｨC ｨｮ ﾂ02ｨｰ ｨ ｨ, ｨｨ05ｨｨ 00ｨｺ090608ｨｮｨｬ ｨ 0609ｨ ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 08ｨｨｨ ｨｪｨｰ0609, 0607ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪｨｪ [, 4], 09 ｨｨｨｰ ｨ ｨ 08ｨ ｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ, 0607ｨｨ09ｨ ｨｪｨｪ04ｨｦ 09 [4], ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨｨｦ 08ｨ 04ｨｬ0208 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪｨ, ｨ ｨｴ ｨ 04ｨ ｨ : wmin6ﾓ window ( d, Q) =, (9) ln( mv( d, Q) 6ﾓ Q + 4) mv(d, Q) ｨC 08ｨ 04ｨｬ0208 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪｨ 03, ｨ ｨｴ ｨ 04ｨ ｨ Q, Q ｨC 005ｨｨｨｪｨ 04ｨ ｨ. 06ｨｰ06ｨｰ ｨ ｨ ｨ ｨｪ 09 05ｨｨｨｪ02ｨｦｨｪｨｮ06 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ06, ｨｺ06ｨｰ0608ｨ 07 ｨｰ ｨｹ ｨｮ ﾂｨｨｨｰ0409ｨ 05ｨ ｨｰ08ｨｨ 00ｨ ｨｺｨｰ0608ｨ, ｨｨ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: w3 ( d,q) = ｦﾁ 66 wtfidf 6ﾓinQuery( d,q) + ｦﾂ 66 wpair ( d,q) (0) + ｦﾃ 66 wmin6ﾓwindow( d,q). 0308ｨｨ 07060ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｦﾁ, ｦﾂ, ｦﾃ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｪ0202, ｦﾁ = 0,9, ｦﾂ = 0,, ｨｨ ｨ ｨｪｨ ｨｦ002ｨｪ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 ｦﾃ = 0, ｨ ｨｪｨ ﾂ02ｨｪｨｨ07 ｦﾃ 0708ｨｨ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ070 ｦﾁ, ｦﾂ ｨ 040 ｨｮ05ｨｮ ﾂ0302ｨｪｨｨｨｦ 09 ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ (08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨ 09ｨｹ ｨｬ02ｨｰ08ｨｨｨｺｨ average precision) ｨｪ02 0ｨ ｨｰ ｨ ｨｬｨｮ05ｨ : w 3 (d, Q) = 0,9 6ｦ w tfidfｨcinqery (d, Q) + () + 0,6ｦw pair (d, Q) + 0,36ｦw minｨcwindow (d, Q). 0ｨ 08ｨｨ09. 4 ｨC -ｨｰ06 ﾂ02 ﾂｨｪ ｨ 00ｨｨｨｺｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ 009ｨｮ0 [w 2 ] ｨｨ ｨｰ08020 [w 3 ] 00ｨ ｨｺｨｰ , ｨ ｨｰｨ ｨｺ ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨｺｨｨ ｨｮ ﾂ02ｨｪｨｪ06ｨｦ ｨｬｨｮ ｨｪｨ ｨ 0405ｨ ｨ 0609ｨ ｨｪｨ ｨｪｨ 008ｨｮ0006ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨC romip_legal, ｨ ｨｰｨ ｨｺ0302 ｨｪｨ 04ｨ ｨ 0 008ｨｮ00ｨｨ ｨｺ ｨｺ02ｨｨｨｨ romip_web. 0308ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ040609ｨ ｨｰ06ｨｰ0302 ｨｪｨ ｨ ｨ 08ｨ ｨｪｨｪ040 08ｨ ｨｪ0202 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｨ 04ｨｪｨ - ﾂ02ｨｪｨｨｨｦ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web TF*IDF ｨｨ TF*IDF + 07ｨ ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｮ0ｨ ｨｹ ｨｪ02ｨｬｨｪ ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ﾂｨｨ09ｨｰ04ｨｬ03 TF*IDF. 05ｨｰ06ｨｨｨｰ 04ｨ ｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02 average precision 0708ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｪ ｨ , ｨｪ02ｨｺ06ｨｰ ｨ ｨｪｨ - ﾂ02ｨｪｨｨ02 05ｨｰ06ｨｦ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｮｨｬ02ｨｪｨｹ03ｨｨ050609ｨｹ. 04ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web TF*IDF + 07ｨ ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ06 94

95 ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨ 08ｨｨ09. 5ｨC9 -ｨｰ06 ﾂ02 ﾂｨｪ ｨ 00ｨｨｨｺｨｨ ｨｰ080602ｨｪｨｪ ｨｰ08020 ｨｺ0506 ﾂ ｨｮ05ｨｹｨｰｨ ｨｰ0609: ｨC 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ ｨｨ ｨｺｨｨ 0902ｨｬｨｨｨｪｨ 08ｨ ; ｨC 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ04ｨｦ ｨｬｨｮ0502 w tfidfｨcinqery ; ｨC ｨｮ ﾂ02ｨｪｨｪ04ｨｦ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｰ ｨ ｨｺｨｰ [w 3 ] ｨｬｨｮ ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ legal TF*IDF ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ06 04ｨｨ C08ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web TF*IDF ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ06 04ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ web TF*IDF ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ06 04ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ legal TF*IDF ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ06 95

96 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨC ｨｨ090060ｨｪ0402 ｨｺ06004, ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 ｨｨ002ｨｦ ｨｨ ｨ ｨｨｨｰｨｬ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ02ｨｰ ｨｨ06ｨｪｨｪ06ｨｦ ｨ ｨ 0406ｨｦ 0ｨ ｨｪｨｪ040, ｨｨ09ｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｬｨｮ0504 (ｨ ｨｰ06 ﾂｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨ ｨｨｨｰｨｬ04) ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0802ｨ 05ｨｨ040609ｨ ｨｪ04 ｨｪｨ 00ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺｨ 003, ｨｺ06ｨｰ ｨ 04 ﾂｨｪ ｨｨｨｬ02ｨｪ0706ｨｰ ｨ ｨｪ02ｨｪｨｨ ｨｨ09ｨｺ ｨｨｨｪ002ｨｺ ｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ ｨｺ ｨｺ02ｨｨｨｨ legal TF*IDF ｨｨ TF*IDF + 07ｨ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｺｨｪ ｨｪ0402 ｨｺ06004 ｨｨ ｨｰ0209ｨｰ ｨｺ ｨｺ02ｨｨｨｨ 0308ｨｨ 07060ｨ ﾂ02 04ｨ 0709ｨｺｨｨ ｨｪｨ 0ｨ ｨｪｨｪ0602 ｨｨ ｨ ｨｪｨｨ02 06ｨｰ00205ｨｹｨｪ04ｨｬ 07ｨｮｨｪｨｺｨｰ06ｨｬ ｨ ｨｮｨｺｨ 04ｨ ｨｪ06 ｨｪｨ 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪｨｮ06 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ06 ｨｨ090060ｨｪ040 (ｨｨ ｨ ｨｨｨｪｨ 08ｨｪ040) ｨｺ ｨ ｨｬｨｬｨｪ ｨ ﾂ02ｨｪｨｨ07, ｨｺ06ｨｰ ｨ ｨｨ ｨｹ040609ｨ ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ06 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ ｨｬｨｬｨｪ ｨ ﾂ02ｨｪｨｨ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨ 09 ﾂ02ｨｰｨｪ ｨｬｨｮ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｪ02ｨ 0605ｨｹ ﾂｨｨ0905ｨ 04ｨ ｨ 0609ｨ ｨｪｨｨ07, ｨｺ06ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ 05ｨｨ09ｨｹ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04: ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ06 ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ ｨｬｨｮ ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬｨｨ ｨｨ090060ｨｪ ｨｺ060ｨ ; ｨC ｨｺ ｨｮ ﾂｨ ｨｰｨｹ ｨｬｨｮ ｨｨ0ｨ 0005ｨｨｨｪ02ｨｦｨｪｨ 07 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ w, w 2,..., w n, ｨｺ06ｨｰ ｨｮ ﾂｨｨｨｰｨ ｨｪ04; ｨC ｨ 0409ｨｰ ｨｮ ﾂｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ ｨ ｨｪｨｪ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 0ｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 04ｨ ﾂｨｨｨｰ0409ｨ 07 05ｨｰｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07, ｨｬ0603ｨｪ ｨｨ09ｨ ｨｰｨｹ ｨｮ08ｨｮ 08ｨ ｨ 06ｨｰ ｨｨ09ｨｰ02ｨｬ06ｨｦ: ｨ ｨｪｨｪ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｨ 0ｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 04ｨ (0708ｨｨ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ ｨｮ ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ 0902ｨｬｨｨｨｪｨ 08ｨ ) 0904 ﾂｨｨ0905ｨｨｨｰｨｹ ｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 09ｨｪ ｨｬｨｮ05ｨ ｨｬ w, w 2,..., w n ; ｨ ｨｪｨｪ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｨ 0ｨ ｨｪｨｪ ｨｪｨ ｨ 0608ｨ 04ｨ ｨｮ0302 ｨｨｨｬ0206ｨｴｨｨｨｬ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ w, w 2,..., w n ｨｺｨ 03006ｨｦ 07ｨ ｨｺｨｮｨｬ02ｨｪｨｰ-04ｨ ﾂｨｨ0905ｨｨｨｰｨｹ f(w, w 2,..., w n ). ﾁｨ ｨｴ ｨｺｨ ﾂ0209ｨｰ0902 f ｨｰｨｮ07ｨ 02ｨｰ 05ｨｨｨｪ02ｨｦｨｪｨ 07 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨ ｨｰ ﾂｨｰ06ｨ ｨｮ ﾂｨｨｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｺｨ ｨｺ 05ｨｰ06 ｨ ｨ ｨｪ ｨｰ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ, ｨｪ0206ｨ 0060ｨｨｨｬ04 ｨｰ08ｨｨ ｨｰｨ ｨｴｨｨ02: ｨC ｨｰ0209ｨｰ ｨｺ ｨｺ02ｨｨｨｨ 09 ｨｰ06ｨｬ02 09ｨｨ002, 09 ｨｺ06ｨｰ060804ｨｬ 08ｨ ｨ 06ｨｰｨ 02ｨｰ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ ｨｬｨｬｨｪ ｨ ﾂ02ｨｪｨｨ02. ｨC 0302, ｨ ｨｰｨ ｨｺ0302 ｨｪ0206ｨ 0060ｨｨｨｬ0402 ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ 0706 ｨｮ09ｨｰｨ ｨｪ0609ｨｺ02 ｨｨ 04ｨ 07ｨｮ09ｨｺｨｮ (ｨ ｨｪ020902ｨｪｨｨ07 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ 09 ｨｨｨｬ0206ｨｴｨｨ ｨ ｨｨｨｰｨｬ04); ｨｰ ｨｺ ｨｺ02ｨｨｨｨ ｨ ｨ 06ｨｰ04 09 ｨｰ0209ｨｰ060904ｨｬｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬｨｨ, 06ｨｪｨｨ ｨｪ04 ｨ 04ｨｰｨｹ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06 04ｨ 0008ｨｮ0302ｨｪ04 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 MySQL (ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｨ07 5.0, 00609ｨｰｨｮ07ｨｪｨ ｨ ｨｮ 08ｨ 030ｨ 07 ｨｰ0209ｨｰ0609ｨ 07 ｨｺ ｨｺ02ｨｨ ｨｰｨ ｨｰ ｨｨ ｨｰｨｨ ｨｰｨ ｨ 05ｨｨ02: ｨC docs ｨC ｨｰｨ ｨ 05ｨｨ02ｨ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0; ｨC lemms ｨC ｨｰｨ ｨ 05ｨｨ02ｨ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｬｨｬｨ 0; ｨC doc_lemms ｨC ｨｰｨ ｨ 05ｨｨ02ｨ ｨｬｨｬ ｨｨ02ｨｨ07ｨｬｨｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0; ｨC queries_morfo ｨC ｨｰｨ ｨ 05ｨｨ02ｨ 09 08ｨ 0406ｨ 08ｨ ｨｪｨｪ04ｨｬｨｨ ｨｪｨ 0502ｨｬｨｬ04 04ｨ 0ｨ ｨｪｨｨ07ｨｬｨｨ (04ｨ ｨ ｨｬｨｨ); ｨC checked_queries ｨC ｨｰｨ ｨ 05ｨｨ02ｨ 09 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｬｨｨ ｨｪｨｪ040 04ｨ ｨ 04ｨｪ ｨ 04ｨｬ ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040 ( ｨ 0008ｨｮ04ｨｺｨｨ), ｨ ｨｰｨ ｨｺ ｨ 0008ｨｮ0302ｨｪｨｪ040 0ｨ ｨｪｨｪ040 (09ｨｺ0506 ﾂｨ 07 ｨｨｨｪ002ｨｺ0904) 0708ｨｨ ｨｪ04 09 ｨｰｨ ｨ 05ｨｨ ｨ 04ｨｬ ｨｨ090060ｨｪ040 ｨｨ 04ｨ 0008ｨｮ0302ｨｪｨｪ040 ｨｺ ｨｺ02ｨｨｨｦ 04ｨ 04ｨｬ0208 ｨｨ090060ｨｪ040 04ｨ 04ｨｬ ｨ 0008ｨｮ0302ｨｪｨｪ040 0ｨ ｨｪｨｪ040, Gb 0ｨ ｨｪｨｪ040, Gb romip-web 7,3 3,0 romip-legal,5 3, ｨｪ ｨｨ090209ｨｰｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨ ｨｲ02ｨｬｨ ｨｬ ｨｨ ｨｰ. 07. ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 07ｨｨ0902ｨｦ, ｨｬ0200ｨ ｨ ｨ ｨｦｨｰ04 ｨｨ ｨｰ ｨｰｨｨ ｨｨ090060ｨｪ0402 0ｨ ｨｪｨｪ0402 ｨｬ0603ｨｪ ｨｮ ﾂｨｨｨｰｨｹ, 06ｨ 08ｨ ｨｰｨｨ0903ｨｨ09ｨｹ ｨｺ ｨ 09ｨｰ0608ｨｮ ｨｨ05ｨｨ , ｨｮ ﾂ02ｨｪｨｨ07 08ｨ ｨｪｨｨ07 06ｨｰ ｨ ｨｬｨｬｨｪ ｨｺ06ｨｬｨｨｨｰ02ｨｰｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨｪｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｰ0209ｨｰ ｨｺ ｨｪ0402 0ｨ ｨｪｨｪ ｨｰｨ ｨｰ ｨｨ002 DVD 0ｨｨ09ｨｺｨ 09 0ｨ ｨｪｨｪ04ｨｬｨｨ ｨ 0008ｨｮ04ｨｺｨｨ, ｨ ｨｰｨ ｨｺ ｨ ｨｴ ｨｪ0206ｨ 0060ｨｨｨｬ0402 ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ ｨ 0008ｨｮ04ｨｺ02 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 ｨｨ ｨｹ040609ｨ ｨｪｨｪ0402 ｨ 09ｨｰ060806ｨｬ ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨ06ｨｪｨｪ0402 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ ( ﾂｨｰ06, ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ, 0706ｨｬ060302ｨｰ 0905ｨｺ06ｨｪ06ｨｬｨｨｨｰｨｹ ｨｬ07 ｨｪｨ 04ｨ 0008ｨｮ04ｨｺｨｮ, ｨ ｨｰｨ ｨｺ 0302 ｨｪ0206ｨ 0060ｨｨｨｬ0602 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602 0ｨｨ09ｨｺ ｨｰ08ｨ ｨｪ09ｨｰ0906) ｨｰｨ ｨｪ0609ｨｺｨ ｨｨ 04ｨ 07ｨｮ09ｨｺ ｨ ｨｬｨｬｨｪ ｨ ﾂ02ｨｪｨｨ02 ｨｪｨ 07ｨｨ09ｨ ｨｪ06 ｨｪｨ ｨｺ02 Java ｨｨ 00609ｨｰｨｮ07ｨｪ ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ ｨ ｨｮ ｨ 07ｨｮ09ｨｺｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨｨｬ02ｨｰｨｹ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ0602 Java Runtime Environment ( ｨｨｨｨ > =.6) ｨｨ05ｨｨ Java Development Kit ( ｨｨｨｨ > =.6), ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 09ｨｪ0209ｨｰｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 09 ｨｨ090060ｨｪ04ｨｦ ｨｺ ｨｨ09ｨｰ08ｨｨｨ ｨｮｨｰｨｨ ｨｰｨｮ07ｨｪ ｨ ｨｮ ｨ 0060ｨｨｨｬ04ｨｦ ｨ 07ｨｮ09ｨｺｨ (ｨ 0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｨ090060ｨｪ040 ｨｺ ) ｨｺ06ｨｬ070502ｨｺｨｰ 00ｨ ｨｦ ｨｨ 0ｨｨ0802ｨｺｨｰ0608ｨｨｨｦ ｨｮ06ｨｴｨｨｨｦ: ｨC /romip_base.jar ｨC ｨ ｨｨｨｪｨ 08ｨｪ04ｨｦ 00ｨ ｨｦ05 ( ｨｨ08ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｬｨ 03ｨｨｨｪ04 Java) ｨ 07ｨｮ09ｨｺｨ ; 96

97 ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨC /romip2003.jar ｨC ｨ ｨｨｨｪｨ 08ｨｪ04ｨｦ 00ｨ ｨｦ05, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ ﾂｨｨ090502ｨｪｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺ ｨｺｨ ﾂ0209ｨｰ09ｨ 0706ｨｨ09ｨｺｨ ; ｨC /lib/ ｨC 0ｨｨ0802ｨｺｨｰ0608ｨｨ07, ｨ ｨｴｨ 07 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｪ0203ｨｪｨｨ02 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ, ｨ 07ｨｮ09ｨｺｨ 0708ｨｨ ｨｪｨｨ07; ｨC /relevant_matrixes/ ｨC 0ｨｨ0802ｨｺｨｰ0608ｨｨ07, ｨ ｨｴｨ 07 ｨｰｨ ｨ 05ｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ (006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨ ｨｬ) ｨｺ ｨｺ02ｨｨｨｦ romip_legal, romip_web 09 04ｨ ｨ ｨｬｨｨ, ｨｨ ｨｹ040609ｨ ｨｪｨｪ04ｨｬｨｨ /2005/ ; ｨC /readme.txt ｨC 00ｨ ｨｦ05, 09 ｨｪ0206ｨ 0060ｨｨｨｬ04ｨｬｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｺ02ｨｨ07ｨｬｨｨ ｨ 07ｨｮ09ｨｺｨｮ ｨ 0008ｨｮ04ｨｺｨｨ ｨｰ0209ｨｰ ｨｺ ｨｺ02ｨｨｨｦ 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 ｨｨ ｨｮ09ｨｰｨ ｨｪ0609ｨｺｨｨ 09ｨｨ08ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｬｨ 03ｨｨｨｪ04 Java, ｨｬ0603ｨｪ ｨｨ ｨｰｨｨ 04ｨ 07ｨｮ09ｨｺ 0302, ｨｪｨｨ ｨｮ06ｨｴｨｮ06 ｨｺ06ｨｬｨ ｨｪ0ｨｮ (09 06ｨ ｨｴ02ｨｬ 09ｨｨ002): java -Xmx024m; ｨC jar romip_base.jar; ｨC w romip_base.wf.<ｨｪｨ 0409ｨ ｨｪｨｨ02 ｨｺ05ｨ 0909ｨ ｨｨ09ｨ 06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ>; ｨC d <ｨｨｨｬ07 ｨ ｨ ｨ ｨｪｨｪ040>; ｨC y < ｨ >; ｨC <07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｪｨｪ ｨｺ05ｨ 0909ｨ >; ｨC <07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｴ ｨ 08ｨ ｨｺｨｰ0208ｨ > ｨ ｨｪ ｨ 08ｨ ｨｬ02ｨｰ08ｨ 0, ｨ ｨｰｨ ｨｺ0302 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｬ020804, ｨｬ0603ｨｪ ﾂ0209ｨｰｨｹ 09 00ｨ ｨｦ0502 /readme.txt ｨｰ ｨｺｨ ｨｺ ｨｪ0206ｨ 0060ｨｨｨｬ ﾂｨｨ090502ｨｪｨｨ07 ｨ ｨｮ0ｨｮｨｰ ｨｨ ｨｪ04, ﾂｨｨｨｰｨ ｨｪｨｪ0402 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨ ｨｮ0ｨｮｨｰ 04ｨ 07ｨｨ09ｨ ｨｪ ｨｮ06ｨｴｨｨｨｦ 00ｨ ｨｦ05: /output /<ｨｨｨｬ07 ｨ ｨ ｨ ｨｪｨｪ040> /< ｨ > /<ｨｪｨ 0409ｨ ｨｪｨｨ02 ｨｺ05ｨ 0909ｨ ｨｨ09ｨ 06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ> <07ｨ 08ｨ ｨｬ02ｨｰ0804>.txt ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｨ090060ｨｪ040 ｨｺ ｨｪ0402 ｨｺ ｨｰｨ ｨｰ ｨｨ ｨｺｨｰｨ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ NetBeans (00609ｨｰｨｮ07ｨｪ06ｨｦ 0706 ｨ ｨｮ / 0506ｨ 09ｨｰ0902ｨｪｨｪ06 ｨｨ090060ｨｪ0402 ｨｺ06004 ｨｪｨ ｨｰ ｨ 07ｨｺ02 /src ｨｨ ｨｺ05ｨ ｨ 04ｨ ｨｨｨｰ04 ｨｪｨ 009ｨ 07ｨ ｨｺ02ｨｰｨ : ｨC romip_base ｨC ｨｨｨｰ 0609ｨｪ0609ｨｪ0402 ｨｺ05ｨ ｨ 07ｨｮ09ｨｺｨ, 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ080609, ｨ ｨｰｨ ｨｺ0302 ｨ ｨｨｨｰｨｬ ﾂ02ｨｰｨ 00ｨ ｨｺｨｰ ; ｨC romip_base.wf ｨC ｨｨｨｰ ｨｬｨｪ ｨｰ ｨｰ040 ｨｺ05ｨ ｨ ｨｪｨｨ07 ｨｨｨｰ ｨｦ ｨｨ09ｨ 06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 07ｨｮｨｰ02ｨｬ ｨｰｨ ｨｪｨｨ ｨｬｨｮ0504 ｨｨ ﾂｨｨｨｰｨ ｨｪｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰ020 ｨｨ05ｨｨ ｨｨｨｪ040 00ｨ ｨｺｨｰ ｨ ｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ0802 ｨｺ05ｨ ｨｨ ｨｨ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ ｨｬ0603ｨｪ ﾂｨｨｨｰｨ ｨｰｨｹ 09 00ｨ ｨｦ0502 /readme.html, ｨ ｨｰｨ ｨｺ ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｺ05ｨ ｨｪ0609ｨｪ04ｨｬ ｨｬ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 0706 ｨｺ ｨｺ02ｨｨｨｨ ｨｪ0608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｺ ｨｺ02ｨｨｨｨ narod.ru 2004ｨC ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0708ｨｨｨ 05ｨｨ0302ｨｪ ｨ ｨｬ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｪ02ｨ 0605ｨｹ ﾂｨｨ0905ｨ 00ｨ ｨｺｨｰ ｨ ｨ ｨｬ02ｨｰｨｪ06 06ｨｰ09ｨｰｨ 09ｨ ｨｪｨｨ02 06ｨｰ 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ﾂｨｨｨｰ0409ｨ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｬ02ｨｰ080609, ｨｮ0ｨ 02ｨｰ ｨｰｨｨ ﾂｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪｨｨｨｬ ｨｮ ﾂ03ｨｨｨｬｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｪｨ 0902ｨｬｨｨｨｪｨ ｨｪｨｰ ｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｮ ﾂ02ｨｪ 0708ｨｨ ｨｨ ｨ ｨｪｨｨｨｨ ｨ 0609 ｨｮ ﾂ02ｨｰｨ 07ｨ ｨ ｨｨ ｨｰｨ ｨｬ06ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨｮ ﾂ02ｨｰ02 07ｨ , 06ｨｺｨ 04ｨ ｨｹ ｨｪ0202 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ ｨｨ04 04ｨ ｨ ｨｪｨ ｨｴｨｨ ｨ 0302 ｨｪｨ ｨ 0605ｨｹ0306ｨｬ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｨ (ｨ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｨ05ｨｨ ﾂ ｨｪ06). 0308ｨｨ 05ｨｰ06ｨｬ, ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪ04 08ｨ ｨ 00ｨ ｨｰｨｹ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 05ｨｨ04ｨｺ06 (ｨｪ02 ｨ ﾂ02ｨｬ ﾂ ｨ ｨ ). 07 ﾂ02ｨｰ 07ｨ , ｨ ｨｰｨ ｨｺ ｨ ｨｪｨ 0609ｨｪ ｨｺ090608ｨｮｨｬｨ ｨｰ ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨｮ06 TF*IDF ｨｬｨｮ05ｨｮ ｨ 05ｨｹｨｪ02ｨｦ03ｨ 07 08ｨ ｨ 06ｨｰｨ 0809ｨｰ ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｨｨｰｨｹ ｨｨ ｨ ｨｪｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨｨｬ ｨｪｨ 0708ｨ ｨｪｨｨ07ｨｬ: ｨC ｨｮ ﾂ02ｨｰ ｨｬｨ ｨｰｨｨ080609ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ web ｨｺ ｨｺ02ｨｨｨｨ 05ｨｰ06, 06 ﾂ0209ｨｨ0ｨｪ06, ｨｮ ﾂ02ｨｰ html ｨｬｨ ｨｰｨｨ080609ｨ ｨｪｨｨ07: 09ｨｰｨｨ05ｨｹ ｨｨ 08ｨ 04ｨｬ ｨｨ00ｨｰｨ, 04ｨ ｨｺｨｨ, ｨｺ0506 ﾂ ｨ 09ｨｰ08ｨ ｨｪｨｨ0204, 04ｨ ｨｺ (title) 09ｨｰ08ｨ ｨｪｨｨ0204 ｨｨ ｨｰｨ ｨｺ 0ｨ legal ｨｺ ｨｺ02ｨｨｨｨ ｨC ｨｮ ﾂ02ｨｰ 04ｨ ｨｺ ｨｺｨｮｨｬ02ｨｪｨｰ0609; ｨC ｨｪｨｨ02 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ﾂｨｨ09ｨｰｨｺ02 ｨｺ ｨｺ02ｨｨｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609; ｨC ｨｮ ﾂ02ｨｰ ｨｬ02ｨｰｨ 0ｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609; ｨC ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 08ｨ ｨｰｨｪ06ｨｦ ｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ (pseudo-relevance feedback); ｨC 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 04ｨ (005ｨｨｨｪｨ, ｨｪｨｨｨｦ idf ｨｬ ｨ ｨｬ 04ｨ ｨ, ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ idf ｨｬ ｨ ｨｬ 04ｨ ｨ ｨｨ ｨｰ06ｨｬｨｮ ｨ ｨｪ0402), ｨｨ ｨ 09ｨｪ06 05ｨｰ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0904ｨ ｨｬｨｮ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ0608 ｨ 05ｨ 00060ｨ 08ｨｨｨｰ ｨ ｨｨ ｨ ｨ 04ｨ 0706ｨｬ06ｨｴｨｹ ｨｰ0609ｨｺ02 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07 ｨｨ ｨｪ ｨ 09ｨｮ03002ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 06ｨｰ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 0ｨｮ05ｨｨｨｪ 08., 00ｨ , ｨ ｨｨ ﾂ ｨｨｨｰｨｬ ｨｰ02ｨｺ09ｨｰ ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ07 08ｨｪ002ｨｺ09ｨ ｨｪｨ ｯ2006. [2] ｨｺｨｨｨｦ 08., ｨｰｨｨｨｪ 00., ｨｺｨｮ08ｨｨｨｪ 08. Mail.Ru ｨｪｨ ｯ2005. [3] ｨ ｨｨ ﾂ 06., 00ｨ ｨｪ002ｨｺ09 ｨｪｨ ｨｺ06ｨｰ ｨ ｨｺｨｰ ｨｪ06ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ ｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ ｨｪ002ｨｺ09. [4] , 0206ｨ , 09ｨｮｨｺｨ ｨｨ ﾂ , 05ｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ /ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ basic line ｯ2004. [5] Robertson S. E., Walker S., Jones S., Hancock-Beaulieu M. M., Gatford 00. Okapi at trec-3. In TREC-3, 994. [6] Callan J. P., Croft W. B., Harding S. M. The INQUERY Retrieval System. [7] ｨｨｨｦ09ｨｺｨｨｨｦ 0902ｨｬｨｨｨｪｨ ｨｪｨｺ ｨｰ ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ. Reproduction best ad hoc search results of ROMIP seminar Pavel V. Krasilnikov This work is aimed at more detailed studying document retrieval algorithms, that received best results at ROMIP seminar in 2004ｨC2006 for ad hoc task on legal documents collection and narod.ru collection. Goal of the research is to reproduce results of best (but not so well documented) algorithms using certain amount of parameters and factors. Factors explored in this research, besides classical TF*IDF weights was: weight based on word pairs frequency and quorum weight (partial similarity between document and query). 97

98 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｪ ｨｰｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ ｨ ｨｪ ｨｪｨ 0809ｨｺｨｨｨｦ ｨ 08ｨｬ06009ｨ ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609, ｨ 02ｨｬ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｪｨ ｨ 05060ｨ 06ｨｰ ｨｰ02ｨｪ002ｨｪ02ｨｨｨｨ: ｨｰ0607ｨｪｨｪ04ｨｦ ｨｰ 06ｨ ｨｲ02ｨｬ0609 ｨｨ ｨｮ ｨｪ02ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨ 09 05ｨｰｨｨｨｬ 09ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨ 0502ｨｬｨ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨｬ02ｨｪｨｪ06 05ｨｰ06ｨｬｨｮ ｨｮ ｨ 0405ｨ ｨｴ02ｨｪｨ 0ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ. 0308ｨｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｰ ｨｰｨｨ ﾂ0209ｨｺｨｨ , ｨｰｨ ｨｺ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609, 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨ ｨｬｨｺｨ 0 ｨｰ020ｨｪ ｨｨｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ InfoStream ｨｪｨｨ ｨｪｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 ｨｰ020ｨｪ ｨｨｨｦ 0706ｨｪ07ｨｰｨｨ ｨｰ06ｨｺ ｨｰｨ ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ｨ 03ｨｪ040 ｨｨ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ040 [, 2] ｨｨ 09 05ｨｰｨｨｨｬ ｨ 09ｨｰｨ 02ｨｰ ｨｨｨｪｨｰ ｨｺ ｨｬ ｨｨ080609ｨ ｨｪｨｨ06 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｨ0 0002ｨｪ0208ｨ 02ｨｨｨｨ ｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｪ ｨｪ0609ｨｪ06ｨｬ 06ｨ 09ｨｮ030ｨ 02ｨｰ ｨ ｨｺ05ｨ 0909ｨ ｨｬ ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609: 05ｨｨｨｪ02ｨｦｨｪ0402 ｨｨ 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｰ0907 ｨｬ ｨｹ 09ｨ 08ｨｰ06ｨｪｨ -0802ｨ ｨ [3, 4]. 02ｨ ｨ ｨｺ05ｨ 0909ｨ ｨｨｨｬ0206ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ0609ｨｰｨｹ ｨC ｨｬ06ｨｪ06ｨｰ06ｨｪｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｬ02ｨｪｨｪ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨｰ06ｨｬｨｮ 06ｨｪｨｨ ｨｬｨ ｨｨ00060ｨｪ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ ｨ 05ｨｹｨｪ06ｨｦ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ 0902ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ ｨ ｨｪｨｨ ｨｬ02ｨｪｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ﾂｨｨ0905ｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪｨｪ ｨｰｨｨ07ｨ ｨｮｨ 020ｨｨｨｰ0205ｨｹｨｪ ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨｮ06ｨｰ 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ020ｨ ｨｪｨｨ04ｨｬ04 ｨｨ0 0002ｨｪ0208ｨ 02ｨｨｨｨ ｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨ ｨｪ ｨｪ04ｨｬｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ. 00 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ ｨｬｨｺｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ. 06ｨｰｨ ｨｬ ｨｹ ｨｪｨｨ ｨｨ0806ｨｺ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 06ｨ 05ｨ 09ｨｰ ｨｬｨｪ02ｨｪｨｪ04ｨｬ ｨｰ06ｨｨｨｪ09ｨｰ0906ｨｬ ｨｰ0907 ｨｰｨ ｨｺ ﾂ02ｨｰｨ ｨｪｨｨ02 09 ｨｪ02ｨｦ ｨｰ06ｨｰ04 ｨｨ090060ｨｪ ｨｬｨｮ05ｨｨ ｨｺ 09 00ｨｨｨ ｨｺ0609ｨｰｨｹ ｨｰｨ ｨｪ0609ｨｺ02 04ｨ 0ｨ ﾂ ｨｺｨｮｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｰ06ｨｺｨｨ ｨ ｨｴｨｨ02 04ｨ ｨｬ02 ﾂｨ ｨｪｨｨ ｨｨ ｨｨ04ｨｮ ﾂ02ｨｪｨｨｨｨ ｨｨ ｨｬ ｨｨ080609ｨ ｨｪｨｨｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｦ09ｨｰ09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨ 0405ｨｨ 0708ｨｨｨｪ07ｨｰ ｨｪｨｪ ｨｮｨｴ02ｨｪｨｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 09ｨｨ09ｨｰ02ｨｬｨ, 09ｨｺｨ ｨｪｨｨ08ｨｮ06ｨｴｨ 07 ｨｪ ｨｰｨｪｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ -09ｨ ｨｦｨｰ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ (05ｨｨｨ ｨ 06ｨｦ 008ｨｮ0006ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ) 0706 ｨｬ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 05ｨｰ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰｨｹ ｨｪｨ ｨｰｨ ｨｺ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨC 0902ｨ -09ｨ ｨｦｨｰ04 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨ ｨｪｨ ｨC ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｮ06ｨｴｨｨ0 060ｨｪ06 04ｨ 008ｨｮ00ｨｨｨｬ 0706 ｨｬ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ. 00 ｨｮ04ｨｺ06ｨｬ 09ｨｬ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0706ｨｰ06ｨｺ06ｨｬ 0706ｨｪｨｨｨｬｨ ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｦ ﾂｨｨ ｨｦ 08070, ﾂ0502ｨｪ04 ｨｺ06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 04ｨ 020ｨｨｨｪｨｨ02ｨｮ ｨｬ02ｨｪｨｨ, 09040ｨ 09ｨ 02ｨｬ040 ｨｰｨ ｨｺ06ｨｦ ｨｨ002ｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ. 0308ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｰ ｨｰ06ｨｺ ｨｬ02ｨｪｨｰｨ 08ｨｪ ｨｨｨｪｨｨ02 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨ. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨｰｨ ｨｺ06ｨｦ 020ｨｨｨｪｨｨ0204 ｨ ｨｮ002ｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ. 00 ｨｮ04ｨｺｨｨ0 08ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｪ02 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ ｨｪ07ｨｰｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ03, ｨ ｨｴ02ｨｪｨｨ0203 ｨｨ05ｨｨ 0007ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0706ｨｰ06ｨｺ06ｨｬ (060603) ｨ ｨｮ002ｨｬ 0706ｨｪｨｨｨｬｨ ｨｰｨｹ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｪ06ｨｬｨｮ ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ06ｨｬｨｮ 04ｨ ｨｮ. 06ｨｰｨ ｨｺ, ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｪｨｨｨｬｨ ｨｰｨｹ ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｪｨｨ02ｨｮ ｨｬ02ｨｪｨｨ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬ02, 09ｨｺｨ ｨｪｨｨ08ｨｮ02ｨｬ040 ｨｨ ｨｰｨｨ ｨｨ 00ｨｨ05ｨｹｨｰ08ｨｮ02ｨｬ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｬｨｮ 04ｨ ｨｮ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 06ｨ ｨｴｨｮ06 ｨｺｨ 08ｨｰｨｨｨｪｨｮ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ , ｨ ｨｪｨｨ ﾂｨｨ0903ｨｨ09ｨｹ ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ ｨｬｨｨ, ｨｰｨｨ07ｨｨ ﾂｨｪ04ｨｬｨｨ ｨｪ ｨｰｨｪ ｨｬ02ｨｪｨｰｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ. 005ｨ 09ｨｪ ｨｰ06ｨｨｨｪ09ｨｰ ｨｰ ｨｬ02ｨｪｨｰｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 06ｨｪ ｨｰｨ ｨｰ 09 08ｨ ｨｪｨｨ02 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06 ｨ 0605ｨｹ03ｨｨ02 06ｨ ｨｲ02ｨｬ ｨｰ0607ｨｪｨｪ06 ｨｨ04ｨｬ02ｨｪ0706ｨｴｨｨ ｨ ｨｪｨｪ040, 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｺ ｨｮ09ｨｺｨ 06ｨｴｨｨ0 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｮ06 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ ｨｨ090060ｨｨｨｬ ｨｨ04 ｨｰ060006, ﾂｨｰ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ-0002ｨｪ0208ｨ ｨｰ ｨｪ ｨｰｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 09 ｨ ｨ ｨｰｨｪ06ｨｬ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨ ｨ 06ｨｰｨ 06ｨｰ 09 09ｨｰｨ 02ｨｨ06ｨｪｨ 08ｨｪ06ｨｬ ｨｨｨｬ02, ｨｺ06ｨｰ060804ｨｦ ｨｬ060302ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ040609ｨ ｨｰｨｹ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ06 N. 06ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｺｨ 030ｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｪ0208ｨ ｨｰ ｨｨ ｨｨｨｰ 0706ｨｰ06ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪ02ｨｬ ｨｰ0607ｨｪｨｪ04ｨｦ 0706 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨ ｨｴ02ｨｪｨｨｨｦ. 0604ｨｬ02ｨｪ0706ｨｰ ｨｬ02ｨｪｨｨ 05ｨｨ03ｨｹ 06ｨ ｨｲ02ｨｬ ｨ ｨｴ ｨｪ02 ﾂｨｪ06 ｨｨ002ｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｰｨ ｨｺ ｨｰｨｨ07ｨ ｨｬ0603ｨｪ06 ｨｪ02 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ, ｨｪ06, ｨｪｨ 0708ｨｨｨｬ0208, 09 08ｨ ｨｪｨｨｨｨ ｨ 09ｨｰ ｨｪｨ 0060ｨｨ05ｨ 09ｨｹ 09ｨｨ09ｨｰ02ｨｬｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ InfoStream09 (ｨｰ ｨ 07 ｨｬｨ 08ｨｺｨ , 07ｨｺ08ｨ ｨｨｨｪｨ ), 09ｨｺｨ ｨｪｨｨ08ｨｮ06ｨｴｨ 07 06ｨｺ ｨｰ0409. ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 09 09ｨｮｨｰｨｺｨｨ 09 06ｨｰｨｺ0804ｨｰ ｨ -09ｨ ｨｦｨｰ0609 RUNeta. 98

99 ｨ ｨｪ005, ｨｪｨ 0809ｨｺｨｨｨｦ, ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ, ｨ 08ｨｬ06009ｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ0609 ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ ｨｰ02ｨｬ ｨｮ00ｨｨｨｬｨｨ ｨ ｨｬｨｨ, ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪ06ｨｦ ｨｰ02ｨｬ ｨ 02ｨｰ0907 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ02ｨｬ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪｨ 008ｨｮ00ｨｨ02 ｨｰ02ｨｬ04 [5], ｨｰｨ ｨｺ ﾂｨｰ ｨｺｨ ｨｬ0203ｨｮｨｰｨｺｨ ｨｬ02ｨｪｨｨ T ｨｨｨｬ0202ｨｬ: T M ﾒ ﾆ 0 i= ni ( t) dt = NT, n i (t) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｨｨｪｨｨ02ｨｮ ｨｬ02ｨｪｨｨ, ｨ M ｨC 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ0603ｨｪ040 ｨｰ02ｨｬ. 0806ｨｪ02 ﾂｨｪ06, ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｪ02ｨｺ06ｨｰ0608ｨ 07 ﾂｨ 09ｨｰｨｹ n i (t) 08ｨ 09ｨｪｨ ｨｪｨｮ ｨｪ0609ｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨｰｨ ｨｰ ｨｨ04ｨｮ ﾂ02ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ 06ｨｰ00205ｨｹｨｪ ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨｰ06ｨｺｨ n i (t). 0806ｨｪ02 ﾂｨｪ06, 0708ｨｨ ｨｪｨｪ0602 ｨｨ002ｨ 05ｨｹｨｪ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ02 ｨｨ09ｨｺｨ 03ｨ 02ｨｰ ｨｨ060ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｰｨ ｨｴｨｨｨｬｨｨ, ｨ ｨｪｨｪ04ｨｬｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, 09 ｨｪ ｨｹｨｪ06ｨｦ 02ｨｨｨｺ05ｨｨ ﾂｨｪ0609ｨｰｨｹ06 08ｨ ｨ 06ｨｰ04 ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｦ ｨC 0002ｨｪ0208ｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 02 ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ 0 ｨｮ ﾂ02ｨｰｨ ｨｰｨ ｨｺｨｨ ｨｺｨｰ ﾂｨｹ 0706ｨｦ002ｨｰ ｨｪｨｨ ｨｨ06ｨｪｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ 0502ｨｬｨ ｨｰｨｨｨｺｨ 0308ｨｨ ｨｬ ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609 ｨｪ0206ｨ 0060ｨｨｨｬ06 04ｨｪｨ ｨｪｨｨ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ ｨｨ0 0802ｨ 05ｨｹｨｪ ｨｪｨｨ07 ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ060ｨｨ ﾂ0209ｨｺｨｨ ｨｰｨ ｨｴｨｨ0, 06ｨ 08ｨ 04ｨｮ02ｨｬ040, ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨ 040ｨｪｨｨ ﾂｨｪ04ｨｬｨｨ 0ｨ ｨｰｨ ｨｬｨｨ 0708ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰ ｨｨ05ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 06ｨ ｨｲ02ｨｬｨ ｨｬｨｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 09 08ｨ 0405ｨｨ ﾂｨｪ0402 0ｨｪｨｨ ｨｪ ｨｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, 09ｨｺｨ ｨｪｨｨ08ｨｮ02ｨｬ040 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ InfoStream [6] ｨｮ ｨｪ07ｨｬ ｨｪ ｨｨ (06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｨ ｨｬ05ｨｪ.) ｨｰｨｪ06, ﾂｨｰ ｨｪｨｨ ｨｰｨ ｨｪｨｪ06ｨｦ ｨ 0502ｨｬ04 ｨｬ0600ｨｮｨｰ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ ｨC 06ｨｰ ｨｰ06ｨｦ 00ｨｺ06ｨｬ0702ｨｪ09ｨ 02ｨｨｨｨ ｨｨ ｨｪｨｪ ｨｪｨｰｨｪ ｨｰｨｪ060302ｨｪｨｨ07 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪ07ｨｬ ｨｪ ｨｨ, 006 ｨｬ02ｨｰ , ｨ ｨ 04ｨｨ08ｨｮ06ｨｴｨｨ00907 ｨｪｨ ｨ 08ｨ ｨ ｨｪｨｨ070 08ｨｮ08ｨｹ02 ｨｨ 0902ｨｦ090502ｨｰ-ｨ ｨｪｨ 05ｨｨ ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 ｨｨ 06ｨ 0609ｨｪ0609ｨ ｨｪｨｨ ｨｮ06ｨｴ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ ｨｨ060ｨｨ- ﾂ0209ｨｺｨｨ ｨｰｨ ｨｴｨｨ0 09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨ 0405ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪ , 06ｨ 0609ｨｪ0609ｨ ｨｪｨｪ ｨ ｨｬｨｺｨ 0 ｨｺ ｨｨ06ｨｪｨｪ06ｨｦ ｨｰ020608ｨｨｨｨ [7] ｨｮ06ｨｴｨｨｨｬ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｬ02ｨｰ060ｨ 0009ｨｺ0605ｨｹ0407ｨｴ02ｨｦ ｨｪ02ｨｦ03, ｨｺ06ｨｰ ｨｰｨ ｨｰ0907 ｨｪｨ ｨｨｨ ｨ 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｬｨｨ ｨｨ 0802ｨ 05ｨｨ04ｨｮ02ｨｬ04ｨｬｨｨ 09 ｨｨｨｪ0302ｨｪ0208ｨｪ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｪ ｨｺ ｨｨ06ｨｪｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ060ｨｨ ﾂ0209ｨｺｨｨ ｨｨ 06ｨ 0604ｨｪｨ ﾂｨｨｨｰｨｹ ﾂ t ﾂ0502ｨｪ 08070ｨ, 06ｨ 08ｨ 04ｨｮ02ｨｬ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0706ｨｰ06ｨｺ06ｨｬ (ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰｨｮ07ｨｨ0903ｨｨ0, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪｨｹ t, t =, N), ｨｰ06 00ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ ｨｰ ｨ ｨｰ0907 ｨｺｨ ｨｺ: N 6ﾓk = N 6ﾓk ﾆ k + t t = F ( k) ( X 6ﾓ m)( X 6ﾓ m), t m ｨC ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨ 09, ｨｺ06ｨｰ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ, ｨｪ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 07 06ｨ ｨｴｨｪ0609ｨｰｨｨ, ｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ 08ｨ 09ｨｪ04ｨｬ 0 (00609ｨｰｨｨ00ｨ 02ｨｰ ｨｨ ｨｪｨｨ02ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ06 09 t 04ｨｪｨ ﾂ02ｨｪｨｨ07 09 t ｨC m) ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ X ｨｬ060302ｨｰ ｨ ｨｰｨｹ 09ｨｺ0804ｨｰｨｮ ｨｨ060ｨｨ ﾂ0209ｨｺｨｮ ｨｰｨ ｨｴｨｮ06. 04ｨｨ ｨｹｨｪ0402 ｨｺ060502ｨ ｨ ｨｪｨｨ07 06ｨ ｨｲ02ｨｬ0609 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (0609ｨｹ Z), 09ｨｺｨ ｨｪｨｨ08ｨｮ02ｨｬ040 ｨｪｨ ｨｰ070302ｨｪｨｨｨｨ (ｨｪ06ｨｬ0208 ｨｪ ｨｨ ｨｮ ｨC 0609ｨｹ Y) ｨｪｨｰｨ 0: 03ｨｪ ｨC 7.23; 00ｨｰ ｨC 8.44; 0508 ｨC 8.80; ﾁｨｰ ｨC 8.73; 03ｨｰ ｨC 7.86; 05ｨ ｨC 5.57; 0009 ｨC 4.6 (002ｨｪｨｹ ｨｪ ｨｨ ｨC 0609ｨｹ X) ｨｰｨｪ06, ﾂｨｰ06 00ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｦ09ｨｰ0906ｨｬ: ｨｨ 09ｨｺ0804ｨｰｨ ｨｨ060ｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｴｨ 07 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ, ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨ 09ｨｨｨｬ07ｨｰ06ｨｰｨｨ ﾂ0209ｨｺｨｨ 0708ｨｨｨ 05ｨｨ03ｨ 02ｨｰ0907 ｨｺ ｨｺ09ｨ 008ｨ ｨｰｨｮ ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨ090060ｨｪ ｨ, ｨｰ. 02. ｨｪｨｮ ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ04ｨｦ ｨC ｨｨ060ｨｨ ﾂ0209ｨｺｨｨｨｦ, ｨｰ. 02. ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ ｨｺｨ ｨｺ: a0 X ( ), t = 2 + ﾆ ﾞ an cos nｦﾘ t + ｦﾈ n n= ｨｰ ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪｨ : F( k ) = a ﾆ ﾞ n= 2 a cos nｦﾘk. 06ｨｰ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06 00ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ ｨｨ060ｨｨ ﾂ0209ｨｺ ｨ ｨｰｨ ｨｺ ｨｰ ｨｨ060ｨｨ ﾂ0209ｨｺ06ｨｦ, ｨｨｨｰ 0609ｨｪ0609ｨｪｨｮ06 ﾂｨ 09ｨｰ06ｨｰｨｮ ｨｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ, ｨｪ06 ｨ ｨ ｨｮ q n ｨｨ06ｨｪｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ ｨ 03ｨｮｨｬ0502ｨｪｨｪ ｨｨ060ｨｨ ﾂ0209ｨｺｨｨ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ﾂｨｨ ｨｦ X, ｨｴｨｨｨｦ ｨｮｨｬｨｬ06ｨｦ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨ ｨｰ0205ｨｹｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ N ｨｨ 09ｨｨｨｪｨｮ0906ｨｨ0ｨ 05ｨｹｨｪ06ｨｦ 09ｨｨ00ｨｪｨ 05ｨ S: 09 t = N t + S t. 0ｨ ｨｦ002ｨｬ 00ｨｮｨｪｨｺ02ｨｨ06 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ ｨｰ ｨ (04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ04 ｨｺ ｨｪｨｮ ｨｬｨｮ ｨｪ02ｨｬｨｮ): = N 6ﾓk N 6ﾓk ﾆ t= N k + t N = t F( k ) N 6ﾓk N 6ﾓk ﾆ t= + ( N N 6ﾓk N 6ﾓk ﾆ t= = S N 6ﾓk N 6ﾓk ﾆ t= k + t k + t + S S t + X k + t n k + t X )( N + S ) = t N 6ﾓk N 6ﾓk ﾆ t= t N = t k + t S t + N 6ﾓk N 6ﾓk ﾆ t= S k + t N. t 99

100 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ﾂ0209ｨｨ0ｨｪ06, ｨ 00ｨ 02ｨｬ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ07 ｨｪ ｨｨ060ｨｨ ﾂ0209ｨｺｨ 07, ｨ 09ｨｨｨｬ07ｨｰ06ｨｰｨｨ ﾂ0209ｨｺｨｨ 09ｨｰ0802ｨｬ07ｨｴｨ ｨｺ ｨｪｨｮ ｨ ｨｺ ｨｺｨ ｨｺ N ｨｨ S ｨｪ02 ｨｺ ｨｪｨｰｨｪ04, ｨｰ ｨ ｨｨｨｬｨｪｨ 07 ｨｺ ｨｨ07 ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ, ｨｰ06ｨｬｨｮ ｨｰ0802ｨｰｨｹ02 ｨｨ ﾂ02ｨｰ090208ｨｰ ｨ 00ｨ 02ｨｬ0602 ｨｰｨ ｨｺ ｨｰ0802ｨｬ07ｨｰ0907 ｨｺ ｨｪｨｮ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09ｨ ｨｬ04ｨｦ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｪ02ｨｪｨｮ ｨｦ 09ｨｺ05ｨ ｨｰｨ ｨｰ 09ｨｰ ｨ 00ｨ 02ｨｬ0602 ｨC ｨ 09ｨｰ06ｨｺ ｨｨ07 09ｨｨ00ｨｪｨ 05ｨ S ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ 08070ｨ X 0609ｨｰｨ 02ｨｰ ｨｨ060ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ06ｨｪｨｪ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0802ｨ 05ｨｹｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 0ｨ 08ｨｨ ｨｰｨ ｨｪ 0008ｨ 00ｨｨｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ ｨ ｨｴ02ｨｪｨｨｨｦ 0902ｨｰ ｨｰ02ｨｬ ｨｮ0702ｨｨ ｨｺ08ｨ ｨｨｨｪ0203, ｨｬｨｨ080609ｨ ｨｪｨｪ04ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ InfoStream, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ060806ｨｦ 09ｨｺｨ ｨｪｨｨ080609ｨ ｨｹ 2500 ｨｪ ｨｰｨｪ ｨ -09ｨ ｨｦｨｰ ｨ ｨｮ 00(ｨｺ0608ｨｮ0702 ｨｺ060808ｨｮ0702) & (07ｨｺ08ｨ ｨｨｨｪ 07ｨｺ08ｨ 07ｨｪ)03 ｨ ｨｰ06ｨ 08ｨ ｨｪ ｨｰ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 04ｨ 456 0ｨｪ02ｨｦ. 08ｨ ｨｺ ｨｨ ｨｰｨｪ06, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ ｨｨ09ｨｺ0802ｨｰｨｪ ｨ ｨｨ04ｨｬ020802ｨｪｨｨｨｦ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: R(k) = F(k) /ｦﾒ 2, k ｨC 03ｨｨ08ｨｨｨｪｨ 0006ｨｺｨｪｨ ｨｪｨ ｨ ｨｪｨｨｨｦ03; F(k) ｨC 00ｨｮｨｪｨｺ02ｨｨ07 ｨ 09ｨｰ06ｨｺ ｨｨｨｨ; ｦﾒ 2 ｨC 0ｨｨ ｨｨ ｨｨ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ (0609ｨｹ Y) 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 03ｨｨ08ｨｨｨｪ04 06ｨｺｨｪｨ ｨｪｨ ｨ ｨｪｨｨｨｦ k (0609ｨｹ X) ｨ 03ｨｨ09ｨ ｨｪｨｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬ 0706ｨｰ06ｨｺｨ ｨｬ ｨｮ0ｨ 0502ｨｪｨｨ ｨｨ060ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｴ02ｨｦ 09 ｨｨ ｨｮ02ｨｬ06ｨｬ ﾂｨｨ ｨｬ 08070ｨｮ ｨｨ ｨｹ040609ｨ ｨｬ02ｨｰ ｨｪｨｪ06ｨｦ 0009ｨｺ0605ｨｹ0407ｨｴ02ｨｦ ｨｪ02ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ, ｨｰｨ ｨｪｨｪ04ｨｬｨｨ ｨｪｨ 08ｨｨ09. 5 (070208ｨｨ060 06ｨｺｨ 04ｨ ｨ 09ｨｪ04ｨｬ 7), 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪ ｨ ｨ 0302ｨｪｨｪ ｨｨ ﾂｨｨｨｪ, ｨｨ09ｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: S t = t 3 7 ﾆ + i= t6ﾓ3 02 ﾂ0209ｨｨ0ｨｪ06, 0708ｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ i 06ｨｰ t ｨC t + 3, ｨｨ090060ｨｨｨｰ ｨ 08ｨ 04ｨｪ ｨｺ0605ｨｹ0302ｨｪｨｨ ｨｨ ｨｬ02ｨｪｨｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ 0008ｨ 00ｨｨｨｺ ｨ 0302ｨｪｨｪ ｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬｨｮ ｨｨ090060ｨｪ06ｨｬｨｮ. X i. 04ｨｨ ｨｨ ﾂ0209ｨｰ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬ02 (0609ｨｹ Y) ｨｪ07ｨｬ (0609ｨｹ X) 008ｨ 00ｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｨ ｨｮ02ｨｬ ｨ ｨｪｨ ｨ ｨｪｨｨｨｦ 0909ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨｮ02ｨｰ 06 08ｨ ｨｪｨｨｨｨ ｨｺ ｨｨ06ｨｪｨｪ ｨｦ09ｨｰ ｨｪ07ｨｬ ｨｪ ｨｨ (08ｨｨ09. 3). 0502ｨｬｨｹ ｨｮ080609ｨｪ02ｨｦ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ, ｨｰｨ ｨｪｨｪ040 ｨｪｨ 0008ｨ 00ｨｨｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 7 0ｨｪ07ｨｬ ｨｪ ｨｨ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ ｨｪｨｪ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 0904ｨ 08ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪ ｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ, ｨｨｨｬ0206ｨｴ02ｨｦ 0709ｨｪ ｨ 0302ｨｪｨｪｨｮ06 00ｨ 08ｨｬ06ｨｪｨｨ ﾂ0209ｨｺｨｮ ｨｰｨ ｨｴｨｮ06. 04ｨｨ ｨ 0302ｨｪｨｪ04ｨｦ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨｨ090060ｨｪ06ｨｬｨｮ ｨｨ06ｨｪｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ ｨ 0302ｨｪｨｪ ｨ (09ｨｬ. 08ｨｨ09. 5) ｨｪ ｨｨｨｰ 0709ｨｪ ｨ 0302ｨｪｨｪ040 00ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ ｨ 03ｨｨ09ｨ ｨｪｨｨ ｨ 08ｨｬ06ｨｪｨｨ- ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｴ02ｨｦ ｨｨｨｰ ｨｨｨｰｨｹ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 0802ｨ 05ｨｹｨｪ ｨｪｨｨ07 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ, ｨｨｨｪｨ ｨｬｨｨｨｺｨｮ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｮ ｨ 04ｨｰｨｨ07ｨｬ 0802ｨ 05ｨｹｨｪ ｨｬｨｨ08ｨ, ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ060ｨｨｨｺｨｨ 06ｨｰ00205ｨｹｨｪ ｨｺｨｰ0806ｨｪｨｪ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0708ｨｨ 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｨ ｨ 05ｨｨ09ｨｹ ｨ 0302ｨｪｨｪ ｨｺｨｪ06ｨｬ ｨｪｨ ｨ ｨｪｨｨ ｨｪ02ｨｦ, ﾂｨｰ ｨｰ ｨｨ04ｨ ｨ ｨｰｨｹ ｨｰ 0709ｨｪ ｨｪｨｪ040 ｨｪ ｨｹｨｪ040 02ｨｨｨｺ ｨ ｨｲ02ｨｬｨ 0 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ. 00

101 ｨ ｨｪ005, ｨｪｨ 0809ｨｺｨｨｨｦ, ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ, ｨ 08ｨｬ06009ｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ ｨｨ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ ｨｨ090060ｨｪ (06) ｨｨ ｨ 0302ｨｪｨｪ (.) 08070ｨ ｨｪｨ ｨ ｨｪｨｨｨｦ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ ｨｨｨｪｨ ｨｬｨｨｨｺｨ ｨｮ050702ｨｨｨｦ 00 06ｨｰ05ｨｨ ﾂｨｨ02 ｨｬ ｨｨ 09ｨ 08ｨｰ06ｨｪｨ -0802ｨ ｨ, ｨ 05ｨｹｨｪ06ｨｦ 0ｨｨｨｪｨ ｨｬｨｨｨｺ ｨｨｨｬ0206ｨｰ ｨｬ0209ｨｰ ｨｨ ｨｰｨ, ｨｨ 0907ｨ 0ｨ ｨｨｨｪｨｰ02ｨｪ09ｨｨ09ｨｪ0609ｨｰｨｨ ｨｰ06ｨｬｨｮ ｨｰ080602ｨｪｨｨ ｨ 05ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺｨ 08ｨｰｨｨｨｪ04 ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ ｨｨｨ ｨｺｨｮ06 ｨｬ ｨｹ. 00 ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｪ07ｨｰｨｨ ｨｮ050702ｨｨｨｨ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 0903ｨｨ08ｨｨｨｰ0205ｨｹｨｪ06ｨｬ ｨｰ0605ｨｺ0609ｨ ｨｪｨｨｨｨ, ｨｨ ｨｰ06ｨｬｨｮ ｨｪ02 06ｨ 0609ｨｪ0609ｨ ｨｪ ｨｪｨｨ ｨｨ 09 06ｨ 09ｨｮ03002ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ , ｨｮ02ｨｰ 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 006ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｬ 0706ｨｰ06ｨｺ ｨｬｨｪ0600ｨｨ0 06ｨｰｨｪ060302ｨｪｨｨ070 ｨｪｨ 0706ｨｬｨｨｨｪｨ 06ｨｰ ｨｮ050702ｨｨｨｨ 03ｨｨ ｨ ｨｪｨｨ04ｨｬ ｨｪｨｨ ｨｪｨｪ06ｨｬ 09ｨｬ ｨ 06ｨｰ090703, 00ｨｮｨｬｨｨ08ｨ 06ｨｰ03 ｨｨ 0ｨ 06ｨｰ ｨｰ06ｨｬ09ｨｰ ｨｰ060806ｨｦ ｨｨｨｪ ｨｺｨ ｨ 0405ｨｨ 00609ｨｰｨｨ00ｨｪｨｮｨｰ04 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ0402 ｨｮ ｨｨ ｨｰ080602ｨｪｨｨｨｨ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｮ050702ｨｨｨｦ [8, 9]. 0ｨ ｨｨｨ ｨｺｨｰｨｨ09ｨｪ06ｨｦ, ｨｨ0ｨｨｨｬ06ｨｬｨｮ, ｨｮ02ｨｰ 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨｬ ｨｹ (0900), ｨｪｨｪｨｮ ｨｹ09ｨｰ06ｨｬ ｨｨ09ｨ ｨｪｨｨ07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｪｨ ｨｪｨ ｨｪｨｨ07 [0] ｨｨ ｨｬ ｨ ｨｨ ｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｴ0209ｨｰ09 []. 00 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 06ｨｪｨ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｺ08ｨ ｨｦｨｪ ｨｰ090608ｨｪ06ｨｦ 0906 ｨｬｨｪ0600ｨｨ0 06ｨ 05ｨ 09ｨｰ070 ｨｪｨ ｨｮｨｺｨｨ ｨｨ ｨｰ020ｨｪｨｨｨｺｨｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨｬ ｨｹ ｨｬ0603ｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｺｨ ｨｺ 06ｨ 06ｨ ｨｴ02ｨｪｨｨ02 ｨｬ ｨｨ 00ｨ 05ｨｹｨｰｨｮ09ｨ [2], ｨｺ06ｨｰ0608ｨ ｨｮ09ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｹ 09ｨｺ ｨｰｨｨ ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪｨ ﾂ02ｨｪｨｨ06 09 ｨｺｨ 03004ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ: dn( t) = kn( t). dt k ｨC ｨｪ02ｨｺ06ｨｰ060804ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨ06-ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06ｨ ｨ ｨｰｨｹ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 09 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｨ 00ｨ 05ｨｹｨｰｨｮ09ｨ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ ｨｬ02ｨｪｨｨ, 0708ｨｨ ﾂ02ｨｬ ｨｰｨ ｨｺ, ﾂｨｰ06ｨ ｨｪｨｨ02 ｨｪ ｨ ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ06ｨｦ ｨｹ06 ｨｨ ｨｹ04ｨｮ02ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08 ｨｪｨ 0904ｨｴ02ｨｪｨｨ07 N ｨ 0708ｨ 09ｨｮ06 ﾂｨ 09ｨｰｨｹ 0708ｨｨ ｨｪｨｪ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ07 ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 09 09ｨｨ002: k(n ｨC n(t)) ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｨｨｬ02ｨｰ 09ｨｨ0: dn ( t) 2 = kn( t)[ N 6ﾓ n( t)] = k[ Nn ( t) 6ﾓ n ( t)]; dt n( 0) = n 06ｨｪ06000ｨ 09 05ｨｰ06ｨｬ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨｮ006ｨ ｨｪ ｨｦｨｰｨｨ ｨｺ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂｨｨ090502ｨｪｨｪ0609ｨｰｨｨ: ｨ : m ( t) = n( t); p = kn. N dm( t) = pm( t)[ 6ﾓ m( t)]. dt 06ｨｰ06 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ02 ｨｨｨｬ0202ｨｰ 009ｨ ｨｺ05ｨ 0909ｨ ｨｪｨｨｨｦ (08ｨｨ09. 6, 7) ｨｦ ｨｨ04 ｨｪｨｨ0 0607ｨｨ090409ｨ 02ｨｰ ｨｰ m(t), ｨ 008ｨｮ0006ｨｦ ｨC 0907ｨ ｨ ｨｰ0205ｨｹｨｪ06, 09ｨｨ09ｨｰ02ｨｬｨ, 0607ｨｨ090409ｨ 02ｨｬｨ 07 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ02ｨｬ, ｨｨｨｬ0202ｨｰ 009ｨ 08ｨ 09ｨｪ ｨｪ ｨｰ0607ｨｪｨｨ07: m(t) = 0 ｨｨ m(t) = ｨｪｨｨ ｨｰ0907 ｨｪ02ｨｮ09ｨｰ06ｨｦ ﾂｨｨ0904ｨｬ, ｨ 09ｨｰ ｨC ｨｮ09ｨｰ06ｨｦ ﾂｨｨ0904ｨｬ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, 0708ｨｨ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 06ｨｰ 08ｨ 09ｨｪ ｨｨ07 m(t) > 09ｨｺ0506 ﾂｨ 02ｨｰ0907 ｨｬ020ｨ ｨｪｨｨ04ｨｬ 0907ｨ 0ｨ, ｨ 0708ｨｨ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨｨｨ m(t) <, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｰｨ. 04ｨｨ ｨｰ m(t), 0609ｨｹ Y, 06ｨｰ ｨｬ02ｨｪｨｨ (0609ｨｹ X) 04ｨｨ ｨ 0 m(t), 0609ｨｹ Y, 06ｨｰ ｨｬ02ｨｪｨｨ (0609ｨｹ X) ｨ ｨｰ0205ｨｹｨｪ06, 0ｨ ｨｪｨｪ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｨ090409ｨ 02ｨｰ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04, ｨｺ06ｨｰ ｨｪ02ｨｨ04ｨ 0203ｨｪ ｨｨ ｨｰ ｨｺ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ06 ｨｮ09ｨｰ06ｨｦ ﾂｨｨ ｨ 09ｨｪ ｨｨ07 m(t) =. 0. 0

102 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪｨ ｨｪ ｨｨ00060ｨｪｨ ｨｨ09ｨ ｨｪｨｨ07 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｪ040 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0 09ｨｨ09ｨｰ02ｨｬｨ 0, 060ｨｪｨ ｨｺ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｨ03ｨｹ ｨｬ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ07 ｨｮ09ｨｰ06ｨｦ ﾂｨｨ ｨ 09ｨｪ ｨｨ ｨ ｨ ｨｴｨｨ0 0905ｨｮ ﾂｨ ｨｰ06 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｮ02ｨｰ ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ ｨｮ050702ｨｨｨｦ 0308ｨｨ ｨｪｨｪ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｨ090409ｨ 02ｨｰ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｮ 020ｨｨｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050702ｨｨｨｨ, ｨｺ06ｨｰ0608ｨ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ02ｨｰ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｺ08ｨｮ03ｨ 06ｨｴ02ｨｦ ｨｦ ｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｪ ｨｨｨｰｨｮｨ 02ｨｨｨｨ ｨｪｨｨｨｺｨ 06ｨｰ 08020ｨｺ06, ｨｺ0605ｨｹｨｺｨｮ ｨｮ050702ｨｨｨｨ ｨ ｨｺｨｰｨｨ09ｨｪ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｰ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ. 00 ｨｰ020608ｨｨｨｨ ｨｮ050702ｨｨ06ｨｪｨｪ06ｨｦ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ ｨｬ ｨｰｨ ｨｺ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ07 [3, 4], ｨｰｨ ｨｺ ﾂｨｰ06 06ｨ ｨｴｨ 07 ｨｺｨ 08ｨｰｨｨｨｪｨ 0904ｨ ｨｨｨｬ0606ｨｰｨｪ060302ｨｪｨｨ ｨｮ050702ｨｨｨｦ ｨｨｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪ06ｨｦ ｨｨ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ06ｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｮ02ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ, ﾂｨｰ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ ｨｮ050702ｨｨｨｦ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｬ04ｨｬ, ｨｪ06 ｨｨ ｨ ｨｪｨｪ04ｨｬ ｨ ｨｬｨｺｨ ｨｨ09ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ 0607ｨｨ09ｨ ｨｪｨｨ02 n 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｮ050702ｨｨｨｦ 09 06ｨ ｨｴ02ｨｬ 0905ｨｮ ﾂｨ ｨｮｨｴ0209ｨｰ ｨｰ ｨｬ06ｨｴｨｹ ｨｮ06ｨｴ02ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ: n dmi ( t) = mi ( t)[ pi 6ﾓ ﾆ qijm j ( t)]; dt m ( 0) = m i j= ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｰｨｨ ｨｨ090409ｨ 02ｨｬ ｨ ｨｰ ｨｨ ﾂｨｨｨｪ06ｨｦ ｨｨ 04ｨｪｨ ｨｺ06ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 p i ｨｨ q ij, 0708ｨｨ ﾂ02ｨｬ ｨｮ02ｨｰ ｨｨｨｬ02ｨｰｨｹ 09 09ｨｨ0ｨｮ, ﾂｨｰ06 09 ｨｺｨ 03006ｨｬ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｨ 0ｨｨｨ 0006ｨｪｨ 05ｨｹｨｪ0402 ﾂ0502ｨｪ04 m i m i ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 09ｨｪｨｮｨｰ08ｨｨ09ｨｨ ｨｬｨｮ, ｨ ｨｺ080209ｨｰｨｪ0402 m i m j ｨC ｨｬ020309ｨｨ ｨｬｨｮ 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ06. 02ｨ ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ ｨｨｨｪ02ｨｨ0702 ｨｬ060302ｨｰ 0607ｨｨ090409ｨ ｨｰｨｹ 03ｨｨ0806ｨｺｨｨｨｦ ｨｺｨｰ08 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, 060ｨｪｨ ｨｺ ｨｪｨｨ07 (06ｨｰｨｪ060907ｨｴｨｨ ｨｺ 0802ｨ 05ｨｹｨｪ04ｨｬ ｨ ｨｬ), ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 060ｨｪ06ｨｬｨｮ ｨｨ ｨｮ06ｨｴｨｨ ｨｨｨｬ0609: 09ｨｰｨ 02ｨｨ06ｨｪｨ 08ｨｪ04ｨｦ; ｨ 09ｨｰ06ｨｺ060502ｨ ｨ ｨｰ0205ｨｹｨｪ04ｨｦ; ｨｺ09ｨ 04ｨｨ09ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ 06ｨ ｨｴ02ｨｪｨｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ 0308ｨｨ ｨｪｨｪ ｨｨ09ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｮ050702ｨｨｨｦ 09 08ｨ ｨｬｨｺｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪ ｨｰ060006, ﾂｨｰ06ｨ 04 06ｨ ﾂｨｨｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｨ09ｨ ｨｪｨｨ07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ 0708ｨｨ ｨｪｨｪ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ07, ｨｪｨｨ0 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺｨ ｨｺ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｬ02ｨｪｨｨ , ｨｬ 04ｨ 09ｨｨ0907ｨｴｨｨｨｦ 06ｨｰ ｨｬ02ｨｪｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ08, ｨｰｨ ｨｴｨｨｨｦ 0906ｨ 06ｨｦ ｨｬ0208ｨｮ 0905ｨｨ07ｨｪｨｨ ｨ 04ｨｰｨｨｨｦ 09ｨｪ0203ｨｪ02ｨｦ ｨｪｨ ﾂｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｰ02ｨｬ02: 0i k = k( t) = k0 + R( t), k 0 ｨC ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰｨ, 0607ｨｨ090409ｨ 06ｨｴｨ ｨｪ0208ｨ 02ｨｨ ｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨ R(t) ｨC ｨｬ0208ｨ 0709ｨｪ ｨｨ07ｨｪｨｨ ｨ 04ｨｰｨｨｨｦ. 06ｨ ｨｺ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｮ ﾂ0209ｨｰｨｹ ｨｨ ｨｰ06 06ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ0906, ﾂｨｰ06 ｨｪｨ 09ｨ ｨｬ06ｨｬ ｨｪ0208ｨ 02ｨｨｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｰｨｨ00ｨ 02ｨｰ ｨｪｨ 0904ｨｴ02ｨｪｨｨ ｨｨ ｨｰ02 ｨｨ0 ﾂｨｨ0905ｨ 006. ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｮ09ｨｰｨｨｨｬ ｨｪｨ ﾂ02ｨｪｨｨ07 N ｨｰ06ｨｬｨｮ ｨｨｨｰ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨ07 S(t), 0607ｨｨ090409ｨ 06ｨｴｨ 07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｺ08ｨｨｨｰｨｨ ﾂ0209ｨｺ ﾂｨｨ0905ｨ ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨｰ ｨｬ02ｨｪｨｨ. 05 ｨｮ ﾂ02ｨｰ06ｨｬ 09ｨｺｨ 04ｨ ｨｪｨｪ060006, 06ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｨｨｬ02ｨｰ ｨｮ06ｨｴｨｨｨｦ 09ｨｨ0: dn( t) = [ k0 + R( t)] n( t)[ N 6ﾓ R( t) n( t)]; dt n( 0) = n ｨｬｨｨ08ｨｮ07 ｨｪｨ N, ｨ 0604ｨｪｨ ﾂｨｨ09 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04, ｨｮ ﾂｨ 02ｨｬ ｨ ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪｨｮ06 04ｨ 07ｨｨ09ｨｹ: dm( t) 2 = p( t) m( t) 6ﾓ q( t) m ( t), dt 00002: p( t) = N[ k m( t) = 0 N q( t) = p( t) S( t). 0 n( t); + R( t) = P + P( t)]; ｨｮ ﾂｨ ｨｮ0 ｨｨ ｨ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｬ 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｨｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｪ0202, ｨｺ0605ｨｹｨｺｨｮ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨ09ｨｰ02ｨｬ02 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ 06ｨ 05ｨ 0ｨ 06ｨｰ ｨｬ02ｨｪ ﾂ0209ｨｨ0ｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ02ｨｦ ｨ ｨｪｨ ｨｨｨｨ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ06 ｨ ｨ ｨｰｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｬ02ｨｪｨｨ p(t) ｨｨ q(t), 09ｨｰ0607ｨｴｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｨｨｪ02ｨｦｨｪ04ｨｬ ｨｨ 0ｨｨｨ 0006ｨｪｨ 05ｨｹｨｪ04ｨｬ ﾂ0502ｨｪｨ ｨｬｨｨ, 09 ｨｰ02ｨｬ ｨｨ04ｨｨ ﾂ0209ｨｺｨｨｨｬ03 09ｨｬ ｨｬ: n dmi ( t) = mi ( t)[ pi ( t) 6ﾓ ﾆcijm j ( t) 6ﾓ qi ( t) mi ( t)]. dt i ﾙ j ｨｪ0208ｨ 02ｨｨｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪｨ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｰ02ｨｬ04, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｪ ｨｰ0907 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ04ｨｬｨｨ ｨｪｨｪ06ｨｬ 09ｨｬ ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｴ02ｨｪｨｨｨｨ ｨｬ02ｨｪ ｨ ｨｴｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨ ｨｴｨｨｨｬｨｨ, ｨ 02ｨｪｨｪ ｨｮ ﾂｨ ｨｪ0208ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0906ｨ 04ｨｰｨｨｨｦ. 002 ｨｨ09ｨｺ0506 ﾂ02ｨｪ06, ﾂｨｰ06 ｨｬ0600ｨｮｨｰ ｨｨｨｬ02ｨｰｨｹ ｨｬ0209ｨｰ06 ｨｨ 008ｨｮ00ｨｨ02 ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨ ｨｨｨｬ060905ｨｨ07ｨｪｨｨ07, ｨｪ02 09ｨｰ0605ｨｹ 06 ﾂ0209ｨｨ0ｨｪ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 009ｨ 06ｨ ｨｴｨｨ0 0905ｨｮ- ﾂｨ 07, ｨ ｨｨｨｬ02ｨｪｨｪ06, 0ｨｨｨｪｨ ｨｬｨｨｨｺｨ 060ｨｪ06ｨｦ ｨｪ020904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ060302ｨｦ ｨｰ02ｨｬ04 ｨｨ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨ 009ｨｮ0 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｬ. 00 ｨｺｨ 03006ｨｬ ｨｨ04 ｨｪｨｨ0 ｨｪｨ ｨｬ 0708ｨｨ002ｨｰ ｨｰｨｹ 0709ｨｪ04ｨｦ 09ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ p(t) ｨｨ q(t) ｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ, ｨｨ ｨｨ04 ｨｪ02ｨｺｨｨ0 08ｨ 04ｨｮｨｬｨｪ ｨｮｨｴ02ｨｪｨｨｨｦ ｨｨ ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨｨｦ 09ｨｨ0ｨｪ06, ﾂｨｰ06 060ｨｪ06ｨｦ ｨｨ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ ｨｰ0907 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02 n 0 > 0. 06ｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ, ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ02 ｨｪ02 ｨｬ060302ｨｰ 0607ｨｨ090409ｨ ｨｰｨｹ 04ｨ ｨｪｨｨ ｨｮ050702ｨｨｨｦ. 02ｨｪ ｨｨ00060ｨｪ06 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｨ09ｨ ｨｪｨｨ07 ｨｨｨｬ02ｨｪｨｪ06 ｨｨ0 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｪ06ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨ 0ｨ ｨｨｨ ｨｰ06ｨｦ 0905ｨｮ ﾂｨ ｨｦ ｨｬ02ｨｪｨｪ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ﾂｨｨ0905ｨ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｰｨｮ07ｨ 06ｨｴｨｨ0 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｦ 0706ｨｰ06ｨｺ ｨｨ 09 ｨｪ02ｨｺ06ｨｰ060804ｨｬ 0906ｨ 04ｨｰｨｨ02ｨｬ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｺ08ｨｨ09ｨ 07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｨｨｰ ｨｰ06: 09ｨｪｨ - ﾂｨ ｨｪ ｨｺ ｨ 09ｨｰｨ 02ｨｰ, 00609ｨｰｨｨ00ｨ 02ｨｰ ｨｪｨ 0904ｨｴ02ｨｪｨｨ07, ｨ 0 02

103 ｨ ｨｪ005, ｨｪｨ 0809ｨｺｨｨｨｦ, ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ, ｨ 08ｨｬ06009ｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ ｨ ｨｰ02ｨｬ ｨｮｨ 0409ｨ 02ｨｰ, 09ｨｰ0802ｨｬ0709ｨｹ 0708ｨｨ 05ｨｰ06ｨｬ ｨｺ ｨｪ02ｨｺ06ｨｰ060806ｨｬｨｮ 04ｨｪｨ - ﾂ02ｨｪｨｨ06, ｨ 05ｨｨ04ｨｺ06ｨｬｨｮ ｨｺ ｨｪｨｮ ｨｪｨ ｨｨ ﾂｨｪｨ 07 04ｨ 0ｨ ﾂｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨ 09ｨｹ ｨ 09ｨｰ0608ｨ ｨｬｨｨ 08ｨ ｨｪ ｨ ｨ 06ｨｰ02 [5], ｨｺｨ ﾂ0209ｨｰ0902 p(t) ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 09ｨｰｨｮ0702ｨｪ ﾂｨ ｨｰｨ 07 00ｨｮｨｪｨｺ02ｨｨ07: 646 D,0 ﾜ t ﾜ ｦﾋ P( t ) = ,t > ｦﾋ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｮ0 06ｨ 05ｨ 09ｨｰ02ｨｦ (t 05 l ｨｨ t > l) ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ04 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ07: du( t) = P0 u( t) 6ﾓ Qu dt ( t) + Du( t); dv( t 6ﾓ ｦﾋ) = P0 v( t 6ﾓ ｦﾋ) 6ﾓ Qv dt 2 2 ( t 6ﾓ ｦﾋ), P 0 ｨｨ Q ｨC ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ ｨｪ ｨｪｨｨ02 05ｨｰ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｹ ｨｨ04 ｨｮ ｨｨ ｨｨ09ｨｺｨｨ03 ｨｪｨ 0008ｨ ｨｪｨｨ ｨ 05ｨ 09ｨｰ02ｨｦ: u ( ｦﾋ) = v( ｦﾋ) ｨｮ ﾂ02ｨｪｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｬ ｨ 05ｨｨ ｨｰｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ, 06ｨｰｨｪ060907ｨｴｨｨｨｬｨｨ0907 ｨｺ ｨ ｨｴ02ｨｪｨｨ07ｨｬ ｨｪｨｪ06ｨｦ ｨｺｨ ｨｰ ｨｨｨｨ. 020ｨｪｨ ｨｺ06 ｨ 0405ｨｨ ｨｪ04 ｨｨ 008ｨｮ00ｨｨ02 09ｨｨ004 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609, ｨｺ06ｨｰ ｨ ｨｪｨｪｨ 07 ｨｬ ｨｹ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨｪ020708ｨｨ02ｨｬ0502ｨｬ06ｨｦ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, 09ｨｬ0209ｨｰ ｨｬ06ｨｮ000605ｨｹｨｪ06ｨｦ 09ｨｰｨｮ0702ｨｪｨｹｨｺｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 0ｨｺｨ 07 00ｨｮｨｪｨｺ02ｨｨ07, ｨｺ06ｨｰ0608ｨ 07 ｨｰｨ ｨｺ0302 ｨ ｨｮ002ｨｰ ｨｨｨｬ02ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪｨｮ06 03ｨｨ08ｨｨｨｪｨｮ, 08ｨ 09ｨｪｨｮ06 ｦﾋ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 05ｨｰ ｨ ｨ ｨ 08ｨ ｨｪ06 08ｨ ｨｪｨｨ02 0ｨ ｨｮ0909ｨ : R( t) = ae 6ﾓ b( t 03ｨ 08ｨ ｨｬ02ｨｰ08 ｦﾓ 00ｨｨｨｺ09ｨｨ08ｨｮ02ｨｰ ｨｪｨｨ02 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬｨ ｨｬ02ｨｪｨｪ06ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0802ｨ ｨｺ02ｨｨｨｨ (09 09ｨｬ ｨｰｨ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ) ｨｪｨ ｨｨ ｨ 04ｨｰｨｨ02. 06ｨｨ07ｨｨ ﾂｨｪｨ 07 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪｨ 07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ06ｨｪ06ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 06ｨｰ ｨｬ02ｨｪｨｨ 0708ｨｨ ｨｪｨ ｨｪｨ 08ｨｨ ﾓｦﾓ 2 ) ｨ ｨｰ0205ｨｹｨｪ06, 09ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｨ R(t) 05ｨｨ03ｨｹ ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴｨｮ ｨｬｨｮ ｨｨｨｪｨｰ ｨｮ06ｨｴ02ｨｦ ｨｪｨ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ. 0308ｨｨ 0904ｨ ｨｮｨｪｨｺ02ｨｨｨｨ q(t), ｨｺ06ｨｰ0608ｨ ｨｨ090409ｨ 02ｨｰ ｨｺｨｰ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ, ｨ ｨｪｨｪ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｺｨｰｨｨ09ｨｪ ｨ ｨｲ02ｨｬｨ 00609ｨｰｨｮ07ｨｪ ｨｮ , ｨ ｨｮ002ｨｬ ｨｨ090060ｨｨｨｰｨｹ ｨｨ04 ｨｰ060006, ﾂｨｰ06 06ｨｪ ｨｬ060302ｨｰ ｨｰｨｹ ｨｮ0 09ｨ 08ｨｨｨ ｨｪｨｰｨ 0, 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨ 05ｨ 0ｨ ｨｪｨｨ02ｨｬ ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｰｨｨ07ｨ 06ｨ 08ｨ ｨｰｨｪ ｨｦ: 09ｨ ｨｬ ｨ ｨｮ03002ｨｪｨｨ07 ｨｨ 09ｨ ｨｬ0604ｨ ｨｰｨｮ0ｨ ｨｪｨｨ ｨｬ 0905ｨｮ ﾂｨ 02 ｨｰ02ｨｬｨ ｨｮ ｨ ｨｪｨｨ ｨｨ0903ｨｨ ｨ 04ｨｰｨｨｨｦ 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨ ｨｨ ｨ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ, ｨｰ060806ｨｬ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0609ｨｰｨｹ ｨｰ0607ｨｪｨｪ06 07ｨ 0ｨ 02ｨｰ ｨ ｨｴ02ｨｬ 09ｨｨ ｨ 0302ｨｪｨｨ q(t) 0904ｨ ｨｬ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: h q( t) = ( c0 + ct) + d[ + sin( ｦﾘt + ｦﾕ)], h = ﾀ ｨｦ ﾂ0502ｨｪ 09 05ｨｰ06ｨｬ ｨ 0302ｨｪｨｨｨｨ 0607ｨｨ090409ｨ 02ｨｰ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 04ｨｪｨ ｨｺｨ h ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ02 (h = ) ｨｨ05ｨｨ ｨｮ090205ｨｨ- ﾂ02ｨｪｨｨ02 (h = ｨC) 00609ｨｰｨｮ07ｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｮ , ｨ 09ｨｰ060806ｨｦ ｨC ｨｨ060ｨｨ ﾂ0209ｨｺｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07. 06ｨｨ07ｨｨ ﾂｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0708ｨｨ ｨｪ04 ｨｪｨ 08ｨｨ09. 9 ｨｨ 0. 04ｨｨ ｨｮ ﾂｨ ｨｦ h = 04ｨｨ ｨ ﾂ0209ｨｰ0902ｨｪｨｪｨ 07 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ06ｨｪ06ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ (0609ｨｹ Y) 06ｨｰ ｨｬ02ｨｪｨｨ (0609ｨｹ X) ｨｨ0ｨｨｨｬ, ﾂｨｰ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｪｨ 07 ｨｪｨ ｨｪ02ｨｬ ｨｺ08ｨｨ09ｨ 07 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ06ｨｦ 00ｨ ｨｮ0909ｨｨｨ ｨｪ04. 04ｨｨ ｨｮ ﾂｨ ｨｦ h = ｨC 03

104 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨ07 06ｨｺｨ ｨ 06ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 00ｨｨｨ ｨｺｨｨｨｬｨｨ, ﾂｨｰ06ｨ ｨｨ09ｨ ｨｰｨｹ 06ｨ ｨｴ ｨｪｨｨ ｨｬ02ｨｪｨｪ040 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ. 0308ｨｨ ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ0208ｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ, ｨｮ ﾂ02ｨｪｨｪ ｨｨ ｨ ｨｪｨ 05ｨｨ ｨ 05ｨｹｨｪ040 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨ 08ｨｨ ｨｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 0706 ｨｰ02ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｨｨｰ09ｨｨｨｪ02ｨｪｨｺ ｨ ｨｪ0607ｨ 08ｨｹｨC002ｨｺｨ ｨ 08ｨｹ ｨ 08ｨｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ. 04ｨｨ ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｦ 0706ｨｰ06ｨｺ 0706 ｨｰ02ｨｬ ｨｨ04ｨ ｨ 0505ｨ ｨｨ ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｦ 0706ｨｰ06ｨｺ 0706 ｨｰ02ｨｬ ｨｰ08ｨ ｨｪｨｨ ｨｨｨｰ09ｨｨｨｪ02ｨｪｨｺ0603 ｴ ｵ Y Y ｴ2 ｵ Y ｴ ｵ 04ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨ 08ｨｨ ｨｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 0706 ｨｰ02ｨｬ ｨｨ04ｨ ｨ 0505ｨ 03 04ｨ 06ｨｺｨｰ07ｨ 08ｨｹｨC002ｨｺｨ ｨ 08ｨｹ , ｨ ｨｪｨ 08ｨｨ09. 4 ｨC ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ. 00 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 06ｨ 08ｨ ｨｴｨ 02ｨｰ ｨｪｨ 0902ｨ 07 09ｨｪｨｨｨｬｨ ｨｪｨｨ ｨｪｨ 07 02ｨｨｨｺ05ｨｨ ﾂｨｪ0609ｨｰｨｹ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨ. 0308ｨｨ 05ｨｰ06ｨｬ 02ｨｨｨｺ05ｨｨ ﾂｨｪ0609ｨｰｨｹ, ｨ ｨｪｨｪｨ ｨｪ07ｨｬｨｨ ｨｪ ｨｨ ｨ 0405ｨ 04ｨ 08ｨ ｨｪ ｨ 0302ｨｪｨ 03 (09ｨｬ ) ｴ ｵ Y 04ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｨ080609ｨ ｨｪｨｨ ｨｨｨｪｨ ｨｬｨｨｨｺｨ 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｬ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ ｨｰ02ｨｦ03ｨｨ ｨｬ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ07 ｨｰ02ｨｬ 0604ｨｮ ﾂ02ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｮ ﾂｨ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ07 ｨｰ02ｨｬ ｨｪ0702ｨｰ0907 ｨｰ02ｨｬ 06ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ0906ｨｬ, ﾂｨｰ ｨ 05ｨｹｨｪ ｨ ｨｰ ｨｬｨｪ ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, 09 06ｨｰｨｪ060302ｨｪｨｨｨｨ ｨｺ06ｨｰ ｨｰ08ｨｮ0ｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ, ｨｺｨ ｨｺｨｨ02 ｨｨ04 ｨｪｨｨ0 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｰ ｨｨｨｬｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｰ060006, ｨｰ08ｨｮ0ｨｪ ｨｪ06ｨｦ ｨｪｨｪ0609ｨｰｨｹ06 06ｨｰｨｪ0209ｨｰｨｨ 06ｨｰ00205ｨｹｨｪ ｨｰ06ｨｺｨｨ ｨｺ 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ 05ｨｨｨ 06 ｨｪ020904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨｨｬ. 00 0ｨ ｨｪｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ 08ｨ ｨ 06ｨｰ ｨｪ0609ｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ02 ｨ ｨｮ002ｨｰ ｨｮ ｨｪ ｨｪ0609ｨｪ06ｨｬ 0906ｨ 09ｨｰ0902ｨｪｨｪ06 ｨ ｨｪｨ 05ｨｨ04ｨｮ ｨｬ ｨｨ. 0209ｨｪ0609ｨｪ0402 ｨｰｨｨ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨｨｦ, 0607ｨｨ090409ｨ 02ｨｬ040 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ ｨｨ ｨｰｨｪ04 ｨｨ 09ｨｺ0506 ﾂｨ 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ ｨｬ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ0208ｨ 0607ｨｨ0302ｨｬ ｨｪｨ ｨｨｨ ｨｨｨｪｨｰ ｨｪ0402 ｨｺ06ｨｪｨｺｨｮ0802ｨｪ02ｨｨ06 ｨｨ 09ｨｨｨｬｨ ｨｨ ｨｪｨｺｨｮ0802ｨｪ02ｨｨ ｨｮ ﾂｨ 06 ｨｺ06ｨｪｨｺｨｮ0802ｨｪ02ｨｨｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｨｨｰ0205ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 06ｨ 06ｨｨ ｨｺ080209ｨｰｨｪ040 ｨｺ ｨｨ02ｨｨ02ｨｪ- 04

105 ｨ ｨｪ005, ｨｪｨ 0809ｨｺｨｨｨｦ, ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ, ｨ 08ｨｬ06009ｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ0609 ｨｰ0609 q ij. 06ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ02 ｨｰ02ｨｬ ｨｨ090060ｨｨｨｰ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ ｨｰ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｪ06ｨｦ ｨｨ04 ｨｪｨｨ ｨ 02ｨｰ ｨｺ08ｨ ｨｴ02ｨｪｨｨ02ｨｬ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｮ0006ｨｦ. 0ｨ 08ｨｨ ｨｨ ｨｪ 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ ｨｺ06ｨｪｨｺｨｮ0802ｨｪ02ｨｨｨｨ ｨｰ02ｨｬ. 06ｨｪｨｰ ｨｪ04ｨｬ 0905ｨｮ ﾂｨ 02ｨｬ ｨｺ06ｨｪｨｺｨｮ0802ｨｪ02ｨｨｨｨ ｨｰ0907 ｨ 09ｨｰ06ｨｺ060502ｨ ｨ ｨｰ0205ｨｹｨｪ04ｨｦ ｨｨｨｬ, 09 ｨｺ06ｨｰ060806ｨｬ ﾂｨｨ0905ｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨ 06ｨｰ ｨｪ0204ｨ ｨｰｨｮ0ｨ 06ｨｴｨｨ02 ｨｺ060502ｨ ｨ ｨｪｨｨ07. 02ｨｪ ｨｬ060302ｨｰ ｨｪｨｨｨｺｨ ｨｰｨｹ 0708ｨｨ ｨｪｨｮ ｨｪｨ ﾂ02ｨｪｨｨ070 0ｨｨｨ 0006ｨｪｨ 05ｨｹｨｪ040 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 q ii. 04ｨｨ ｨｪｨｺｨｮ0802ｨｪ02ｨｨ ｨｨｨｬｨ ｨｨ ｨｨｨｬｨ ｨｨ ｨｪｨｨｨｺｨ 02ｨｰ 0708ｨｨ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨ070 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 p 2 ｨｨ q 2, ｨｰ ｨｰｨｹ 0708ｨｨ ｨｮ ｨｨ070, ｨｺ06000ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰ06ｨｺｨｨ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｰ0802ｨ ｨｰ ｨｪｨｪ ｨｮ080904, ｨｪ06 ｨｨ ｨｨｨｰ0409ｨ 06ｨｰ03 008ｨｮ00 008ｨｮ00ｨ. 0308ｨｨｨｬ ｨｨ ｨｪ ｨｪｨ 08ｨｨ ｨｨ ｨ ｨｹｨｪｨ ｨｨ07 ｨｰ02ｨｬ 04ｨｨ ｨｬ0209ｨｰｨｪｨ 07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨ ｨｰ02ｨｬ 04ｨｨ ｨｨｨｬｨ ｨｨ ｨ 06ｨ ｨｴ02ｨｪｨｪｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ 00 08ｨ ｨｬｨｺｨ 0 06ｨ 06ｨ ｨｴ02ｨｪｨｪ06ｨｦ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ ｨｬ0603ｨｪ ｨｨｨｰｨｹ 04ｨ ｨｰ02ｨｬ, ｨｺｨ ｨｺ ｨｰ02ｨｬ ｨｦ09ｨｰ09ｨｮ06ｨｰ 008ｨｮ00 ｨｪｨ 008ｨｮ00ｨ ｨｰ ｨｪｨ ﾂｨ ｨｰ0806ｨｨｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｮ0 06ｨｰ00205ｨｹｨｪ040 ｨｰ02ｨｬ, ｨｨ06ｨｪｨｨ08ｨｮ06ｨｴｨｨ0 ｨｺｨ 030ｨ ｨ ｨｺ06ｨｪｨｮ, ｨｬ06ｨｬｨｮ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ p(t) ｨｨ q(t) (08ｨｨ09. 7), ｨ 04ｨ ｨｰ02ｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｨ ｨｬ0209ｨｰｨｪｨ 07 0ｨｨｨｪｨ ｨｬｨｨｨｺｨ, 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 04ｨ ｨｺ06ｨｪ ｨｰｨ 05ｨｨ09ｨｹ ｨｪ02ｨｨ04ｨｬ02ｨｪｨｪ04ｨｬｨｨ (08ｨｨ09. 8). 0ｨ 08ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ ｨ ｨｨｨｬｨｪ ｨｨ07ｨｪｨｨ02 ｨｰ02ｨｬ ｨｪ0609ｨｨｨｰ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｦ, ｨｪ06 ｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｪｨｨ02 ｨｺｨ 03006ｨｦ ｨｺ08ｨｨ0906ｨｦ ｨｰ ｨｹ, 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｰ0907 ｨｪ02 ｨｰ0605ｨｹｨｺ ｨ 09ｨｰ0902ｨｪｨｪ04ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ p(t) ｨｨ q(t), ｨｪ06 ｨｨ 0ｨｨｨｪｨ ｨｬｨｨｨｺ06ｨｦ 008ｨｮ0006ｨｦ ｨｰ02ｨｬ ｨｨ ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ ｨ ｨｨｨｬｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0802ｨ 05ｨｹｨｪ ｨ 08ｨｨ ｨｨ ｨｪ ｨｬ0209ｨｰｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨｰ02ｨｬｨ ｨｬ Nokia ｨｨ Motorola 04ｨ ｨｪ0607ｨ 08ｨｹｨC002ｨｺｨ ｨ 08ｨｹ ｨｨ ｨｰ06ｨｺｨｨ 0706 ｨｰ02ｨｬｨ ｨｬ Nokia (05) ｨｨ Motorola (06) 05

106 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 08ｨｨ ｨC ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 05ｨｰ ｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ ｨｬ0209ｨｰｨｪ , ｨｬ ｨｮｨｬ07 05ｨｨ ﾂｨｪ0609ｨｰ07ｨｬｨｨ ｨC 080ｨｬ02ｨｰ060904ｨｬ ｨｨ ｨ ｨｰ ｨｦ 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 ｨｮｨｺ08ｨ ｨｨｨｪ09ｨｺ06ｨｦ 03ｨ 08ｨｰｨｨｨｨ ｨｨ06ｨｪ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, ｨｪｨ 08ｨｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07. ｴ Y 2 ｵ ｴ Y 3 ｵ Y ｴ2 ｵ Y ｴ3 ｵ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 04ｨｨ ｨｰ06ｨｺｨｨ ｨｪｨ ｨｬ ｨC 080ｨｬ02ｨｰ0609 (05) ｨｨ ｨ ｨｰ ｨ (06) ｴ Y ｵ 6. 02ｨ ｨｲ02ｨｺｨｰｨｪｨ 07 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609, Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ﾂｨ 09ｨｰｨｹ ｨ 0502ｨｬ, ｨ ｨｪｨｪ ｨｨ02ｨｪｨｰｨ 02ｨｨ02ｨｦ ｨｹ040609ｨ ｨｰ020502ｨｦ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｮ0809ｨ 0 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｨｨｰ ｨ 09 ﾂ02ｨｰ ｨｰ09 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨ ｨｬ 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｴ02ｨｪ06 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪｨ ｨｮ ﾂｨｪ040 08ｨ ｨ 06ｨｰ [6ｨC8]. 00ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｪ002ｨｪ02ｨｨｨｦ ｨｨ 06ｨ ｨｲ02ｨｺｨｰｨｪ ｨ ｨｪｨｨ ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬ0609 ｨｪ02 ｨｮ ｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨｰ0608ｨ ｨｬｨｨ ｨ 00ｨ 02ｨｰ ｨｬｨ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 09 08ｨ ｨ ｨｲ02ｨｺｨｰ0609 ｨｨ 0ｨ ｨｰ, ｨｰｨ ｨｴｨ ｨ 06ｨｦ ｨｬ06ｨｮ000605ｨｹｨｪｨｮ06 ｨｰｨ ｨ 05ｨｨ02ｨｮ, ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ 0202 Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬ06ｨｦ, 07 ﾂ02ｨｦｨｺｨｨ ｨｺ06ｨｰ060806ｨｦ 04ｨ ｨｪ02ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨｪｨｪｨｮ06 0ｨ ｨｰｨｮ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｪ06ｨｬｨｮ 06ｨ ｨｲ02ｨｺｨｰｨｮ. 05ｨｰ0605ｨ 02ｨ ｨｬ 05ｨｰ06ｨｦ ｨｰｨ ｨ 05ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 0ｨ ｨｰ04, ｨ 09ｨｰ0806ｨｺｨ ｨｬ ｨC 06ｨ ｨｲ02ｨｺｨｰ04, ｨｴｨｨ ｨ 08ｨ 04ｨｪ04ｨｬｨｨ ｨ ｨｰ0205ｨｹｨｪ04ｨｬｨｨ 00ｨｨ05ｨｹｨｰ08ｨ ｨｬｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ. 02ｨ ｨｲ02ｨｺｨｰｨ ｨｬ ｨｬ0600ｨｮｨｰ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｨ04ｨｮｨ 05ｨｹｨｪ06 Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｰｨ ｨ 05ｨｨ02ｨｮ, 07 ﾂ02ｨｦｨｺｨｨ ｨｺ06ｨｰ060806ｨｦ 04ｨ ｨｺ08ｨ 0302ｨｪ04 06ｨｰｨｰ02ｨｪｨｺｨ ｨｬｨｨ ｨｰｨ, 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 06ｨ ｨｲ02ｨｬ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨ 08ｨ ｨｪｨｪ06ｨｬｨｮ 06ｨ ｨｲ02ｨｺｨｰｨｮ. Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｰ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｰｨｹ 0008ｨｮ ｨｪｨ ｨｨｨ ｨ ｨｪｨｪ ｨ ｨｰｨ ｨｬ ｨｨ ｨｨｨｪｨｰ02ｨｪ09ｨｨ09ｨｪ0609ｨｰ07ｨｬ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 06ｨ ｨｲ02ｨｺｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 06ｨ ｨｲ02ｨｺｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨ ｨｨｨｰｨｬ06ｨｬ k-means [9] ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰ0609, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨｪ04, ｨｮ0706ｨｬｨｨｨｪｨ 02ｨｬ ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｴ02ｨｪｨｨｨｦ. 0ｨ 08ｨｨ ｨｰｨ ｨｪ 0008ｨ 00ｨｨｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨ 0706 ｨｰ02ｨｬ ｨ ｨｺ08ｨ ｨｨｨｪ ｨｨ09ｨｰ02ｨｬｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ InfoStream ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｨ05ｨ ｨｰ0806ｨｨｨｰｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 09ｨｮｨｰ06 ﾂｨｪ040 06ｨ ｨｲ02ｨｬ0609 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 04ｨ ｨ (096 09ｨｮｨｰ06ｨｺ, ｨｰ ﾂ ｨ ｨｴ02ｨｪｨｨｨｦ). 0ｨ 08ｨｨ ｨｰｨ ｨｪｨ Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬｨ, 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ ｨｺ06ｨｰ060806ｨｦ 0904ｨ 08ｨ ｨｪ ｨｪ04 ｨC ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨｨ04ｨ ｨｨ08ｨ ｨｰ0205ｨｹｨｪ ｨｮ Y ｴ ｵ 04ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 08ｨ ｨｺ ｨｬ04 09ｨｨ0ｨｨｨｬ, 06ｨ ｨ 0708ｨｨ ｨｪｨｪ ｨｮ ﾂｨ 07 06ｨｰ08ｨ 03ｨ 06ｨｰ ｨｰ0607ｨｪｨｨ02 ｨｺ06ｨｪｨｺｨｮ0802ｨｪ02ｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ ｨｨ ｨ ｨｺ08ｨ ｨｨｨｪ

107 ｨ ｨｪ005, ｨｪｨ 0809ｨｺｨｨｨｦ, ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ, ｨ 08ｨｬ06009ｨ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ ｨｨ ｨｨｨｬ0208 Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｹ X ｨC 0ｨｪｨｨ 0904ｨ 08ｨ ｨｪｨｪ ｨｨ060ｨ, 0609ｨｹ Y -06ｨ ｨｲ02ｨｺｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, 0209ｨｰｨｹ 0609ｨｪ0609ｨ ｨｪｨｨ ｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｰｨ ｨｺｨｨ ｨｰ09 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨｺｨ ｨｺ Wordlet-0ｨｨｨ 0008ｨ ｨｬｨｬ04, ｨｰ 0008ｨ 0405ｨ 00ｨ ｨｰｨｹ03 ｨｨ090060ｨｪ ｨｬ02ｨｪｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ, ｨｰｨｹ 0904ｨ ｨｨｨｬ ｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨ ｨ ｨｰ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02 06ｨｰｨ ｨｺ, ｨｰ080602ｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪｨ 07 ｨｬ ｨｹ (09 ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ﾂｨｨ090506ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ080609), ｨｺ06ｨｰ0608ｨ ｨｪ02ｨｺ06ｨｰ060806ｨｬ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨｨｨ ｨｰ 0607ｨｨ090409ｨ ｨｰｨｹ ｨｬ02ｨｪｨｪｨｮ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ﾂｨｨ0905ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬ02, ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｰ06ｨｺｨ ｨｹ 09 ｨｰ06ｨｬ 09ｨｨ002, 09 ｨｺ06ｨｰ060806ｨｬ 06ｨｪｨ 0708ｨｨ ｨｪｨ 09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02, 0708ｨｨ00060ｨｪｨ ｨｨ09ｨ ｨｪｨｨ07 06ｨ ｨｴｨｨ0 ｨｰ02ｨｪ002ｨｪ02ｨｨｨｦ 09 0ｨｨｨｪｨ ｨｬｨｨｨｺ ｨｰ06ｨｺ ｨｪｨ 07 ｨｺｨ 08ｨｰｨｨｨｪｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ ﾂ02ｨｪｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｪｨ ｨ 0608ｨ 00ｨ ｨｺｨｰ , ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｺ06ｨｰ ｨｰ ｨｮ ﾂｨ ｨｦｨｪ04ｨｬｨｨ ｨｨ 0706ｨｰ06ｨｬｨｮ ｨｪ ｨｨ ｨｰ ｨｬ02ｨｪｨｨ. 00 ｨｺｨ ｨｺ06ｨｦ ｨｬ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨ0 0709ｨｪ04ｨｦ ｨｮ ﾂ02ｨｰ ｨC 04ｨ 09ｨｨ09ｨｨｨｰ ｨｮ06 06 ﾂ ｨｹ 06ｨｰ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ. 05ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ, ｨ ｨｴｨｨ ｨｪ ｨｬ ｨｨ, ｨｰ 09ｨｪ0609ｨｨｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｺ ｨｺｨｰｨｨ0904, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ ｨｨ080609ｨ ｨｰｨｹ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨｰｨｺ0506ｨｪ02ｨｪｨｨ ｨｨ ｨｺｨ 04ｨ ｨｪｨｪ04ｨｬ 06ｨｰｨｬ02ｨｰｨｨｨｬ ｨｰｨ ｨｺ0302, ﾂｨｰ ｨｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ02ｨｪｨｨ, ｨ ｨｴ , ｨｰ ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｺ08ｨ ｨｦｨｪ ｨｹ0204ｨｪ06ｨｦ ｨ 0502ｨｬ06ｨｦ. 00 0ｨｨｨｪｨ ｨｬｨｨｨｺ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609 ｨｰ06 ﾂｨｪｨ ｨｰ ｨｬ0609ｨｰｨｹ 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｨ ｨｨ 0909ｨｰ0802 ﾂｨ 02ｨｰ0907, ｨｰ06 ｨｺ08ｨ ｨｦｨｪ ｨｺ ｨｰ06ｨｬｨｮ 09 ｨｪｨ 0302ｨｬ 08ｨ ｨｪｨｨｨｨ 09 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｪ02 06ｨｺｨ 04ｨ ｨｹ ｨｪｨ 00203ｨｪ ｨ ｨ ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ0ｨｨｨｬ06ｨｬｨｮ, 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ02 ｨｨ ｨ ｨｪｨｨ07 09ｨｪ0209ｨｮｨｰ 09 05ｨｰ06ｨｰ ｨ 0605ｨｹ03ｨｮ ｨｪ0609ｨｰｨｹ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] Gianna M. Del Corso, Antonio Gullｨｪ, Francesco Romani. Ranking a stream of news. Proceedings of the 4th international conference on World Wide Web. Chiba, Japan P. 97ｨC 06. [2] 0908ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ , 09ｨ ｨｪ ｨｬ02ｨｪｨｪ0402 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺｨｨ: ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪｨ ｨ 0502ｨｬｨ ｨｰｨｨｨｺｨ // 0ｨ ｨｮ ﾂｨｪ06-ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨC 05. 2ｨC33. [3] Burton R. E. and Kebler R. W. The 00half-life03 of some scientific and technical literatures. American Documentation 960; : 98ｨC09. [4] ﾁｨｮ0809ｨｨｨｪ ｨｮ050708ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨｨｺｨ. ｨC 08.: 06020ｨｪｨｨｨｺｨ, 982. ｨC [5] 09ｨ ｨｪ ｨｪ ｨｨｨｪｨｰ020008ｨ 02ｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ : 06ｨｪ03ｨｨｨｪｨｨ08ｨｨｨｪ00, ( ua/art/ monogr-osnov/spusk3.pdf) [6] 008ｨｨ000608ｨｹ , 09ｨ ｨｪ ｨｨ 008. InfoStream. 0006ｨｪｨｨｨｰ0608ｨｨｨｪ00 ｨｪ ｨｰ02ｨｦ ｨｨ04 06ｨｪｨｰ0208ｨｪ02ｨｰ: ｨｰ020ｨｪ ｨｨ07, 09ｨｨ09ｨｰ02ｨｬｨ, ｨｨ09. ｨC 08.: 0005ｨｰｨ 08ｨｰ-9803, ｨC ( booklet.pdf) [7] Lee Y. W., Cheatham T. P., Wiesner J. B. Application of correlation analisis to the detection of periodic signals in noise, PJRE 38, [8] ｨｹｨｰ020808ｨ ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｰ020608ｨｨ07 ｨ 0608ｨｹｨ 04 04ｨ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｪｨｨ : 0ｨ ｨｮｨｺｨ, 976. [9] 0808ｨｪ0605ｨｹ ｨｪｨ 05ｨｨｨｰｨｨｨｺｨ ｨｨ ｨｪ0604ｨｨ ｨ ｨｪｨｨ02: ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｺｨｰ // 0ｨ ｨｮ ﾂｨｪ06-ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨC 05. ｨC0. [0] Verhulst P. F. Notice sur la loi que la population suit dans son accroissement Corr. Math. Et Phys. 0, 3ｨC2, 8. [] Pearl R. The Introduction to Medical Biometry and Statistics. Philadelpia, 930; Ibid. The Natural History of Population. L., 939. [2] Malthus T. R. An essay on the principal of Population, as it affects the future improvement of society. 798 ( /etext.lib.virginia.edu/ toc/modeng/public/malpopu.html). [3] 0ｨ ｨｮ ｨｹｨ ｨ 04ｨ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｪｨｨ02. ｨC 00: , ｨC [4] 0ｨ ｨｮ ｨｺ ｨｨ07 ｨｨ ｨｪ02ｨｺ06ｨｰ ｨ 0502ｨｬ ｨｨ ｨｪｨｨ07 09ｨｨ00609 // 06ｨｺ ｨｨ07 ｨｨ ｨｨ06ｨｪｨｪｨ 07 ｨｰ020608ｨｨ07 ｨC 09.: 0ｨ ｨｮｨｺｨ, 984. ｨC 05. 5ｨC08. [5] 09ｨ ｨｪ , 08ｨｮ08ｨ , 0908ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ , 008ｨｨ000608ｨｹ ｨｪ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｪｨｺｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ06ｨｺ0609. ｨC 08.: 06ｨｪ03ｨｨｨｪｨｨ08ｨｨｨｪ00, ｨC ( infpotok.pdf) [6] Knepper M. M., Killam R., Fox K. L., Frieder O. Information Retrieval and Visualization using SENTINEL / TREC 998: 336ｨC340. [7] 09ｨ ｨｪ ｨｨ09ｨｬ06ｨｰ08ｨｨｨｰ0209ｨｹ 09ｨｪｨｨｨｬｨ ｨｰ0205ｨｹｨｪ0202 ｨｨ05ｨｨ ｨｬｨｨｨｪｨｺｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ // hitech Pro. 08., ｨｺ. ｨC ｨC95 ( [8] 008ｨｨ000608ｨｹ , 09ｨ ｨｪ ｨ 07ｨｰｨｨ09ｨｪ04ｨｦ ｨｨｨｪｨｰ ｨｦ09 ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ07 04ｨ ｨｺ 09ｨｨ09ｨｰ02ｨｬ02 ｨｺ06ｨｪｨｰ02ｨｪｨｰ-ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ InfoStream // ｨｮｨｪｨ ｨｬｨｨｨｪｨ 08ｨ 0002ｨｨｨ ｯ : 0ｨ ｨｮｨｺｨ, ｨC ｨC ( [9] MacQueen J. B. (967): 00Some Methods for classification and Analysis of Multivariate Observations, Proceedings of 5-th Berkeley Symposium on Mathematical Statistics and Probability03, Berkeley, University of California Press, :28ｨC 297. Modelling of dynamics of textual news streams D. V. Lande, Snarskii, S. M. Brajchevskiy, A. T. Darmokhval In behaviour of the text information streams, generated on network of the Internet, two tendencies: permanent growth of volumes and a complication of a dynamic structure are observed. In connection with it the problem of modeling of dynamics of the informational streams becomes topical. The given work has been dedicated to just this question. In the given work results of modelling of frequency characteristics of the thematic information streams, executed are resulted within the framework of the generalized logistical model. Are submitted both theoretical conclusions, and results of the experimental analysis of dynamics of the information streams, processable within the framework of contentmonitoring technology InfoStream. 07

108 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ ｨ ｨ 0402 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ ｨｮｨｺｨ ｨｨ ﾂ 0ｨ ｨｮ ﾂｨｪ06-ｨｨ ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｦ 0202ｨｪｨｰ C. ﾁｨｮｨｦｨｺ06 0ｨ ｨｮ ﾂｨｪ06-ｨｨ ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｦ 0202ｨｪｨｰ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｬ ｨｨ090409ｨ 02ｨｬ ｨｪ060904ｨｦ ｨ ｨｨｨｰｨｬ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ ｨｮ08ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ 04ｨｮ ｨｪｨｨ05ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03 ｨｨ 04ｨ 0ｨ - ﾂｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ0702ｨｬ ｨｬ02ｨｰ060ｨ 0908ｨ 09ｨｪｨｨｨｬｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 05ｨｮ ﾂ03ｨｨ0 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SENSEVALｨC3, 0708ｨｨ 05ｨｰ06ｨｬ ｨｬ04 ｨｪ ｨｨｨｬ02ｨｪ0702ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ0402 ｨｺ060807ｨｮ09ｨ, ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｰｨ ｨｺｨｨｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ. 020ｨｪｨ ｨｺ ｨｮ ﾂ02ｨｪｨｪｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 0ｨ - ﾂｨ 0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｮ ﾂ02ｨｪｨｪ ｨｨ 08ｨ ｨｪｨｨｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ, 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｰ06ｨｬｨｮ ｨｰｨ ｨｰ ｨｺｨｰｨｨ09ｨｪ06ｨｦ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ 00ｨｨｨ 08ｨｨ0ｨｪ040 ｨｬ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ, 0906 ﾂ02ｨｰｨ 06ｨｴｨｨ ｨｪ0402 ｨｬ02ｨｰ06004 ｨｨ ｨｬ02ｨｰ06004, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ040 ｨｨ 06ｨｪｨｰ ｨｨ ﾂ0209ｨｺｨｨ ｨｮ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｬ02ｨｰｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪｨｨ02 020ｨｪ06ｨｦ ｨｨ ｨｹ0204ｨｪ ｨ 0502ｨｬ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｰｨｹ 09 08ｨ ｨｬｨｺｨ 0 03ｨｨ0806ｨｺ ｨｺ08ｨｮ00ｨ 09ｨｨ09ｨｰ02ｨｬ, 09ｨｺ0506- ﾂｨ 06ｨｴｨｨ0 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｮ06 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ06ｨｬ ｨｺ02, ｨｰ ｨ 0502ｨｬｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｰ ｨｰｨｹ 0904ｨ 0608ｨ ｨｬ02030ｨｮ 08ｨ 04ｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ﾂｨｨ090502ｨｪｨｪ ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｮ ｨｪｨｨ ｨ 0502ｨｬｨ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 09ｨｰｨ 05ｨ ｨｨ ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ 06ｨｰ00205ｨｹｨｪｨ 07 04ｨ 0ｨ ﾂｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨｨｰ ｨｨｨ 05ｨｹｨｪｨ 07 ｨｺ06ｨｪ ｨｪ02ｨｨ07 SENSEVAL ( ｨｺ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｬ0600ｨｮｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ0907 ｨｪ02ｨｺ06ｨｰ ｨｪ0203ｨｪｨｨ02 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｺｨｰ0806ｨｪｨｪ ｨ 08ｨｨ ｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ ｨｺｨ ﾂ0209ｨｰ0902 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 06ｨ 04 ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｰ0204ｨ ｨｮ08ｨｮ09 ｨ ｨｪ0005ｨｨｨｦ09ｨｺ ｨｺｨ WordNet [3] ｨｬ02 ｨｰ060006, ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ ｨｺｨｰｨｨ09ｨｪ06 ｨｨ ｨｮ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ ｨｬｨ 03ｨｨｨｪｨｪ ｨ ｨｮ ﾂ02ｨｪｨｨ07, ﾂ ｨ 04 ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ0402 ｨｺ060807ｨｮ09ｨ. 0308ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 06ｨｰ00205ｨｹｨｪ040 ｨｬ02ｨｰ ｨ ｨｪｨｨ07 ｨｬ02ｨｰ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｺｨ ｨｺ 06ｨｰ00205ｨｹｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ 06ｨ 04 ﾂｨｪ ｨｰ0907 ｨｪｨ 009ｨ ｨｪｨ 0708ｨ ｨｪｨｨ07: 08ｨ ｨｪｨｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｺｨｮ07ｨｪ0609ｨｰｨｨ ( ﾂｨ ｨｴ , ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰｨｺ0609) ｨｨ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ [9, 5]. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｬ04 ｨｨ ｨｮ02ｨｬ 02ｨｴ02 060ｨｨｨｪ ｨｬ0603ｨｪ04ｨｦ 09ｨｨ0 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ. 06ｨｰ06 04ｨ 0ｨ ﾂｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 0906ｨｰ02ｨｪ ｨC ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｰ ﾂ ｨｨ ｨ ｨｪ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 09 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺ02 ｨｰ02ｨｺ09ｨｰ ｨｪｨｰ ｨｨｨｦ ｨｨ05ｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｨ0302ｨｬ ｨｪ060904ｨｦ ｨ ｨｨｨｰｨｬ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｰ0208ｨｬｨｨｨｪ ｨｨ0806ｨｺ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 06ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ 03ｨｨ04ｨｪｨｨ ｨｪｨ 0609ｨｪ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 06ｨ ｨｺ ｨｪｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ04 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03, ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ 04ｨｮ [3], ｨｰｨ 09 ｨｺ06ｨｰ ｨｨｨｰ 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ ｨｺｨ ﾂ0209ｨｰ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨ0806ｨｺｨ 07 06ｨ 05ｨ 09ｨｰｨｹ ｨｬ02ｨｪｨｪ040 06ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ040 06ｨｰｨｪ060302ｨｪｨｨｨｦ, ｨ 0502ｨｬ ｨｬ02ｨｪｨｪ ｨ ｨｴ0209ｨｰ09ｨ ｨｪｨｨ02 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 09 08ｨ ｨｬｨｺｨ 0 ｨ 0605ｨｹ ｨｮ0809ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ ｨｬ, ｨｪｨｨｨｺ03ｨｨｨｬ 0708ｨｨ 08ｨ 04ｨｬ02ｨｰｨｺ02 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ WordNet ｨｬ02ｨｰｨｪ04ｨｬｨｨ 06ｨ 05ｨ 09ｨｰ07ｨｬｨｨ [], ｨｺ06000ｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｪｨ ｨ 0608ｨｮ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 06ｨ 05ｨ 09ｨｰ02ｨｦ ｨ 0405ｨ ｨｪｨ ｨｨｨ 05ｨｹｨｪｨ 07 06ｨ 05ｨ 09ｨｰｨｹ Factotum ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ 06ｨｰｨｪ060907ｨｰ ｨｨｨｪ0902ｨｰ04 WordNet, ｨｪ ｨｴｨｨ02 09 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ0402 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 06ｨ 05ｨ 09ｨｰｨｨ. 06ｨｬ02ｨｪｨｪ06 06ｨ 05ｨ 09ｨｰｨｹ Factotum ｨｨｨｰ ｨｪｨ ｨｨｨ ｨｰ08ｨｮ0ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨｨｬ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨ ｨｨｨｬ0202ｨｰ ｨ 0605ｨｹ03ｨｨｨｦ ｨｪｨｰ ｨｬｨｪ ｨｪｨ ﾂｨｪ [6]. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ ｨ ｨｬｨｺｨ 0 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 04ｨｮ ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ06 09ｨｨｨｪ0902ｨｰ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 06ｨ 05ｨ 09ｨｰ02ｨｦ WordNet ｨ ｨｺ0506 ﾂ02ｨｪｨｨ07 06ｨ 05ｨ 09ｨｰｨｨ Factotum ｨｪｨ ﾂｨ 0506ｨｬ 08ｨ ｨ 06ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｪ ｨ ｨｨｨｰｨｬｨ ｨｬ ｨｪｨｨ05ｨｨ ｨｺｨ ﾂ0209ｨｰ ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｮ ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｨ ｨｹ04ｨｮ06ｨｴ ｨｪｨ ｨｪｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 04ｨｮ ｨｨ 0607ｨｨ09ｨ ｨｪｨｪ [2] ｨC 0ｨ ｨｨｨｰｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｺｨｨ ｨｰｨ ｨｪ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ [4] ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SENSEVAL ｨｪｨｨｨｬｨ ｨｪｨｨ07 ｨｮ080609ｨｪ07, 00609ｨｰｨｨ00ｨｪｨｮｨｰ ｨｬ02ｨｪｨｪ04ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, 09ｨ 03-08

109 ｨｮｨｺｨ ｨｨ ﾂ, 02. C. ﾁｨｮｨｦｨｺ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪ06 08ｨ 0909ｨｬ06ｨｰ0802ｨｰｨｹ, ｨｺｨ ｨｺ ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, 0706ｨｺｨ 04ｨ ｨｪｨｪ ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ ｨｪｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SENSEVAL ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｰ08ｨｨ ｨｰ02ｨｺ09ｨｰｨ : ｨｰｨ ｨｰｨｹｨｨ ｨｨ04 Wall Street Journal ｨｨ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｨ ｨ ｨｮｨｪ060909ｨｺ ｨｺ060807ｨｮ09ｨ ｨC 06ｨ ｨｴｨｨｨｦ 06ｨ ｨｲ02ｨｬ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ050609ｨｹ 0706 ｨｪｨ ｨ 0608ｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ WordNet ｨｨ 09 WordNet ｨｪ02 ｨ ｨｴ ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｰ ｨｰｨ ｨ 09ｨｹ 0706ｨｬ02ｨｰｨｺｨ U ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SENSEVAL ｨ ｨｪ0005ｨｨｨｦ09ｨｺ ｨｺｨ 09 04ｨ 0ｨ ﾂ02 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 05ｨｮ ﾂ0302ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｰｨ ｨｰ 65,2 % [5] ｨｮ ﾂ03ｨｨ02 09 SENSEVALｨC3 ｨ ｨｨｨｰｨｬ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｹ04ｨｮ06ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ0402 ｨｺ060807ｨｮ09ｨ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ WordNet. 0502ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｬ02ｨｰｨｺｨ ｨｺ060807ｨｮ09ｨ 06ｨ 04 ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｮｨｬ ｨｪ0609ｨｪ04ｨｬｨｨ ｨ ｨ ｨｬｨｨ: ｨｺｨ ｨｺ 0609ｨｪ0609ｨ ｨ ｨｮ ﾂ02ｨｪｨｨ ｨ ｨｬｨｬ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｨ ｨｺｨ ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 06 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ 04ｨｪｨ - ﾂ02ｨｪｨｨｨｨ, ｨｺ06ｨｰ ｨ ｨｨ08ｨ 02ｨｰ ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨｪ02 ｨｮ0ｨ ｨｹ 0904ｨ 08ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｬ06ｨｴｨｹ ｨｪ0609ｨｪ ｨ ｨｨｨｰｨｬｨ ｨｪｨｺｨ ｨｬ, ｨｺｨ 60% ｨｰ0209ｨｰ ｨｰ02ｨｺ09ｨｰｨ 0 ｨｮ0706ｨｰ0802ｨ 0502ｨｪ04 09 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ, ｨｮ ﾂ02ｨｪｨｪ06ｨｬｨｮ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ06ｨｬｨｮ ｨｺ060807ｨｮ09ｨｮ SemCor [5]. 00ｨ 03ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨｨｪ06000ｨ ﾂ02ｨｰ 00ｨ 05ｨ ｨｮ ﾂｨｪ ｨ ｨｪｨｪ040 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｨｨｪｨｨ ｨ 0ｨ 06ｨｰ ｨｰｨ ｨｺ0302 ｨｨ 060ｨｪ0604ｨｪｨ ﾂｨｪ0402 ｨｰ0208ｨｬｨｨｨｪ ｨｪｨ 0302ｨｦ ｨｪｨｺ02, ｨｪ06ｨｬ ｨｨ04 ｨｰ0209ｨｰ ｨｰ02ｨｺ09ｨｰ ｨｺ % 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ ｨｨｨｬ0206ｨｰ 060ｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 09 WordNet, ｨｪｨ 0708ｨｨｨｬ0208, ｨｰｨ ｨｺｨｨ ｨ ｨｺｨ ｨｺ congressional, constituency, salary, legislator, reelection ｨｨ ｨｨ 08ｨ 0909 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｮ ﾂ0302ｨｦ 09ｨｨ09ｨｰ02ｨｬ04, ｨｪ02 09 ﾂｨｨｨｰｨ 07 05ｨｰｨｨ0 060ｨｪ0604ｨｪｨ ﾂｨｪ , ｨｰ ｨｨ ﾂｨｨｨｪｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 05ｨｮ ﾂ0302ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｰｨ 09ｨｨｨｰ 59,9 % ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｨ04ｨｮ ﾂｨｨｨｰｨｹ, ｨｪｨ 09ｨｺ0605ｨｹｨｺ ｨｨ ｨｪｨｨ070 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 09 ｨｰｨ ｨｺｨｨｨｬｨｨ 0706ｨｺｨ 04ｨ ｨｰ020507ｨｬｨｨ, 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SemEval-2007 ( 060ｨｪｨｨｨｬ ｨｨ04 04ｨ 0ｨ ｨｪｨｨｨｦ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨ ｨｨｨｰｨｬ ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 09 08ｨ ｨｬｨｺｨ 0 04ｨ 0ｨ ﾂｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ. 05ｨｮｨｰｨｹ 04ｨ 0ｨ ｨｪｨｨ07 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ: ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨｪ ｨｪ07ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｪｨ 060ｨｪ06ｨｦ ｨｨ ｨｰ06ｨｦ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ02, 060ｨｪｨ ｨｺ ｨｨ09ｨｺ06ｨｬ ｨｪ0206ｨ 0060ｨｨｨｬ06 08ｨ 0903ｨｨ08ｨｨｨｰｨｹ 04ｨ ｨｨ05ｨｨ ｨｰ02ｨｺ09ｨｰ04 09ｨｨｨｪ06ｨｪｨｨｨｬｨ ｨｬｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ 0904ｨ 08ｨ ｨｪｨｪ04ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｺ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ 04ｨ 0405ｨｨ ﾂｨｪ0402 ｨ ｨｨｨｰｨｬ04 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ 00ｨ 05ｨｨ09ｨｹ ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨ ｨｪ0005ｨｨｨｦ09ｨｺ ｨｺｨ WordNet. 020ｨｪｨｨｨｬ ｨｨ04 ｨｺ05ｨ ｨ 00ｨ 02ｨｬ040 ｨｬ02ｨｰ ｨｰ ｨｪｨｺｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｪｨｨ07 ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｰ0208ｨｬｨｨｨｪｨ ｨｺｨ 03006ｨｬｨｮ ｨｨ ｨｬ0603ｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨC 09ｨｨｨｪ0902ｨｰ ｨ ｨｺｨ ｨｪｨｺｨ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ060302ｨｰ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｰｨｹ0907 ｨｪｨ 0609ｨｪ ｨ 09ｨｪ02ｨｪｨｨ07 07ｨｮｨｰ02ｨｦ ｨｬ02030ｨｮ 09ｨｨｨｪ0902ｨｰｨ ｨｬｨｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｨ 09ｨｨｨｪ0902ｨｰｨ ｨｬｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨ ｨ 06ｨｰ02 [0] ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 009ｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｰ02ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ0302, ﾂ02ｨｬ ｨｺ ﾂ ｨ 06ｨｴｨｨｨｦ ｨｨ0 07ｨｮｨｰｨｹ ｨ 02ｨｰ0907 ｨｪｨ 06ｨｰｨｪ060302ｨｪｨｨ07 00IS-A03 ( ｨｰ0907) ｨｨ ｨｨ09ｨ 02ｨｰ ｨｨｨｪｨ 07ｨｮｨｰｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｦ 0005ｨｮｨ ｨｨｨｪ04 ｨｰｨ ｨｺ0906ｨｪ06ｨｬｨｨｨｨ (D): Sim LC (C, C2) = ｨClog (PathLen(C,C2)/2D) () 00 08ｨ ｨ 06ｨｰ02 [7] ｨ 00ｨ 02ｨｰ0907 ﾂｨｰ06 009ｨ 09ｨｨｨｪ0902ｨｰｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨ, ｨｨ ｨｨｨｪ02ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｺ060806ｨｰｨｺｨｨｨｬ 07ｨｮｨｰ02ｨｬ, ｨｺ06ｨｰ060804ｨｦ ｨｨｨｬ0202ｨｰ ｨｬｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨ 0609: Sim HS (C, C2) = c 0 ｨC PathLen ｨC k * d, (2) d ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨ 0609 ｨｪｨ ｨｰ070302ｨｪｨｨｨｨ 07ｨｮｨｰｨｨ; c 0 ｨｨ k ｨC ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ ｨｨ ｨｰｨ ｨｺ ｨｮｨｰｨｨ ｨｪ02 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ, ｨｰ06 Sim HS (C, C2) = ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ c 0 = 8, k =, ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ ｨｨｨｪｨ 07ｨｮｨｰｨｨ 0707ｨｰｨｹ - 03ｨ ｨｮ00ｨｨｨｬ ｨｪｨ 0708ｨ ｨｪｨｨ02ｨｬ 0904ｨ 0608ｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨｪｨ 0609ｨｪ ｨ 05ｨｨ040609ｨｰｨｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｰ , 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｪｨｺ02 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ ｨｪｨｨｨｺ [4] ｨｨｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｮ 00ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ0203 (information content), ｨｺ06ｨｰ0608ｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｨ ﾂｨｨｨｪｨ ｨｰｨｪ0609ｨｰｨｨ 0909ｨｰ0802ｨｰｨｨｨｰｨｹ 0708ｨｨｨｬ ｨｪ07ｨｰｨｨ ｨ 0605ｨｹ0306ｨｬ ｨｺ060807ｨｮ0902 P(C). 06ｨｰｨ ｨｰｨｪ0609ｨｰｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｬ ｨｦ09ｨｰ0906ｨｬ: ｨｨ C 09ｨｨ C2, ｨｰ06 P(C) =< P(C2). 05ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｪ0609ｨｰｨｨ ｨｪｨ ｨｨｨ ｨｪ02ｨｦ ｨｨｨｪ04 ｨｨ0208ｨ 080ｨｨｨｨ 08ｨ 09ｨｪ ｨｮ07 06ｨ 04 ﾂｨｪ06ｨｦ ｨ 0800ｨｮｨｬ02ｨｪｨｰｨ 02ｨｨｨｨ ｨｰ020608ｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ ｨｪ07ｨｰｨｨ07 C ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ06 ｨｺｨ ｨｺ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ04ｨｦ ｨ 08ｨｨ00ｨｬ 05ｨｰ06ｨｦ ｨｰｨｪ0609ｨｰｨｨ: IC(C) = ｨClog (P(C)). (3) ﾁ02ｨｬ ｨ ｨ ｨ 09ｨｰ08ｨ ｨｺｨｰｨｪ04ｨｬ ｨｰ ｨｪ07ｨｰｨｨ02, ｨｰ02ｨｬ ｨｬ02ｨｪｨｹ ｨｨ ﾂｨｨｨｪｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｨｨｰ ｨｪ07ｨｰｨｨ02 ｨｪｨ ｨｨｨｬ02ｨｪｨｹ ｨ ｨｴ ｨｰ0607ｨｴ (LCS = Least Common Subsumer) ｨｨｨｰｨｬ ｨ ｨ 04ｨｨ08ｨｮ02ｨｰ0907 ｨｪｨ ｨｨ00202, ﾂｨｰ06 ｨｪｨｮ03ｨｪ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｰｨ ｨｺ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ, ｨｪｨ ｨｨｨｬ02ｨｪｨｹ ｨ ｨｴ ｨｰ0607ｨｴ0202 ｨｺ06ｨｰ ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ06. Sim Rz (C, C2) = IC(LCS (C, C2)) (4) 0809ｨｰ ｨ ｨ 06ｨｰ04 [8] 08ｨ 0409ｨｨ09ｨ 06ｨｰ ｨｬｨｮ05ｨｮ (4) ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: Sim JC (C, C2) = 2 6ｦ IC(LCS(C,C2)) ｨC ｨC (IC(C) + IC(C2)), (5) ｨｰ ｨｰｨｹ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 07ｨｮｨｰ02ｨｦ 06ｨｰ 09ｨｨｨｪ0902ｨｰ0609, ｨｰ06 ｨｨ ｨｨ090060ｨｪ0602 ｨｬ0209ｨｰ ｨｪｨｨ02 09ｨ ｨｬｨｨ0 ｨｨ090060ｨｪ040 09ｨｨｨｪ0902ｨｰ

110 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ﾂ0208ｨｺｨｪ02ｨｬ, ﾂｨｰ ﾂｨｨ090502ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ07, ｨ 04ｨｪｨ ﾂｨｨｨｰ ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｨ09ｨ ｨｪｨｪ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨｨｬ02ｨｰｨｹ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ04ｨｦ ｨｺ060807ｨｮ ｨ ｨ 06ｨｰ02 [6] ｨ 00ｨ 02ｨｰ0907 ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｬ02ｨｰｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ Wordnet [], 0708ｨｨ ｨｺ06ｨｰ060806ｨｦ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｨｨｪ0902ｨｰ0609 Wordnet 06ｨｰｨｪ020902ｨｪ04 ｨｺ ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ, ｨ ｨｨ ｨｴ02ｨｦ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｪ02ｨｰ, ｨｰ06 ｨｺ ｨｨｨ 05ｨｹｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ Factotum. 0004ｨ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ 0609ｨｪ ｨ 02ｨｰ0907 ｨｪｨ ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｬ02ｨｰｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ 05ｨｰｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｨ ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 (4 ｨｨｨｬ02ｨｪｨｪ ｨｮ ｨ ｨｨ 5 ｨｨｨｬ02ｨｪｨｪ ｨｮ ｨ 09ｨ ) ｨｨ ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｰ0907 0ｨ ｨｪｨｪ0402, ﾂｨｰ ｨｬ06ｨｴｨｹ06 0ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｮ0ｨ ｨｹ 0906ｨｺ08ｨ ｨｰｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 57ｨC65 %. 0308ｨｨ 05ｨｰ06ｨｬ ﾂ0208ｨｺｨｨ09ｨ 02ｨｰ0907, ﾂｨｰ06 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｺ08ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨｰｨｪ060907ｨｰ0907 ｨｺ ｨ ｨｬ ｨｨ04 06ｨ 05ｨ 09ｨｰｨｨ 00ｨ ｨｺｨｰ06ｨｰｨｮｨｬ, ｨｰ ｨｰｨｹ ｨ ｨｬ, ｨｪ02 06ｨｰｨｪ060907ｨｴｨｨｨｬ0907 ｨｺ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｬ ｨｬ02ｨｰｨｪ04ｨｬ 06ｨ 05ｨ 09ｨｰ07ｨｬ ｨｰｨ ｨｺｨｨｨｬ, ｨｺｨ ｨｺ ｨ 04ｨｰｨｹ, ｨｪｨ ﾂｨｨｨｪｨ ｨｰｨｹ0907, ﾂ ｨｺ ｨｺ 08ｨ ｨｪｨｨ06 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ ｨｪｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｰ0209ｨｰｨｨ08ｨｮ02ｨｰ ｨ ｨ 06ｨｰ02 [6]. 0ｨ ｨｬ 05ｨｰｨ ｨｨ090060ｨｨｨｰ ｨｰｨ ｨｪｨｨ02 09 ｨｰ02ｨｺ09ｨｰ06ｨｬ, ｨｨ ｨｨｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｪｨ ｨ 02ｨｬｨｮ06 disambiguation graph 04ｨ 07ｨｨ090409ｨ 06ｨｰ ｨｰ0802ｨｰｨｨ0903ｨｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 06ｨｰ ｨｨ ｨｬ02030ｨｮ ｨｮ0405ｨ ｨｬｨｨ: 00ｨｨ0706ｨｪｨｨｨｬ04 (09ｨｨ ｨｪ07ｨｰｨｨ07), 00ｨｨ ｨｪｨｨｨｬ04 ( ｨｪ07ｨｰｨｨ07) ｨｨ 0706ｨｪ07ｨｰｨｨ07, ｨｨｨｬ0206ｨｴｨｨ ｨ ｨｪｨｪ04ｨｬ 0706ｨｪ07ｨｰｨｨ02ｨｬ 060ｨｪ06 ｨｨ ｨｰ ｨｪ07ｨｰｨｨ02, ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨｰ ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｨ090060ｨｨｨｰ 08ｨ ｨｪｨｨ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨｨｨｨ 00060ｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｪｨ ｨｰ02ｨｺ09ｨｰ ｨｺｨ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪｨ 09 ﾂｨｨｨｰ0409ｨ 02ｨｰ , ｨｺ06ｨｰ060804ｨｦ ｨｰｨ ｨｰ0907 ｨｺｨ ｨｺ 00ｨｮｨｪｨｺ02ｨｨ07, 04ｨ 09ｨｨ0907ｨｴｨ 07 06ｨｰ ｨｰｨｨ07ｨ 06ｨｰｨｪ060302ｨｪｨｨ07 ｨｨ 06ｨｰ 08ｨ 0909ｨｰ0607ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02 ｨｬ02030ｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ04ｨｬ ｨｪｨｨ02ｨｬ ｨｨ ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨｬ040905ｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ02ｨｬ 09 ｨｰ02ｨｺ09ｨｰ02. 06ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｨｨｪ06ｨｪｨｨｨｬ04, ｨｨ 09ｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07 006ｨ ｨ ｨｰ ｨｺ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ06, ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｬ0209ｨｰ ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ ｨ ｨｨ08ｨ 02ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨｮ ﾂｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｨ 0904ｨ 08ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｪｨ 0609ｨｪ ｨｮ ﾂ02ｨｪｨｪ ｨｪ02 ｨｮ0ｨ ｨｹ, ｨｰ ｨ ｨｨ08ｨ 02ｨｰ ｨｺｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ02 WordNet, ｨｺ06ｨｰ ｨｰ0907 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｬ 09 ｨｺ ｨｺ02ｨｨｨｨ SemCor, 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ06ｨｦ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ WordNet ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨｪｨ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｰ02ｨｺ09ｨｰ0609 Semcor ｨｪｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ 62,09 %. 0809ｨｰ ｨ ｨ 06ｨｰ04 [2] ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ ｨｨｨｰｨｬ PageRank ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ WordNet ｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｺ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ. 05ｨｪｨ ﾂｨ 05ｨ ｨｺｨ ｨｪｨ ﾂｨｨｨｬ ｨ ｨｰ02ｨｺ09ｨｰｨ 06ｨｰｨｬ02 ﾂｨ 06ｨｰ ｨｨｨｪ0902ｨｰ04, 09 ｨｺ06ｨｰ ｨｨｨｰ 05ｨｰ ｨ ｨｺｨｨ02 09ｨｨｨｪ0902ｨｰ04 09ｨｰｨ ｨｪ060907ｨｰ ｨｨｨｪｨ ｨｬｨｨ 0008ｨ 00ｨ, 0802ｨ 08ｨ ｨｬｨｨ 0008ｨ 00ｨ ｨｰ ｨｰｨｪ060302ｨｪｨｨ07, ｨｮ ﾂ02ｨｪｨｪ0402 ｨｪｨ 0609ｨｪ ｨｰｨｪ060302ｨｪｨｨｨｦ 0607ｨｨ09ｨ ｨｪｨｪ WordNet, 09ｨｺ0506 ﾂｨ 07: ｨC ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨ07 ｨｬ02030ｨｮ 09ｨｨｨｪ0902ｨｰｨ ｨｬｨｨ: 00ｨｨ0706ｨｪｨｨｨｬｨｨ07, 00ｨｨ ｨｪｨｨｨｬｨｨ07, ｨｬ020806ｨｪｨｨｨｬｨｨ07 ｨｨ ｨｰ. 07.; ｨC 06ｨｰｨｪ060302ｨｪｨｨ02 ｨｪ06ｨｬｨｨｨｪｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨｨ WordNet 2.0, ｨｺ06ｨｰ ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ0907 ｨｬ02030ｨｮ 0005ｨ ｨｬ ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ, ｨｴｨｨｨｬｨｨ ｨｨ09ｨ ｨｰｨ ｨｬｨｨ; ｨC ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ0402 ｨｺ ｨｨｨｪｨ ｨｰｨｪ ｨｰｨｪ060302ｨｪｨｨ07 ｨC 06ｨｰｨｪ060302ｨｪｨｨ07 ｨｬ02030ｨｮ 09ｨｨ ｨｬｨｨ 09ｨｨｨｪ0902ｨｰｨ ｨｬｨｨ, ｨｴｨｨ ｨｨ0ｨ ｨｬｨｨ 060ｨｪ ｨｨ ｨｰ ｨｨｨｪ0902ｨｰｨ. 0004ｨ ｨｨ08ｨ 02ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨｮ ﾂｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ PageRank ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 0ｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03 ｨｪｨ ｨｰ0209ｨｰ060906ｨｬ ｨｬｨ ｨｰ0208ｨｨｨ 0502 SENSEVALｨC3 ｨC 50,89 %, 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨC 63,27 % ｨ ｨｮ08ｨｮ09 04ｨｮ ｨ ｨｴｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 04ｨｮ ｨ ｨｮ08ｨｮ09 08ｨｮ0909ｨｺ ｨｺｨ 04ｨｮ ｨｺ0506 ﾂｨ 02ｨｰ 09 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨ ｨｰ ﾂ 08ｨ 04ｨｪ ｨｨ ｨ 0302ｨｪｨｨｨｦ (09 ｨｮ ﾂ02ｨｰ06ｨｬ 08ｨ 04ｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨ ｨｰ ﾂ), ｨ ｨｪｨｨ040609ｨ ｨｪｨｪ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｮ ｨｰｨｹ 0706ｨｪ07ｨｰｨｨｨｦ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｦ ﾂｨ 09ｨｰｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09 04ｨｮ ｨｨｨｰ 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09 (0ｨ ｨC ｨ ｨｮ08ｨｮ09), ｨ ｨｴｨｨｨｦ ｨ ｨｰ ﾂ ｨｰ0208ｨｬｨｨｨｪ0609 ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ, ｨ ｨｰｨ ｨｺ0302 ｨｪｨ ｨ 0608 ｨｪｨ ｨｨｨ ｨｨ ｨｰｨｪ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨｪｨ 0409ｨ ｨｪｨｨｨｦ (06ｨｺ ｨｰ ﾂ) ｨｨ ｨｨｨｬ02ｨｪ ｨｦ ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ (06ｨｺ ｨｰ ﾂ) ｨ ｨｮ08ｨｮ09 04ｨｮ ｨ 05ｨ 0ｨ 02ｨｰ ｨｬ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ 09 06ｨ ｨｴ02ｨｦ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ, 09 ｨｪｨ ｨ ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｨ ｨ 09ｨｪ02ｨｪｨｨ06 09 WordNet [3], ｨｰ06ｨｬｨｮ 09ｨ 03ｨｪ06 ｨ ｨｨ04ｨｮ ﾂｨｨｨｰｨｹ, ｨｺｨ ｨｺ ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｬ0603ｨｪ ｨｰｨｨ ﾂｨｹ, ｨｨ ｨｹ04ｨｮ07 05ｨｰ06ｨｰ ｨｮ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 04ｨｮ ｨｺｨ ｨｺ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｨｨｪｨｨ02 09ｨ 03ｨｪ06 ｨｪ02 ｨｰ0605ｨｹｨｺ ｨｮ ﾂ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬ0609, ｨｪ06 ｨｨ ｨｺｨ ｨｺ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ 09ｨｰ0902ｨｪｨｪ06 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, ｨｰｨ 09ｨ ｨｨ 06ｨｰｨｪ060302ｨｪｨｨｨｦ: ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 09ｨｺ0506 ﾂ02ｨｪｨｪ0402 ｨｬｨｪ ｨｪ0402 ｨｺ06ｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ 0706ｨｬ0600ｨ 06ｨｰ 08ｨ ｨｪｨｨ06 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06 08ｨ ｨ 06ｨｰｨ 06ｨｰ ﾂｨｺｨｨ ｨｨ0208ｨ 080ｨｨ- ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｨ ｨｰｨ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰ0208ｨｬｨｨｨｪ ｨ ｨｮ08ｨｮ ｨｮ ｨ ｨｮ08ｨｮ ｨｮ (0ｨ ｨ ｨｮ08ｨｮ09) 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 009ｨ 0609ｨｪ0609ｨｪ ｨ ｨ ｨｰｨ ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ040 ｨｰ0208ｨｬｨｨｨｪ ｨｬ ｨ 06ｨｬ ｨｰｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ ｨ 0ｨ ｨｪｨｨ02 060ｨｪ ｨｨ ｨｰ ｨｰ02ｨｺ09ｨｰ ｨ 08ｨ 04ｨｪ ｨｪ07ｨｰｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ (00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ). 06ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ02ｨｺ09ｨｰ060904ｨｦ ｨｨ0506ｨｰ ｨｰｨ ｨｪ 009ｨｮｨｬ 08ｨ 04ｨｪ04ｨｬ 0706ｨｪ07ｨｰｨｨ07ｨｬ: ﾁ0608 ｨｨ ｨｰ060806ｨｦ ｨ ｨｰｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨｰｨ ｨｪ ｨ ｨｮ08ｨｮ ｨｪ06ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ, ｨｪ ｨｨ ｨｨ ｨｰｨｪ06, ﾂｨｰ06 06ｨｪ06 ｨｬ060302ｨｰ ｨｮ0706ｨｰ0802ｨ 0507ｨｰｨｹ0907 ｨｨ ｨｮ00ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ02ｨｺ09ｨｰｨ 0, ｨｰ06 02ｨｬｨｮ 09ｨｰｨ 09ｨｨｨｰ ｨｨｨ 05ｨｹｨｪｨ ｨｬ02ｨｰｨｺｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ (08-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ), ｨｪｨ 0708ｨｨｨｬ

111 ｨｮｨｺｨ ｨｨ ﾂ, 02. C. ﾁｨｮｨｦｨｺ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ ﾁ ｨｰ02ｨ ｨｰ ｨ ｨｰ02ｨ ｨｰ ｨｺｨｰｨ ｨｺ05ｨｹ ( ) ｨｪｨ ｨ ｨ 08ｨｰ ( ) ｨ ｨ 0502ｨｰ ｨ ｨ 0502ｨｰ ｨ ｨ 0502ｨｰ 04ｨｨ ｨ 00ｨｬ02ｨｪｨｰ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ06ｨｦ 0902ｨｰｨｨ 0706ｨｪ07ｨｰｨｨｨｦ ｨｰ02ｨｺ09ｨｰｨ 0708ｨｨｨｬ0208ｨ 09 ｨｬｨｪ ｨｪｨ ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ ｨ ｨｬｨｨ ( ｨｪ ｨｨｨｪｨｨｨｨ ｨC 06ｨｰｨｪ060302ｨｪｨｨ ｨC , 03ｨｰ08ｨｨ ｨC 06ｨｰｨｪ060302ｨｪｨｨ ｨC ﾁ ) 0306ｨｬ02ｨｰｨｺｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨｬ02ｨｰｨｺｨｨ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨｪｨ 0409ｨ ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨ 0ｨ ｨｰｨｹ 09 00ｨ ｨｬｨｨ05ｨｨ07ｨｬｨｨ ｨｨ ｨｨｨｬ02ｨｪｨ ｨｬｨｨ ｨｦ, 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨ07ｨｬｨｨ ｨｨ 008., ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｹ ( ), 0005ｨ 0ｨｨｨｬｨｨ08 ( ), 03ｨ ( ｨｨ ｨｺ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ). 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨｰ0204ｨ ｨｮ08ｨｮ09 04ｨｮ ｨｨｨｰ ｨ ｨｰ ﾂ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｨｨｪｨｨ02, ｨｨ04 ｨｪｨｨ ｨ ｨｰ ﾂ ｨｰｨ ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨｪｨ - ﾂ02ｨｪｨｨｨｦ (00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ), ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 0609ｨｰｨ 05ｨｹｨｪ040 06ｨｰｨｬ02 ﾂ02ｨｪｨ 0706ｨｬ02ｨｰｨｺ06ｨｦ ｨｰｨ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｪｨ 09 ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｺ ,5 ｨｰ ﾂ ｨｬｨｪ ｨｪｨ ﾂｨｪ040 ｨｰ0208ｨｬｨｨｨｪ ｨｰ0208ｨｬｨｨｨｪ ｨｰｨ ｨｪ06 009ｨ ｨｨ ｨ ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ0208ｨ 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ 09ｨｰｨ ｨｰｨｹｨｨ ｨｨ ｨ 09ｨｨ09ｨｨｨｬ06ｨｦ 00ｨ 0402ｨｰ ｨｰ 23 ｨｪ0607ｨ ｨｪｨ 0409ｨ ｨｪｨｨ02ｨｬ ｨｦ ｨ 08ｨｨ0505ｨｨｨ ｨｪｨｰ ｨｺ09ｨ ｨｪ008ｨ ｨｨｨｪｨ 03: ｨｪ ｨｹｨｪｨｨｨｺ ｨｪｨ ｨｪ ｨｹ ｨｰ02ｨ ｨｰ08ｨ ｨｺｨ 05ｨｨ ｨｨ0505ｨｨｨ ｨｪｨｰ04 ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺ ｨ ｨ 0502ｨｰｨ ｨｪ020208ｨｰ ｨ ｨｴ02ｨｪ ｨｰｨｨ06 ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ07 0ｨｨ070506ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｨ02ｨｦ ｨｨ ｨ ｨｨ00205ｨｨ ｨｬ040905ｨｨｨｬ0402 ｨｨ ｨｪ02ｨｬ040905ｨｨｨｬ0402 0ｨｨ070506ｨｬｨ ｨｰ ｨ 02ｨｨ0 09ｨｰ060806ｨｪ ｨｰ06ｨｰ 0902 ﾂ ｨｺｨｰｨ ｨｺ05ｨｹ 08ｨ ｨ ｨ 02 09ｨｰ060806ｨｪ04 08ｨ ｨｬ0704, ｨｰ06 ﾂｨｪ0202, 0608ｨｺ0209ｨｰ ｨｦ 07ｨｬ ｨｰ060806ｨｦ, ｨｪｨ ｨｺｨ 04ｨ ｨｰｨｹ, ｨ 0405 ｨｪｨｨ ﾂｨｮｨｰｨｹ ｨｪ02 ｨｬ02ｨｪ ｨ 009ｨ ｨｰ0409ｨ 06ｨｴｨｨｨｬ. 0306ｨｺｨ ｨｪｨ ｨｪ ｨ ｨｬ0208ｨｨｨｺｨ ｨｪ09ｨｺ ｨ ｨ 0502ｨｰｨ 0706ｨｺｨ ｨ 05ｨｨ ﾂｨｮ00209ｨ ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ020ｨｪｨｨｨｺｨｨ, ｨｰｨｨ ｨｪ06ｨｦ 09ｨｰ060806ｨｪ02 07ｨ 08ｨｰ0208ｨ, 09 02ｨ 0809ｨｺ06ｨｦ , ｨｰｨｨ05ｨ 008ｨｮ00ｨ 07, ｨｺｨｮ0ｨ ｨ ｨ 00ｨ 006 ﾂｨｪｨ ｨ ｨｮ03ｨｨ08ｨｪ04ｨｬ 0308ｨｨ00ｨｰ06ｨｬ ｨｪ ｨ, ｨｺ06ｨｰ ｨｺ0506 ﾂ02ｨｪ04 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｪｨｨ02 09 ｨｰ0204ｨ ｨｮ08ｨｮ09 04ｨｮ ｨｨ0ｨｪ06, ﾂｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｰ0205ｨｹｨｪｨ ｨｺ09ｨｨｨｺｨ 09ｨｺ0506 ﾂ02ｨｪｨ 09 ｨ ｨｪｨ 05ｨｨ ﾂ0208ｨｺｨｪｨｮｨｰ ｨ ｨｰ 09 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 07060ｨｰ0204ｨ ｨｮ08ｨｮ09 ｨC 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ ｨ 00ｨｬ02ｨｪｨｰ ｨｨｨｰ 0008ｨｮ ｨｨｨｪｨｨ02 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 0408ｨｨｨｰ0205ｨｹｨｪ06ｨｬｨｮ 04ｨ 05ｨｮ (08ｨｨ09. ): ｨｪｨ, 04ｨ 05, 08ｨ ｨｬ07ｨ, 0608ｨｺ0209ｨｰ080609ｨ 07 07ｨｬｨ, ｨ, 07ｨ 08ｨｰ0208, ｨ ｨｰｨ ｨｺ0302 ｨｺ ｨｨ09ｨｺｨｮ0909ｨｰ09ｨｮ: ｨｺ06ｨｪ020208ｨｰ, ｨ ｨ 0502ｨｰ, ｨｹ0306ｨｦ ｨｰ02ｨ ｨｰ08, ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｦ, ﾂｨｰ06 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ. 02ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｨｨｰ 25 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ ｨｨｨｪｨｨ02, ｨｨ04 ｨｪｨｨ0 5 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨｺｨｨ ｨ, ｨｺｨ ｨｺ ｨ (ｨｪ02ｨ 0209ｨｪ0602 ｨｰ020506), ｨｰ020ｨｪｨｨｨｺｨ (ｨｰ020ｨｪｨｨ ﾂ0209ｨｺ0602 ｨｮ09ｨｰ0806ｨｦ09ｨｰ0906), 04ｨ 05 (06ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｬ02ｨｴ02ｨｪｨｨ02), 07ｨ 08ｨｰ0208 (0408ｨｨｨｰ0205ｨｹｨｪ ｨ 05ｨ ) ｨｰｨ ｨｰ 0708ｨｨｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｰ ｨｰｨｹ ｨｨ0 008ｨｮ00ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪ ｨｰ ｨｰｨ 09 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, ｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 06ｨｰｨｬ02 ﾂ02ｨｪｨ ｨｰ0605ｨｹｨｺ ｨｨｨ 05ｨｹｨｪ06ｨｦ 0706ｨｬ02ｨｰｨｺ06ｨｦ. 02ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨ ｨｮ08ｨｮ09ｨ 04ｨｮ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨｨｨｬ0206ｨｰ 00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ, 04ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ ｨ 07ｨ 08ｨｰ0208, 008ｨｮ00ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ06ｨｰ ｨｪｨ ｨｬ06ｨｬ02ｨｪｨｰ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 02ｨｴ02 ｨｪ02 ｨ 0405ｨｨ 0607ｨｨ09ｨ ｨｪ ｨ, ｨｪｨ ｨｴｨｨ ｨｪ02 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ- ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ( ｨｴ02ｨｪ, ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ07, 09ｨｨ00205ｨｨ, 09ｨｰ060806ｨｪ, 0902 ﾂ0208, 08ｨ ｨ , 0706ｨｺｨ ｨ 05ｨｨ ｨｨ ｨｰ.0.), 06ｨｰ ﾂ02ｨｰ05ｨｨ ｨｬ ｨｮ ｨｪ02 06ｨ 08ｨ 04ｨｮ06ｨｰ, ﾂｨｰ06 ｨｬ060302ｨｰ 04ｨ ｨｰ08ｨｮ0ｨｪｨｨｨｰｨｹ 0904ｨ ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ09ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 0209ｨｪ060906ｨｦ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ ｨｪｨｺｨ 0902ｨｬｨ ｨｪｨｰｨｨ- ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ ｨｬ0603ｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ

112 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ 06ｨｺ08ｨｮ03ｨ 06ｨｴｨｨｨｬ ｨｰ02ｨｺ09ｨｰ060904ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ06ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ 0506ｨｺｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ, ｨｺ06ｨｰ060804ｨｦ 04ｨ 0ｨ 02ｨｰ ｨｨ002 ｨｪ02ｨｺ06ｨｰ ｨｺｨｪｨ ｨC 05ｨｨｨｪ02ｨｦｨｪ06ｨｦ 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｪｨｨ ｨ, ｨｰｨ ｨｺ ｨｨ ｨ ｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ, 09 ｨｺ06ｨｰ060804ｨｦ ｨｰ ｨ ｨｰ02ｨｺ09ｨｰｨ. 04ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｰｨ ｨｺ ｨｦ09ｨｰ ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｺ 0502ｨｺ09ｨｨ ﾂ0209ｨｺｨｮ ｨｪ0609ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ, ｨｰ ｨｰｨｹ ｨｰ ｨｬ0609ｨｰｨｹ 060ｨｪｨｨ0 ｨｨ ｨｰ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 020ｨｨｨｪｨｨ02 ｨｨ ｨｺｨｮ07ｨｪ0609ｨｰ02ｨｦ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨ0 0502ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 020ｨｨｨｪｨｨ ｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ ﾂ02ｨｰ 0506ｨｺｨ 05ｨｹｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ 00 ｨｺｨ ﾂ0209ｨｰ ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪｨ 07 05ｨｨｨｪ02ｨｦｨｪｨ 07 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｹ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｪｨｨ ｨ, ｨｨ04ｨｬ ｨｬｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0902 ｨｪｨ ｨｦ002ｨｪｨｪ ｨｬ02ｨｪｨｰ0609 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, ｨC ｨｨ ｨ ｨ 04ｨｬ ｨｺｨｪｨ 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ 06ｨｰ ｨｬ02ｨｪｨｰ ｨ 02 09ｨｰ060806ｨｪ04. 06ｨ ｨｺ0302 ｨｬ04 ｨｨ ｨ 05ｨｨ 04ｨ 0ｨ ｨｪｨｨ ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｺ 000ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨｺｨｪｨ N + N, ｨｰ ｨｰｨｹ 09ｨｪｨ ﾂｨ 05ｨ ｨｨ090060ｨｨｨｰ ｨｰｨｺｨ 0904ｨ 0608ｨ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨ 09 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ 005ｨｨｨｪ06ｨｦ N, ｨｨ 05ｨｰ06 ｨｮ0ｨ 02ｨｰ0907, ｨｰ06 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ 0ｨ ｨｪｨｪ ｨｪｨｨ07 04ｨ ｨｺｨ ｨｪ ﾂｨｨ09ｨ 02ｨｰ ｨｨ ｨｪ02 ｨｮ0ｨ 02ｨｰ0907, ｨｰ ｨｨ090060ｨｨｨｰ 08ｨ 0903ｨｨ0802ｨｪｨｨ02 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｨ 02ｨｴ02 ｨｪｨ N ｨｬ02ｨｪｨｰ0609 ｨｨ ｨｮ08ｨ 0904ｨ 0608ｨ 04ｨｪｨ - ﾂ02ｨｪｨｨ ｨ 02ｨｰ ｨｰｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｰｨ ｨｺｨｨ02 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ02 06ｨｺｨｪｨ ｨｺｨ ｨｺ +, 2 + 2, ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｪｨｨｨｺｨ 02ｨｰ ｨｰ06ｨｬ, ｨｪｨ 09ｨｺ0605ｨｹｨｺ ｨｰｨ ｨｰ06 ﾂｨｪ06 005ｨｨｨｪｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ ｨ 0906ｨｬ0208ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｺ ｨ ｨ ｨ 0608ｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｪ02 ｨｪｨｮ03ｨｪ06 05ｨｨ ｨｨｨｰｨｹ ｨｪ02ｨｺ06ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ02 (09 ｨ ｨ 04ｨ 02ｨ 0, ｨｪｨｨ070) ｨｬ02030ｨｮ 0ｨ ｨｪｨｪ04ｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ04ｨｬ ｨｪｨｨ02ｨｬ ｨｨ ｨｮ0706ｨｬｨｨｨｪｨ ｨｪｨｨ02ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺ ｨｪ07ｨｰｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02. 06ｨ ｨｺ, 09 08ｨ ｨ 06ｨｰ02 [6] 08ｨ 04ｨｪ0402 ｨｰｨｨ ｨｨ ｨｨｨｬ0206ｨｰ 08ｨ 04ｨｪｨｮ ｨｮ 002ｨｦ09ｨｰ09ｨｨ07 ｨｨ 08ｨ 04ｨｪ04ｨｦ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰｨ ｨｺ ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ07, ｨｨ04ｨｬ ｨｬ ｨ ｨ 04ｨ 02ｨ 0 ｨｨ ｨｪｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｪｨ ｨｬｨｨ ｨ 0405ｨ 0904ｨ 08ｨ ｨｪｨ ｨｮ06ｨｴｨ ｨｨ00ｨｨｨｺｨ ｨｮ ﾂ02ｨｰｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｬ02ｨｪｨｰ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ06 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｪｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ ｨｨｨｪｨｨ ｨｪ02 ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｬ ｨｪｨｨｨｺｨ ｨｺｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｪｨｨ02ｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ ｨ ｨｬｨｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ ｨｬ0603ｨｪ0602 ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨｰ ｨｪｨｨ02 06ｨｰ 0ｨ 0502ｨｺ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪ ｨ ｨｰｨｹ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 07060ｨｰ ｨｪｨｨ02ｨｬ 06ｨｰ 0506ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨ ｨ 05ｨｨ04ｨｺ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｺ0605ｨｹｨｺｨｮ 0506ｨｺｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪ, ｨ ｨ ｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ ｨｬ060302ｨｰ 00609ｨｰｨｨ00ｨ ｨｰｨｹ ｨｹｨｬｨ ｨ 0605ｨｹ0306ｨｦ ｨｨ ﾂｨｨｨｪ04, ｨｰ06 ｨ 0405ｨｨ ｨ ｨｪ ｨｰｨｺｨｨ 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｰｨｹ 0909ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨ ｨｹ04ｨｮ ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｮ ﾂｨ 02ｨｬ ｨｰ 0506ｨｺｨ 05ｨｹｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ , ｨｰ ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｮ ﾂｨ 02ｨｬ04ｨｦ 06ｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 0502ｨｺ09ｨｨ- ﾂ0209ｨｺ06ｨｦ 020ｨｨｨｪｨｨ ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ ｨ , ﾂ02ｨｬ 06ｨｰ ｨｰ06ｨｦ ｨｨｨｪｨｨ0204, 08ｨ ｨｪｨｪ06ｨｦ 09ｨｪ ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｬ02 ｨｰ060006, ｨｬ04 ｨｰ0209ｨｰｨｨ080609ｨ 05ｨｨ ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ, ｨｮｨｬ02ｨｪｨｹ03ｨ 06ｨｴ ｨｰ ｨｪｨｨ07 06ｨｰ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ 0708ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ 005ｨｨｨｪ04 ｨｰ02ｨｺ09ｨｰｨ (ｨｰ06 ﾂｨｪ ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰｨｪ0609ｨｰｨｨ 0502ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 020ｨｨｨｪｨｨ ｨｰ02ｨｺ09ｨｰ02) ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ 0706ｨｪ07ｨｰｨｨｨｦ ｨｺｨ ｨｺ 00ｨｮｨｪｨｺ02ｨｨ07 06ｨｰ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ 07ｨｮｨｰｨｨ 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ 0502ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨｬ02030ｨｮ 009ｨｮｨｬ ｨｪ07ｨｰｨｨ07ｨｬｨｨ 05 ｨｨ ｨｪｨｨ09ｨ 02ｨｰ0907 ｨｪｨ 0609ｨｪ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07 07ｨｮｨｰｨｨ 06ｨｰｨｪ060302ｨｪｨｨｨｦ, ｨｺ06ｨｰ060804ｨｦ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ 020ｨｨｨｪｨｨ02ｨ ｨｬｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ 09 ｨｰ0204ｨ ｨｮ08ｨｮ0902 ｨｬ0600ｨｮｨｰ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｰｨｹ 07ｨｮｨｰｨｨ 08ｨ 04ｨｪ06ｨｦ ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨｨｨ, ｨｰ0204ｨ ｨｮ08ｨｮ ｨｪ ｨｨ ｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 07ｨｮｨｰｨｹ 06ｨｰｨｪ060302ｨｪｨｨｨｦ 06ｨｰ 060ｨｪ ｨｨ ｨｹｨｪ ｨｪ07ｨｰｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｮ ｨｪ07ｨｰｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 020ｨｪｨ ｨｺ ｨ ｨｪ ｨｮ [7] ｨｬ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｬ ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨｨｨ 07ｨｮｨｰ02ｨｦ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ 05 ｨｨ 052, ｨｺ06ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｨ ｨｪｨｺ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ 0706ｨｪ07ｨｰｨｨｨｦ, ｨ ｨｨｨｬ02ｨｪｨｪ06, 05ｨｨｨ 06 07ｨｮｨｰｨｹ ｨｪ ｨｰ0607ｨｰｨｹ ｨｨ ｨｺｨｮ07ｨｪ0609ｨｰｨｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ, ｨｪｨ 0708ｨ ｨｪｨｪ ｨｪｨｮ 09ｨｰ060806ｨｪｨｮ, ｨｪｨ 0708ｨｨｨｬ0208, ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 06ｨｰｨｪ060302ｨｪｨｨｨｦ 06ｨｰ 09ｨｨ0ｨ ｨｺ 08060ｨｮ, 05ｨｨｨ 06 ｨｰｨ ｨｺ06ｨｦ 07ｨｮｨｰｨｹ ｨｪ 09ｨｺ0506 ﾂｨ ｨｰｨｹ ｨｪ06 060ｨｨｨｪ ｨｨｨ, ｨｰ ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 ｨｪｨ 0708ｨ ｨｪｨｨ07 009ｨｨ0302ｨｪｨｨ ｨｨ 05ｨｰ06ｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｨｨ ｨｮ0 09ｨｨ00609: ｨｨｨ ｨｮ, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｪｨ - ﾂｨ 05ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 06ｨｰｨｪ060302ｨｪｨｨｨｦ 06ｨｰ 09ｨｨ ｨｪ07ｨｰｨｨｨｦ ｨｺ ｨｬ, 04ｨ ｨｰ02ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺ06 06ｨｰｨｪ060302ｨｪｨｨｨｦ 06ｨｰ ｨｪ07ｨｰｨｨｨｦ ｨｺ 09ｨｨ ｨｬ, ｨｰｨ ｨｺ ｨｨ ｨｨｨ -09ｨｪｨｨ04ｨｮ. 00 ｨｰ0204ｨ ｨｮ08ｨｮ ｨｮ ｨｨｨｬ0202ｨｰ0907 ｨｰ08ｨｨ 09ｨｨ0ｨ ｨｨ0208ｨ 080ｨｨ- ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ , ﾁ ｨｨ ｨｪ0209ｨｨｨｬｨｬ02ｨｰ08ｨｨ ﾂｨｪｨ 07 ｨ ｨｨｨ 02ｨｨ [3, 4]. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ08ｨｨ 06ｨｰｨｪ060302ｨｪｨｨ07 ( , , ) ｨｪｨ 0708ｨ ｨｪ ｨｨ0208ｨ 080ｨｨｨｨ , ｨ ｨｰ08ｨｨ 06ｨｰｨｪ060302ｨｪｨｨ07 ( , ﾁ ｨｨ ) ｨC 0706 ｨｨ0208ｨ 080ｨｨｨｨ 09ｨｪｨｨ ｨｨ ｨｰｨｪ060302ｨｪｨｨ ｨｪ ｨｦ09ｨｰ09ｨ ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｨ ｨｪｨ ｨ ｨｪｨｨ07, 06ｨｰｨｪ060302ｨｪｨｨ02 ﾁ ｨｰｨ ｨｺ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ ｨｰｨｪ060302ｨｪｨｨ02. 0ｨ 08ｨｨ ｨｨｨｬ020806ｨｬ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ ｨｮｨｰｨｨ ｨｰ ｨｮｨｰｨｹ ( ) ｨC ( ) ( ), 0708ｨｨｨｬ020806ｨｬ 07ｨｮｨｰｨｨ ｨｨｨ 06ｨｬ ｨｮ ｨｰ ｨｮｨｰｨｹ ( ) ( ﾁ ) , 0708ｨｨｨｬ020806ｨｬ 07ｨｮｨｰｨｨ ｨｨｨ 06ｨｬ 09ｨｪｨｨ04ｨｮ ｨｰ ｨｮｨｰｨｹ ( ) ( ) ｨｰ080602ｨｪｨｨ02 08ｨ ｨｪｨｪ040 07ｨｮｨｰ02ｨｦ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｺｨ ｨｪ07ｨｰｨｨ07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｺｨｮ07ｨｪ0609ｨｰｨｹ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ ｨｰ0607ｨｴｨｨ0 0706ｨｪ07ｨｰｨｨｨｦ ｨC ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨｪ07ｨｰｨｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ ｨｪ07ｨｰｨｨ07 ｨｰ0204ｨ ｨｮ- 2

113 ｨｮｨｺｨ ｨｨ ﾂ, 02. C. ﾁｨｮｨｦｨｺ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 08ｨｮ09ｨ, ｨｺ ｨｺ06ｨｰ060804ｨｬ 06ｨｰ 050 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ 07ｨｮｨｰｨｹ, ｨｰ0607ｨｴｨｨｨｦ ｨｨ04 06ｨｰｨｪ060302ｨｪｨｨｨｦ 060ｨｪ06ｨｦ ｨｪｨ 0708ｨ ｨｪｨｪ0609ｨｰｨｨ, ｨｨ ｨｺ06ｨｰ060804ｨｦ ｨｬ06ｨｴｨｹ ｨ 09ｨｨ05 ｨｪｨ ｨ ｨｪｨｨ07 ｨｨ ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ ｨｺ 060ｨｪ06ｨｬｨｮ 06ｨｰｨｪ060302ｨｪｨｨ06 [4] ｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪｨ 0609ｨｪ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ, ｨｪｨ 0708ｨ ｨｪｨｪ040 09ｨｪｨｨ04, ｨｰ ｨｺｨｮ07ｨｪ0609ｨｰｨｹ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｨ030209ｨｰ0607ｨｴｨｨ0 0706ｨｪ07ｨｰｨｨｨｦ ｨC ｨｪｨｨ ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪｨ 08ｨｨ ｨｪ07ｨｰｨｨ ｨｬ0603ｨｪ06 09ｨｨ002ｨｰｨｹ ｨｮ06ｨｴｨｨ ｨｰ0607ｨｴｨｨ ｨｨ0208ｨ 080ｨｨｨｨ 0706ｨｪ07ｨｰｨｨ07 (0706ｨｪ07ｨｰｨｨ07 ｨｨ ｨ ｨC ): , , , ﾁ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ02030ｨｮ 009ｨｮｨｬ ｨｪ07ｨｰｨｨ07ｨｬｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 07ｨｮｨｰｨｹ 08ｨ ｨｪｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804, ｨｨ 05ｨｨｨ ｨｪ06 ｨｨ ｨｪ07ｨｰｨｨｨｦ ｨｨｨｰ ｨC09ｨｪｨｨ04 ｨｨ05ｨｨ ｨC ｨｮ ｨｪ07ｨｰｨｨ07, 05ｨｨｨ ｨｨ ｨｬ02030ｨｮ ｨｨ ｨｹ07ｨｬｨｨ ｨｨｨｬ0202ｨｰ0907 ｨｪ0207ｨｮ09ｨｰ ﾂ02ｨｪｨｨ ﾁｨｨ ｨ ｨｪｨｺｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ 0502ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ 0706ｨｪ07ｨｰｨｨｨｦ, ｨ ｨｪｨｪ040 07ｨｮｨｰ02ｨｬ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨｨｨ, 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ 07ｨｮｨｰｨｨ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ02ｨｬ-04ｨｪｨ ﾂ02ｨｪｨｨ02ｨｬ ｨｨ 07060ｨｰ ｨ 06ｨｴｨｨｨｬ 0706ｨｪ07ｨｰｨｨ02ｨｬ: ｨC ﾂ02ｨｬ 005ｨｨｨｪｨｪ ｨｮｨｰｨｹ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ, ｨｰ02ｨｬ 0905ｨ ｨ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ; ｨC ｨｪｨ 05ｨｨ ﾂｨｨ ｨｨｨ ｨ ｨｪｨ 07ｨｮｨｰｨｨ ｨ ｨ ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨ 05ｨｨ040609ｨｰｨｹ; ｨC 08ｨ 04ｨｪ0402 ｨｰｨｨ ｨｨｨ 0609 ｨｪｨ 07ｨｮｨｰｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｪ06ｨｬｨｮ 0905ｨｨ07ｨｰｨｹ ｨｪｨ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨ 05ｨｨ040609ｨｰｨｹ; ｨC ｨｨｨ 07ｨｮｨｰｨｨ ｨｪｨ ｨｺ06ｨｬ ｨｮ080609ｨｪ02 ｨｨ0208ｨ 080ｨｨｨｨ 0ｨｮ0302, ﾂ02ｨｬ ｨｪｨ ｨ ｨｪｨｨ04ｨｺ06ｨｬ ｨｮ080609ｨｪ ｨｬ02 ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ ｨｰ ｨｪｨｨ02 06ｨｰ 0502ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 020ｨｨｨｪｨｨ0204, ｨｺ06ｨｰ0608ｨ ﾂ ｨｹ ｨｬｨｪ ｨｪｨ ﾂｨｪｨ, ｨｬ0603ｨｪ ｨｪ06 ｨ 04ｨｰｨｹ 0905ｨ ｨ ｨ 0708ｨｨｨｬ0208, 09 ｨｰ02ｨｺ09ｨｰ ｨｨｨｬ0208ｨ ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨｨ05ｨ 008ｨｮ00ｨ 07, ｨｺｨｮ0ｨ ｨ ｨ 00ｨ 006 ﾂｨｪｨ ｨ 03 ｨｪｨ ｨｪｨｨ ｨｬ ｨｰｨｨ05ｨ ｨｨ ｨ, 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨｰ08ｨ ｨｺｨｰ0609ｨｺ02 06ｨ 06ｨｨ ｨｺｨ ｨｺ ｨｪ02ｨ 0209ｨｪ040 ｨｰ ｨｮ ﾂ02ｨｰｨ ｨｰｨ ｨｺ ｨ 08ｨ 0909ｨｮ03002ｨｪｨｨｨｦ ｨ 0405ｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨ ｨｮ06ｨｴｨ ｨｬｨｮ05ｨ : Sim new (C, C2) = ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ_ｨ ｨ 0505 ｨC ｨC 005ｨｨｨｪｨ _07ｨｮｨｰｨｨ ｨC ｨC 0202ｨｪｨ _ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨC (6) ｨC 0202ｨｪｨ _ ｨｨｨ ｨ ｨC ｨC 0202ｨｪｨ ｨ ｨ 05ｨｹｨｪ0609ｨｰｨｨ. 00ｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨ ｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｬ0603ｨｪｨｮ ｨｪｨｺｨｮ 07060ｨｰ ｨｪｨｨ07, ｨ ｨｪｨｪｨｮ06 09 ｨｰ02ｨｬ, ﾂｨｰ ｨｰ0802ｨｰｨｨ ｨｪ0604ｨｪｨ ﾂｨｪ04ｨｦ 09ｨｨｨｪ06ｨｪｨｨｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｰ0208ｨｬｨｨｨｪｨ. 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07, ｨｨ ﾂｨｨｨｪｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨ 0505ｨ 08ｨ 09ｨｪ0702ｨｰ ｨ 08ｨ ｨｬ02ｨｰ ｨｪｨ _000506ｨ ｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｰｨ ｨｰ ｨｨ- ﾂｨｨｨｪｨｮ, ｨ 0605ｨｹ0302 ｨｪｨｮ0507, ｨｮ ﾂｨ ｨｪｨｺｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｨ ﾂｨｨｨｪｨｮ, 08ｨ 09ｨｪｨｮ06 ｨｪｨｮ0506, 0708ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｰｨ 0704 ｨ ｨｨｨｰｨｬｨ ｨｰｨｮ07ｨ 06ｨｴｨｨｨｦ ｨｰ02ｨｺ09ｨｰ ｨｨｨｰ ﾂ ｨｮ08ｨｮ 0008ｨ 0002ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ ｨ ｨｪｨ 0609ｨｪ ﾂ02ｨｺ 0502ｨｬｨｬ, ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｨ090060ｨｨｨｰ ｨｰｨ ｨｪｨｨ02 09 ｨｰ0204ｨ ｨｮ08ｨｮ0906ｨｬ ｨｺｨ 03006ｨｦ ｨｰｨ 09ｨｨ090302ｨｦ0907 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ06ｨｦ 020ｨｨｨｪｨｨ ｨｰｨｬ02 ﾂｨ 02ｨｰ ｨｰｨ ｨｰｨｮ09: 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｰｨ ｨｪｨｨ02, ｨｰｨ ｨｪｨｨ ｨｬ02ｨｰｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ (08-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ), ｨｰｨ 09ｨｨ050609ｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 020ｨｨｨｪｨｨ02 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ (00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ). 02ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨ 060ｨｪｨ ｨｨ ｨｰｨ ｨｪｨｪ040 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ ｨｨｨｪｨｨ02, ｨｪ0609ｨｰｨｹ06 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ00ｨｮ06 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪｨｮ06 020ｨｨｨｪｨｨ02ｨｮ, ｨｰ06 05ｨｰｨ 09ｨｨｨｰｨｮｨ 02ｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｦ ｨｪ02 09 ﾂｨｨｨｰｨ 02ｨｰ0907, ｨｰｨ ｨｪｨｪ06ｨｦ 09 ﾂｨｨｨｰｨ 02ｨｰ0907 ｨ ｨｨｨｪｨｪｨ 07 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪｨ ｨｨｨｪｨｨ02ｨ ｨｮ08ｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ ﾂｨｨｨｪｨ 02ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｨｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｰ0907, ｨｮ0706ｨｬｨｨｨｪｨ 05ｨｨ09ｨｹ 05ｨｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｪ07ｨｰｨｨ07, 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨｺ06ｨｰ ｨｺ ｨｰ02ｨｺｨｮｨｴ02ｨｬｨｮ 0706ｨｪ07ｨｰｨｨ06, ｨｰｨ ｨｰ ﾂｨｨ ｨ ｨ , ｨ 0605ｨｹ , ｨｬｨｮ0502 (6) ｨｪｨ ｨ 08ｨ ｨｪｨｪ0402 ｨ ｨ ｨｪ07ｨｰｨｨｨｦ-04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｨｨｪｨｨ02 09ｨｮｨｬｨｬｨｨ08ｨｮ06ｨｰ0907 ｨｨ 04ｨ 0706ｨｬｨｨｨｪｨ 06ｨｰ ｨ ｨｨ090060ｨｨｨｰ ｨ ｨｪｨ 05ｨｨ ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｺｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｦ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ06ｨｦ 020ｨｨｨｪｨｨ ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨ 0ｨ ｨｪｨｪｨ 07 ｨｰ02ｨｺ09ｨｰ0609ｨ 07 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｹ, 0904ｨ ｨｨ08ｨ 06ｨｰ0907 ｨｮ0706ｨｬｨｨｨｪｨ 02ｨｬ ｨｪ07ｨｰｨｨ07, ｨ ｨｪｨｪ ｨｪ07ｨｰｨｨ07ｨｬｨｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｦ 020ｨｨｨｪｨｨ0204 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ04ｨｬｨｨ 07ｨｮｨｰ07ｨｬｨｨ 08ｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨｨｨ, ｨｨ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨ ｨ ｨｬｨｮ0502 (6). 09ｨ , ｨｮ ﾂ02ｨｪｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ06ｨｬ ｨｨ 0506ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ 0 09ｨｮｨｬｨｬｨｨ08ｨｮ06ｨｰ ｨｺｨ ｨｨ0ｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 04ｨ 0ｨ 02ｨｰ ｨｦ ｨｨ 0706ｨｪ07ｨｰｨｨ07-04ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｮ ﾂｨｨ05ｨｨ ｨ ｨ , ｨｬ02ｨｪｨｹ03ｨｨ02, ﾂ02ｨｬ 04ｨ 0ｨ ｨｪｨｪ04ｨｦ , ｨｰ06 09 ﾂｨｨｨｰｨ 02ｨｰ0907, ﾂｨｰ06 ｨｪｨｨ 060ｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｪ ｨｰ ｨｨ050609ｨｹ, ｨｬ0603ｨｪ06, 09 ｨｰ02ｨｺ09ｨｰ02 ｨｨ ｨｹ040609ｨ ｨｪ06 ｨｺｨ ｨｺ0602-ｨｰ06 008ｨｮ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ 0706ｨｪ07ｨｰｨｨ02 020ｨｨｨｪｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｮ ﾂｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ ｨ , ｨ 0605ｨｹ ﾂ02ｨｬ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪｨ ｨ ｨｨ ﾂｨｨｨｪｨ, ｨｰ06 05ｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ ｨ 02ｨｰ0907 ｨｨ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｨ 0706ｨｪ07ｨｰｨｨｨｦ ｨｰ02ｨｺ09ｨｰ060906ｨｦ 020ｨｨｨｪｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨ ｨｨ08ｨ 02ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨｮ ﾂｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ ｨ ｨｨ 0706ｨｪ07ｨｰｨｨ07 020ｨｨｨｪｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｮ ﾂｨｨ05ｨｨ 060ｨｨｨｪｨ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ ｨ , ｨ 06ｨｴ , ｨｰ ｨ ｨｨ08ｨ 02ｨｰ ｨｰ0607ｨｴ ｨｨ0208ｨ 080ｨｨｨｨ 0706ｨｪ07ｨｰｨｨ02, ｨｰｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨ ｨ ｨ 0502ｨｰ ｨｰｨ ｨｺｨｨｨｬ 0706ｨｪ07ｨｰｨｨ02ｨｬ ｨｰ ｨｪ07ｨｰｨｨ (09ｨｬ. 08ｨｨ09. ) ｨｮ- ﾂｨ ｨｨ ｨｰｨ ｨｺ06ｨｦ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ ｨｪ02 ｨｨｨｬ0202ｨｰ0907, ｨｰ06 09 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨｪ ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｪｨｨ 060ｨｪ06 ｨｨ ｨｪ07ｨｰｨｨｨｦ ｨC ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 0609ｨｰｨ 02ｨｰ0907 ｨｪ0208ｨ ｨｪｨｪ06ｨｦ ｨｨ ｨｪｨ 0609ｨｪ ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｺ060807ｨｮ09ｨ ｨ ｨ 04 ｨｨ ｨｰｨｪ06 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨｰ06 ｨｬ0603ｨｪ06 ｨ ｨｰｨ ｨｺｨｨ0 0905ｨｮ ﾂｨ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨｨｬ02ｨｪｨｪ06 05ｨｰ06 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｪｨ - ﾂ02ｨｪｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｨｨｰｨｬ06ｨｬ-96 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｮ ｨｪｨｨｨｦ ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, 08ｨ ｨ 06ｨｰｨ 0903ｨｨｨｦ ｨｪｨ ｨｰ06ｨｬ ｨｮ080902, 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ , ｨｨｨｰｨｬ ｨｮ ﾂ02ｨｰｨ ｨｺ06ｨｪ020207ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ06 07ｨｮｨｰｨｨ,

114 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ0607ｨｴｨｨ02 ｨｨ04 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ 060ｨｪ06ｨｦ ｨｪｨ 0708ｨ ｨｪｨｪ0609ｨｰｨｨ, ｨｰ ｨｰｨｹ ｨ ｨｨｨ 0609, ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ 09 ﾂｨｨｨｰｨ 05ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ ｨｪ07ｨｰｨｨ07, ｨｪｨ ｨｴｨｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨ070 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ. 06ｨｰ ｨｨ09060ｨｨ0506 ｨｺ 0709ｨｪ04ｨｬ ｨ 0502ｨｬｨ ｨｬ ｨｪｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｺ060806ｨｰｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ 0, ｨｰｨ ｨｺｨｨ0 ｨｺｨ ｨｺ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07, ｨｺ06000ｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰ ｨｪｨｨ07 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ 08ｨ ｨｪｨｪ ｨｪ07ｨｰｨｨ07 ｨｪ ｨｨ05ｨｨ ｨｰｨ 09 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｰ02ｨｺ09ｨｰｨ ｨｰ , ｨｪ02 ｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 005ｨｨｨｪｨｮ 07ｨｮｨｰｨｨ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ, ﾂｨｰ ｨｨ09060ｨｨ0506, ｨｪｨ 0708ｨｨｨｬ0208, ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ06 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 06 ﾂ02ｨｪｨｹ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｪ07ｨｰｨｨ07 ｨｬ060005ｨ ｨ 04ｨｰｨｹ 08ｨ ｨｪｨ ｨｪｨ 0609ｨｪ ｨｪｨ ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02 06 ﾂ02ｨｪｨｹ ｨ ｨ 09ｨｰ08ｨ ｨｺｨｰｨｪ ｨｪ07ｨｰｨｨ ｨｰ0802ｨｰｨｹｨｨ0, ｨｪ02 ｨ ｨｦ ｨｪｨｺｨｨ 0902ｨｬｨ ｨｪｨｰｨｨ- ﾂ0209ｨｺ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ ｨｪｨ 0609ｨｪ ｨｮｨｰ02ｨｦ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｨ05ｨｨ ｨｺｨ ｨｺｨｨ0-05ｨｨｨ ｨｮ00ｨｨ0: 07060ｨｰ ｨｪｨｨ ｨｨ ｨｨ050609ｨｹ ｨｪｨ 0609ｨｪ ｨｨｨｪ02ｨｨ07ｨ 000ｨ ｨｪ02ｨｰ ﾂ02ｨｰ090208ｨｰ040, 0708ｨｨ0608ｨｨｨｰ02ｨｰ 06ｨｰ0ｨ 09ｨ ｨ ｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｮ, ｨｰ ｨｰｨｹ 09ｨｪｨ ﾂｨ 05ｨ ｨｹ, ｨｨ 05ｨｨ 07060ｨｰ ｨｪｨｨ ｨｰ ｨｨ05ｨｨ ｨｨｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｬｨｮ ｨｰ02ｨｺ09ｨｰｨｮ ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｨｨｬ0205ｨｨ 07060ｨｰ ｨｪｨｨ ｨ ｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02, ｨｰ ｨｺｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ: 0904ｨ ｨｨ08ｨ ｨｹ ｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ02, 07060ｨｰ ｨｪｨｨ ｨｺ06ｨｰ ｨｪｨ 0060ｨｨ050609ｨｹ ｨ 05ｨｨ ｨｺ ｨｨ ｨｮ02ｨｬ06ｨｬｨｮ ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｬｨｮ ｨｪｨｨ06. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪｨ ﾂｨｨｨｪｨ 07 08ｨ ｨ 06ｨｰ04 ｨｪｨ 0 ｨｪ060904ｨｬ ｨ ｨｨｨｰｨｬ06ｨｬ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｬ04 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 05ｨｨ ｨｪｨ ｨｪｨｨ02 ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 04ｨ 09 ﾂ02ｨｰ ｨ ｨ ｨｺｨｺｨｮ08ｨ ｨｰｨｪ ｨｮ ﾂ02ｨｰｨ ｨｨ00ｨｨｨｺｨｨ 07ｨｮｨｰ02ｨｦ ｨｬ02030ｨｮ 0706ｨｪ07ｨｰｨｨ07ｨｬｨｨ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ. 7. 0ｨ 09ｨｰ0806ｨｦｨｺｨ ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨ ｨｪｨｨｨｰｨｹ 05ｨｰｨ 0506ｨｪｨｪｨｮ06 08ｨ 04ｨｬ02ｨｰｨｺｨｮ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｰ0208ｨｬｨｨｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 05ｨｺ ｨｰｨ ｨｬｨｨ ｨ 0405ｨｨ ｨ ｨｪ04 05ｨｰｨ 0506ｨｪｨｪ ｨ ｨｦ0504, ｨ 09ｨｨ05ｨｹｨｪ06ｨｦ 08ｨ 04ｨｬ02ｨｰｨｺ06ｨｦ 04ｨｪｨ - ﾂ02ｨｪｨｨｨｦ ｨｮ ﾂ02ｨｪｨｨ07 05ｨｰｨ 0506ｨｪｨｪ040 00ｨ ｨｦ ｨｪｨｨ ｨ 0405ｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ ｨｮ06ｨｴｨｨ ｨｮ ﾂｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 (ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07) 05ｨｰｨ 0506ｨｪｨｪ06ｨｦ 08ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｨ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴ ｨ ｨｦ05ｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ04: ) 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨ ｨ 08ｨ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ06; 2) 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｪ02 ｨ ｨ 08ｨ ｨｪ06, ｨｨ 05ｨｰ06 ｨ ｨ 09ｨｨ05ｨｹｨｪ06; 3) 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨ ｨ 08ｨ ｨｪ06 ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06; 4) 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｪ02 ｨ ｨ 08ｨ ｨｪ06, ｨｨ 05ｨｰ06 ｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06; 5) 09ｨｨ09ｨｰ02ｨｬｨ 0904ｨ 08ｨ 05ｨ 060ｨｨｨｪ ｨｨ ｨ 09ｨｨ05ｨｹｨｪ040 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｨｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ 09ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 ), 2) ｨｨ 5). 00 ｨｺｨ - ﾂ0209ｨｰ ｨｪ0609ｨｪ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨｪｨｨ09ｨ 05ｨ 09ｨｹ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｺ06ｨｰ0608ｨ 07 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｺｨ ｨｺ 06ｨｰｨｪ060302ｨｪｨｨ02 ｨｬ02030ｨｮ ﾂｨｨ090506ｨｬ 0708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｨｨｦ ｨｨ ﾂｨｨ090506ｨｬ ｨｪｨｨｨｦ. ﾁｨｨ ｨｪｨｨｨｦ ｨC 05ｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｪ ｨｰ02ｨｺ09ｨｰ02 020ｨｨｨｪｨｨ02 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ, 06ｨｰｨｬ02 ﾂ02ｨｪｨｪ040 ｨｺｨ ｨｺ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0708ｨｨ ｨｰｨ ｨｪｨｨｨｨ 060ｨｪ ｨｨ ｨｰ ｨｰ02ｨｺ09ｨｰｨ 09 02ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｰ0204ｨ ｨｮ08ｨｮ0906ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｪ07ｨｰｨｹ, ｨｬ02ｨｪｨｹ0302, ﾂ02ｨｬ 0708ｨｨ ｨｰｨ ｨｪｨｨｨｨ 09 06ｨ ｨｲ02ｨｬ0506ｨｴｨｨｨｬ ｨｰ0204ｨ ｨｮ08ｨｮ0906ｨｬ 04ｨｮ ｨｰｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｮ06ｨｴｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ0804 ｨ ｨｨｨｰｨｬｨ : ｨC ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ ｨｨｨｪｨ ｨ, ｨｰ ｨｰｨｹ ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 0ｨ 0502ｨｺ ｨｪ06ｨｬ ｨｨ ｨｰ ｨｪｨ 0708ｨ ｨｪｨｨｨｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 06ｨｰｨｪ060302ｨｪｨｨｨｦ 06ｨｰ ｨｨ090060ｨｪ ｨｪ07ｨｰｨｨ07 ｨｬ0603ｨｪ06 ｨｨ09ｨｺｨ ｨｰｨｹ 07060ｨｰ ｨ 06ｨｴ ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ07ｨｰｨｨ07 ｨC 005ｨｨｨｪｨ ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ06ｨｦ ｨｺｨ 05ｨｹｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ0609; ｨC 09ｨｰ080602ｨｪｨｨ02 (09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ0602 ｨｨ05ｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨｬ ) ｨｨ 08ｨ 04ｨｬ ｨｺｨｪｨ 0506ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ; ｨC ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02: ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 05ｨｨ ｨｪ06ｨｬ 06ｨ ｨｲ02ｨｬ ｨｰ ｨｪｨｨ02 06ｨｰ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｰ0208ｨｬｨｨｨｪｨ ｨｨ 09ｨｪｨｨ03ｨ ｨｰｨｹ ｨｰ ｨｪｨｨ07 09 ｨｰｨ ｨｺｨｨ0 0905ｨｮ ﾂｨ 070, ｨｰ06 ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: 0904 ﾂｨｨｨｰｨ ｨｰｨｹ ｨ ｨ , 00205ｨｨｨｰｨｹ ｨｪｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｨ ｨｰ. 07.; ｨC 0202ｨｪｨ ｨ ｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨC ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 ｨ ｨ , ｨｮ ﾂ02ｨｪｨｪ ｨｰ 060ｨｪ ｨｨ ｨｰ ｨｰ ｨｪｨｨ07, ｨｬ02ｨｪｨｹ ｨ ｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02, ﾂ02ｨｬ ｨｺｨ 05ｨｹｨｪ06ｨｬ; ｨC ｨ 08ｨ 0405ｨｨ ﾂｨｪ ｨｨｨ ｨｮｨｰ02ｨｦ ｨｺｨ 05ｨｹｨｪ ｨｨ ｨ ｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ0609; ｨC ｨｨ ｨｨ00609 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ: 08-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ 00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ0208ｨｬｨｨｨｪ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｨ050609ｨｹ ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ 0 00ｨ 0402ｨｰ ｨｨ ｨｪｨ ｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06, 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨ ｨ 08ｨ ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 0ｨ ｨｰ ｨｺ ｨｺ02ｨｨｨｨ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ09ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ ( ｨ 0405ｨｨ ｨｮ0302ｨｪ04 00ｨ 0402ｨｰｨｪ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ, 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ 0904ｨ 08ｨ ｨｪｨｪ04ｨｬ 0ｨ ｨｰｨ ｨｬ. 0ｨ ｨ ｨ 0402ｨｰｨｪ040 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｪ0402 ｨｪ06ｨｬ0208ｨ 00ｨ 0402ｨｰ ｨｰｨｨ0703, ｨｬ0609ｨｰｨｨ03, ｨ 09ｨｨ09ｨｨｨｬｨ 07 00ｨ 0402ｨｰｨ 03, ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ ｨ 03004ｨｦ ｨｪ06ｨｬ ｨｨｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰｨｺ ｨｰｨ ｨｰ02ｨｦ ｨｪｨｨｨｦ 08ｨ 04ｨｬ ｨｰｨ ｨｰｨｹｨｨ 06ｨｺ ｨ. 05ｨ ｨｰ ｨ ｨｰ04 ｨ 0405ｨｨ ｨｰ04 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07 ｨｨ04 ｨｺ ｨｺ02ｨｨｨｨ ｨｪ ｨｰ02ｨｦ 08ｨｪ002ｨｺ09ｨ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0908ｨｮ ﾂｨｪｨｮ06 ｨ ｨ 04ｨｬ02 ﾂ02ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪ04ｨｬ ｨｪ06ｨｬ0208ｨ ｨｬ 00ｨ 0402ｨｰ ｨｰｨｨ0703, ｨ 09ｨｨ09ｨｨｨｬｨ 07 00ｨ 0402ｨｰｨ 03, ｨｬ0609ｨｰｨｨ03, ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ 03 06ｨｰ 9 ｨｪ0607ｨ ｨ, ｨ ｨｰｨ ｨｺ0302 ｨ ｨ 04ｨｬ02 ﾂ02ｨｪ06 30 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 04ｨ ｨｰｨｮ ｨ ｨｰｨｮ ｨｰｨｨ ｨｪ040 ｨｪ06ｨｬ ｨ ﾂｨｨ09ｨ 02ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨ02 ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 0706 ｨｺｨ 03006ｨｬｨｮ ｨｨ04 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｺｨ 04ｨ ｨｪ04 09 ｨｰｨ ｨ 05., N doc ｨC ﾂｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609, N amb ｨC ﾂｨｨ ｨｪｨｨｨｦ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ040 ｨｰ0208ｨｬｨｨｨｪ0609, P new ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0706 ｨｪ060906ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ, P 96 ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｰｨ 0806ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ ｨｺｨｮ07ｨｪｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 09ｨｨ09ｨｰ02ｨｬ ｨ 0408ｨ - 4

115 ｨｮｨｺｨ ｨｨ ﾂ, 02. C. ﾁｨｮｨｦｨｺ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ ( ｨｪｨｰ 0708ｨ 09ｨｨ05ｨｹｨｪ ｨｨｨｪ07ｨｰ ｨｪｨｨｨｦ) ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｰｨ 09ｨｨ05ｨ 73,37 % ｨｨ ｨ ｨｪｨ 6,7 % 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｮ ﾂ02ｨｪｨｪ06ｨｦ ｨｰｨ 0806ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ. 06ｨ ｨ 05ｨｨ02ｨ 0606 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 0706 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ｨｬ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ 0609ｨｰ06 ﾂｨｪｨｨｨｺ N doc N amb P new,% P 96, % ｨｰｨｨ ,23 72, ｨｬ0609ｨｰｨｨ ,89 73, ｨ 09ｨｨ09ｨｨｨｬｨ 07 00ｨ 0402ｨｰｨ ,4 66, ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ ,74 63,04 08ｨｪ002ｨｺ ｨｰｨｨ ,05 68, ,37 68,77 08ｨ ｨｺ ｨｨ ｨ 00ｨ ｨｹ, ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｨｨｦ ｨｰ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｮ0ｨ ｨｹ ｨｮ ﾂｨｨｨｰｨｹ ｨｪｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｺ060806ｨｰｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ 0 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｺ06ｨｰ060804ｨｦ ｨｰｨ 09ｨｨ05 ｨ % ｨｮ ﾂ02ｨｪｨｨ07 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ0209ｨｰｨｨ080609ｨ 05ｨｨ09ｨｹ 08ｨ 04ｨｪ0402 ｨｪｨ ｨ ｨ 08ｨ ｨｬ02ｨｰ ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨｪｨ ｨ 0608ｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｬ0603ｨｪ06 06ｨｰｨｪ0209ｨｰｨｨ ｨｮ06ｨｴｨｨ02 04ｨ ｨｺ06ｨｪ06ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｨ 0904ｨ 08ｨ ｨｪ04 08ｨ 04ｨｪ ｨｨ ｨ 04ｨｪ040 09ｨｨ00609 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ: 4 ｨ ｨ 0505ｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｨ 2 ｨ ｨ 0505ｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ. 06ｨ ｨｺ06ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｺｨ 04ｨｮ02ｨｬ04ｨｬ, ｨｺ0605ｨｹｨｺｨｮ 0708ｨｨ 00-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｪｨｮ06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ, ｨ 0708ｨｨ 08-ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ02-ｨｺ06ｨｪｨｰ08ｨ 0002ｨｪｨｰ ｨｪｨ 0060ｨｨｨｰ ｨｪ ｨｪ04 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｪｨｨ050609ｨｹ, ﾂｨｰ ｨｰ ｨｪｨｨ02 06ｨｰ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｰ0208ｨｬｨｨｨｪｨ ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 04ｨｪｨ ﾂｨｨｨｬ06 ｨｰｨ ｨｺ 0302, ｨｺｨ ｨｺ ｨｨ 06ｨｰ 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｰ0208ｨｬｨｨｨｪｨ. 06ｨｰｨ 04ｨ ｨｺ06ｨｪ06ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｪ02 ｨ 0405ｨ 06 ﾂ0209ｨｨ0ｨｪｨ, 0708ｨｨ 08ｨｮ ﾂｨｪ06ｨｬ ｨ ｨｪｨ 05ｨｨ0402 ｨ ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｬ02030ｨｮ 07ｨ 08ｨ ｨｬｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ040 ｨｰ0208ｨｬｨｨｨｪ0609 ｨｨｨｪ06000ｨ ｨｪｨｨｨｺｨ 06ｨｰ ｨｪ0402 ｨｺ ｨｨｨｨ, 0708ｨｨ ｨｴｨｨ02 ｨｺ 0904ｨ 0608ｨｮ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨ 06ｨｨ0 ｨｰ0208ｨｬｨｨｨｪ ｨ ｨｨ05ｨｮ ﾂ0302ｨｦ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨ 07 06ｨｺ080209ｨｰｨｪ0609ｨｰｨｹ 0506ｨｺｨ 05ｨｹｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｮ ﾂ02ｨｪ ｨｰ ｨｹ ｨｺｨ ｨｺ ｨｺｨ 05ｨｹｨｪ060006, ｨｰｨ ｨｺ ｨｨ ｨ ｨ 05ｨｹｨｪ ｨｮ080609ｨｪ07, ｨｰ ｨｰｨｹ 0708ｨｨ 0706ｨｨ09ｨｺ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 05ｨｨ04ｨｺｨｨ0 ｨｰ0208ｨｬｨｨｨｪ ｨｪ02ｨｬ 05ｨｮ ﾂ0302 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺｨ ｨｺ 07060ｨｰ ｨｪｨｨ ｨｪ07ｨｰｨｨ07, 06ｨｰ09ｨｰ0607ｨｴｨｨ02 06ｨｰ 0706ｨｪ07ｨｰｨｨｨｦ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｬｨｮ ｨ 0302ｨｪｨｨ06, 06ｨ ｨｴｨ ｨｨｨｪｨ 07ｨｮｨｰｨｨ ｨｪ02 ｨ ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｰｨｨ ｨｨｨ ｨｪｨ ｨｨ0ｨｮ003ｨｨｨｬｨｨ03, ｨｮ- ﾂｨｨ0903ｨｨｨｬｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0402 ｨ ｨ ｨｰ08ｨ 00ｨ, 06ｨｺｨ 04ｨ 05ｨｨ09ｨｹ ｨｨｨ 04 ｨｰｨｨ07ｨ : 09ｨｨ _0706ｨｪ07ｨｰｨｨ02 ｨC ｨｪ07ｨｰｨｨ02 ｨC 09ｨｨ ｨｪ07ｨｰｨｨ02_2, ﾂｨｰ ｨｨ0ｨ ｨｹ, ｨ ｨｰｨ ｨｺ ｨｨｨ -09ｨｪｨｨ04ｨｮ ｨｰｨｨ07ｨ : ｨｪ07ｨｰｨｨ02_ ｨC 09ｨｨ ｨｪ07ｨｰｨｨ02 ｨC ｨｪ07ｨｰｨｨ02_ ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬ0609, ｨｨ ｨｪｨｪ ｨｰｨ ｨ 05., ｨｪｨｮ03ｨｪ ﾂ0208ｨｺｨｪｨｮｨｰｨｹ 09ｨ 03ｨｪ ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ ｨ ｨｮ08ｨｮ ｨｨｨｰ ｨｬｨｪ ｨｪ0604ｨｪｨ ﾂｨｪ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨｰｨ 09 ｨｺ06ｨｰ ｨｰ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬｨｨｨｪｨｨ09ｨｰ08 06ｨ ｨｪ04, ｨｮ ｨｪ , ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｦ 06ｨｰ07ｨｮ09ｨｺ. 0308ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｰ02ｨｺ09ｨｰｨ 05ｨｰｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ ｨ 0ｨ 06ｨｰ 09ｨｪｨｮｨｰ08ｨｹ ｨｬｨｪ ｨｪ040 ｨｰ0208ｨｬｨｨｨｪ0609 ｨｨ 04ｨ 0ｨ ﾂｨ 08ｨ ｨｪｨｨ07 ｨｨ0 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪ ｨｪｨｨｨｺｨ 02ｨｰ ｨｨ ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ ｨｪ02 ｨ , ｨｰ ｨｨ ｨｹ ｨ 04 08ｨ ｨ ｨｰｨｹ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 05ｨｰｨｨ ｨ ｨｨｨｰｨｬｨｨ ﾂ0209ｨｺｨｨ ﾂｨｨｨｰｨ ｨｪ06, ﾂｨｰ ｨｨ ｨｮ ﾂ0209ｨｰｨｹ ｨｰ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨ, ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｺ06ｨｰ ｨｪｨｨｨｬｨ 02ｨｰ ｨ 09 ﾂ02ｨｰ 06ｨ ｨｲ02ｨｬ0506ｨｴｨｨ ﾂ02ｨｰｨ ｨｪｨｨｨｦ, ｨｰ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｺ06ｨｬ070502ｨｺ09ｨ 00ｨｬｨｪ ｨｪ0402 ｨｰ0208ｨｬｨｨｨｪ04 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ + ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨｨ ｨ ｨ ｨｪ02ｨｬ ｨｪｨ 5 %. 06ｨ ｨｺ0302 ｨｬ04 ｨｨ ｨ 05ｨｨ , ｨｪｨ 09ｨｺ0605ｨｹｨｺ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ﾂｨ 09ｨｰ06ｨｰｨｪ0609ｨｰｨｨ ｨｬｨｪ ｨｪｨ ﾂｨｪ06ｨｦ 020ｨｨｨｪｨｨ ｨｰ02ｨｺ09ｨｰ ｨ ｨｪｨ ｨｨｨｪｨｰ ｨｪｨ 07 ｨｺ ｨｨ07, ﾂｨｰ06 08ｨ ｨｪｨｨ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ , 0909ｨｰ0802ｨｰｨｨ0903ｨｨ ｨｰ02ｨｺ09ｨｰ02 060ｨｨｨｪ 08ｨ 04, ｨｺ ｨｺ02ｨｨ070 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｪｨｰ0609 ｨｪｨｨ0302, ﾂ02ｨｬ ｨｬ 0706 ｨｺ ｨｺ02ｨｨｨｨ. 06ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ ｨ 0605ｨｹ0302ｨｦ ﾂｨ 09ｨｰ06ｨｰｨｪ0609ｨｰｨｹ , ﾂ02ｨｬ 0708ｨｨ ｨｪｨｪｨ ｨｰｨ ｨ 05ｨｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 04ｨ ｨ 0 ｨｨ ｨ ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｮ ｨｺｨｰ ｨｪ ｨ ｨｨｨｰｨｬｨ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｺ060806ｨｰｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ0609, ｨｬ ｨ 05ｨｨ ｨｪ02ｨ 0605ｨｹ03ｨｮ06 ｨｺ ｨｺ02ｨｨ ｨｨｨｪｨｪ040 04ｨ ｨ 05ｨ 09ｨｰｨｨ 0708ｨ 09ｨ ｨｨ04 ｨｺ ｨｺ02ｨｨｨｨ legal [5], ｨｪｨ 0708ｨｨｨｬ0208, ｨｰｨ ｨｺｨｨ0 ｨｺｨ ｨｺ ｨｺ06ｨｬ0702ｨｪ09ｨ 02ｨｨ ｨｪ ｨｪｨ ｨ 0708ｨｨ 0708ｨｨ06ｨ 0802ｨｰ02ｨｪｨｨｨｨ ｨｪ02009ｨｨ03ｨｨｨｬ0609ｨｰｨｨ ｨｰ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 08ｨ ｨｪｨｨ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ0208ｨｬｨｨｨｪ ｨ ｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｨ ﾂ0209ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ 00609ｨｰｨｨ ｨｨ ﾂｨｨｨｪ04 82,02 %, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪ ｨ ｨｨｨｰｨｬｨ ｨｰｨ ｨ ｨｨ ﾂｨｨｨｪｨｮ 48,3 % ｨｰｨ ｨｺ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ0804 ｨ ｨｨｨｰｨｬｨ ｨｪｨ 09ｨｰ08ｨ ｨｨ09ｨ 05ｨｨ09ｨｹ 06ｨｰ00205ｨｹｨｪ06. 03ｨ 08ｨ ｨｬ02ｨｰ0804, ｨｪｨ ｨｺ06ｨｰ ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ04 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ ｨｺ02ｨｨｨｨ 04ｨ , 06ｨｺｨ 04ｨ 05ｨｨ09ｨｹ ｨｪｨｪ06 ｨｨｨｪ04ｨｬｨｨ, ﾂ02ｨｬ ｨｺ ｨｺ02ｨｨｨｨ 09ｨｰｨ ｨｰ02ｨｦ: 05ｨｰ06 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｨ ﾂｨｨｨｪ ｨｹ0209 ｨC 7 03ｨ , ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｨ ｨ 06ｨｨ0 09ｨｨ00609 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｪ ｨｨｨ ｨ ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ090205ｨｨ ｨｺ ｨｬ040905ｨｨ, ﾂｨｰ06 ｨｬ0603ｨｪ ｨ ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｨｨｰｨｬｨ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 005ｨｨｨｪ04 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｰ02ｨｺ09ｨｰｨ ｨｪ ｨｮ06ｨｴｨｨｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ: ｨｰｨ 0302 ｨｰ0209ｨｰ0609ｨ 07 ｨｺ ｨｺ02ｨｨ07 09ｨｰｨ ｨｰ02ｨｦ (07. 7.) ｨ 0405ｨ 08ｨ ｨｪｨ ｨｪｨ 0707ｨｰｨｹ 07060ｨｺ ｨｺ02ｨｨｨｦ ｨｨ ﾂｨｨｨｪ02 ｨｰ02ｨｺ09ｨｰ ｨｰｨ 05ｨｨ09ｨｹ ｨ 08ｨ ｨｰｨｹ 05ｨｮ ﾂ03ｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨ 03006ｨｦ 0008ｨｮ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ ｨｨｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ06 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪ0609ｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｪｨ ｨｺ ｨｰ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ﾂ02ｨｰｨｺ06ｨｦ ｨｺ ｨｨｨｨ, ｨｴ02ｨｦ 0802ｨ 05ｨｨ040609ｨ ｨｰｨｹ 09ｨ ｨｬ06ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｮ 07ｨ 08ｨ ｨｬ02ｨｰ080609, ｨｪ02 ｨ ｨｪ ｨｮ0707ｨ 09ｨ ｨｬ040 ｨｺ060806ｨｰｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｰ02ｨｦ 0ｨ 09ｨ 05ｨ ｨｪ020603ｨｨ0ｨ ｨｪｨｪ06 ｨｪｨｨ04ｨｺｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, 0708ｨｨ ﾂ02ｨｬ 05ｨｮ ﾂ03ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨC 7,02 % ｨ ｨｮ ﾂ02ｨｪ ｨｪｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ 0 ｨ ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ ｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ﾂ02ｨｬ ｨｺ 05ｨｮ ﾂ03ｨｨｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ, ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03, ｨ ｨｰ

116 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰｨ ｨｰｨｹｨｨ ｨｨ04 00ｨ 0402ｨｰ ｨｰｨｨ0703, ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ 03, ｨ 09ｨｨ09ｨｨｨｬｨ 07 00ｨ 0402ｨｰｨ 03, ｨｬ0609ｨｰｨｨ ｨｨ- ﾂ0209ｨｰ0906 ｨｬｨｪ ｨｪｨ ﾂｨｪ ｨｨｨｪｨｨ02 ｨC ｨｪｨｹ03ｨｨｨｦ 06ｨ ｨｲ02ｨｬ ｨｺ ｨｺ02ｨｨｨｨ 06ｨ ｨｲ0709ｨｪ0702ｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨ 0605ｨｹ03ｨｨｨｬｨｨ ｨｰ08ｨｮ00604ｨ ｨｰ08ｨ ｨｰｨ ｨｬｨｨ ｨｰ0609ｨｺ02 05ｨｰｨ 0506ｨｪｨｪ06ｨｦ 08ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｮ ﾂ02ｨｪｨｪｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪ ｨ ｨｨｨｰｨｬｨ 57,4 %, 09 ｨｮ ﾂ02ｨｰ06ｨｬ 08ｨ ｨｪｨｨ07 04ｨ 09 ﾂ02ｨｰ ｨ 0ｨ ｨｪｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ0902 ｨC 63,4 % ｨｮ ﾂ ｨｪｨ ｨ 0608ｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｪｨ ｨ 0605ｨｹ03ｨ ｨｨ ﾂｨｨｨｪｨ 06ｨｺｨｪｨ ｨC ｨｨ ｨｹ04ｨｮ02ｨｰ0907 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨｺｨｪ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ, 0706ｨｺｨ 04ｨ ｨｪｨｪｨ ｨ 05ｨｨ040609ｨ ｨｪｨｪ04ｨｬ ｨ ｨｨｨｰｨｬ06ｨｬ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03, ｨｪ02 ｨｨ ｨｹ04ｨｮ06ｨｴｨ 07 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ ｨｺ060807ｨｮ09ｨ, 0708ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 08ｨ ｨ 06ｨｰ04 05ｨｮ ﾂ03ｨｨ0 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ SENSEVAL ｨｮ ﾂｨｨ05ｨｨ 05ｨｰ06ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0204 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨ070, ｨ 0204 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ ｨｺ060807ｨｮ09ｨ ｨｨ ｨｰ.07. 0ｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｦ ｨｨ ｨｰｨｪ04ｨｦ ｨ 09ｨｰ0608ｨ ｨｬ ｨ ｨｨｨｰｨｬ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ ｨｰ0605ｨｹｨｺ06 WordNet, ｨｨｨｬ0202ｨｰ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨC 50,89 % ｨｪｨ 0ｨ ｨｪｨｪ040 SENSEVAL-3 ( ｨｬｨｪｨｨｨｬ 02ｨｴ % 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨC 09ｨｬ ). 020ｨｪｨ ｨｺ ｨｰｨ ｨｰ0907, ﾂｨｰ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ 03 0ｨ ｨｮ ﾂ03ｨｨ0 ｨｬ02ｨｰ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ070 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨｪ060904ｨｦ ｨ ｨｨｨｰｨｬ 08ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ, ｨｪ02 ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ ｨ 0ｨ ﾂｨｨ ｨ ｨｰ02ｨｺ09ｨｰｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨｰｨ 09ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 05ｨｮ ﾂ03ｨｨ0 09ｨｨ09ｨｰ02ｨｬ, 00609ｨｰｨｨ00ｨ 02ｨｬ040 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ040 ｨｺ060807ｨｮ ｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ. 020ｨｪｨ ｨｺ ｨｰｨｨ00ｨｪｨｮｨｰ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪｨｨ070 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ ｨ ｨｪｨｨ02ｨｬ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ06 008ｨｮ00ｨ ｨｰｨｨ00ｨｪｨｮｨｰ04 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨ ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨｪｨｨ07 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ. 06ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｮ090205ｨｨ ﾂ02ｨｪ04 04ｨ 09 ﾂ02ｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (ｨｪｨ 0708ｨｨｨｬ0208, 06 09ｨ ｨｬ06ｨｬ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ, ｨｺ06ｨｰ ｨｬ0603ｨｪ ｨ ｨｨ08ｨ ｨｰｨｹ 0708ｨｨ ｨｨ ﾂｨｨｨｪｨ ｨｪｨｺｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨｨ ｨｨ05ｨｨ ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ ｨｬ) ｨｰ06ｨｬｨｮ, ｨｪｨ ｨｪｨ , ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ04ｨｬ 08ｨ 0409ｨｨｨｰｨｨ02 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨｬ02ｨｰ , ﾂ02ｨｰｨ 06ｨｴｨｨ ｨｪ0402 ｨｬ02ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ 0706 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 0706ｨｪ07ｨｰｨｨｨｦｨｪ04ｨｬ ｨｮ0809ｨ ｨｬ ｨｰｨ ｨｺｨｨｨｬ, ｨｺｨ ｨｺ ｨｰ0204ｨ ｨｮ08ｨｮ0904 ｨｨ 06ｨｪｨｰ ｨｨｨｨ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨ 05ｨ 00060ｨ 0807ｨｰ ｨ ｨ, ｨｨ09ｨ ｨｪ0609ｨｮ, ｨｨ ｨ, ｨ ｨｰｨ ｨｮ, ｨｰ0208ｨｪ0609ｨ 04ｨ 09ｨｺ05ｨ ｨｪｨｨ02 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 0ｨ 05ｨｹ070208ｨｨｨｪ ｨｺ09ｨｰ ｨｺｨ ｨｺ 06ｨ ｨｲ02ｨｺｨｰ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｨ ｨ ｨｪｨｨ07 / ｨ 05ｨｹ070208ｨｨｨｪ. ｨC 00.: 0ｨ ｨｮｨｺｨ, 98. [2] 09ｨｮｨｺｨ ｨｨ ﾂ ｨ ｨｪｨｨ02 ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｰ0208ｨｬｨｨｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 / ｨｮｨｺｨ ｨｨ ﾂ // ｨｬ02030ｨｮｨｪｨ ｨｬｨｨｨｪｨ 08ｨ 02ｨｨｨ ｯ96. ｨC 00., 996. C. 42ｨC46. [3] 09ｨｮｨｺｨ ｨｨ ﾂ , 0206ｨ ｨ ｨｮ08ｨｮ09 08ｨｮ0909ｨｺ ｨｺｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨ 0605ｨｹ03ｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ / ｨｮｨｺｨ ｨｨ ﾂ, ｨ // 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ: ｨｮｨｪｨ ｨｬｨｨｨｪｨ 08ｨ 02ｨｨｨ ｯ ｨ 08ｨｨｨｪｨｹ07ｨｪｨｨ. ｨC 00.: 0ｨ ｨｮｨｺｨ, ｨC ｨC346. [4] 09ｨｮｨｺｨ ｨｨ ﾂ , 0206ｨ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ. 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ / ｨｮｨｺｨ ｨｨ ﾂ, ｨ // ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ ｨｨｨ (0902ｨｺｨ , 30 ｨｬｨ 07 ｨC 3 ｨｨ06ｨｪ ). ｨC 00.: 0ｨ ｨｮｨｺｨ, ｨC ｨC406. [5] ｨｮ004 ｨｰ0802ｨｰｨｹ ｨｨｨｦ09ｨｺ ｨｬｨｨｨｪｨ 08ｨ ｨC 05ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ0800: ｨｨｨｬｨｨｨｨ 0507ｨ 007, ｨC [6] Galley M., McKeown K. Improving word sense disambiguation in lexical chaining / M. Galley, K. McKeown // IJCAI [7] Hirst G., St-Onge D. Lexical Chains as representation of context for the detection and correction malapropisms. / G. Hirst, D. St-Onge // C. Fellbaum, editor, WordNet: An electronic lexical database and some of its applications. Cambrige, MA: The MIT Press, 997. [8] Jiang J., Conrath D. Semantic similarity based on corpus statistics and lexical taxonomy / J. Jiang, D. Conrath // COLING 997. [9] Kilgarriff A., Rosenzweig J. Framework and Results for English SENSEVAL / A. Kilgarriff, J. Rosenzweig. // Computers and the Humanities, V. 34. P. 5ｨC48. [0] Leacock C., Chodorow M. Combining local context and WordNet similarity for word sense identification / C. Leacock, M. Chodorow // WordNet: An electronic lexical database. The MIT Press, 998. [] Magnini B., Cavaglia G. Integrating Subject Field Codes into WordNet / B. Magnini, G. Cavaglia // Proceedings of the Second International Conference on Language Resources and Evaluation LREC 2000, Athens, Greece, [2] Mihalcea R., Tarau P., Figa E. PageRank on Semantic Networks, with application to Word Sense Disambiguation / R. Mihalcea, P. Tarau, E. Figa // Proceedings of The 20st International Conference on Computational Linguistics (COLING 2004), Switzerland, Geneva, August [3] Miller G. Nouns in WordNet // WordNet ｨC An Electronic Lexical Database / 05. Fellbaum (ed.). The MIT Press ｨC47. [4] Resnik P. Using information content to evaluate semantic similarity / P. Resnik // IJCAI 995. [5] Snyder B., Palmer M. The English all-words task / B. Snyder, M. Palmer // Proceedings of SENSEVAL-3. Third International workshop on the Evaluation of Systems for the Semantic Analysis of Texts P. 4ｨC43. [6] Vossen P., Rigau G., Alegria I., Agirre E., Farwell D., Fuentes M. Meaningful results for Information Retrieval in the MEANING project / P. Vossen, G. Rigau, I. Alegria, E. Agirre, D. Farwell, M. Fuentes //Proceedings of Third International WordNet Conference,

117 ｨｮｨｺｨ ｨｨ ﾂ, 02. C. ﾁｨｮｨｦｨｺ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ Thesaurus-based Word Sense Disambiguation Loukachevitch N., Chuiko D. In the paper we describe a new method for word-sense disambiguation based on the Thesaurus of Russian Language RuThes. We evaluated precision of the algorithm for the 00allwords03 task and the task of thematic-oriented word-sense disambiguation. For the 00all-words03 task the precision of our algorithm, which does not use sense-tagged corpora, is comparable with the results of the best systems of the specialized conference SENSEVAL-3. However the level of the precision for the 00allwords03 task is not enough for the use in information-retrieval applications. For the task of thematic-oriented word-sense disambiguation the precision is much higher. Therefore it could be perspective to develop hybrid information-retrieval methods combining word-based techniques for all words and concept-based techniques for processing of thematic words and terms based on domain-specific thesauri or ontologies. 7

118 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ 0502 ｨｬｨ 0909ｨｨ09ｨ ｨｪ ｨ 08ｨｪ ｨｬ ｨｺｨ ｨｨ ﾂｨｨｨｪｨ 09ｨ ｨ 08ｨｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ 08ｨｪ ｨｬ04 ｨC 020ｨｨｨｪｨｨ0204 ｨｰ02ｨｺ09ｨｰｨ, 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨ ｨ ｨｬｨｬ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨC ｨｰｨ ｨｰ ｨ 0502ｨｬｨｮ ｨｺｨ ｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 0809ｨｨｨｪ00ｨ ｨｰ02ｨｺ09ｨｰｨ, ｨｰｨ ｨｺ ｨｨ ｨ ｨｪｨｨ ｨ 0802ｨｦ, 0609ｨｪ0609ｨ ｨｪｨｪ040 ｨｪｨ ｨｰ02ｨｺ09ｨｰ ｨｺ060807ｨｮ09ｨ ｨｨｨｰｨｬ ｨｨ0 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 06ｨ ｨｲ020ｨｨｨｪ0702ｨｰ ｨｪ ｨ 08ｨｪ ｨｬ04 09 ｨｺ05ｨ 09ｨｰ020804, ｨｺ06ｨｰ060804ｨｬ ｨｰｨ ｨｰ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 06 ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ, ｨｨ090060ｨｪ06ｨｦ ｨｬ02 ｨｨ 008ｨｮ00ｨｨ0 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｺ0902ｨｬ ｨｮ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｪｨｨ02 ｨｬｨｪ ｨｰ09ｨ 00ｨｨ0706ｨｰ ｨｺｨ 03006ｨｦ ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｬ ｨｹ06 08ｨｮ0909ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ 05ｨｨ04ｨｪ07ｨｺｨ ｨｨ 0904ｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ ｨｨｨ ｨｰｨｪ06ｨｦ ｨｰ06ｨｦ, ｨｺ06ｨｰ0608ｨ 07 ﾂｨ ｨｴ ｨｰ ｨｰ ｨ 04ｨ 0608ｨ 0 008ｨｮ00ｨｨ ｨｬ ｨｬｨ 0909ｨｨ09ｨ ｨｪｨｺｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬｨ ｨｨ05ｨ 09ｨｹ ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ ｨｪｨｨｨｺｨ 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｺ060807ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨ 04ｨ ｨｬ 08ｨｪ002ｨｺ09ｨ ｨｪｨｨ02 ｨｨ 06ｨ ｨｺ0506 ﾂ020906ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｮ ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ050708ｨｪ040 ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨ ｨｬｨｬ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 08ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ0609 (Mystem, Dialing, Starling ｨｨ 008.) 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｬ06ｨｴｨｹ ｨｰ080602ｨｪｨｪ ｨｪｨｨ0 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｺ0602 ｨｬ0209ｨｰ06 ｨｰｨ ｨｺｨｨ0 09ｨｨ09ｨｰ02ｨｬ ｨC ｨｪ ｨ 08ｨｪ ｨｬ04, 0ｨ ｨｪｨｪ ｨｺ06ｨｰ ｨ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ, ｨｪ06 ｨｺ06ｨｰ , ｨｰ02ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨｰ ｨ ｨｬｨｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｪｨｨ0 00ｨ ｨｬｨｨ05ｨｨｨｨ, ｨｨｨｬ02ｨｪｨ, ｨｰ060706ｨｪｨｨｨｬ04 ｨｨ 008ｨｮ00ｨｨ02 ｨｨｨｬ02ｨｪｨ 0906ｨ 09ｨｰ0902ｨｪｨｪ0402, ｨｰ0208ｨｬｨｨｨｪ04, 04ｨ ｨｨｨｬ09ｨｰ090609ｨ ｨｪｨｨ07 ｨｨ ﾂｨｨ02 ｨｪ ｨｨ04ｨｬ04, 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨ07, ﾂｨ ｨｰｨｺｨｨ ｨｨ ｨｰ ｨ ｨｪｨｨ04ｨｬ 08ｨ ｨ 06ｨｰ04 ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｺｨ ｨｺ 0708ｨ 09ｨｨ ｨｮ09ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｪｨｨ ｨ 00ｨｨ0706ｨｰ ｨ ｨｨ090060ｨｪ06ｨｦ ｨｬ02 ｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 0 05ｨｰｨｨ ｨｬ [, 2, 3]. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0708ｨｨ 05ｨｰ06ｨｬ 07ｨ 0ｨ 02ｨｰ. 02ｨｮｨｪｨ ｨｮｨｪｨ 0209=S ｭ; 02ｨｮｨｪｨ 020ｨ ｨｰｨｹ=V ｭ; 02ｨｮｨｪｨ ｨｦ=S ｭ ｨｺ06ｨｬｨｬｨ ｨｪ00609 ｨｺ06ｨｬｨｬｨ ｨｪ ｨｦ=A ｭ 09ｨ 002ｨｪｨｮ 09ｨ 00209ｨ ｨｰｨｹ=V ｭ; 09ｨ 002ｨｪｨ =S ｭ 06ｨ 05ｨｨｨ ｨ ｨｪｨ 06ｨ 05ｨｨｨ ｨ ｨｪ=S ｭ; 06ｨ 05ｨｨｨ ｨ ｨｪｨｪ04ｨｦ=A ｭ; 06ｨ 05ｨｨｨ ｨ ｨｪ04ｨｦ=A ｭ ｨｰ0607ｨｪｨｨ06 ｨｪｨ 07ｨｪ09ｨ 08ｨｹ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨｬ02- ﾂ02ｨｪｨｪ04ｨｦ ｨｺ060807ｨｮ09 06ｨｺ. 35 ｨｬ05ｨｪ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ, 07ｨ Mystem, 0909ｨｰ080602ｨｪｨｪ04ｨｦ ｨ 08ｨｹ 80ｨC90 ｨｰ ｨｬｨｬ ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺ02 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｺ060807ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ, 09 ｨｺ06ｨｰ060806ｨｬ ｨｪ ｨ 08ｨｪ ｨｬ02ｨｪｨｰ04 ｨｬｨ 08ｨｺｨｨ080609ｨ ｨｪ ｨ 04ｨｬ 06ｨ 08ｨ 0406ｨｬ, 05ｨｰｨｨ ｨｬ ｨｰｨ ｨｰ ｨｺｨ 3 % 06ｨ ｨｴ ﾂｨｨ0905ｨ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ ｨｰ0409. ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｺ0902ｨｬ ｨｪｨ ｨｪ ｨ 08ｨｪ ｨｨ0060ｨｨｨｰ % ｨｪ06ｨｬ ｨｺ06ｨｪｨｺ06080ｨ ｨｪ ｨｬ ｨ 08ｨｪ0402 ｨｨ ｨｪ ｨ 08ｨｪ ｨｬ ｨｰｨｪ060907ｨｰ0907 ｨｺｨ ｨｺ 55 ｨｨ 45 %. 08ｨｪｨ ｨｨ ﾂｨｪｨ ｨｨ07 (56,4 ｨｨ 44,4 %) ｨｪｨ ｨ 05060ｨ 02ｨｰ ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ ｨ ｨｬ 08ｨｪ002ｨｺ09ｨ, 08ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ06ｨｬ ｨｰ02ｨｬ 0302 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｪ ｨ 08ｨｪ ｨ ｨC 05ｨｰ06 09ｨ 03ｨｪ04ｨｦ ｨｬｨ ｨｰ0208ｨｨｨ 05 ｨｺｨ ｨｺ ｨｨｨｪ0009ｨｨ09ｨｰ0609-ｨｰ ｨｰｨｨｨｺ0609, ｨｰｨ ｨｺ ｨｨ ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺ ｨｨｨｺ05ｨ 0ｨｪ040 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮｨｺｨｰ0609, ｨｰｨ 09ｨｨｨｰ020502ｨｦ 06ｨｪｨｰ ｨｨｨｦ ｨｨ IR-09ｨｨ09ｨｰ02ｨｬ ｨｺ09ｨｨｨｺ060008ｨ 00ｨｨｨｨ 05ｨｰｨｨ ｨ 0905ｨｮ03ｨ ｨｰ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ06ｨｬ ｨ 0802ｨｦ ｨｪ ｨｨ04ｨｬ0609, ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08, ｨｰ0208ｨｬｨｨｨｪ0609, ｨｨｨｪ0609ｨｰ08ｨ ｨｪｨｪ , ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨｪｨ 0409ｨ ｨｪｨｨｨｦ, ｨｨｨｬ02ｨｪ ｨｨ 00ｨ ｨｬｨｨ05ｨｨｨｦ, ｨ ｨｰｨ ｨｺ ｨｪ02ｨｪｨｨ07 ｨｮ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨ 0802ｨｦ. 02ｨｰ00205ｨｹｨｪｨ 07 06ｨ 05ｨ 09ｨｰｨｹ ｨｪ ｨ 08ｨｪ ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ ｨC 05ｨｰ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰｨ 0 ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｬ04 09ｨｺ0506ｨｪ02ｨｪｨｨ07 ｨｨ ｨｪｨｨ07, ｨｺ06ｨｰ ｨｪ04 ｨｰ02ｨｬ ｨｨ05ｨｨ ｨｨｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨ 04ｨｰｨｹ ｨｮ ﾂｨｰ02ｨｪ ｨｨ ﾂ0209ｨｺ06ｨｬ ｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨ ｨｺ0605ｨｹｨｺｨｮ ｨ ｨ ｨｪ04 ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ ｨｦ 0609ｨｪ0609ｨｪ06ｨｦ ｨｬ02, ｨｰ ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｦ 0502ｨｺ09ｨｨｨｺ060008ｨ 00ｨｨｨｨ ｨｮ0909ｨｺ ｨｺｨ 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ ｨ 09ｨｨ05ｨｹｨｪｨ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｬ ｨｨ ｨｪｨｨ ｨｬ 060ｨｪ06ｨｦ 0502ｨｬｨｬ ｨｨｨｪ06. 0ｨ 09ｨｺ0605ｨｹｨｺ06 ｨｪｨ ｨｬ ｨｨ ｨｰｨｪ06, 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ0402 ｨｬｨｮ05ｨｹｨｰｨｨ ﾂｨｪ ｨｨ09ｨｰ02ｨｬ ｨｰｨ ｨｪｨｨ ｨ 0802ｨｦ (0908. IDM Dictionary Production System ( TshwaneLex ( tshwanedje.com/tshwanelex/) ｨｪ ｨ 00ｨ 06ｨｰ ｨｰｨ ｨｺ06ｨｦ ｨｨｨｨ, ｨｺｨ ｨｺ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｺ06ｨｬ07ｨｨ050702ｨｨ ｨｺ0902ｨｬ, ｨｨ09ｨ 07 05ｨｨ03ｨｹ ｨｰｨｨ080609ｨｺｨｮ 0706 ｨｪｨ ﾂｨ 05ｨｮ ｨｨ ｨｺ06ｨｪ02ｨｮ ｨ. 0002ｨｰ06004 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨｪｨｨｨｺｨ ｨｪｨ ﾂｨ 05ｨｨ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ ｨｰｨｹ ｨｨｨｪ [4, 5, 6]. 00 [7] 0607ｨｨ09ｨ ｨｪｨ ｨｮ08ｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪｨ 0609ｨｪ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 c 08ｨｮ ﾂｨｪ06ｨｦ ｨｰｨｺ ｨｺ02ｨｨ02ｨｦ, ｨｪｨ ﾂｨ 05ｨｹｨｪ06 ｨｰ0209ｨｰｨｨ080609ｨ ｨｦ0907 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｬｨ ｨｰ0208ｨｨｨ 0502 (ｨｬ ｨｹ 05ｨｬ ﾍ2 0602ｨｺ09ｨｰ). 0208ｨｮ0006ｨｦ, ｨ 08ｨｪ ｨｨ02ｨｪｨｰ080609ｨ ｨｪｨｪ04ｨｦ ｨC ｨｪｨｨ02 00ｨｨ0706ｨｰ ｨｪ ｨ 08ｨｪ ; ｨｰｨ ｨｺｨｨ02 ｨｬ060ｨｮ05ｨｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｬｨｪ0600ｨｨ0 ｨｨ ｨｰｨｪ040 08ｨｮ0909ｨｺｨｨ0 ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ 0 (09ｨｬ ) ｨｬｨ ｨｨ0 08ｨ ｨ 06ｨｰ04 ｨｰｨ ｨｺ0609ｨ : ｨ 02ｨｰ ｨｪ0602 ｨｬｨｪ ｨｰ ｨｬ, ｨｺｨ ｨ 02ｨｬ ｨ 09ｨｰ0902ｨｪｨｪ04ｨｬ ｨ 0802ｨｬ; 04ｨ ｨｰ02ｨｬ, 0909ｨｰ0802 ﾂｨ ｨｰ02ｨｺ09ｨｰ ｨｬｨｮ, ｨｪ ｨｴｨｮ ｨｰ06 ｨｬｨｪ ｨｰ0906, ｨ ｨｬｨｬｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｰ ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨ 08ｨｪ04ｨｬｨｨ ｨｬｨ ｨｬｨｨ ｨｨ 0708ｨｨ07ｨｨ090409ｨ 02ｨｰ 02ｨｦ ｨ ｨｪｨ ｨｨ ﾂｨｪｨｮ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ﾂｨｨ0905ｨ 08ｨ 04ｨ ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｪ02ｨｺ06ｨｰ ｨｨ09ｨｰｨｨｨｺｨｨ, ｨｰｨ ｨｺｨｨ02 ｨｺｨ ｨｺ 0708ｨｨ07ｨｨ090409ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ040 00ｨｨ0706ｨｰ ｨｪ0209ｨｺ0506ｨｪ0702ｨｬ06ｨｦ ｨｬ02, ｨｮ0ｨ 0502ｨｪｨｨ02 ｨｨ05ｨｨ 0706ｨｪｨｨ0302ｨｪｨｨ ｨ ｨｪ ｨｨ0706ｨｰ ｨｺｨｨｨｬｨｨ ｨｨ ｨｪ ｨｮｨｺｨｰｨｨ09ｨｪ04ｨｬｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ 08ｨ 04ｨ 0608ｨ ｨｬｨｨ, ｨｮ0ｨ 0502ｨｪｨｨ02 00ｨｨ0706ｨｰ0204 8

119 ｨｺｨ 07, ｨｨ ﾂｨｨｨｪｨ 09ｨ, ｨ 08ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪ ｨ 08ｨｪ ｨｬ ｨ ｨ 09ｨｪ06ｨｦ ｨｪ060902, 0708ｨｨ0608ｨｨｨｰ02ｨｰ 00ｨｨ0706ｨｰ ｨ ｨｬ04ｨｬ 005ｨｨｨｪｨｪ04ｨｬ 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02ｨｬ ｨｨ 008. [2, 3, 8, 9, 0]. 002ｨｮ006ｨ 09ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ003 ｨｬ060ｨｮ0502ｨｦ ｨｮ06ｨｴ02ｨｬ 08ｨｮ ﾂｨｪ06ｨｬ ｨｰ08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨｨｨ ｨｪｨｨｨｺｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ ｨｪ06ｨｦ ｨｪ ｨ 08ｨｪ06ｨｦ ｨｬ ｨ 02ｨｰ ｨｪ02ｨｬ ｨｰ08ｨｨ 00ｨｨ0706ｨｰ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 04ｨ 0608ｨ [2], ｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｬ ｨｬｨｬ04 0ｨ 0502ｨｺｨ 06ｨｰ ｨ ｨ ｨｰｨ. 0ｨ ｨ 09ｨｰ0902ｨｪｨｪ04ｨｦ ｨｰ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ ｨ 08ｨｪ ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ ｨｺｨ 04ｨ 05, ﾂｨｰ ｨｬｨｪ0600ｨｨ0 0905ｨｮ ﾂｨ ｨｴ ｨｮ ﾂｨｪｨｮ ｨｨｨｰｨｹ ｨｨ090060ｨｪｨｮ ｨｬｨｮ 0502ｨｬｨｬ04, ﾂ02ｨｬ 0704ｨｰｨ ｨｰｨｹ ｨ 0ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ ｨｺ080409ｨ 02ｨｰ ｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ ｨｰｨｨ07ｨ 00ｨｺ0607ｨ ｨｪｨｨｨｰｨｹ03 (00ｨｨ0706ｨｰ0204ｨ 0502ｨｬｨｬ ｨｬ04 00ｨｺ0607ｨ ｨｪｨｹ03) ｨｪｨｪ0402 ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪ ｨ 08ｨｪ ｨｬ060302ｨｰ 0708ｨｨ09ｨｪ0209ｨｰｨｨ 09ｨｪ07ｨｰｨｨ02 ｨｬ ｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ ｨ 09 ｨｰ02ｨｺ09ｨｰ [, 2] 0607ｨｨ09ｨ ｨｪ04 ｨ ｨｨｨｰｨｬ04 0ｨｨ04ｨ ｨｬｨ ｨｨ00ｨｮｨ 02ｨｨｨｨ, 08ｨ ｨ 06ｨｰｨ 06ｨｴｨｨ02 ｨｪｨ ｨｬｨｪ ｨｰ0902 ｨ ｨｨ- ｨｨ ｨｰ08ｨｨ0008ｨ ｨｬｨｬ0609 ｨｰ0802ｨｪｨｨ ﾂｨｪ ｨｺ060807ｨｮ09ｨ ｨ 0502ｨｪｨｨ06, ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ ｨｪ ｨ 08ｨｪ ｨｪ ｨｨ050609ｨｹ. 00 [2, 9] ｨｺｨ 04ｨ ｨｪｨ ｨｨ00207 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 0708ｨｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪ02 ｨｰ0605ｨｹｨｺ06 0ｨ ｨｪｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 0807, ｨｪ06 ｨｨ ｨｰ 008ｨｮ00ｨｨ0 08ｨ 04ｨ ｨｪ ｨ 08ｨｪ ｨｰ02ｨｺ09ｨｰ ｨｪ ｨｪ07ｨｰｨｨ ｨ 08ｨ 0ｨｨ00ｨｬ ｨｺ0902ｨｬ 0706 ｨｺ060807ｨｮ09ｨｮ ｨｰ02ｨｺ09ｨｰ (030806) ｨC 0907ｨｨ09ｨｺｨ ｨｬ 0502ｨｺ0902ｨｬ04, ｨｺ06ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ06ｨｬ ｨｺ060807ｨｮ0902 ｨｰ02ｨｺ09ｨｰ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｨ09ｨｰｨｨｨｺｨ, 0607ｨｨ08ｨ 06ｨｴｨ ｨｪｨ 09ｨｨ05ｨｹｨｪ0602 ｨｮｨｰ ｨｪｨｨ02, ﾂｨｰ ｨ 09ｨｨ05ｨｹｨｪｨ ｨｬｨｬｨ ｨｪｨ 0708ｨｨ09ｨｮｨｰ09ｨｰ090609ｨ ｨｰｨｹ 09 ｨｰ02ｨｺ09ｨｰ ｨｦ ｨｨ090060ｨｪ06ｨｦ ｨｬ02, ｨｨｨｬ0205ｨ 5 % ｨｰｨｪ0609ｨｰｨｹ 0908ｨ ｨ ｨ ｨｰ0409ｨ ｨｪｨｨ07 ｨｨ 0708ｨ 09ｨｨ05ｨｹｨｪ06 08ｨ ｨ 06ｨｰｨ 05ｨ 09 70ｨC75 % 0905ｨｮ- ﾂｨ ｨｰ02ｨｺｨｮｨｴ02ｨｦ ｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Mystem 05ｨｰｨ ｨｨ09ｨｰｨｨｨｺｨ ｨｪ02 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｺｨ ｨｺ ｨｪ ｨ ｨｪｨｰｨｪｨ ｨｨ09ｨｺ ｨ 0ｨ ﾂ. 05ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨ 0605ｨｹ03ｨ ｨｹ 06ｨｰ09060ｨｨｨｰ ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｮ 09 08ｨ ｨ 06ｨｰ02 [3] (00ｨｬ02ｨｰ ｨ 0608ｨ ｨｬ ｨｪｨ 060ｨｪｨｮ 0502ｨｺ0902ｨｬｨｮ03) ｨｹ ｨ 00ｨ 02ｨｰ0907 ｨｮ0ｨ 0507ｨｰｨｹ ｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 08ｨ 04ｨ , ｨｨ ｨｹ04ｨｮ07 ｨｺ ｨｨ ｨｨ0706ｨｰ0204ｨ ｨｬ 0609ｨｪ0609 ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ08ｨｮ06ｨｴｨｨ0 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｺｨ ｨｰ ｨｨｨｦ ( ﾂｨ 09ｨｰｨｹ 0802 ﾂｨｨ, ｨｰｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07, ｨｨｨｬ02ｨｪｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ060006). 0002ｨｰ060 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 09ｨｪ02ｨｪｨｨ ｨｨｨｬ02ｨｪ0702ｨｰ0907 ｨｰｨ ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ 0 008ｨｮ00ｨｨ ｨｺｨｰｨｨ09ｨｪ ｨｺ0609, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ﾂ020309ｨｺ [0, 4] ｨｨ ｨ ｨｪｨｨ07 00 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｬ04 09ｨｰｨ 09ｨｨ05ｨｨ ｨｹ ｨｪｨｨｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｬ02ｨｰ060ｨ 0708ｨｨ ｨｪｨｨ ｨｬ ｨｺ 06ｨ ｨｴ02ｨｦ 0502ｨｬｨｬ ｨ 0ｨ ﾂ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ ｨｪｨｨｨｺｨ ｨ ｨｰｨｪ0602 ｨｮｨｰ ｨｪｨｨ ｨｨ ｨｪ ｨｰ0802ｨｰｨｨ050609ｨｹ 09 ｨｰ02ｨｺ09ｨｰ02, ｨｰ06 09ｨｺ ｨｪ ｨｰ0802ｨｰｨｨｨｰ ｨｰ02ｨｺ09ｨｰ02 02ｨｴ02 08ｨ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｺｨｰｨｨ09ｨｪ04ｨｬ ｨｺｨ ｨｬ ｨｬ060302ｨｰ 0409ｨｮ ﾂｨ ｨｰｨｹ ｨｰｨ ｨｺ: ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｰｨｺ0804ｨｰ ( ｨｨ04ｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ060006) ｨｺ05ｨ 0909ｨ 0909ｨｰ0802ｨｰｨｨ050609ｨｹ 09 ｨｰ02ｨｺ09ｨｰ ｨｬ02 X, ｨｰ06 09ｨｺ ｨｪ ｨｰ0802ｨｰｨｨｨｰ ｨｰ02ｨｺ09ｨｰ ｨｮ0006ｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｬ 06ｨｺ08ｨｮ0302ｨｪｨｨｨｨ, ｨ ｨ ｨｰ0205ｨｹｨｪ06, ｨｬ02 Y, 06ｨｰ05ｨｨ ﾂｨｪ06ｨｦ 06ｨｰ ｨｦ03 [0] ｨ ｨｬｨｬｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｮｨｰｨｨ ｨｨｨｬｨｨｨｰｨｨ08ｨｮ02ｨｰ 08ｨ ｨ 06ｨｰｨｮ 0502ｨｺ09ｨｨｨｺ060008ｨ 00ｨ, ｨｺ06ｨｰ060804ｨｦ ｨｪ 0904 ﾂ0502ｨｪｨｨｨｰｨｹ 09 ｨｮ ﾂ02ｨｪｨｪ06ｨｬ ｨｬｨ 0909ｨｨ ｨｮ070704, 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ 060ｨｪ06ｨｦ 0502ｨｬｨｬ02 (ｨｰｨ ｨ 05. ). Freq 0808ｨ 00ｨｬ02ｨｪｨｰ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｨ09ｨｺｨ ｨｪ ｨ 08ｨｪ ｨｬ ｨｬｨ ｨｪ06ｨｬｨ 00002ｨｪ06ｨｬｨ ｨｪ06ｨｬ ｨｪ06ｨｬｨｨｨｺｨ ｨｪ06ｨｬｨｨｨｺ ｨｪ06ｨｬｨｨｨｺｨｨ ｨｪ06ｨｬｨｪ06ｨｦ ｨｪ06ｨｬｨｪ ｨｪ06ｨｬ ｨｪ06ｨｬ06ｨｬ ｨｪ06ｨｬｨｮ ｨｪ06ｨｬ ｨｪ06ｨｰｨｨ07ｨｨ080609ｨ ｨｪｨｨ ｨｪ06ｨｰｨｨ07ｨｨ080609ｨ ｨｪｨｨ07 06ｨ ｨ 05ｨｨ02ｨ ｨｮ08ｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪｨｨ07 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｪｨ ｨｬ 05ｨｰｨ ｨ ｨｰ ｨｬｨｮ ｨｪｨ ｨｪ0609ｨｮ ｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨｪ060906ｨｦ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨ 0ｨ 06ｨｴｨ 07 ﾂｨ 09ｨｰｨｹ ｨｬ 07ｨ 08ｨ 0ｨｨ00ｨｬ04 (ｨｬ06 00ｨｮ, ｨｬ ｨｰ, ｨｬ ｨｨ), ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬ02ｨｪｨｰｨ ｨｨ ｨ 0000ｨｨｨｺ09ｨ 05ｨｹｨｪ ｨｬ02ｨｪｨｰｨ 09 08ｨ 0903ｨｨ0802ｨｪｨｪｨｮ ｨｺ09ｨｨ06 09 [5] ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨｪ ｨｨｨｰｨｹ 09 ｨｬｨｪ ｨｰ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 08ｨｮ0909ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07. 08ｨ 03006ｨｦ ｨｬ ｨｰｨ ｨｰ0907 ｨｬｨｪ ｨｰ ｨｨ0706ｨｰ0204 < ｨｪ0609ｨ, ｨｨｨｪ002ｨｺ09 07ｨ 08ｨ 0ｨｨ00ｨｬ04, 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02 ｨｨ090060ｨｪ06ｨｦ ｨｬ04>. 0ｨ 0708ｨｨｨｬ0208, ｨｬ ｨｪ06ｨｬｨ 03 ｨ ｨｮ0ｨｮｨｰ 0708ｨｨ07ｨｨ09ｨ ｨｪ ｨｮ06ｨｴｨｨ02 00ｨｨ0706ｨｰ020404: <0002ｨｪ06ｨｬ, S_m, 6ﾒ> <0002ｨｪ06ｨｬ, S_n, 06> <0002ｨｪ06ｨｬ, S_f, a> <0002ｨｪ06ｨｬ, A, 04ｨｦ> <0002ｨｪ06ｨｬ, A2, 06ｨｦ> <0002ｨｪ06ｨｬ, V5b, ｨ ｨｰｨｹ> <0002ｨｪ, V6b, ｨ ｨｰｨｹ> 05ｨ ｨｰ02ｨｬ ｨｬｨｮ ｨｬｨ 0909ｨｨ09ｨｮ 00ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ0 08ｨ 04ｨ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ﾂｨｨ ｨｰ060802ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ 00ｨｨ0706ｨｰ020404; 05ｨｰ06 ｨｨ 0209ｨｰｨｹ 0202 ｨ ｨ ｨｰｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｪｨ ｨ ｨｬｨｬ04 ｨｨｨｬ0202ｨｰ0907 ｨｬｨ 0909ｨｨ09 ｨｪ ｨ 08ｨｪ ｨｬ, ｨｺ06ｨｰ060804ｨｬ ｨｰｨ ｨｪ04 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ, 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｪ ｨｰ020702ｨｪｨｨ ｨｰｨｪ0609ｨｰｨｨ. 0308ｨｨ ｨｰｨ ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ04 ｨｨ090060ｨｨｨｬ ｨｨ04 ｨｰ060006, ﾂｨｰ ｨｬ ｨｨｨｪｨ ｨ ｨｰ 060ｨｪ06ｨｬｨｮ ｨｨ04 ｨｰ ｨｨ04ｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ040 ｨｺ05ｨ : ｨｨｨｬ07 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0602, ｨｨｨｬ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0602, 0005ｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07 ｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ ｨｰ ｨ ｨｺ0804ｨｰ04ｨｬｨｨ ｨｺ05ｨ 0909ｨ ｨｬｨｨ, ｨｬ02ｨｪｨｰ04 ｨｺ06ｨｰ ｨｮ ﾂｨｨ090502ｨｪ ｨ ｨ 0802 ﾂｨｨ ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｨ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ 09 ﾂｨｨｨｰｨ 06ｨｰ ｨｰ00205ｨｹｨｪ04ｨｬｨｨ 0502ｨｬｨｬｨ ｨｬｨｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09 ｨｨ002ｨ 0502 ｨｬ ｨｪ ｨｮ- ﾂｨｨｨｰｨｹ ｨｺ05ｨ 09ｨｰ ｨｬｨｬ ｨｨｨｬ02ｨｪ ｨｨ 0005ｨ , ｨｰｨ ｨｪ- 9

120 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪ0402 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨｨｬｨｨ ｨｬｨ ｨｬｨｨ, ｨｨ 0609ｨｰｨ ｨｰ06ｨｺ ｨｬｨ 0909ｨｨ09ｨ, ｨｰｨ ｨｪｨｪ04ｨｦ ｨｪ02ｨｨ04ｨｬ02ｨｪ0702ｨｬ04ｨｬｨｨ ｨ ｨｬｨｨ: ｨｪｨ ﾂｨｨ07ｨｬ, ｨｨｨｺｨ ｨｰｨｨ09ｨ ｨｬｨｨ, ｨｬ ｨｬ02ｨｰｨｨ07ｨｬｨｨ, ﾂｨ 09ｨｰｨｨ02ｨ ｨｬｨｨ, ｨｪ0209ｨｺ0506ｨｪ0702ｨｬ04ｨｬ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨ ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08ｨ ｨｬｨｨ. 06ｨ ｨｺ 05ｨｨ 05ｨｰ06 ｨｪｨ 09ｨ ｨｬ06ｨｬ ? 00 ｨｨ ｨ ｨｪｨｨｨｨ ｨ 0405ｨ ｨｰｨ ｨｪｨ 04ｨ 0ｨ ﾂｨ 0ｨ ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪｨｮ06 (09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ0402 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ04) ｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪｨｮ06 (05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ06) ｨｪｨｺｨｮ ｨｰｨ 09ｨ ｨｬｨ 0909ｨｨ09ｨ, ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ02 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ ｨ ｨ ｨ ｨｪｨｪ ｨｺｨ ﾂ0209ｨｰ0902 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040 ｨ 0405ｨｨ ｨｨ ｨｹ040609ｨ ｨｪ04 ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ 0907ｨｨ0906ｨｺ ｨｬ 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｺ060807ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ (2 ｨｬ05ｨｪ 020ｨｨｨｪｨｨ02) ｨｨ ｨｪｨ ｨ ｨ ｨｪｨｪ ﾁｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨ 08ｨｹ ｨｪ002ｨｺ09 ( ｨｬ05ｨｪ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 08ｨｮ0909ｨｺｨｨ ｨｬ, ｨｮ ﾂ02ｨｪ 0905ｨｨ09ｨ ｨｪｨｨ02ｨｬ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ ｨｨ04 /2 ｨ ｨ ｨｪ002ｨｺ09ｨ ) ｨ 06ｨｨ0 0907ｨｨ09ｨｺｨ 0 ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0402 ｨｨ ｨｪ02ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨ 05ｨｨ09ｨｹ. 06ｨ ｨｺ0302 ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 08ｨｮ0909ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 (09 ｨｮ ﾂ02ｨｰ06ｨｬ ﾂ ｨ ｨｪｨｨｨｦ), ｨｰｨ ｨｪｨｪｨ 07 ｨｪｨ 0609ｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｮ0909ｨｺ ｨｺｨ [6] ｨｮ0804 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ ｨｮ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｨ09ｨｺｨｨ ｨ 0405ｨｨ 08ｨ 04ｨｬ02 ﾂ02ｨｪ ｨｬ06ｨｴｨｹ ｨ ｨｬｨｬ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Mystem, ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨ 0405ｨｨ ｨｬｨｨ080609ｨ ｨｪ04 ｨｬｨ 0909ｨｨ09 ｨｪ ｨ 08ｨｪ (93 ｨｰ ｨｨｨｪｨｨ02) ｨｨ ｨｬｨ 0909ｨｨ09 ｨｪ ｨ 08ｨｪ ｨｪ002ｨｺ09ｨ (444 ｨｰ ｨｨｨｪｨｨ02) ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｬｨ 0909ｨｨ09ｨｮ ｨｪ ｨ 08ｨｪ ｨ 0405ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪ ｨｮ06ｨｴｨｨ ｨｮ0804: ｨ ) 00 ﾂｨｨ09ｨｰｨｺｨ 03 (ｨｮ0ｨ 0502ｨｪｨｨ , ｨ ｨｴｨｨ02 02ｨｨ000804, 05ｨ ｨｰｨｨｨｪ09ｨｺｨｨ02 ｨ ｨｮｨｺ0904 ｨｨ ｨ 00ｨｨｨｺｨｮ); ｨ ) ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨ07 (000905ｨｨ09ｨ ｨｪｨｨ ｨｬ, ｨｪｨ 07ｨｨ09ｨ ｨｪｨｪ ｨｨ09ｨｪ04ｨｬｨｨ ｨｨ 09ｨｰ0806 ﾂｨｪ04ｨｬｨｨ ｨ ｨｮｨｺ09ｨ ｨｬｨｨ); 09) ｨｪｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 ( ｨｬ, ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0602 ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ02 ｨｺ06ｨｰ ｨｨ %); 00) ｨｪｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08, ｨｺｨｮ0ｨ ｨｨ ｨｬ04 ｨ ｨ 09ｨｪ040 ｨｨ ｨｬ04, ｨｰ0607ｨｴｨｨ02 ｨｨ04 09ｨｬ0209ｨｨ ｨ 0605ｨｹ03ｨｨ0 ｨｨ ｨｬｨ ｨ ｨｮｨｺ09, 04ｨ 0904 ﾂ02ｨｰ06ｨｬ ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨ 02ｨｨｨｨ; 0) ｨｪｨｨ02 ｨｬｨ 0909ｨｨ09ｨ 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨｨｦ 09 ｨｰ06 ﾂｨｺ06ｨｦ ｨｰｨｨ07ｨ 00ｨｮ05.03, 00ｨｰ ; 02) ｨｪｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨｨｨｺ0906ｨｨ00609 ｨｰｨｨ07ｨ 00ｨ 09ｨｨｨ -03, 00ｨｰ , , ｨｬｨ ｨｪ06-03, ｨ ｨｰｨ ｨｺ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｰｨｨ07ｨ 00-04ｨｦ03, 00-09ｨｺｨｨｨｦ03 ｨｨ ｨｪ0609ｨｪ06ｨｦ ｨｰ0209ｨｰ060904ｨｦ ｨｬｨ 0909ｨｨ ｨｰｨ 09ｨｨ05 ｨｪ0608ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09, ｨｨ04 ｨｺ06ｨｰ ｨ 0405ｨｨ 0904 ﾂｨｰ02ｨｪ ｨｬ02ｨｪｨｰ04 ｨｬｨ 0909ｨｨ (09-02) ｨｪ02ｨｪｨｨ02 ｨｺ ｨｪ02ｨｬｨｮ, ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ ｨｬｨｨ0505ｨｨ06ｨｪｨｪ ｨｺ060807ｨｮ09ｨ ｨｪ07ｨｰ06ｨｦ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨ02ｨｦ ｨ ｨ 08ｨ ｨｪ ｨｬｨ 0909ｨｨ09 ｨｨ04 0 ｨｰ0409. ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｪ ｨ 08ｨｪ ｨｬ. 0ｨ 05ｨｰ06ｨｬ ｨｬｨ 0909ｨｨ ｨｪｨｨ09ｨ 05ｨ 09ｨｹ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｺｨ 03006ｨｦ ｨｬ04 ｨ 0405 ｨｨ ｨｰ02ｨｪ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ, ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 08ｨ 04ｨｬ02ｨｰ ﾂｨｨｨｺｨ ｨｬｨｨ. 08 ｨｬｨ 0909ｨｨ09ｨｮ ｨｪ ｨ 08ｨｪ ｨｪ002ｨｺ09ｨ ｨ 0405ｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨ ｨｮ08ｨ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ 0502ｨｪｨｨ06, ｨｰ09ｨｨ ｨｨ00ｨｨｨｺｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ-0ｨ ｨｪｨｪ ｨｰｨｺｨ ｨｨｨｰｨｹ ｨｬｨ 0909ｨｨ09 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｬ06ｨｴｨｹ ｨ 0608ｨ ｨ ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ07 ｨｪ ｨｨ090205ｨ ｨｺ ｨｮ ｨｮ ｨｰｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｬ 00 09ｨｰｨ ｨｰｨｹ02 [7] ｨ ｨｪ ｨｨ09ｨ ｨｪ04 ｨｰ08ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｰ06ｨｦ ｨｨ ｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｨ ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨ 002ｨｪｨｨ ｨｪ ｨｬ, ｨｬ0209ｨｰｨｨｨｬ0609ｨｰｨｨ 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨ 09ｨｪ06 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｮ 07ｨ 08ｨ 0ｨｨ00ｨｬ 08ｨｮ0909ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｪ02 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｰ06ｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨｰ06ｨｰ06ｨｦ, ｨ 0409ｨｰ ｨｦ09ｨｰ09ｨｨ02ｨｬ, 0ｨ 02ｨｰ ｨｺ0804ｨｰｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｬ ｨｨ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ 0708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｨ ｨｬ ｨｪｨ ｨｪ0609ｨｮ ｨｨ 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨ 0608 ﾂ0502ｨｪ ｨ 08ｨ 0ｨｨ00ｨｬ ｨｰ0409. ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｪ ｨ 08ｨｪ ｨｬ ｨｬ06ｨｴｨｹ ｨｰ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ 0405ｨ 08ｨ 04ｨ ｨｨｨｰｨ ｨｪｨ ｨｺ05ｨ 09ｨｰ (0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨ 08ｨ 0ｨｨ00ｨｬ04) 2 ｨｰ ﾂｨ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｪ ｨ 08ｨｪ ｨｬ (>0, ipm), ｨｪ02ｨｪｨｨ02 ｨｺ 05ｨｰ06ｨｬｨｮ ｨｨｨｪ06 ﾂｨｪ ｨｬ ｨ ｨ ｨｪｨｨ040609ｨ ｨｪ 0706ｨｨ09ｨｺ ｨｦ ｨ 08ｨ 0ｨｨ00ｨｬ02 09 ｨｪｨｨ04ｨｺ06- ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｬｨ 0909ｨｨ09ｨ. 00 ｨｨｨｰ ,3 % ｨｺ05ｨ 09ｨｰ ｨ 05ｨｨ ﾂ02ｨｰ ｨｨ ｨ ｨｬ04, 7 % ｨｺ05ｨ 09ｨｰ ｨC ｨｰ08ｨｨ ｨｬ04, 20, % ｨｺ05ｨ 09ｨｰ ｨC ｨｬ04; ｨｬ 0609ｨｰｨ 05ｨｨ09ｨｹ ｨｪ02ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｪｨｪ04ｨｬｨｨ (3,7 %). 0004ｨ ﾂｨｪｨ 07 08ｨｮ ﾂｨｪｨ ｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨ 04ｨ 05ｨ, ﾂｨｰ ｨｨ ｨｺ05ｨ 09ｨｰ ｨ ｨｲ02ｨｬ06ｨｬ 06ｨｰ ｨｬ ｨｰｨｪ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ ｨｰｨ 09ｨｨ05ｨ 2 %, ｨｨ ｨｺ05ｨ 09ｨｰ ｨ ｨｲ02ｨｬ06ｨｬ ｨｰ08ｨｨ ｨｬ04 ｨC 3 %, ｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰｨｪ0609ｨｰｨｹ 0603ｨｨｨ ｨｺｨｨ ｨｺ ｨ 09ｨｰｨ 05ｨ % ｨｺ09ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02 06ｨｰ08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪ04 09 ｨｬ02ｨｪｨｹ0302ｨｦ 09ｨｰ020702ｨｪｨｨ, ﾂ02ｨｬ ｨｰ02ｨｺ09ｨｰ04 ｨｺ060807ｨｮ09ｨ, 09 ｨｪｨｨ0 ｨ 0605ｨｹ ﾂｨ ｨｰ06ｨｺ ｨｨ 0008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｺｨｰ ｨ 0708ｨｨｨｬ0208, ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨ 02ｨｨ ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨ ｨｪ02 ｨｺ06006ｨｬ 04ｨ 0005ｨ 09ｨｪ06ｨｦ ｨ ｨｮｨｺ0904, ｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02ｨｬ 08ｨ 04ｨｬ0208ｨ 0308ｨｨ00ｨｰｨ ｨｨ05ｨｨ ｨｬ06ｨｴｨｹ06 08ｨｨ09ｨｮｨｪｨｺｨ ｨｬ0603ｨｪ06, ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨ 02ｨｨ ｨ 0405ｨ ｨｰｨ ｨｺ0302 ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨｰ020807ｨｪｨ 0708ｨｨ ｨ 080ｨｨ09ｨｨ080609ｨ ｨｪｨｨｨｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｬ02 ｨｰ060006, ﾂｨ 09ｨｰｨｹ ｨｬ ｨｪｨｨｨｺ02 ｨｨｨｬ0205ｨ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ02 09ｨｨ0ｨ ｨｨ ｨｬ0209ｨｰ , ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨ 0405ｨ 08ｨ ｨｪｨ ｨｪｨ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 09 ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06ｨｬ ｨｬｨ ｨｰ02 (000608ｨｬｨ ｨｰ W25 09ｨｬ0209ｨｰ06 KOI8). 20

121 ｨｺｨ 07, ｨｨ ﾂｨｨｨｪｨ 09ｨ, ｨ 08ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪ ｨ 08ｨｪ ｨｬ ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｺ06ｨｦ ｨｰｨｨ07ｨ 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｨ ｨｰｨ ｨｪｨｨｨｨ ｨｪｨｨｨｺｨ ｨ 0807 ｨｪ0206ｨ 0060ｨｨｨｬ06 04ｨｪｨ ｨｰｨｹ ｨｨ090060ｨｪｨｮ ｨｬｨｮ 0502ｨｺ0902ｨｬ04, 0202 ﾂｨ 09ｨｰｨｹ 0802 ﾂｨｨ ｨｨ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, 008ｨｮ00ｨｨ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｰｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｪ02 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｮ09ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ 05ｨｰｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｺ0806ｨｬ02 ｨｰ060006, ｨｨｨｪ ｨｨ ｨｰ06ｨｰ 0302 ｨｺ05ｨ 09ｨｰ ｨｬ ｨｬ0600ｨｮｨｰ ｨ 0ｨ ｨｰｨｹ ｨ 08ｨ 04ｨｪ040 ﾂｨ 09ｨｰ02ｨｦ 0802 ﾂｨｨ ( ｨｪ04ｨｦ ｨｨ ｨｪｨｨｨｰｨｹ0907) ｨｪｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 (0ｨ ｨC ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07) 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｺｨｮ ｨ 002ｨｪｨｨ ｨｰ ｨｬ02ｨｪｨｰ ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺ ｨ 04ｨ 0608ｨ < ｨｪ0609ｨ, ｨｨｨｪ002ｨｺ09 07ｨ 08ｨ 0ｨｨ00ｨｬ04, 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02 ｨｨ090060ｨｪ06ｨｦ ｨｬ04> ｨｮ0802 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨ 0405ｨｨ ｨｪｨｮｨｰ04 ﾂ02ｨｰ ｨｬｨ 0909ｨｨ09ｨ : ｨ ) 0609ｨｪ0609ｨｪ06ｨｦ ｨｰ0209ｨｰ060904ｨｦ ｨｬｨ 0909ｨｨ ; ｨ ) 0000 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｪ ｨ 08ｨｪ ｨｬ ｨｺ060807ｨｮ09ｨ ｨｪ07ｨｰ06ｨｦ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨ02ｨｦ; 09) ｨｬｨ 0909ｨｨ09 ｨｪ ｨ 08ｨｪ ｨｬ 08ｨｪ002ｨｺ09ｨ (444 ｨｰ0409.); 00) ｨｬｨ 0909ｨｨ09 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ (42 ｨｰ0409.) ｨ 0605ｨｹ ﾂｨｨ0905ｨ ｨｬ 0607ｨｨ09ｨ ｨｪｨｪｨ ｨｮ08ｨ ｨｺｨ 04ｨ 05ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 00ｨｨ0706ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨ ｨ ｨｰｨｪ04ｨｬ ｨｬ ｨｮ ﾂｨ 02, ｨｨ ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 08ｨ 0405ｨｨ ﾂｨ 05ｨｨ09ｨｹ 005ｨｨｨｪ06ｨｦ 0609ｨｪ060904, 0908.: 3 ｨｨｨｪｨｪ0609ｨ 02ｨｨ06 ｨｪｨｪ04ｨｦ ｨｨ ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪ ｨｪ04ｨｦ ｨｪ02ｨｦ 03ｨｨｨｦ ｨｨ ｨｪ02ｨｦ03 ｨｨｨｦ ｨｪ0206ｨｺ06ｨｪ ﾂ 02ｨｪｨｪｨ 07 ｨｨ ｨｪ0206ｨｺ06ｨｪ ﾂ02ｨｪｨｪ ｨ ｨｮ03 ｨ ｨｴｨｨｨｦ ｨｨ ｨｮ03ｨ ｨｴ ｨｨｨｦ 4 ｨ ｨｮ0ｨｨ0609ｨｨ09ｨｰ 02ｨｬｨ ｨｨ ｨ ｨｮ0ｨｨ0609ｨｨ09ｨｰ02ｨｬ ｨ, ﾂｨｰ02ｨｪｨｨ02 06ｨｰ0ｨ 09ｨ ｨｹ 00ｨｨ0706ｨｰ ｨ ｨｨｨｪｨｪ06ｨｦ 0609ｨｪ060906ｨｦ ｨ 08ｨｨｨ ｨｪｨｰ ｨ 0ｨ 06ｨｴ02ｨｦ ｨｨ090060ｨｪ06ｨｦ ｨｬ06ｨｦ ｨｨ ﾂｨ 09ｨｰｨｹ ﾂｨｨ 05ｨｰｨ ｨｨ09ｨｰｨｨｨｺｨ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｨ05ｨ ｨｨｨｰｨｹ ｨｨ0706ｨｰ ｨ ｨｰ04ｨｬ ｨｰｨｨ0706ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 00ｨｨ0706ｨｰ ﾂ ｨ ｨｪｨｨ02ｨｬ ｨｪ ( ｨｨ0707ｨｨｨｪ ｨ, S_f:ｨｰｨｨ07 00ｨｰ06ｨｪｨｪｨ ｨｰ06ｨｪｨｪ03 ｨｨ ｨｨ0707ｨｨ ｨｪｨ, S5_f:ｨｰｨｨ ｨ ｨｪｨ 02ｨ ｨｪ03) ﾂｨｨ02 00ｨｨ0706ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨｬ (08ｨ 0405ｨｨ ﾂｨ 06ｨｴｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02ｨｬ ｨｨ090060ｨｪ06ｨｦ ｨｬ04 ｨｨ ｨｨｨｪ002ｨｺ0906ｨｬ 07ｨ 08ｨ 0ｨｨ00ｨｬ04) 0708ｨｨ04ｨｪｨ 09ｨ 05ｨｨ09ｨｹ 08ｨ 09ｨｪ ｨｰｨｪ04ｨｬｨｨ, ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬｨｬ ｨｺｨｨｨｪ03, ｨｺｨｨｨｪｨ 03, ｨｺｨｨｨｪ ｨｬ ｨｺｨｨｨｪ03: <000403ｨｺｨｨｨｪ, Sf_m, 6ﾒ> <000403ｨｺｨｨｨｪ, Sf_f, a> <000403ｨｺｨｨｨｪ, S_n, 06> 0308ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺ02 ｨｬｨ 0909ｨｨ09ｨ ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 (00) ｨ 05ｨｨ09ｨｹ 00ｨｨ0706ｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨｰ0605ｨｹｨｺ06 ｨｨｨｬ02ｨｪ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ040 ｨｨ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨｪ0609ｨｰｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 0502ｨｬｨｬ ｨｪｨｪ04ｨｦ ｨｪ ｨｰ ｨｨｨｰｨｹ 060ｨｮ ｨｪｨｪ0609ｨｰｨｹ/ｨｪ02060ｨｮ ｨｪｨｪ0609ｨｰｨｹ 0502ｨｬｨｬ04 ( ｨｰ ｨｰ0802ｨ 0609ｨ ｨ 04 ｨ ｨｪｨ 05ｨｨ04 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨｺ08ｨｮ0302ｨｪｨｨ ｨｬ 09 ｨｰ02ｨｺ09ｨｰ02) ｨｨ 09 05ｨｰｨｨｨｬ ｨｨｨｬ02ｨｪｨ ｨｬ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ 0708ｨｨ07ｨｨ090409ｨ 05ｨ 09ｨｹ ｨｰ0605ｨｹｨｺ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 08060ｨ. 08ｨｪｨ ｨｨ ﾂｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｮ 0005ｨ ｨｪ ｨｨ09ｨｹ ｨｪ0609ｨｰｨｹ ｨｨ 09ｨｨ0. 07 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 ｨｰｨｨ07ｨ 0005ｨｰ02ｨｪｨｹｨｺｨ 03, 09ｨｺ0506ｨｪ0706ｨｴｨｨ ｨｪ09ｨｺ06ｨｬｨｮ 06ｨ 08ｨ 0402ｨｮ, 08ｨ 04ｨ ｨｪ09ｨｺｨｨｨｦ ﾂｨｨｨｰｨ 02ｨｰ0907 ｨｮ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ. 0ｨ 0802 ﾂｨｨ07 ｨｨ ｨｨｨｺ0906ｨｨ004 ｨｪｨ -09ｨｺｨｨ, -06 ( ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨ03, 00ｨ 0204ｨ ｨｨ06ｨｪｨｪ0603, 00ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪｨｪ0603) ｨ 0ｨ 06ｨｰ 09 ｨｺ05ｨ 09ｨｰ ｨｬｨｬ-0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨｰ09ｨｨ02 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ 09 ｨｺ08ｨ ｨｰｨｺｨｨｨｬｨｨ ｨｬｨ ｨｬｨｨ ｨｬｨｪ ｨｰ0902ｨｪｨｪ ﾂｨｨ0905ｨ ｨｨ ｨｪ ｨ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｰｨ ｨｺ06ｨｦ ｨｬ ｨ 05ｨｹｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ02 ｨｺｨ ｨｺ ｨｬ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨ 05ｨｨ04ｨｺｨ ｨｺ ｨｪｨｮ0506, ｨｬ ﾂｨｨｨｰｨ 05ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｬ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｨ ｨｨ ｨｪ040 06ｨｰ ｨｪｨｨ0 ｨｪｨ 0802 ﾂｨｨｨｦ 09 06ｨ ｨｴｨｨｨｦ ｨｺ05ｨ 09ｨｰ0208 ｨｮ006ｨ ｨｪ04ｨｬ ｨｦ ｨｰｨ ｨｪｨｨ ｨｪｨｨｨｺｨ ｨ ｨｮ ﾂｨ 02 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｰｨ ｨｺｨｨ ｨｬ04 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｪ04 ｨｨ04 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬ06ｨｴｨｹ ｨｬ02ｨｪｨｰｨ 08ｨｪ06ｨｦ ｨｮ ｨ ｨｬ0602 ｨｺｨ 09ｨ 02ｨｰ ｨｬ 0908ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｪｨ 0802 ﾂｨｨ07 ｨｪｨ -0202, 06ｨｬ06ｨｪｨｨｨｬｨｨ ﾂｨｪ ｨｬ ｨｪ ｨ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ060006, 006ｨｰ07 ｨｰｨｮｨｰ 09ｨｨｨｰｨｮｨ 02ｨｨ07 06ｨ 08ｨ ｨｰｨｪｨ 07: 09 ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨｮ ｨｰｨ ｨｪ04 ｨ 0ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨ 08ｨｨｨ ｨｪｨｰ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｬ ｨｪｨ -0907, -09ｨｹ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 060ｨｨｨｪｨ ｨｺ060904ｨｦ ｨｨｨｬ0206ｨｰ 08ｨ 04ｨ ｨ ｨｰｨｪ ｨｨ ｨｪ ｨ ｨｰｨｪ ｨ ｨｺ0605ｨｹｨｺｨｮ ｨｬ04, 08ｨ 0405ｨｨ ﾂｨ 06ｨｴｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨ ｨｰｨｪ ｨｨ ｨｪ ｨ ｨｰｨｪ ｨ ｨ, ｨｹｨｬｨ 08020ｨｺｨｨ ( ｨｰ0802ｨ ｨｮ02ｨｬ090703), ｨ 0ｨｨ04ｨ ｨｬｨ ｨｨ00ｨｮｨ 02ｨｨ ｨｬ ｨｪｨ ｨｰ08ｨｮ0ｨｪｨ 0ｨ ﾂ ｨｺｨ ｨｨ 06ｨ 04 ﾂｨｪ06 ｨｰ0802ｨ ｨｮ02ｨｰ 06ｨ 08ｨ ｨｴ02ｨｪｨｨ07 ｨｺ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｮ, ｨ ｨｨｨｪ07ｨｰ06 ｨｰ020ｨｪｨｨ- ﾂ0209ｨｺ ｨｪｨｨ02 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨ ｨｰｨｪｨｮ06 ｨｨ ｨｪ ｨ ｨｰｨｪｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06 060ｨｪｨｨｨｬ 08ｨ 04ｨ ｨｬ (04ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨ ｨｪ04ｨｦ 09ｨｰｨ ｨｪ0ｨ 08ｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0708ｨｨｨｪ07ｨｰ 09 ﾁｨ 09ｨｰ06ｨｰｨｪ06ｨｬ ｨ 0802 ﾁ020309ｨｺ ｨｪｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｺ060807ｨｮ09ｨ [7]). 0306ｨｪ07ｨｰｨｨ02 00ｨｮ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ06ｨｦ03 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 08ｨ ｨｰ08ｨ ｨｪ0702ｨｰ0907 ｨｰｨ ｨｺ0302 ｨｪｨ ｨｺ05ｨ 09ｨｰ ｨｬ ｨｰｨｨ07ｨ 0008ｨｪ , 0008ｨｪ ｨ 03 ｨｨ ｨｰ. 07. (09ｨｰ0608ｨ 07 ﾂｨ 09ｨｰｨｹ ｨ ｨｪ ), ｨｰ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｺ06000ｨ 0603ｨｨｨ ｨｺｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｺ080602ｨｰ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨｪ040 0ｨ ｨｪｨｪ ｨｪｨｺｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬｨ ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪｨ ｨｪｨｺｨ ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ 0706 ｨｺ0605ｨｨ ﾂ0209ｨｰ0902ｨｪｨｪ06ｨｦ ｨｪｨｺ ｨｮ ﾂ02ｨｪｨｪ040 0ｨ ｨｪｨｪ ｨｮ09ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｮ ﾂｨｪｨｮ ｨｺｨｮ ｨｰ ﾂｨｨ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｬ ｨｬｨ 0909ｨｨ09ｨ (ｨ ), ｨｨ0 09 ｨｺ05ｨ 09ｨｰ (ｨｰｨ ｨ 05. 2). 06ｨ ｨ 05ｨｨ02ｨ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｪｨｪ040 08ｨ 04ｨ /000608ｨｬ N ｨｺ05ｨ 09-04ｨ 04ｨ ｨｨｨ. 08ｨ 04ｨ : ｨｪｨ 0502ｨｬｨｬｨｮ ｨｰ ｨｪｨ 0905/00, ｨｪ02ｨｬ 0905/000608ｨｬ ｨｺ05ｨ 09ｨｰ , ,22 6 8, , , ,5 2

122 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 09ｨｰ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｬ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ: 92 (48,9 %); ｨC ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ ｨｨ 008ｨｮ00ｨｨｨｬｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｬｨｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ: 9 (48,4 %); ｨC ｨｨｨ 06 ﾂｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ (08ｨ 04ｨ 0608ｨ ｨｬｨｨ): 5 (2,7 %) ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨｰｨ 09ｨｨ05ｨ 97,4 % 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 006ｨｰ07 ｨ ｨｨｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ. 020ｨｪ0604ｨｪｨ ﾂｨｪ ｨ 09ｨｨ05ｨｹｨｪ06 ｨ ｨｬｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｪ06 59,2 % ｨｬ ｨｪ02ｨｬ ｨｪｨ 060ｨｪｨｮ ｨｬｨｮ 0708ｨｨ ｨｹ,46 08ｨ 04ｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ02ｨｦ ｨｬｨ 0909ｨｨ09ｨ (ｨ ) 0706ｨｺｨ 04ｨ ｨｮ06ｨｴｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 (ｨｰｨ ｨ 05. 3). 06ｨ ｨ 05ｨｨ02ｨ ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 08ｨ 04ｨ ｨｬ ｨｺ060807ｨｮ09ｨ ｨｪ07ｨｰ06ｨｦ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨ02ｨｦ 0505/000608ｨｬ N ｨｺ05ｨ 09-04ｨ 04ｨ ｨｨｨ. 08ｨ 04ｨ : ｨｪｨ 0502ｨｬｨｬｨｮ ｨｰ ｨｪｨ 0905/00, ｨｪ02ｨｬ 0905/000608ｨｬ ｨｺ05ｨ 09ｨｰ ,3 4 39, , , ｨ 09ｨｰ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｬ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ: 7 (9,5 %); ｨC ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ ｨｨ 008ｨｮ00ｨｨｨｬｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｬｨｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ: 573 (65,2 %); ｨC ｨｨｨ 06 ﾂｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ (08ｨ 04ｨ 0608ｨ ｨｬｨｨ): 09 (5,4 %). 0306ｨｺ0804ｨｰｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ: 20,5 % ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨｰｨ 09ｨｨ05ｨ 85,9 % (006ｨｰ07 ｨ ｨｨｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｦ). 02ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｺ060807ｨｮ09ｨ 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨ 09ｨｨ05ｨｹｨｪ ｨｬｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｪ ｨｬ, ﾂｨｰ ｨｰｨ ｨｰ 24,2 % ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｪｨｪ ｨｬ ｨｨ 5 % ｨｨ090060ｨｪ ｨｬｨ 0909ｨｨ09ｨ ｨｪ02ｨｬ ｨｪｨ 060ｨｪｨｮ ｨｬｨｮ 0708ｨｨ ｨｹ 0707ｨｰｨｹ 08ｨ 04ｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09ｨｰ060806ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ05 06ｨ ｨｪｨ 08ｨｮ03ｨｨｨｰｨｹ ｨｰ08ｨｨ 0905ｨ ｨ 040 ｨｰ06 ﾂｨｺｨｨ 09 ｨｨ ｨｮ02ｨｬ06ｨｬ : ｨｬｨ ｨｺ0804ｨｰｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ, ｨｪ02ｨ ｨｺｨｺｨｮ08ｨ ｨｰｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ ｨｰ ｨｨ 009ｨｮ ｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ 0, ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｪｨｨ07 ｨｨ090060ｨｪ06ｨｦ ｨｬ04 ｨｨ ﾂｨ 09ｨｰ ﾂｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｬ, 0708ｨ 09ｨｨ05ｨｹｨｪ06 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｪ ｨｺ05ｨ 09ｨｰ ｨ ｨｲ02ｨｬ06ｨｬ 06ｨｰ ｨｬ02ｨｪｨｰ ｨｨ05ｨｨ, ﾂｨｰ06 ｨｪｨｨ04ｨｺｨ 07 09ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 ｨｬｨ 0909ｨｨ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ06 ｨ ｨ 08ｨ ｨ 06ｨｰｨ ｨｪ ｨｪ ｨｹ ｨｺ06ｨｪｨｺ06080ｨ ｨｪ ｨｰ02ｨｺ09ｨｰｨｮ, ｨ 05ｨｨ03ｨｹ 09ｨ ｨｬｨ 07 ﾂｨ 09ｨｰ06ｨｰｨｪｨ ﾂｨ 09ｨｰｨｹ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, 0708ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ 06ｨ ｨｲ02ｨｬｨ 0ｨ ｨｪｨｪ ｨｮ06ｨｴ02ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02, 09 ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｬ ｨｪｨｨｨｺ06ｨｬ 08ｨｪ002ｨｺ09ｨ (09), ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 ｨｪ ｨ 08ｨｪ ｨｬ 00609ｨｰｨｨ0005ｨ 50% (ｨｰｨ ｨ 05. 4). 0ｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ02ｨｰ ｨｺｨ 04ｨ 05 ｨｪｨ ｨｬｨ 0909ｨｨ0902 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ (00), ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ ｨｪ002ｨｺ09ｨ, 444 ｨｰ0409. ｨｪ ｨ 08ｨｪ ｨｬ ｨｬ 0ｨ 08ｨ 09ｨｰｨ ｨｪｨｨ02 N ｨｺ05ｨ 09ｨｰ ｨｪｨ 0502ｨｬｨｬｨｮ 0706ｨｺ0804ｨｰｨｨ07, % 0 ｨｨ ｨ , , , , , , ｨ ｨ 05ｨｨ02ｨ ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 ｨｬｨ 0909ｨｨ09ｨ ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ , 42 ｨｰ0409. ｨｪ ｨ 08ｨｪ ｨｬ 0505/000608ｨｬ ｨｪｨ 0502ｨｬｨｬｨｮ N ｨｺ05ｨ 09ｨｰ ｨ 04ｨ ｨｨｨ. 08ｨ 04ｨ : ｨｪｨ 0905/00, ｨｪ02ｨｬ 0905/000608ｨｬ ｨｺ05ｨ 09ｨｰ , , , , , ｨ 09ｨｰ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｬ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ: 2283 (24,2 %); ｨC ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ ｨｨ 008ｨｮ00ｨｨｨｬｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｬｨｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ: 696 (65,6 %); ｨC ｨｨｨ 06 ﾂｨｪ04ｨｬ 08ｨ 04ｨ ｨｬ (08ｨ 04ｨ 0608ｨ ｨｬｨｨ): 963 (0,2 %) (ｨｮ ｨｪ02ｨｪｨｪ0402 0ｨ ｨｪｨｪ0402: 0908ｨ 09ｨｪｨｨ09ｨ 05ｨｨ09ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ 08ｨｮ ﾂｨｪ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｮ ﾂｨ ｨｦｨｪ ｨ 08ｨ ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ). 0306ｨｺ0804ｨｰｨｨ02 ｨｬｨ 0909ｨｨ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ: 63,6 % ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ 94 % (006ｨｰ07 ｨ ｨｨｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｦ) ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｨｨ 06ｨｺ 0203ｨｨｨ ｨｺｨｨ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨｰ0907 ｨｺ 009ｨｮｨｬ ｨｰｨｨ07ｨ ｨｬ: ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｬ 09 07ｨ 08ｨ 0ｨｨ00ｨｬｨｮ ｨｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨｨ02 ｨｨ090060ｨｪ06ｨｦ ｨｬ ｨｨｨｪ02ｨｨ0702, ｨｨ ｨｮ02ｨｬ04ｨｦ ｨｬ02ｨｰ060 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｬ0603ｨｪ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ ｨｬ, 0708ｨｨ09ｨｮｨｴ02ｨｦ 08ｨｮ0909ｨｺ06ｨｬｨｮ ｨｺｨｮ ( ｨｬｨｮ 00ｨ ｨ ｨｪｨｺｨ 03, ｨｴｨｮ ｨ 08ｨ - 22

123 ｨｺｨ 07, ｨｨ ﾂｨｨｨｪｨ 09ｨ, ｨ 08ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪ ｨ 08ｨｪ ｨｬ 0ｨｨ00ｨｬｨｮ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ040 00ｨ ｨ ｨｪｨｺ03 ｨｨ 00ｨ ｨ ｨｪｨｺｨ 03): ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴｨｨ02 ｨｺ05ｨ 09ｨｰ ｨｪ ｨｺｨ 06ｨｰ ｨｮ ｨｮ0006ｨｬ. 070ｨ ﾂｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪｨ ｨｨ000208ｨｨｨｨ ｨｺｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 06ｨｬ06ｨｪｨｨｨｬｨｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｨ 09ｨｨ09ｨｰ02ｨｬｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｰ ｨｨ03ｨｹ ｨｪ02 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｮ06 06 ﾂ ｨｹ, 05ｨｰ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ 0708ｨｨｨｰ0703ｨ ｨｰ0205ｨｹｨｪ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040, ｨｬｨｮ0309ｨｺｨｨ0 ｨｨ 0302ｨｪ09ｨｺｨｨ0 00ｨ ｨｬｨｨ05ｨｨｨｦ ｨｨ ｨｰ060706ｨｪｨｨｨｬ ｨｪ ｨ 0000ｨ 0800ｨｨｨｪ/ｨ /0603, ｨ ｨ ｨｨｨｪ/ｨ /0603, ｨｨ0204ｨｪ/0603, 0008ｨｮｨｪ020209/ ｨｨ05. 00ｨ 0800ｨｨｨｪ 00ｨ 0800ｨｨｨｪｨ ｭ 00ｨ 0800ｨｨｨｪｨ 00ｨ 0800ｨｨｨｪ06ｨｦ ｭ 00ｨ 0800ｨｨｨｪ06 ｭ 00ｨ 0800ｨｨｨｪ04 00ｨ 0800ｨｨｨｪ040 ｭ 08ｨ ｨｬｨｨ05ｨｨ07 08ｨ ｨｬｨｨ05ｨｨ ｨｪｨｨｨｬ ｨｬｨｮ ｨｪ. ( ) 0ｨ 06ｨ 08ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｬ ｨｬｨ 0909ｨｨ0902 0ｨ ｨｪｨｪｨ ｨ 02ｨｪｨｪ0609ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨ05ｨ 09ｨｹ 09 08ｨ ｨｪｨ 09ｨ ｨｪｨｨｨｨ ｨｬ 00ｨ ｨｬｨｨ05ｨｨｨｦ ｨｨ ｨｰ060706ｨｪｨｨｨｬ0609 ｨｺｨ ｨｺ 0708ｨｨｨｰ0703ｨ ｨｰ0205ｨｹｨｪ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｨ ｨｪｨｨｨｨ 0005ｨｨ03ｨｪｨｨ003 08ｨ 04ｨ ｨｪｨ ｨｺ0605ｨｹｨｺｨｮ ｨｺ ｨｺｨｰｨｪｨ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｬ 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ0802ｨ 0609ｨ 05ｨ ｨ ｨｨ ﾂ02ｨｪｨｨ07 05ｨｺ09ｨｰ08ｨ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 04ｨｪｨ ｨｪｨｨｨｦ ｨｨ05ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨ, 0708ｨｨ ｨｪｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰｨ ｨｺｨｨ02 09ｨ 08ｨｨｨ ｨｪｨｰ04 08ｨ 04ｨ 0608ｨ 0708ｨｨ04ｨｪｨ 09ｨ 05ｨｨ09ｨｹ ｨｮ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬｨｨ. 0209ｨ 008ｨｮ00ｨｨ0 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ040 ｨｰｨｨ07ｨ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ ｨC ﾂ02ｨｪｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｬｨｮ0309ｨｺｨｨ0 ｨｨｨｬ02ｨｪ ｨｨ 00ｨ ｨｬｨｨ05ｨｨｨｦ 0706 ｨｰｨｨ07ｨｮ ｨ 00/ ｨ ｨｨ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｪｨ 00-09ｨｺｨｨｨｦ/-02ｨｺｨｨｨｦ03 ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ040 ｨｪｨ 00-09ｨｺ/-02ｨｺ03 ｨC ｨｰ ｨｪｨｪ04ｨｬｨｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬ04 ｨｬｨｪ ｨｰ0902ｨｪｨｪ ﾂｨｨ0905ｨ ｨｨｨｬ02ｨｪ ｨｬｨ ｨｰｨｪ04, ｨ ｨｺ08ｨ ｨｰｨｺｨｨ ｨｬ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｪ ｨｬ0603ｨｪ04, 006ｨｰ07 ｨｨ ｨｪ02 04ｨ ｨｴ02ｨｪ ｨｬｨ 05ｨｹｨｪ06 ｨｬ ｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 [6]. 0505ｨｮ ﾂｨ ｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ ｨｨｨｪ ｨｺ05ｨ 09ｨｰ ｨｬ ｨｬｨｮ03ｨｺｨｨ0 ｨｨ 0302ｨｪ09ｨｺｨｨ0 ｨｨｨｬ02ｨｪ ( / ｨ 03, 0004ｨ ｨｦｨｬ06ｨｪ0/04ｨ ｨｦｨｬ06ｨｪ0ｨ 03, ｨｦ/ ｨｹ0703, 0706 ｨｰｨｨ07ｨｮ 0009ｨｰｨ ｨｰｨｹ0703), ｨ ｨｰｨ ｨｺ0302 ｨｨｨｬ02ｨｪ ｨｨ 00ｨ ｨｬｨｨ05ｨｨｨｦ ( ｨ / , ｨｨ0ｨ /0808ｨｨ003) ｨｪ060907ｨｰ 020ｨｨｨｪｨｨ ﾂｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ ｨｰ00205ｨｹｨｪｨｮ ｨ 0502ｨｬｨｮ ｨｰｨ ｨｰ ｨｪ0209ｨｺ0506ｨｪ0702ｨｬ0402 ｨｨｨｬ02ｨｪｨ, ｨｺ06ｨｰ ｨｪ0204ｨ ｨｺ06ｨｪｨｪ ｨｺ0506 ﾂｨ 06ｨｰ ｨｺ 07ｨ 08ｨ 0ｨｨ00ｨｬ02 ｨｨ04ｨｬ02ｨｪ0702ｨｬ040 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ040 ( ｨｨｨｰ06/06ｨｨｨｰ03, / , ｨｨ/ ｨｹ03, ｨｹｨ 02/080605ｨｹｨ ｨ 03, ｨｪ0006/0806ｨｪ0003, ｨｪ002/0806ｨｪ002ｨｦ03, ｨｹ02/ ｨｦ03, 000ｨ ｨｪｨｨ/(0607ｨｪｨｹ)-0ｨ ｨｪｨｹ03, ｨｪｨｪｨｨ/0406ｨｪ02ｨｪ03, ｨｮ/ , ｨ ｨｮ0ｨｨ06/0805ｨ ｨｮ0ｨｨｨ 03, 000ｨｮ09ｨｰｨ 0906/0ｨｮ09ｨｰｨ 0903, ｨｨｨｪ09ｨｺｨｨ/090209ｨｨｨｪ09ｨｺｨｨｨｦ03) ｨｨ05ｨｨ 0603ｨｨｨ 06 ﾂｨｪ06 06ｨ ｨｲ020ｨｨｨｪ0706ｨｰ ｨｮ00ｨｨｨｬｨｨ ｨｪ02ｨｨ04ｨｬ02ｨｪ0702ｨｬ04ｨｬｨｨ ｨｬｨ ｨｬｨｨ ( ｨｹ03/ ｨｹ030203, 0008ｨｪ03ｨｨ/08ｨｪ03ｨｮ03, 00002ｨｰ02/ 002ｨｰｨｹ0203, ｨｪ02/0402ｨｪ0603) ｨｪ0209ｨｺ0506ｨｪ0702ｨｬ , ｨｰｨ ｨｴｨｨ0 0004ｨ 07ｨ 0ｨｪ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰ ｨｨ04ｨｪ060302ｨｪｨｨ07, 06ｨｬ06ｨｪｨｨｨｬｨｨ ﾂ02ｨｪ ｨｬｨ ｨｬ 09ｨｺ0506ｨｪ02ｨｪｨｨ07 ( ｨｮ05ｨｹ02ｨｰｨｰ/0203ｨｮ05ｨｹ02ｨｰｨｰｨ 03, 00060ｨｨｨｰ/060ｨｨｨｰｨ 03, ｨｪｨ 07ｨ 08ｨｰ02/ 0906ｨｪｨ 07ｨ 08ｨｰ03, ｨｺｨｰｨｨｨｺ/ 0808ｨｺｨｰｨｨｨｺｨ 03). 05ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨｨ 06ｨｺ 0ｨ 02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｬ 0706 ｨｰｨｨ07ｨｮ 0008ｨｨｨｬ0507ｨｪ ｨｨｨｪ03 ( ｨｺ06ｨ / 08ｨｺ06ｨ ｨｨｨｪｨ 03, ｨ ｨｪｨｺ05/0808ｨ ｨｪｨｺ05ｨｨｨｪ03, 000ｨｮ05ｨｹ02/ 0ｨｮ05ｨｹ02ｨｨｨｪｨｮ03) ｨｰｨ ｨｰ0907, ﾂｨｰ ｨ 08ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨ ｨｬｨ ｨｰ08ｨｨ ｨｮ0909ｨｺｨｨ0 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｺ06ｨｪｨｺ0802ｨｰｨｪｨｮ06 04ｨ 0ｨ ﾂｨｮ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｮ0ｨ 0502ｨｪｨｨ02 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｺ08ｨ ｨｰｨｺ06ｨｦ ｨｬ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｨ05ｨｨ 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｨｨｬ0507ｨｪ/ｨｨｨｪ ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺ02 ｨｬｨ 0909ｨｨ09ｨ ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040, ｨｬ ｨ ｨｨｨｰｨｹ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ. ﾁｨｰ06 ｨｺｨ 09ｨ 02ｨｰ0907 ｨｪｨ 08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ040 ｨｨｨｬ02ｨｪ ｨｨ 0005ｨ , ｨｰ ｨｨｨ ｨｺｨｨ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 ｨｨ ｨｬ 09 06ｨ ｨｴｨｮ06 07ｨ 08ｨ 0ｨｨ00ｨｬｨｮ ｨｪ060907ｨｰ ｨｨｨｪ0ｨｨ09ｨｨ0ｨｮｨ 05ｨｹｨｪ04ｨｦ, ｨｪ0209ｨｨ09ｨｰ02ｨｬｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208 ｨｨ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 06ｨ 04 ﾂｨｪ ｨｮ ｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ 0, ｨ ｨｪ/ ｨ 03, 00060ｨｪｨ ｨｺ0603/ 060ｨｪｨ ｨｺ , 0008ｨ 04ｨｮｨｬ02ｨｬ/08ｨ 04ｨｮｨｬｨｪｨｮ03, 0006ｨｰ ﾂ02/06ｨｰ ﾂｨｨｨｪｨｮ03, 00ｨ 04ｨｰｨｨ/ ｨ 04ｨｰｨｹ0203, 00ｨｪ ｨ ｨｪｨｪ0402/ｨｪ ｨ 06ｨｴｨ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｨ09ｨｺ ｨｪ02ｨｺ ｨｺｨｰｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09 07ｨ 08ｨ 0 ｨｨｨｬ07 ｨｪｨ 08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ0602 ｨC ｨｨｨｬ ｨ 09ｨｰ0902ｨｪｨｪ0602 ｨｨ ｨｨｨｬ07 ｨｪｨ 08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ0602 ｨC ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08ｨ, ｨ ｨｮ0506/09ｨｮ002ｨｪｨｪ04ｨｦ03, 00ｨｺｨ ｨｪｨｰ08ｨｨ/08ｨ ｨｪｨｰ020803, 00ｨｬｨ ｨｬｨ ｨｪ/ 00ｨ ｨｬｨ ｨｦ03, 00ｨｺｨｮｨｪｨ ｨｰｨｹ/08ｨｮｨｪ0703, ｨｨｨｰ/ , 00ｨｰ060906/ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｪ ｨ 08ｨｪ ｨｪ002ｨｺ09ｨ ｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｪｨ 08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ06ｨｦ 0502ｨｺ09ｨｨｨｺｨｨ ｨｺｨ 04ｨ 0506, ﾂｨｰ ｨｪｨｨ02 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 ｨｨ ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ ｨｰ00205ｨｹｨｪ0402 ｨｬｨｪ ｨｰ09ｨ ｨｰ ｨｨ04ｨ 0203ｨ ｨｰｨｹ ｨｰｨ ｨｺｨｨ ｨ 08ｨ 0ｨｨ00ｨｬ. 0203ｨｨｨ ｨｺｨｨ, ｨ ｨｪｨｪ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ ｨｪｨｨ02ｨｬ ｨｨ090060ｨｪ06ｨｦ ｨｬ04, ｨｬ0603ｨｪ ｨｨ ｨｰ08ｨｨ080609ｨ ｨｰｨｹ 0708ｨｨｨｬ0208ｨ ｨｬｨｨ ｨｰ0409ｨｪｨｮｨｰｨｹ, V03 (000608ｨｬ ｨｰ040903, ｨｰ040903ｨ 0703, ｨｰ ｨｨ ｨｰ.0), 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ06ｨｦ, S_m03 (000608ｨｬ04 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ060203, 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ06ｨｦ03), ｨｬ04ｨｺｨｨｨｦ, A03 (000608ｨｬ ｨｬ04ｨｺ0603, ｨｬ04ｨｺｨｨ03). 08ｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨ ｨｺｨｺｨｮ08ｨ ｨｰｨｪ ｨｪｨｨ ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ0208ｨ 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ ｨｺ ｨｺｨｰｨｪｨｮ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ06 (060ｨｨｨｪ 08ｨ 04ｨ 0608 ｨｨ ｨｪｨｪ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨｬ ｨｰ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ). 020ｨｪｨ ｨｺ06 ｨｨ ｨｺｨ ｨｪｨｨｨｺｨ 02ｨｰ 0706ｨ 06 ﾂｨｪ04ｨｦ ｨｺｨｰ 06ｨｰ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｨ09ｨｰｨｨｨｺｨｨ 00005ｨｨｨｪｨｪ06ｨｦ 0609ｨｪ ; ｨｺ0806ｨｬ02 ｨｰ060006, ｨ ｨｬｨｬｨ ｨｪ02ｨｺ ｨｺｨｰｨｪ06 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ ｨｨｨｬ02ｨｪｨ 09 ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｬ ｨｰｨｨ0706ｨｬ 09ｨｺ0506ｨｪ02ｨｪｨｨ ｨｬ, ｨｨ09ｨｰｨｨｨｺｨ 00005ｨｨｨｪｨｪ06ｨｦ 0609ｨｪ ｨｺｨ 04ｨ 05ｨ ｨｮ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｪｨ 06ｨ 08ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｬ ｨｬｨ ｨｰ0208ｨｨｨ 0502, 0706ｨｪｨｨ03ｨ ｨ 04ｨ ﾂ ｨ ｨｪｨｨ02ｨｬ ｨｨ ｨ ｨｹｨｪ040 08ｨ 04ｨ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｰ09ｨｨ02ｨｬ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｰｨ 05ｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ07 06ｨｰ0005ｨ ｨｹｨｪ040 06ｨ 08ｨ ｨ ｨｪｨｨｨｦ ｨｰｨｨ07ｨ 00ｨｪ0208ｨ ｨ 06ｨｰｨ 06ｨｴｨｨｨｦ03, 00ｨｪ0206ｨｺ06ｨｪ ﾂ02ｨｪｨｪ04ｨｦ03 ｨｨ ｨｮ0900ｨｪｨｨ0903ｨｨｨｦ03 ｨｺｨ ｨｺ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040, ｨ ｨｪ02 ｨｺｨ ｨｺ 0005ｨ ｨｰｨｨ07ｨ 00ｨｪ0208ｨ ｨ 06ｨｰｨ ｨｰｨｹ03, ｨｮ0900ｨｪｨｨｨｰｨｹ03. 00ｨｬ0209ｨｰ02 09 ｨｰ02ｨｬ, ｨｺｨ ｨｺ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0402 ｨ 0405ｨｨ 08ｨ 0406ｨ 08ｨ ｨｪ04 ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｬ ｨｨ ﾂｨ 09ｨｰｨｨｨｦ ｨｰｨｨ07ｨ ｨｨ0904ｨｺ03 ｨｨｨｦ/ 0708ｨｨ0904ｨｺ ( ｨｨ0904ｨｺｨｪｨｮ0903ｨｨｨｦ03), ｨ ｨｰｨ ｨｺ ｨｰ00205ｨｹｨｪ ｨｬ ｨ , ｨｺ06ｨｰ ｨｰ0802ｨｰｨｨ05ｨｨ09ｨｹ 09 ｨｬｨ 0909ｨｨ0902 ｨｰ0605ｨｹｨｺ ｨｨ ﾂｨ 09ｨｰｨｪ06ｨｦ ｨｬ02 (00ｨ 0000ｨｨ05ｨｨ080609ｨ ｨｪｨｪ04ｨｦ03). 07 ｨｪ02ｨｺ06ｨｰ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨ 0405ｨ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ ｨｪｨ 0008ｨ ｨｪｨｨ02ｨ ｨｬ02030ｨｮ 0609ｨｪ060906ｨｦ ｨｨ 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02ｨｬ (09ｨ 08ｨｨｨ ｨｪｨｰ 00ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪｨｪ 04ｨｦ ｨｮ ﾂｨ 05 ｨ 0605ｨｹ03ｨｨｨｦ , ｨｪ ｨｨ 00ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪ ｨｪ04ｨｦ03) ｨｰｨ ｨｰ06ｨｺ ｨｨ09ｨｰｨｨｨｺｨｨ ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ 09 ｨｺ05ｨ 09ｨｰ ｨ ｨｲ020ｨｨｨｪ0705ｨｨ09ｨｹ ｨｬ04 09 ｨ ｨｦ 0005ｨ 09ｨｪ06ｨｦ ｨｪ ｨｰｨｨ07ｨ 0007ｨ ｨｰｨｨｨｪ020403, 0007ｨ ｨｰｨｨｨｪ (0502ｨｬｨｬｨ 0007ｨ ｨｰｨｨｨｪ ｨｬ0209ｨｰ ｨ ｨｰｨｨｨｪ020203). 0ｨ ｨｺ06ｨｪ0202, ｨｮ ｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｰ0802ｨｰｨｨ05ｨｨ09ｨｹ ｨｰｨ ｨｺｨｨ02 08ｨ 04ｨ , ｨｺｨ ｨｺ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ

124 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬｨｮ0309ｨｺ ｨ 0004ｨ ｨｰｨｨ0503 (000608ｨｬ ｨ ｨｰｨｨ0503, 0004ｨ ｨｰｨｨ05ｨ 03), ｨ ｨｪｨｮ0506ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｬ03 (000608ｨｬ ｨ ｨｪｨｮ0506ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｬ03, ｨ ｨｪｨｮ0506ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ03), 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ06ｨｦ03 (000608ｨｬ04 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ06ｨｦ03, 00ｨｪｨ ｨｺ0607ｨｨｨｰ0205ｨｹｨｪ060203). 0203ｨｨｨ ｨｺｨｨ ｨｪｨｨｨｨ ｨｨ090060ｨｪ06ｨｦ ｨｬ04 ｨ 0405ｨｨ ｨ ｨｪ04 ｨｰｨ ｨｺ ｨｪ ｨｪ06ｨｰ06ｨｦ ｨｨ090060ｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0ｨ ｨｪｨｪ ｨｬｨ ｨｰ08ｨｨ ｨｮ0909ｨｺｨｨ0 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｪ02 ｨ 0405ｨｨ ｨｮ ﾂｨｰ02ｨｪ04 07ｨ 08ｨ 0ｨｨ00ｨｬ04 pluralia tantum ( ｨｺｨｨ03, ｨｬ0702ｨｨ03, 0008ｨｮｨｺ0804ｨｪｨｨｨｺ090403) ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨ 08ｨ 0ｨｨ00ｨｬ04 ｨｰｨｨ07ｨ ｨｪ0609ｨ 0703 (09ｨｮｨ 09ｨｰｨ ｨｪｨｰｨｨ09ｨｨ080609ｨ ｨｪｨｪ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0602), 0000ｨ 09ｨｨ0502ｨｪｨｺ06/00ｨ 09ｨｨ0502ｨｪｨｺｨｨ03, 0000ｨ 09ｨｨ05ｨｨｨｦ/00ｨ 09ｨｨ05ｨｹ07/ 00ｨ 09ｨｨ05ｨｹ0603, ｨ ｨｮ0ｨｨｨ /0805ｨ ｨｮ0ｨｨｨｨ03 (0908. ｨｰｨ ｨｺ ｨｺ02ｨ 03, 000ｨｨ0902ｨ 03), 00ｨ 0603ｨｨｨｦ/ｨ 0603ｨｨｨｨ003, ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ07 00-ｨｹｨｨ03 (0009 ｨｬ0605 ﾂｨ ｨｪｨｹｨｨ03), 00-ｨｨ0603 (00006ｨ ｨｰ0205ｨｨ0603), 00-ｨｹｨｬｨｨ03 (00006ｨ ｨｰ0205ｨｹｨｬｨｨ03) ﾂ02ｨｬ, ｨｰｨ ｨｺｨｨ0 05ｨｺ0406ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｺ05ｨ 09ｨｰ ｨ ｨｴ02ｨｬ ｨｬｨ 0909ｨｨ0902 ｨ 0405ｨ ｨｺ08ｨ ｨｦｨｪ02 ｨｬｨ 05ｨ, ｨ 04ｨｪｨ ﾂｨｨｨｰ, ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ02 ﾂｨｨ0905ｨ 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｪｨｨｨｺｨ ｨｺ ｨｪ02 09ｨｺｨ 04ｨ ｨｹ ｨ 04 ｨｪｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ ｨ 0502ｨｬｨ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｨ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨｪ0202 ｨｬ04 ｨｺ08ｨｨｨｰｨｨｨｺ0609ｨ 05ｨｨ ｨ 08ｨｪ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨｰ06, ﾂｨｰ06 ｨｪ ｨｪｨ ｨｪｨｪ04ｨｬ ｨｬｨ ｨｬ 0708ｨｨ07ｨｨ090409ｨ 02ｨｰ ｨｪ02ｨｬ ｨｰ08ｨｨ 08ｨ 04ｨ 0608ｨ. 08ｨ ｨｺ 09ｨｨ0ｨｪ06, ｨｬ02ｨｰ060 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ ｨｺ0302 ｨｪ ｨ 02ｨｰ ｨ 0502ｨｬｨｮ 09ｨｪ07ｨｰｨｨ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ: ｨｪｨ 060ｨｪ06 ｨｪ ｨ 08ｨｪ ｨｹ ｨｬ060302ｨｰ 0708ｨｨ0060ｨｨｨｰｨｹ ｨｰｨｨ ｨｨ ｨ ｨ 09ｨｪ060708ｨ 09ｨｪ040 00ｨｨ0706ｨｰ ｨｨ ﾂｨｨｨｪ06ｨｦ ｨｰｨ ｨｺ ｨｪｨｨ ｨｰ ｨｨ05ｨｹｨｪ ﾂ02ｨｪｨｨ02 ｨｬｨｪ ｨｰ09 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｮ 09ｨｮｨｴ0209ｨｰ-09ｨｨｨｰ0205ｨｹｨｪ040 ｨｰ , 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ040 ｨｪｨ 00-04ｨｦ03/00-ｨｨｨｦ03 ｨｨ 00-06ｨｦ03 ｨｨ 0005ｨ ｨｪｨ 03ｨｨｨｬ 05ｨｬ07ｨｨ08ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｪｨｺｨ ｨｬ, ｨｨ04ｨ ｨｬｨ ｨｨ00ｨｮｨ 02ｨｨｨｨ 08ｨ 04ｨ ｨ 04ｨｪ040 ﾂｨ 09ｨｰ02ｨｦ 0802 ﾂｨｨ ｨｬ0603ｨｪ06 ｨ ｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ06ｨｴ02ｨｦ ｨｨ0208ｨ 080ｨｨ02ｨｦ 0708ｨｨ0608ｨｨｨｰ02ｨｰｨ : 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0602 > 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0602 > 0005ｨ ﾁｨ ｨｴ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｺ06ｨｪｨｺｨｮ08ｨｨ080609ｨ 05ｨｨ 0502ｨｬｨｬ04 060ｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ, ｨ ｨｨｨｬ02ｨｪｨｪ06, ｨｰ08ｨｨ 00ｨｨ0706ｨｰ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06ｨｬ ｨｬｨｮ0309ｨｺ060006, ｨｪ ｨｨ 0302ｨｪ09ｨｺ ｨ ｨｨ05ｨｨ ｨｨ0706ｨｰ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ06ｨｬ 09 06ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02ｨｬ 00-04ｨｦ03/00-ｨｨｨｦ ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｰ020608ｨｨｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ04 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ ｨｨ00ｨｪｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｬｨ ｨｬｨｨ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨ 00203ｨ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ ﾂｨｨ0905ｨ ｨｪｨ 00-06ｨｦ03 ( ), 00-06ｨｬ03 ｨｨ05ｨｨ 00-04ｨｬ03 (ｨｬ. ｨｨ ), 08060ｨｨｨｰ0205ｨｹｨｪ ｨ 00203ｨ ｨｬｨｪ ｨｰ0902ｨｪｨｪ ﾂｨｨ0905ｨ ｨｪｨ (ｨｬ. 08.) ｨｨ ｨｰ. 0., ｨｬ02030ｨｮ ｨｰ02ｨｬ ｨｺｨ ｨｺ ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 09 ｨｺ05ｨ 09ｨｰ ｨ 0ｨ 06ｨｰ 09ｨ ｨｬ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨｬ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02ｨｬ, ｨｪｨ 0708ｨｨｨｬ0208, 00-6ﾒ03, 00-ｨ 03, ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ 0502ｨｬｨ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｬ 0609ｨｰｨ 02ｨｰ0907 ｨｪ0208ｨ ｨｪｨｪ06ｨｦ ｨｨ 09ｨｪｨｨ03ｨ 02ｨｰ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂ02ｨｬ, ﾂｨｰ06 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｪｨｪｨ 07 ｨｺ ｨｨ07 ｨｬ02030ｨｮ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｹ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨ 06ｨ ｨｲ02ｨｬ06ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ : ｨｨ09ｨ ｨｪｨｪｨ 07 06ｨｬ06ｨｪｨｨｨｬｨｨ07 ｨｪｨ ｨｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｪｨ ｨｮ0- ｨｨ ｨｰ ｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｰｨ 0603ｨｨｨ ｨｺｨ ｨｪ ｨｰ0907 ｨｺ08ｨｨｨｰｨｨ ﾂ0209ｨｺ06ｨｦ (ｨｪ ｨｪ ｨｺｨ ｨ 02ｨｰ0907 ｨｺ08ｨ ｨｰｨｺｨ ｨｬｨ ｨｬｨｮ0309ｨｺ ｨ 00ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪｨｪ03 00ｨｨｨｪｨｪ0609ｨ 02ｨｨ06ｨｪ02ｨｪ03), ｨｰ06ｨｬｨｮ ｨｰｨ ｨｺ06ｨｦ 08ｨ 04ｨ ｨｨ04ｨｪｨ 09ｨ ｨｮ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ ｨｨ ｨｺｨｰｨｨ ｨ ｨｪｨｪ06ｨｬ ｨｺｨｰ02 ｨｬ02ｨｰ060 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨ ｨｪｨｨ ｨ 0807 ｨｪ (0502ｨｺ0902ｨｬ ｨｨ04ｨｬ02ｨｪ0702ｨｬ040 ﾂｨ 09ｨｰ02ｨｦ 0802 ﾂｨｨ) ｨｪｨ ｨ ｨ 0402 ｨｬｨ 0909ｨｨ09ｨ ｨｪ ｨ 08ｨｪ ｨｬ ｨｨｨｰｨｬ ｨ 0405 ｨｨ090704ｨｰｨ ｨｪ ｨｪｨ ﾂ02ｨｰ ｨｬｨ 0909ｨｨ09ｨ 0 ｨｪ ｨ 08ｨｪ ｨ 04ｨｪ ｨ ｨｲ02ｨｬｨ ｨｨ ｨｰｨ 09ｨ ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ04 ｨｬｨ 0909ｨｨ ｨｬ 08ｨ 04ｨ ｨｨ09ｨ ｨｪｨ ｨｺ05ｨ 09ｨｰ020804, ｨｰｨ ｨｴｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｨ04ｨｬ02ｨｪ0702ｨｬ040 ﾂｨ 09ｨｰ02ｨｦ 0802 ﾂｨｨ, ｨｨ 0609ｨｰｨ ｨｰ06ｨｺ, ｨｰｨ ｨｪｨｪ04ｨｦ ｨｪ02ｨｨ04ｨｬ02ｨｪ0702ｨｬ04ｨｬｨｨ ｨ ｨｬｨｨ ｨｨ 00ｨｨ040605ｨｨ080609ｨ ｨｪｨｪ04ｨｬｨｨ ｨｬｨ ｨｬｨｨ. 0002ｨｰ08ｨｨｨｺｨ ｨｪ06ｨｰ04 ｨｨ04ｨｬ ｨ 09ｨｹ ｨｺｨ ｨｺ 09ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 ｨｬｨ 0909ｨｨ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ: 05ｨｰ06ｨｰ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ 09ｨ 08ｨｹｨｨ080609ｨ 05 06ｨｰ 20, ,6 %. 05ｨｰ020702ｨｪｨｹ 0706ｨｺ0804ｨｰｨｨ07 04ｨ 09ｨｨ090205ｨ 06ｨｰ 06ｨ ｨｲ02ｨｬｨ ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040: ｨｪｨｨ04ｨｺｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｮ ﾂ02ｨｪ ｨｪｨ ｨｬｨ 0909ｨｨ ｨｰ ｨｬ, ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨC ｨｪｨ ｨｬｨ 0909ｨｨ09ｨ 0 42 ｨｰ0409. ｨｨ 444 ｨｰ ｨｬ ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ 09ｨｨ05ｨ 06ｨｰ 85, ,4 % 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 006ｨｰ07 ｨ ｨｨｨｪ 09ｨ 08ｨｨｨ ｨｪｨｰ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0708ｨｨ04ｨｪｨ 09ｨ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ. 0209ｨｪ0609ｨｪ06ｨｦ ｨ 0502ｨｬ06ｨｦ ｨｬ02ｨｰ060ｨ 0708ｨｨ04ｨｪｨ ｨｪｨ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ, ｨｺ06ｨｰ0608ｨ ﾂ ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ 0 06ｨ ｨｲ02ｨｬ06ｨｬ 06ｨｰ 009ｨｮ0 006 ｨｰ ｨｬ. 0ｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0 06ｨ ｨｲ02ｨｬ06ｨｬ ﾂ02ｨｰ ｨｬ04 ｨｨ ｨ ｨ ｨｨｨｰｨｬ 09ｨｰｨ ｨ ｨｨ05ｨｹｨｪ ｨ 09ｨ ｨ 09ｨｨ05ｨｹｨｪ0402 ｨｨ ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨｮ 060ｨｪ0604ｨｪｨ ﾂｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0706ｨｺｨ 04ｨ ｨｪｨ ｨｰｨ ｨｺ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｬ02ｨｰ060ｨ 06ｨｰ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ090060ｨｪ ｨｬｨ 0909ｨｨ09ｨ : ｨ 08ｨｨｨｰ0205ｨｹｨｪ ｨｪｨｨ02 ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040 ｨｨ ｨ ｨ ｨ ｨｨｨ ｨｰｨｮ08, 0609ｨｪ0609ｨ ｨｪｨｪ0602 ｨｪｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 ｨｺｨ 07ｨｨｨｰｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨ06ｨｪｨｪ06ｨｬ 06ｨｺ08ｨｮ0302ｨｪｨｨｨｨ ｨｬ 09 ｨｰ02ｨｺ09ｨｰ02, ｨｨ05ｨ ｨ ｨｰ06ｨｪｨｺ06 ｨｪｨ 09ｨｰ0806ｨｨｨｰｨｹ ｨｮ08ｨｮ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨ 006ｨ ｨｨｨｰｨｹ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 09ｨｰｨ 05ｨｨ ｨｨ ｨｰｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 02ｨｴ02 ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪ ｨ 08ｨｪ , ｨｮ ﾂ02ｨｪｨｪ ｨｨ070506ｨｬｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｪｨｪｨｨｨｺ060906ｨｦ [9] ｨｮｨｺ ｨｰ0906ｨｬ ｨ 09ｨｰ ｨｺｨｰｨ. 00 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｨ ｨ , ｨｬ0603ｨｪ06 05ｨｨ 006ｨ ｨｨｨｰｨｹ0907 ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ 07ｨｮｨｰ02ｨｬ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 ｨｮ09ｨｨ05ｨｨｨｦ ｨ 08ｨｪ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ040 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ (Mystem, Starling) ｨｨ ｨ ｨｬｨｬ04 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ. 02ｨｰ0902ｨｰ ｨｪｨ 05ｨｰ06ｨｰ ｨｺ ｨｪ02ｨｮｨｰ0203ｨｨｨｰ0205ｨｹｨｪ04ｨｦ: ｨｰｨ ｨｺ, ｨｪｨ ｨｬｨ 0909ｨｨ0902 ｨｨ ｨｬ, ｨｨｨｬ0206ｨｴｨｨ0 ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｨ Mystem, ｨ ｨｨｨｰｨｬ 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 0904ｨ 08ｨ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｦ 0708ｨ 09ｨｨ05ｨｹｨｪ04ｨｦ 08ｨ 04ｨ 0608 ｨｰ0605ｨｹｨｺ ｨｬ04 (49,2 %) ｨｰ060006, 06ｨｺｨ 04ｨ ｨｹ, 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｬ02ｨｰ060 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｰ02ｨｬ ｨｮ ｨｪ0202, ﾂ02ｨｬ ｨ 0605ｨｹ ｨｨ0706ｨｰ ｨｺｨ 03006ｨｦ ｨｬ ｨ 02ｨｰ0907; ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ Mystem ｨｨ Starling, ｨｪｨ ｨｰｨｨ09, ｨ ｨｪｨｨ ﾂｨｨ09ｨ 05ｨｨ 0904ｨ ｨｨ0706ｨｰ0204 ｨｨ ｨｰ02ｨｬ 09ｨ ｨｬ04ｨｬ 09ｨｪｨｨ03ｨ 05ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｨｨｰｨｬｨ ｨｺｨｰｨｨ09ｨｪ04ｨｦ ｨ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 04ｨ ｨｺ0506 ﾂｨ ｨｰｨ 08ｨ ｨ ｨｪｨｨｨｨ ｨｮｨｺｨｰｨｨ09ｨｪ ｨｨｨｺ0906ｨｨ00609 ｨｰｨｨ07ｨ 00ｨ 09ｨｨｨ -03, 00ｨ 09ｨｰ06-03 ｨｨ ｨｺ ｨｪｨｨ ｨｰｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨ 08ｨｹ ｨｰｨ ｨｪ ｨ 08ｨｹ ｨｨ ｨ 08ｨ 04ｨｮ06ｨｴｨｨ0 ｨｺ0608ｨｪ02ｨｦ, ｨｨ ｨｬ06ｨｴｨｹ06 ｨｮ0ｨ ｨｹ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｰｨｹ 73 % ｨｪ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06 ｨ %. 24

125 ｨｺｨ 07, ｨｨ ﾂｨｨｨｪｨ 09ｨ, ｨ 08ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪ ｨ 08ｨｪ ｨｬ 06ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨｨｺ0906ｨｨ0ｨ ｨｬｨｨ 006ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06 ｨｬ02ｨｰ06004, ｨｰ080602ｨｪｨｪ0402 ｨｪｨ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05ｨ 0, ｨｰ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08ｨｮ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ (ｨｪ06 ｨｪ ｨｪ06ｨｰ04) ｨｨ ｨ ｨｪｨｨｨｦ ｨｬ ｨｨ05ｨｨ ｨｮ00ｨｨ0 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ09ｨｰｨｨｨｺ, ｨｪ0706ｨｴｨｨ0 ｨｬ02ｨｰ060 07ｨ 08ｨ 0ｨｨ00ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0502ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨ 09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ: 07060ｨ ｨｪｨｨ02 00ｨｨ0706ｨｰ ｨｺ08ｨ ｨｰｨｺ06ｨｦ ｨｬ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ060006, ｨｺｨｨ0 ｨｰｨｨ07ｨ 0 09ｨｺ0506ｨｪ02ｨｪｨｨ07 09 ﾂ ｨ ｨｪｨｨ02ｨｬ, ｨｨ0208ｨ 080ｨｨ ｨｨ0608ｨｨｨｰ02ｨｰ0609 ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｰ06ｨｨｨｰ ｨｨｨｰｨｹ 09 ｨ ｨｮ0ｨｮｨｴｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02 006ｨｰ ｨｹ ｨ 04 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｺｨ 03ｨｮｨｴｨｨｨｦ0907 ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨC ,6 % ｨｬｨ 0909ｨｨ09ｨ ｨC ｨｪｨ 09ｨ ｨｬ06ｨｬ ｨ 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｪ02 ｨｰｨ ｨｺ ｨｮ03 ｨｬｨ ｨ ｨｬｨ 0909ｨｨ ｨｬ05ｨｪ ｨｬ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｰ ｨｮ09ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ ｨｺｨ 80ｨｰ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｬｨｬ, ｨ 05ｨｰ06ｨｰ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ ｨ 02ｨｰ 06ｨ ｨｲ02ｨｬ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｺｨｰ0806ｨｪｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 0802ｨｦ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨ 03ｨ 06ｨｰ ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ ｨ 0ｨｨ05ｨｨｨｪ06ｨｦ, ｨｮｨｪ0007ｨｪｨｮ, 0708ｨｨｨｪｨｨｨｬｨ 0903ｨｨｨｬ ｨｮ ﾂｨ 09ｨｰｨｨ ｨ 09ｨｮ03002ｨｪｨｨｨｨ ｨｨ ｨｨｨｨ ｨｺｨｰｨ, ｨｨ03ｨｨｨｪ06ｨｦ, 06ｨｺｨ 04ｨ ｨｦ ｨｪ ｨｪｨｨｨｬｨｮ ｨｬ06ｨｴｨｹ 09 08ｨ ｨｪｨｨｨｨ ｨｰ08ｨｮ0ｨｪ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ, ｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ ｨｪｨｪｨｨｨｺ0609ｨｮ ｨｨ ｨｪｨｪｨｨｨｺ060906ｨｦ, ｨｮ ﾂｨ 09ｨｰ090609ｨ 0903ｨｨｨｬ 09 0ｨｨ09ｨｺｨｮ0909ｨｨｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｬ02ｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ ｨｨ ｨｰｨ 09ｨｨ0903ｨｨｨｬ ｨｪｨ ｨｬ ｨｬｨ ｨｰ0208ｨｨｨ ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] Mikheev A. Automatic rule induction for unknown word guessing // Computational Linguistics Vol P. 405ｨC423. [2] ｨ ｨｨ ﾂ 06., 00ｨ ｨｮ0909ｨｺｨｨｨｦ ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｨ 09ｨｨｨｪｨｰ ｨｪ0208ｨ 02ｨｨ02ｨｦ ｨｬ ｨｦ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪ ｨｨ09ｨ ｨｪｨｪ ｨ // ｨｬ02030ｨｮｨｪｨ ｨｬｨｨｨｪｨ 08ｨ 02ｨｨｨ ｯ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺ02 ｨｨ ｨｨ ｨｪｨｨ07ｨｬ. ｨC 08ｨ 04ｨ ｨｪｨｹ, ｨC ｨC 552. [3] 0506ｨｺｨｨ08ｨｺ ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ060ｨｮ05ｨｨ ｨｪｨ 09ｨ ｨｦｨｰ02 // 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ: 0608ｨｮ004 ｨｬ02030ｨｮｨｪｨ 08060ｨｪ06ｨｦ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ 0002ｨｨｨ ｯ ｨC 00., [4] Trost H., Buchberger E. Towards the Automatic Acquisition of Lexical Data // The th International Conference on Computational Linguistics, Itonn, Germany, 986. P. 387ｨC 389. [5] Wilensky R. Extending the Lexicon by Exploiling Subregnlarities // The DARPA Speech and Natural Language Workshop, Llidden Valley, Pennsylvania, 990. P. 365ｨC370. [6] Daciuk J. Computer-assisted enlargement of morphological dictionaries: Finite state methods in natural language processing // Workshop at 3th ESSLLI. Helsinki, 200. [7] Viegas E., Onyshkevych B. A., Raskin V., Nirenburg S. From Submit to Submitted via Submission: On Lexical Rules in Large-Scale Lexicon Acquisition // ACL 996. P. 32ｨC39. [8] ｨ 0502ｨｪｨｺ ｨｰ02ｨｬｨｺｨ ｨC ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 0706ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ // 05ｨｨ09ｨｰ02ｨｬｨｪ04ｨｦ ｨ 0ｨｬｨｨｨｪｨｨ09ｨｰ08ｨ ｨｰ , 06ｨｺｨｰ. [9] Segalovich I. A fast morphological algorithm with unknown word guessing induced by a dictionary for a web search engine // MLMTA ｯ03, Las Vegas, NE, [0] Hana J., Feldman A. Portable language technology: Russian via Czech // Proceedings of the Midwest Computational Linguistics Colloquium, 2004, Bloomington, Indiana. [] 0506ｨｺｨｨ08ｨｺ ｨ 09ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 009ｨｮ0 ｨｬ02ｨｰ060ｨｨｨｺ 09ｨｪ07ｨｰｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ ｨｬ ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪ02060ｨｪ0604ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｮ0909ｨｺ ｨｺｨ. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : pdf [2] ｨｪｨｺ , ｨ ｨｨ ﾂ , 06ｨｨｨｰ ｨｰｨｪ0609ｨｰｨｪｨ 07 ｨｬ ｨｹ 09ｨｪ07ｨｰｨｨ07 ｨｬ ｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｪ0608ｨｬｨ 05ｨｨ04ｨｮ06ｨｴｨｨ ｨｰｨ ｨｪ060906ｨｺ ｨｨ ｨｨ02ｨｨｨｦ ｨｪｨｨ // 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ: ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. 02ｨｨｨ ｯ , Zelenkov%20Segalovich/Zelenkov_Segalovich.pdf. [3] ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ06ｨｦ ｨｬ02ｨｪｨｰｨ 02ｨｨｨｨ 08ｨｮ0909ｨｺ ｨｪｨｨ07. 02ｨｨ09. ｭ ｨｺｨ ｨｪ0. ｨｰ020. ｨｪｨ ｨｮｨｺ. ｨC 00.: , [4] Kanis J., Mｨｹller L. Automatic Lemmatizer Construction with Focus on OOV Words Lemmatization // Text, Speech and Dialogue Berlin/Heidelberg: Springer, ｨC39. [5] 09ｨｨ , ｨｹ03ｨ ｨｺ , 0309ｨｹｨｺ0609ｨ ｨｬｨ 05ｨｹｨｪｨ 07 ｨｬ ｨｹ 08ｨｮ0909ｨｺ06ｨｦ ｨｬ ｨｨｨｨ. ﾁ. ｨC2. 00., 978. [6] 05ｨ 05ｨｨ04ｨｪ07ｨｺ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ 08ｨｹ 08ｨｮ0909ｨｺ ｨｺｨ : ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02. ｨC 00., 977; 4-02 ｨｨ040. ｨC 00., [7] ｨｺｨ ｨ 0502ｨｬ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪ ｨ 08ｨｪ // 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨｨｨｪｨｰ ｨｺｨｰｨｮｨ 05ｨｹｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ: ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. 02ｨｨｨ ｯ , [8] 06ermｨ k F., K03en M. (eds.). Frekvenｨｨnｨｪ slovnｨｪk ｨｨe08tiny ｨC Praha: NLN, [9] ｨｪｨｪｨｨｨｺ0609ｨ ｨ 09ｨｪ02ｨｪｨｨ02 ｨ ｨｨｨｰｨｬ ｨｬｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｺ060807ｨｮ09ｨ 08ｨｮ0909ｨｺ ｨｺｨ. 02ｨｨ070506ｨｬｨｪｨ 07 08ｨ ｨ 06ｨｰｨ. ｨC 00.: , Automatic enlargement of a dictionary: from the set of unknown word forms to the lemmatized list O. Lashevskaja, D. Sichinava, B. Kobritsov Text tokens that are not represented in the dictionary of a morphological parser pose a problem both for the automatic analysis of texts and for the compiling of corpora-based dictionaries. We evaluate an algorithm according to which unknown word forms are grouped in clusters and associated with part of speech, base form and other grammatical information. The clusterization procedure consists in generation of multiple hypotheses for each word form in compliance with A.A. Zalizniak ｯs Russian derivational model and weighting up the frequency of hypotheses throughout the whole domain. The evaluation of the algorithm efficiency is set up on the concordance of the Russian National Corpus and the dataset ｮYandex bank of word forms ｯ. 25

126 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨｪ002ｨｺ ｨ 04ｨ ｨｪ09ｨｰｨｨｨｰｨｮｨｰ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ ｨｹ09ｨｺｨｨｨｦ ｨｪｨ ｨｮ ﾂｨｪ04ｨｦ 0202ｨｪｨｰ ｨｨｨｦ09ｨｺ06ｨｦ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｪｨ ｨｮｨｺ ｨ 05ｨｹｨｺ06 06ｨｪ09ｨｰｨｨｨｰｨｮｨｰ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ ｨｹ09ｨｺｨｨｨｦ ｨｪｨ ｨｮ ﾂｨｪ04ｨｦ 0202ｨｪｨｰ ｨｨｨｦ09ｨｺ06ｨｦ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｪｨ ｨｮｨｺ krc.karelia.ru 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ 04ｨ 0ｨ ﾂ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0802ｨｺ05ｨ ｨｬｨｪ04ｨｬ ｨｺｨ ｨｬ07ｨ ｨｪｨｨ07ｨｬ, 04ｨ ｨｺｨ ｨ 02ｨｬ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ02 08ｨｪ002ｨｺ09. 0ｨ 0609ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ﾂｨｨ090502ｨｪｨｪ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 0ｨ ｨｪ ｨ ｨｺｨｰｨｨ- ﾂ0209ｨｺｨｨ ｨｺ06ｨｬ02ｨｪ0ｨ 02ｨｨｨｨ ｨ 0608ｨｮ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ. 0306ｨｺｨ ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 0904ｨ 0608ｨ ｨｰ ｨｮ090205ｨｨ ﾂｨｨｨｰｨｹ 0603ｨｨ0ｨ 02ｨｬｨｮ ｨｨｨ 0405ｨｹ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 06ｨｰ ｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ ｨｪｨｨ02 05ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ 06ｨ 08ｨ 04ｨｮ06ｨｰ 060ｨｨｨｪ ｨｨ04 09ｨ 03ｨｪ02ｨｦ03ｨｨ0 ｨｺ05ｨ ｨ 0ｨ ﾂ, ｨｨ04ｨｮ ﾂｨ 02ｨｬ040 ｨｰ020608ｨｨ02ｨｦ ｨｨ0008 ｨｨ ｨｰ020608ｨｨ02ｨｦ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 0609ｨｰｨ ｨｪ0609ｨｺｨｨ ｨｪｨｨｨｺｨｪｨｮ09 ｨｪｨ 0609ｨｪ ｨ 05ｨｹｨｪ ｨ 0608ｨ, 05ｨｰｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ 0305ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 09 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｨｨ 05ｨｹｨｪ040, ｨｨｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ 05ｨｺ06ｨｪ06ｨｬｨｨ ﾂ0209ｨｺｨｨ0 09ｨｨ09ｨｰ02ｨｬ ｨ 0ｨ ﾂｨ 0 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｨ0206ｨｬ, 0708ｨｨｨｪｨｨｨｬｨ 06ｨｴｨｨｨｬ ｨｪｨｨ02, 09ｨｰ06ｨｨｨｰ ｨ ｨｮ ｨｰ ｨｴ ｨｪｨｪ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｨ04 06ｨ ｨｴ ｨｬｨｪ ｨｰ09ｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｮ ｨｨ070 08ｨ 0405ｨｨ ﾂｨｪ ｨｨ0ｨ ｨｪ ｨｪｨｪ0609ｨｰ02ｨｦ ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ. 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 08ｨ 0405ｨｨ ﾂｨｪ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ, ｨｪ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ0402 ﾂ0208ｨｰ04 04ｨ 0ｨ ﾂｨｨ, ｨｺｨ ｨｺ ｨｮｨｺｨ 04ｨ ｨｪ06 09 [], ｨｮ06ｨｴｨｨ02: ｨC 0904ｨ ｨｮｨｴ0209ｨｰ ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 05ｨｰｨ ; ｨC ｨｪｨ ｨ 0608ｨ ｨｪｨ ｨｪ04 09ｨｰ08ｨ ｨｰ0200ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07, ｨ ｨｪｨｪ ｨｪ06ｨｦ ｨｨ05ｨｨ ﾂｨ 09ｨｰｨｨ ﾂｨｪ06ｨｦ ｨｪ ｨｰｨｮ07ｨｪ0609ｨｰｨｹ ｨ 0608ｨ ｨｮｨｴ02ｨｪｨｪ040 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪ ｨｪｨｪ0609ｨｰｨｹ06 ｨｺｨ ﾂ0209ｨｰ09ｨ ｨ ｨｮ0ｨｮｨｴｨｨ0 06ｨ ｨｲ02ｨｺｨｰ0609; ｨC ｨｺｨｰ 0904ｨ 0608ｨ 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨ 08ｨ ｨｪｨｪ040 06ｨ ｨｲ02ｨｺｨｰ ｨｬｨｨ 0609ｨｰｨ 05ｨｹｨｪ04ｨｬｨｨ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ, ｨｨ 06ｨｰ ｨｪ02ｨｺ06ｨｰ ｨｪ0203ｨｪｨｨ0 00ｨ ｨｺｨｰ (ｨｪｨ 0708ｨｨｨｬ0208, 06ｨｰ 04ｨ ｨｰ08ｨ ｨｰ ｨｪｨ ｨｪｨｨ02 ｨｪｨ ｨ ｨｪｨｨｨｦ); ｨC ｨｺｨｰ 0904ｨ 0608ｨ ｨｰ02ｨｬ , ﾂ02ｨｬ 05ｨｮ ﾂ ｨ 08ｨ ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰ ｨｨｨｰ0208ｨ ｨｰｨｮ0802, ｨｴ02ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨ ｨｬ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ, 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨ 0405ｨｨ ﾂｨｪ0402 ｨｨ090060ｨｪ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂｨｨ. 020ｨｪｨｨｨｬ ｨｨ04 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ08ｨｮ06ｨｴｨｨ0 0708ｨｨ04ｨｪｨ ｨｺ ｨｰ0907 ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ. 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｺ08ｨｨｨｰ0208ｨｨ ｨ 0ｨ ﾂ02 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ : ) ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｰｨｪ0609ｨｰｨｨ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｲ02ｨｺｨｰｨ, 2) ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨ07 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ ｨｨ ｨ, 3) ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｨ0ｨ 02ｨｬ ｨ ｨ ｨｰｨｪ ｨ ｨｪ00ｨ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ ｨｬ0603ｨｪ ｨｰ0802ｨｰｨｨｨｰｨｹ 09 08ｨ ｨ 06ｨｰｨ 0 Suchwalko A., Szajowski K. [6], 0ｨｨｨｺ0605ｨ [4, 5, 6]. 00ｨ 08ｨｨｨ ｨｪｨｰ04 04ｨ 0ｨ ﾂ, 09 ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰ060806ｨｦ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨ ｨ 06ｨｰｨ 0 Baston V., Garnaev A.[8], Sakaguchi M. [3], Sofronov G., Keith J., Kroese D. [5], Ferguson T. [9]. 04ｨ ｨ 06ｨｰ04 Sakaguchi M., Mazalov V. [4], Tamaki M. [7], 00ｨ 04ｨ , 08ｨ 05ｨｹｨｺ [3] ｨｴ02ｨｪ ｨｪｨｨ06 04ｨ 0ｨ ﾂ 09 ｨｰ0802ｨｰｨｹｨｨｨｬ ｨｰｨｨ0706ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ. 080ｨ 07ｨｰｨｨ09ｨｪ0402 ｨｬ ｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨ ｨ 06ｨｰ02 00ｨ 04ｨ , 0206ｨｬｨ ｨｺｨｨｨｦ , ｨｨｨｪ 0. [2] ｨｰｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ, ｨｨｨｬ0206ｨｴｨ ｨｨ ｨｪｨｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 04ｨ 0ｨ ﾂ ｨ 0608ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｦ ｨｨ 09ｨｰ060806ｨｦ ｨｰｨｨ0704 ｨｨ04 08ｨ ｨｪ0202 ｨｮｨｺｨ 04ｨ ｨｪｨｪ040 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ. 05ｨ 0ｨ ﾂｨ 0904ｨ 0608ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ ｨｰ06ｨｨｨｰ ｨｮ06ｨｴ02ｨｬ. 0306ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ ( ｨ ) 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ 05ｨｨ0206, 0708ｨｨｨｪｨｨｨｬｨ 06ｨｴ ｨｪｨｨ02. 02ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ, ｨｨ ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｨ08ｨ ｨｰｨｹ, 09 ﾂｨｨｨｰｨ 06ｨｰ ｨｪ ｨｪｨｨ07 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｪｨ ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｺ05ｨ ｨｬｨｪ0402 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ, ｨ ｨｪｨｨ04ｨｮ02ｨｬ ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ ﾂ ｨ 03ｨｮ ｨ ｨ ｨｪｨｪ ｨｨ ｨｺ0506 ﾂ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ04. 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｺ05ｨ ｨｬｨ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ 0802ｨｺ05ｨ ｨｬｨｪ040 06ｨ ｨｲ ｨｪｨｨｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬ ｨｰｨｨｨｰ020507ｨｬ 0706ｨｨ09ｨｺ ｨ ｨｦｨｰｨ 08ｨｪ002ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰ ( 0ｨ ｨ 03ｨｮ ｨｰｨ ｨｰ0907 ｨｬ0209ｨｰ ｨｮ0 ｨ ｨ ｨｪｨｪ ｨ 0605ｨｹ ｨｬｨ ｨｰｨ ｨｦ ｨｪ ｨｹｨｪ ｨｰ08ｨ 00ｨｨｨｺｨ 50% , ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ0907 ｨｪｨ 0706ｨｺｨ ｨｺ05ｨ ｨｬ04 09 ｨｰ02 ﾂ02ｨｪｨｨ02 ｨｪ02ｨｺ06ｨｰ ｨｨ060ｨ ｨｬ02ｨｪｨｨ. 0402ｨｺ05ｨ ｨｬｨｪｨ 07 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ07 ｨｪｨ 0609ｨｪ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ ｨ ｨｴ02ｨｬ 0905ｨｮ ﾂｨ 02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ. 0402ｨｺ05ｨ ｨｬ060ｨ ｨｰ0205ｨｹ 0706ｨｺｨｮ07ｨ 02ｨｰ 0708ｨ 0906 ｨｪｨ 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｨ0 06ｨ ｨｲ ｨｪｨｨｨｦ, ｨ ｨｪｨｪ ｨｨ09ｨｺ060904ｨｬｨｨ 04ｨ ｨ ｨｬｨｨ, ｨ ｨｴｨｨｨｬｨｨ ｨｪｨｪ ｨ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨ ｨ ｨｪｨｪ0208ｨｪ06ｨｦ, ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪｨ ｨｺ05ｨ ｨｬｨ ｨｪｨ 0708ｨ ｨｪｨ ｨｪｨ 0706ｨｺｨ 04 06ｨ ｨｲ ｨｪｨｨｨｦ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｦ ｨ ｨｮ0ｨｨｨｰ0608ｨｨｨｨ. ﾁ02ｨｬ 09ｨｨ05ｨｹｨｪ ｨ ｨｪ04 ｨｺ0506 ﾂ ｨ 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｺ05ｨ ｨｬ060ｨ ｨｰ020507, ｨｨ ﾂ02ｨｬ ｨ ｨｮ050708ｨｪ04 ｨｰｨ ｨｺｨｨ ｨ ｨｨ09ｨｺ ｨ ｨ 0, ｨｰ02ｨｬ ｨ 0605ｨｹ03ｨｨｨｦ ｨｺｨｰ ｨｨｨｬ0202ｨｰ 0802ｨｺ05ｨ ｨｬｨ ｨｨ ｨｰ02ｨｬ ｨ 0605ｨｹ ｨｪ07ｨｰ0907 ｨｺ0506 ﾂ ｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 04ｨ 0ｨ ﾂｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｪ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｮ ｨｰ090608ｨｨｨｰｨｹ ｨｪｨ 0802ｨｺ05ｨ ｨｬｨｪ0402 ｨ ｨ ｨｪｨｪ ｨｨ ｨｺｨ ｨｨ04 ｨｺ0506 ﾂ ( ﾂ02ｨｰｨ ｨｪｨｨｨｦ) ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ04 ｨ ﾂ02ｨｬ 009ｨｮ0 0802ｨｺ05ｨ ｨｬ060ｨ ｨｰ020502ｨｦ ｨｨ 09 05ｨｰｨｨｨｬ ｨ 0605ｨｹ0306ｨｦ ｨｨｨｪｨｰ ｨｰｨ ｨｰ ｨｰ080602ｨｪｨｨ02 ｨｬ ｨｦ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ

127 ｨ 04ｨ , ｨ 05ｨｹｨｺ06. 05ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ070 08ｨｪ002ｨｺ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ (009ｨｮ0 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609) 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ, ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ｨｨ0ｨ 02ｨｬ06ｨｦ 0708ｨｨｨ 0405ｨｨ, ｨｮ ﾂｨ 02ｨｬ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨ ｨｪｨｨ07 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ 04ｨ 0ｨ ﾂｨｨ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨ ｨ ｨｪｨｪ0208ｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ ｨｨｨｪｨｨｨｬｨ 06ｨｰ ｨｮ06ｨｴｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｪｨｨ07: ｨC 0802ｨｺ05ｨ ｨｬｨｪｨ 07 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｪ06 ｨｪｨ 060ｨｪｨｮ ｨｪ ｨｰ02 ﾂ02ｨｪｨｨ02 ｨｪ02ｨｺ06ｨｰ ｨ 0ｨ ｨｪｨｪ ｨｰ0609ｨｨｨｰ0205ｨｹｨｪ ｨｨ060ｨ (ｨｪｨ 0708ｨｨｨｬ0208, 09 ｨｰ02 ﾂ02ｨｪｨｨ ｨｮｨｴ02ｨｦ ｨｪ ｨｨ); ｨC 09 ｨｰ02 ﾂ02ｨｪｨｨ02 ｨｪ ｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ04 009ｨ (060ｨｨｨｪ) ｨ ｨ ｨｪｨｪ0208ｨ 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｨ08ｨｬ ｨ 0ｨ ﾂ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｺｨ ｨｺ ｨ ｨ ｨｪｨｪ0208ｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ04, ｨｰｨ ｨｺ ｨｨ ｨｺ0506 ﾂ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ ｨｨｨｪｨｨｨｬｨ 06ｨｰ ｨｮ06ｨｴｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｪｨｨ07: ｨC 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ ｨｰｨｮ07ｨ 06ｨｰ ｨｺ ｨ 0902ｨｮ ｨ ｨｰ0205ｨｹｨｪ06, ｨｪ06ｨｬｨｮ 09 ｨｺｨ 03004ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ; ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ040 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｰ02 ﾂ02ｨｪｨｨ02 04ｨ 0ｨ ｨｪｨｪ ｨｨ060ｨ 08ｨ 09ｨｪ06 N; ｨC 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｬ060302ｨｰ ｨｨｨｰｨｹ 0506ｨ ｨｮ ｨｪｨｮ; ｨC ｨｮ ﾂｨ 02 06ｨｰｨｺｨ 04ｨ ｨｰｨ ｨｪｨｨｨｨ ｨｺ05ｨ ｨｬ04, 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ 09 05ｨｰ06ｨｰ ｨｨ060 04ｨ ｨｺｨ 04ｨ ｨ 0605ｨｹ0302 ｨｪ ｨ 02ｨｰ (ｨｪｨ 0708ｨｨｨｬ0208, 06ｨ 08ｨ ｨｴｨ 02ｨｰ0907 ｨｺ 008ｨｮ0006ｨｬｨｮ 0802ｨｺ05ｨ ｨｬ060ｨ ｨｰ020506). 05ｨ 0ｨ ﾂｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｨ04 N 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｪ (009ｨｮ0) ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ0, ｨｰ ｨ 00ｨ 06ｨｴｨｨ0 ｨｪｨ ｨｨｨ ｨｺｨｨ02 09ｨｮｨｬｨｬ04 04ｨ 0708ｨ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ040 06ｨ ｨｲ ｨｪｨｨｨｦ. 0ｨ ｨｮ ﾂｨｪｨ 07 ｨｨ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｪ0609ｨｨ04ｨｪｨ 08ｨ ｨ 06ｨｰ ｨｰ06ｨｨｨｰ ｨｮ06ｨｴ02ｨｬ: ) ｨ 0405ｨｨ 06ｨ 06ｨ ｨｴ02ｨｪ04 ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪ04 ｨｺ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 04ｨ 0ｨ ﾂ ｨ 0608ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｨ ｨｰｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ 09020ｨｮｨｴｨｨ0 ｨｮ ﾂ02ｨｪ ｨ 05ｨ 09ｨｰｨｨ 04ｨ 0ｨ ﾂ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ; 2) 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 ｨｪ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ; 3) ｨｪ06 ﾂｨｨ090502ｨｪｨｪ0602 ｨｬ ｨｨ080609ｨ ｨｪｨｨ02 ｨｪｨ 0609ｨｪ ｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ; 4) 0ｨ ｨｪ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｺ06ｨｬ02ｨｪ0ｨ 02ｨｨｨｨ ｨ 0608ｨｮ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨｪ002ｨｺ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , ｨ ｨｨｨｰｨｬ0609 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｮ06ｨｴｨｨ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ : 00_I: 0505ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N ｨC 0905ｨｮ- ﾂｨ ｨｦｨｪ06 ｨｨ05ｨｨ ｨｨ ｨｰｨｪ06 04ｨ 08ｨ ｨｪ0202, 08ｨ ｨｪｨｨ ｨｪ ｨｪ02ｨｨ ｨｰｨｪ06, ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ 0904ｨ 0608ｨ 060ｨｪ (009ｨｮ0) 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｬ0603ｨｪ04ｨｬ 09 ﾂｨｨｨｰｨ 02ｨｰ ｨｪｨｨ02, ｨｺ06000ｨ ｨ ｨ ｨｪｨｪ ｨｨ05ｨｨ ｨ ｨｪ02 ｨ ｨｮ0ｨｮｨｰ ｨ ｨｪ04 ｨｪｨｨｨｺ06ｨｬｨｮ. 00_II: ｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ ｨｨ ｨｰｨｪ06 ﾂｨｨ ｨ ｨｺｨ 04- ﾂｨｨｨｺ0609 ｨｨ 08ｨ ｨｪｨｨ ｨｪ, ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ 0904ｨ 0608ｨ 060ｨｪ (009ｨｮ0) 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ _III: 0505ｨｮ ﾂｨ ｨｦ, 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ ｨｪｨｮ ｨｪｨｨ02 ｨｨ09ｨｺ0506 ﾂｨ 02ｨｰ0907, ｨｰ ｨｰｨｹ ｨ ｨ ｨｮ0ｨｮｨｰ ｨ ｨｪ04 060ｨｪ06ｨｬｨｮ (009ｨｮｨｬ) ｨｪｨｨｨｬ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬ, ｨｨ 0904ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｪ02 0ｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ. 04ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｮ06ｨｴｨ 07 ｨｬ ｨｹ. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨ ｨ 00ｨ 02ｨｬ040 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬｨｨ 0202ｨｪ (09ｨｮｨｬｨｬ ｨｪ) ｨｬ0603ｨｪ04 009ｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ : ) ｨｨ ｨｰｨｪ ｨ ｨｪｨｨ ｨｪ ｨｨ 2) ｨｪ02ｨｨ ｨｰｨｪ ｨ ｨｪｨｨ ｨｪ (0905ｨｮ ﾂｨ ｨｦ ｨ 0ｨ 07ｨｰｨｨ09ｨｪ040 ｨｬ ｨｦ, 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｰ ｨｮｨｴｨｨ0 09ｨ 08ｨｨｨ ｨｪｨｰ0609). 00_IV: ｨｰｨｨｨｺ06-ｨｨ ｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨｮｨｬ07 ｨｺ06ｨｪｨｺｨｮ08ｨｨ08ｨｮ06ｨｴｨｨｨｬｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ (0ｨ ｨC ｨｨ000806ｨｺｨ ｨｬｨｨ): ｨｬ ｨｹ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴｨｨｨｬ ｨｨ000806ｨｺ06ｨｬ ｨC 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ 06ｨ 08ｨ ｨｴｨ 06ｨｰ0907 ｨｺ 060ｨｪ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ02, ｨｨ 05ｨｨ03ｨｹ ｨｮ ﾂｨｨ09 06ｨｰｨｺｨ 04, 06ｨ 08ｨ ｨｴｨ 06ｨｰ0907 ｨｺ06 09ｨｰ060806ｨｦ ｨｹ I: N ｨC ｨｰ0607ｨｪｨｪｨ ｨｨ ﾂｨｨｨｪｨ, ｨｪ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪｨ ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ06 ﾂｨｨ ｨ ｨｺｨ 04- ﾂｨｨｨｺ0609 N ｨｰ ｨｰ0607ｨｪｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ06ｨｦ, ｨｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｪｨｨｨｨ ｨ 00ｨ 02ｨｬ ｨｪ. 0306ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 09ｨｰ0802ｨｬｨｨｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｰｨｪ0609ｨｰｨｹ 0904ｨ 0608ｨ 05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ (009ｨｮ0 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609). ) 0004ｨ ｨｪ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 02ｨ ｨｪｨｪｨ 07 04ｨ 0ｨ ﾂｨ 09 05ｨｨｨｰ0208ｨ ｨｰｨｮ0802 ｨｨ ｨｰｨｪｨ ｨｺｨ ｨｺ ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨ 07 04ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ [] ｨ 0902ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ ｨｮ ﾂ02ｨｪ ｨ ｨｪ00ｨｮ (ｨ ｨ ｨｰｨｪ04ｨｦ 08ｨ ｨｪ00). 04ｨ ｨｪ00 ｨｨｨｬ0202ｨｰ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ, 08ｨ ｨｪ00 N ｨC ｨｪｨ ｨｨ0ｨｮ003ｨｨｨｦ. 05ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ ｨｰｨｮ07ｨ 06ｨｰ ｨ ｨｰ0205ｨｹｨｪ ｨｮ ﾂｨ ｨｦｨｪ06ｨｬ ｨｺ02, 0708ｨｨ 05ｨｰ06ｨｬ ｨ ｨｪｨ ｨ 05060ｨ 02ｨｰ 08ｨ ｨｪ00 i-ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｮｨｴｨｨ0 (06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ04ｨｦ 08ｨ ｨｪ00). 08ｨ ｨｰｨｪ ｨ ｨｪ00ｨｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｪ02ｨｨ ｨｰｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｬ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: a i ｨC ｨ ｨ ｨｰｨｪ04ｨｦ 08ｨ ｨｪ00 i ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, y i ｨC 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ04ｨｦ 08ｨ ｨｪ00 i ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 i ｨｪｨｨ02 ｨ ｨｮ002ｨｰ ｨ ｨ ｨｰｨｪ06 05ｨｮ ﾂ03ｨｨｨｬ 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 06ｨｪ06 05ｨｮ ﾂ ｨｮｨｴｨｨ0 08ｨ 09ｨｪｨ i P( ai = / yi = ) = N 0207ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ07 ｦﾓ * ｨｮ06ｨｴｨ 07 min{ m ﾝ k : y * * = m = } ｦﾓ, m = k *, ｭ, N ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨｨ ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502 (). P = N ﾆ k 6ﾓ ) s= k N( s 6ﾓ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ03ｨｨ0 N, ｨ 00ｨ 07ｦﾁ = lim N ﾞ () ｨｮ ﾂｨ 02ｨｬ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｮ ｨｰｨｪ0609ｨｰｨｹ P = e ｨC = ｨｨ ｦﾁ = e ｨC = ｨ ｨｺ ｨｺｨ ｨｺ ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｮ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨｺ06, ｨｰ06, 0708ｨｨｨｬ02ｨｪ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｬ0603ｨｪ ｨｬｨｮ05ｨｨ080609ｨ ｨｰｨｹ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨ ｨｰ0200ｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04: ) [0,3686ｦN] ｨｪｨｨｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｮ09ｨｰｨｨｨｰｨｹ, 0708ｨｨ 05ｨｰ06ｨｬ ｨｪｨ - ﾂ02ｨｪｨｨ02 08 ｨｪｨ ｨｨ ｨｦ 0202ｨｪ04 ｨｨ ｨｪｨｪ040; 2) 0904ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ : ｨC ｨｪｨ ﾂｨｨｨｪｨ ｨｪ06ｨｬ0208ｨ [0,3686ｦN] ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907 k N 27

128 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｺ060904ｨｬ ｨｪ06ｨｬ020806ｨｬ m, ｨｺ06ｨｰ060804ｨｦ ｨ 00ｨ 02ｨｰ 0202ｨｪｨｮ M ｨ 0605ｨｹ0302 K ｨｮ07 05ｨｰ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ, ｨｬ0603ｨｪ06 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ｨｰｨｪ0609ｨｰｨｹ ｨ 08ｨ ｨｰｨｹ 00ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 05ｨｰ06 ｨｪｨ 0708ｨｨｨｬ ｨｰｨ ｨ 05ｨｨ ｨｰｨ ｨｪ04 0ｨ ｨｪｨｪ0402, ｨｰｨ ｨｪｨｪ0402 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09. 03ｨｮ09ｨｰｨｹ ｨｨｨｬ0202ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609, ｨｺ06ｨｰ ｨ 00ｨ 06ｨｰ 0202ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ 05ｨｪｨ ﾂ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨｪ N = 0 k ｨｪｨ 74,68 52,7 0,23 4,85 0,06 k ｨｪｨ 2,37 25,36 220,52 68,04 27, ｨｮ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ, ｨ ｨｮ09ｨｺｨ 02ｨｰ ｨｰ08ｨｨ ｨｪｨｨ07, ｨｨ 0609ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ0907 ｨｪｨ ｨｪｨｨｨｨ ｨｪ06ｨｬ020806ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨｪ ｨｮ ﾂｨ 02ｨｰ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ) 0004ｨ ｨｮ0 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｨ ｨｰ ｨｮ ｨｨ070 ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨｰｨｹ 009ｨｮ0 05ｨｮ ﾂ03ｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨｮ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ 0ｨ ﾂ02 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪｨ ｨｦｨｰｨｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨ ｨｰ0200ｨｨ06 ｦﾓ * = (ｦﾓ, ｦﾓ 2 ), ﾜ ｦﾓ < ｦﾓ 2 ﾜ N, ｨｺ06ｨｰ060806ｨｦ ｦﾓ ｦﾓ * * 2 P(( a ｦﾓ* =,a ｦﾓ = sup P(( a ｦﾓ, ｦﾓ ｦﾓ 2 * 2 =,a ｦﾓ = 2 ) ﾈ( a ｦﾓ* 2 = 2 ) ﾈ( a ｦﾓ = 2,a ｦﾓ * 2 = 2,a ｦﾓ = )) = 2 = )) ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ ｨｮ06ｨｴｨ 07 = min{ m ﾝ k : y = min{min{ n > m : y ｨｪｨ ｨｬｨｪ ｨｰ0902{ ｦﾘ : ｦﾓ * m * = } n = m} * = }, min{ n > m : n ﾝ l, y m = }} ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨｨ ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ (s, t) 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502 (2). l6ﾓ2 ( k 6ﾓ )( l 6ﾓ 2 ) ( k 6ﾓ)( l 6ﾓ k 6ﾓ ) P = ﾆ 6ﾓ + N( N 6ﾓ) s= k s 6ﾓ N( N 6ﾓ) (2) N 6ﾓ N l6ﾓ N 2( k 6ﾓ) 2( k 6ﾓ )( l 6ﾓ 2 ) + ﾆ ﾆ + ﾆ ﾆ N( N 6ﾓ) s= k t= s+ t 6ﾓ 2 N( N 6ﾓ) s= k t= l ( s 6ﾓ )( t 6ﾓ 2 ) ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ03ｨｨ0 N, ｨ 00ｨ 07, ｨｺｨ ｨｺ ｨｨ k l 08ｨ ｨｪｨｹ0302ｦﾁ = lim, ｦﾂ = lim ｨｮ ﾂｨ 02ｨｬ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｮ06 N ﾞ N N ﾞ N ｨｰｨｪ0609ｨｰｨｹ P ﾖ 0, ｨｨ ｦﾁ ﾖ 0,229, ｦﾂ ﾖ 0, ｨｰ08ｨ ｨｰ0200ｨｨ ｨ 0902ｨ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ) [0,2296ｦN] ｨｪｨｨｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｮ09ｨｰｨｨｨｰｨｹ, 0708ｨｨ 05ｨｰ06ｨｬ ｨｪｨ - ﾂ02ｨｪｨｨ02 K ｨｪｨ ｨｨ ｨｦ 0202ｨｪ04 ｨｨ ｨｪｨｪ040; 2) 0904ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨ ｨ ｨｪｨｪ0208ｨ : ｨC ｨｪｨ ﾂｨｨｨｪｨ ｨｪ06ｨｬ0208ｨ [0,2296ｦN] ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｺ060904ｨｬ ｨｪ06ｨｬ020806ｨｬ m, ｨｺ06ｨｰ060804ｨｦ ｨ 00ｨ 02ｨｰ 0202ｨｪｨｮ M ｨ 0605ｨｹ0302 K; 3) 0904ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 09ｨｰ ｨ ｨ ｨｪｨｪ0208ｨ : ｨC 006 ｨｪ06ｨｬ0208ｨ [0,6076ｦN] ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｺ060904ｨｬ ｨｪ06ｨｬ020806ｨｬ n, ｨｺ06ｨｰ060804ｨｦ ｨ 00ｨ 02ｨｰ 0202ｨｪｨｮ M, ｨC ｨｨ ｨｰｨ ｨｺ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｪ02 06ｨｺｨ ｨ 02ｨｰ0907, ｨｰ06, ｨｪｨ - ﾂｨｨｨｪｨ ｨｪ06ｨｬ0208ｨ [0,6076ｦN] ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨ ｨｺｨ 04- ﾂｨｨｨｺ, ｨｨ0903ｨｨｨｦ 0202ｨｪｨｮ, ｨｺ06ｨｰ0608ｨ 07 ｨｪｨｨ0302 ｨｰ0605ｨｹｨｺ ｨｪ04 M. 02ｨ ｨｪｨｪｨ 07 04ｨ 0ｨ ﾂｨ ｨ 0405ｨ ｨｪｨ 0ｨｨｨｺ0605ｨ ｨｬ 09 08ｨ ｨ 06ｨｰ02 [4]. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0708ｨｨｨｬ0208, 0ｨ ｨｪｨｪ04ｨｦ 09 ｨｰｨ ｨ ｨｮ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ ｨｮ09ｨｺｨ 02ｨｰ ｨｦ ｨｦ 0904ｨ ｨｪ 00205ｨ 02ｨｰ ｨｪｨ 8-ｨｬ 03ｨ 0002, 09ｨｰ060806ｨｦ ｨC ｨｪｨ 9-ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨｪ ｨｮ ﾂｨ 02ｨｰ 009ｨｮ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609, ｨ 00ｨ 06ｨｴｨｨ0 0202ｨｪ ｨｨ ｨｹ I: N ｨC 0905ｨｮ ﾂｨ ｨｦｨｪｨ ｨｨ ﾂｨｨｨｪｨ ｨｮｨｴｨｮ06 ｨｬ ｨｹ ｨｬ0603ｨｪ06 08ｨ 0903ｨｨ08ｨｨｨｰｨｹ, ｨ 00ｨ 07, ﾂｨｰ06 ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N ｨｰ ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ06ｨｦ (ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｪ02ｨｨ ｨｰｨｪ06). 00 0ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ ｨｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ07 ｨｪ02 0ｨ 05ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨｰ06 ｨｪ02 ｨ ｨｮ002ｨｰ 0904ｨ 08ｨ ｨｪ ｨｪｨｨ 060ｨｨｨｪ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ. ) 0004ｨ ｨｪ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 03ｨｮ09ｨｰｨｹ ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N ｨｰ0907 0ｨｨ09ｨｺ0802ｨｰｨｪ06ｨｦ 0905ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ06ｨｦ, 08ｨ ｨｪｨｪ06ｨｦ 08ｨ 09ｨｪ06ｨｬ0208ｨｪ06 06ｨｰ 006 M. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨｬｨｮ0502 () 0708ｨｨ ｨｰ0607ｨｪｨｪ06ｨｬ N k 6ﾓ Q ( N ). ﾆ = N s = k N( s 6ﾓ ) ｨ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ 060ｨｪ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｨ N ｨｰ ｨｮ ﾂｨ ｨｦｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ06ｨｦ, 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502 M ﾆ P = P( N = i )Q( i ). i= 06ｨ ｨｺ ｨｺｨ ｨｺ 0708ｨｨ 08ｨ 09ｨｪ06ｨｬ0208ｨｪ06ｨｬ 08ｨ ｨｪｨｨｨｨ M P ( N = i ) =, ｨｰ06 P = ﾆ Q( i ). M M i= 00 ｨｰｨ ｨ ｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ k ｨ 0405ｨｨ ﾂｨｪ ﾂｨｨ0905ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 M (0ｨ ｨｪｨｪ ｨｰｨ ｨｪ04 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09 04ｨ 2006ｨC ). 06ｨ ｨｺ ｨｺｨ ｨｺ ｨ 09ｨｪ06 05ｨｰｨｨｨｬ 0ｨ ｨｪｨｪ04ｨｬ M 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨｺ06, ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨ ｨｮ002ｨｰ 0708ｨｨｨｬ0208ｨｪ06 08ｨ 09ｨｪｨ 0, ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ k ｨ 0405ｨｨ ﾂｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ M M k * M k * ｨ ｨ 05ｨｨ02ｨ 2 28

129 ｨ 04ｨ , ｨ 05ｨｹｨｺ06. 05ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ070 08ｨｪ002ｨｺ09 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｰ06ｨｨｨｰ ｨｮ06ｨｴ02ｨｬ: ｨｪ0206ｨ 0060ｨｨｨｬ ｨｮ09ｨｰｨｨｨｰｨｹ k 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609, 0708ｨｨ 05ｨｰ06ｨｬ, 04ｨ 0706ｨｬｨｨｨｪｨ 07 ｨｪｨ ｨｨ ｨｮ06 ｨｨ ｨｪｨｪ ｨｪ, ｨ 04ｨ ｨｰ02ｨｬ 0904ｨ 08ｨ ｨｰｨｹ ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｺ06ｨｰ060804ｨｦ ｨｨｨｰ 0202ｨｪｨｮ, ｨ 06ｨｴｨｮ ｨｮｨｴｨｨ ｨｪｨｨ ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09, 09ｨｨ0ｨｪ06, ﾂｨｰ06 ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｺ060502ｨ 0502ｨｰ ｨｰ ｨｰｨｹ 08ｨ ｨｪｨｨ02 ﾂｨｨ0905ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｬ0603ｨｪ ｨｨｨｰｨｹ 08ｨ 09ｨｪ06ｨｬ0208ｨｪ04ｨｬ 06ｨｰ ｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ0602 k ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪ , ｨ ｨｰｨｪ0609ｨｰｨｹ ｨｮ ｨ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ,35. ) 0004ｨ ｨｮ0 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ ｨｺ ｨｨ 08ｨ ｨｪ ｨｮ09ｨｰｨｹ ﾂｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N 08ｨ ｨｪ06 08ｨ 09ｨｪ06ｨｬ0208ｨｪ06 06ｨｰ ｨ 0604ｨｪｨ ﾂｨｨｨｬ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ 0708ｨｨ ｨｰ0607ｨｪｨｪ06ｨｬ N ｨｨ ｨｬｨｮ0504 (2) 2( k 6ﾓ) + N ( N 6ﾓ) ( k 6ﾓ)( l 6ﾓ 2) S( N ) = N ( N 6ﾓ) N 6ﾓ N ﾆ ﾆ s= k t = s+ 2 t 6ﾓ l 6ﾓ2 ﾆ s= k ( k 6ﾓ)( l 6ﾓ k 6ﾓ ) 6ﾓ s 6ﾓ N ( N 6ﾓ ) 2( k 6ﾓ)( l 6ﾓ 2) + N ( N 6ﾓ) l 6ﾓ N ﾆ ﾆ s= k t = l. ( s 6ﾓ)( t 6ﾓ 2) M ﾆ ｨ ｨｰｨｪ0609ｨｰｨｹ ｨｮ ｨ 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502 P = P( N = i) S ( i) ｨｨ05ｨｨ, ｨｮ ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ06 i= i= M P( N = i) =, P = ﾆ S( i) ｨｨ 0302 N 08ｨ M M M ｨｪ06 06ｨｰ M 006 M 2, ｨｰ06 P = ﾆ S ( i). M 2 6ﾓ M i= M 0ｨ 0708ｨｨｨｬ0208, ｨｨ N 08ｨ ｨｪ06 08ｨ 09ｨｪ06ｨｬ0208ｨｪ06 06ｨｰ , ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ 08ｨ 09ｨｪｨ ｨｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 k * =40 ｨｨ ｦﾋ * = ｨｹ II: N ｨC ｨｰ0607ｨｪｨｪｨ ｨｨ ﾂｨｨｨｪｨ, 08ｨ ｨｪｨｨ ｨｪ ｨｨ ｨｰｨｪ ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ 0708ｨｨ 0904ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 00ｨ 02ｨｬ040 ｨｨｨｬｨｨ 0202ｨｪｨ 0 (ｨｨ ｨｰｨｪｨ 00ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ ｨｪ). 06ｨｰ06 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ04ｨｦ 0905ｨｮ ﾂｨ ｨｦ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ. ) 08ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ ｨｪ ｨｰ ﾂｨｰ06ｨ 04 09ｨｬ ｨｨ080609ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｨ, ｨ ｨｪｨｪ ｨ ｨｪｨｨ02ｨｬ ｨ 00ｨ 02ｨｬ ｨｪ, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪｨ ｨｦｨｰｨｨ 09ｨ ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 08ｨ ｨｪｨｨ ｨｪ ｨｨ05ｨｨ ｨｰｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｨ ｨｮ02ｨｬ0402 ｨｪｨ ｨｬｨｨ ｨｨ ﾂｨｨｨｪ ｨｰ0907 ｨｪ ｨｪ04ｨｬｨｨ ｨｪｨ ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｨ 08ｨ ｨｪｨｨ ｨｹ04ｨｮ02ｨｬ0907 ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ. 0ｨ 0609ｨｪ ｨｰｨ ｨｪｨｪ06ｨｦ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪｨ 0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ04, ｨ 05ｨ 09ｨｹ 0904ｨ 0608ｨｺｨ ｨｨ ｨｪｨ ﾂ02ｨｪｨｨｨｦ 0202ｨｪ. 0809ｨｪ06, ﾂｨｰ ｨ 0405ｨｨ ﾂｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ 0802ｨｺ05ｨ ｨｬ04 08ｨ ｨｪｨｨ ｨｪ ｨ ｨｮ0ｨｮｨｰ 08ｨ 04ｨｪ04ｨｬｨｨ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 ｨ 0405ｨｨ ｨｪ04 ﾂ02ｨｰ ｨｺ ｨ 0302ｨｪｨｪ ｨ 05ｨ 09ｨｰｨｨ: 06ｨｰ0040, 09ｨｰ0806ｨｨｨｰ0205ｨｹ09ｨｰ0906, ｨｨ ｨｰ0906 ｨｨ ｨｰｨ 09ｨｺｨｨ, 0802ｨｺ05ｨ ｨｬｨ (ｨｰｨ ｨ 05. 3). 0002ｨｰ06006ｨｬ ｨｪｨ ｨｨｨｬ02ｨｪｨｹ03ｨｨ0 ｨｺ09ｨ 008ｨ ｨｰ0609 ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04 00ｨｮｨｪｨｺ02ｨｨｨｨ 08ｨ ｨｪｨｨ ｨｪ ｨｨ ｨｨ0 07ｨ 08ｨ ｨｬ02ｨｰ ｨ 05ｨ 09ｨｰｨｹ 0,0 0,009 0,008 0,007 0,006 0,005 0,004 0,003 0,002 0, ｨｮｨｪｨｺ02ｨｨｨｨ 08ｨ ｨｪｨｨ ｨｪ ｨｨ ﾂ0209ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N ｨ ｨ 05ｨｨ02ｨ 3 08ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ07, 6ﾓｦﾋx F( x ) = 6ﾓ e 07ｨ 08ｨ ｨｬ02ｨｰ08 ｦﾋ 06ｨｰ ｦﾋ =0,0 09ｨｰ0806ｨｨｨｰ0205ｨｹ09ｨｰ ｦﾋ =0, ｨｨ ｨｰ0906 ｨｨ ｨｰｨ 09ｨｺｨｨ 32 ｦﾋ =0, ｨｺ05ｨ ｨｬｨ 58 ｦﾋ =0, ｦﾋ =0,008 0ｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ ｨｪ 0708ｨｨｨｬ ｨｰｨｪ0609ｨｰｨｨ 08ｨ ｨｪｨｨ07 06ｨ ｨｴ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0202ｨｪ N = 4 (ｦﾋ = 0.008). 07 ﾂｨｨｨｰ0409ｨ ｨｮ ﾂ02ｨｪｨｪｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｪｨｨｨｨ 0202ｨｪ, ｨｪｨ ｨｦ002ｨｬ ｨｪｨｨ ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨｰｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨｨ ｨｪ N = 4 (ｦﾋ = 0.008) 2) 0004ｨ ｨｪ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 03ｨｮ09ｨｰｨｹ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨｰｨｹ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｨ ｨｨ ｨｰｨｪ06 08ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨｪ. 00 0ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ 0904ｨ ｨｮｨｴ0209ｨｰ ｨｰ0907 ｨｪｨ 0609ｨｪ ｨｪ ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｰｨｹ ｨｰｨｮ070502ｨｪｨｨ02ｨｬ ｨｪｨｨ07 ｨｮｨｺｨ ｨ 02ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ ｨ a ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907, ｨｰ0605ｨｹｨｺ ｨｨ 06ｨｪ ｨ 02ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ02 a ｨｨ 06ｨｰ ｨ 02ｨｰ0907 ｨｨｨｪｨ - ﾂ ｨ ｨｰ0205ｨｹｨｪ06, 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨｮｨｴｨｨ0 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ040 04ｨ 0ｨ ﾂ, 0904ｨ 0608 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨ ｨｪ ｨｮ0302 ｨｪｨ ｨｬ 03ｨ ﾂｨｨｨｰ0409ｨ 07 08ｨ ｨｪｨｨ ｨｪ, ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0904 ﾂｨｨ090502ｨｪｨ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ. N i6ﾓ 6ﾓｦﾋxi N 6ﾓi+ 6ﾓｦﾋa 69 (6ﾓ e ) 62 P = ﾆ (6ﾓ e ) 60 6ﾓ 63 (3) i= 6 N 6ﾓ i + N 6ﾓ i ｨｰｨ ｨ ｨ ｨｪ04 ﾂｨｨ090502ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 N ｨｨ ｦﾋ. 0508ｨ 09ｨｪｨｨｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｮ ｨｪ ｨ 0608ｨ ｨｮ ﾂｨ 07 ｨ 0204 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ( ｨｹ I) ｨｨ 0905ｨｮ ﾂｨ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ( ｨｹ II) ｨｮ ﾂ02ｨｪｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 09ｨｨ0ｨｪ06, ﾂｨｰ06 06ｨ 05ｨ 0ｨ ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 08ｨ ｨｪｨｨｨｨ 0202ｨｪ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨ 02ｨｰ 03ｨ ｨｪ0904 ｨｪｨ ｨｮ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0708ｨｨｨｬ N = 32 ｨｨ ｦﾋ =0, ｨｰｨ ｨ ｨ ｨｪ ｨｪ04, ｨｪｨｪ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬｨｨ 09 06ｨ 05ｨ 09ｨｰｨｨ ｨｨ ｨｰ09ｨ ｨｨ ｨｰｨ 0906ｨｺ. 29

130 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨ 0405ｨｨ ﾂｨｪ040 N ｨｨ ｦﾋ 06ｨ ｨ 05ｨｨ02ｨ ｨｨ ﾂ0209ｨｰ ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ07, 05ｨｪｨ ﾂ02ｨｪｨｨ ｨ a ｨｰｨｪ0609ｨｰｨｹ ｨｮ ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N F(x) =ｨCe ｨCｦﾋx, 07ｨ 08ｨ ｨｬ02ｨｰ08 ｦﾋ 4 ｦﾋ = ｦﾋ = ｦﾋ = ｦﾋ = ｦﾋ = ｨｪ04 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ 05ｨ 09ｨｰｨｨ ｨｨ ｨｰ09ｨ ｨｨ ｨｰｨ 0906ｨｺ N = 32, ｦﾋ = 0,006 06ｨ ｨ 05ｨｨ02ｨ ｨｪ04, 09 ｨｮ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ ｨ 0405ｨｨ ﾂｨｪ040 N ｨｨ ｦﾋ 06ｨ ｨ 05ｨｨ02ｨ ｨｨ ﾂ0209ｨｰ ｨｮｨｪｨｺ02ｨｨ07 08ｨ ｨｪｨｨ07, 05ｨｪｨ ﾂ02ｨｪｨｨ ｨ a ｨｰｨｪ0609ｨｰｨｹ ｨｮ ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609 N F(x) =ｨCe ｨCｦﾋx, 07ｨ 08ｨ ｨｬ02ｨｰ08 ｦﾋ 4 ｦﾋ = ｦﾋ = ｦﾋ = ｦﾋ = ｦﾋ = ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ, 0904 ﾂｨｨ090502ｨｪｨｪ ｨｬｨｮ0502 (3), a = ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ ｨｮ09ｨｺｨ 02ｨｰ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨｪ0402 ｨｨｨｬｨｨ 0202ｨｪ04 ｨｪ ｨ 06ｨｰ a ｨｦ 0904ｨ ｨ ｨｪ ｨ ｨｰｨｹ ｨｪｨ 9-ｨｬ 03ｨ ｨｮ05ｨｹｨｰｨ ｨｰ02, 06ｨｪ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｪ06ｨｦ 08ｨ 09ｨｪ06ｨｦ ) 0004ｨ ｨｮ0 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｮ09ｨｰｨｹ ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 08ｨ ｨｰｨｹ 009ｨｮ0 05ｨｮ ﾂ03ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609, ｨｨ ｨｨ ｨｰｨｪ06 08ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨｪ. 00 0ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨｰｨ ｨｺ0302 ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪｨ ｨｦｨｰｨｨ ｨ ｨｨｨｪ07ｨｰｨｨ07 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨ ｨｰｨｪ0609ｨｰｨｹ ｨｮ0ｨ ﾂｨｪ ｨ 0608ｨ 0904 ﾂｨｨ ｨｰ ｨｬｨｮ0502 (4) P = 2 = 2 = 2 N 6ﾓ N ﾆ ﾆ ﾒdF( x )... ﾒ df( xi6ﾓ ) ﾒdF( xi ) ﾒ i= k = i+ 0 a ﾒ... df( x 0 N 6ﾓ N ﾆ ﾆ i= k = i+ N ﾆ i= 2 ( i 6ﾓ)(6ﾓ e 6ﾓｦﾋa N 6ﾓi (6ﾓ e ) 6ﾓ N 6ﾓ i + a ﾞ ﾒ k 6ﾓ xi ( 6ﾓ e + 6ﾓｦﾋa 6ﾓｦﾋa ﾞ k 6ﾓ2 ) ) k a 0 ﾒ a xi ﾒ ) df( x ) df( x 0 i6ﾓ2 ｦﾋe 6ﾓｦﾋxi N 6ﾓ i + 64 ﾞ k + ( 6ﾓ e xi ﾒ 6ﾓｦﾋxi 6ﾓｦﾋa N 6ﾓi 69 (6ﾓ e ) 60 6 N 6ﾓ i + 2 a 0 ) + 2 a 0 )... df( x N 6ﾓk df( x N e ) = 6ﾓｦﾋxi i+ dx 6ﾓ N 6ﾓ i + 2 i ) (4) 00 ｨｰｨ ｨ ｨ ｨｪ04 ﾂｨｨ090502ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 0405ｨｨ ﾂｨｪ040 N ｨｨ ｦﾋ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨｨ0 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｨｨｰｨｮｨ 02ｨｨｨｨ, 0607ｨｨ09ｨ ｨｪｨｪ06ｨｦ 09 ｨｰｨ ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: 0ｨ ｨｺｨ 03006ｨｬ 03ｨ 0002 ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ ｨｨｨｪ07ｨｰｨｨ ｨｰ02ｨｪ002ｨｪｨｰ0609 a = ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ ｨｮ09ｨｺｨ 02ｨｰ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨｪ0402 ｨｨｨｬｨｨ 0202ｨｪ04 ｨｬ02ｨｪｨｹ0302 ﾂ02ｨｬ a. 0004ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨ ｨｪ ｨ ｨｰｨｹ ｨｪｨ 9-ｨｬ 03ｨ 0002, ｨ 09ｨｰ ｨC ｨｪｨ 2-ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨｪ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ07 009ｨｮ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｪｨ ｨｬｨｨ ｨｨ ｨｹ II: ｨｺ08ｨｨｨｰ0208ｨｨｨｦ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨC ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｨ0ｨ 02ｨｬ06ｨｦ 0202ｨｪ04 (09ｨｮｨｬｨｬ ｨｪ) 0808ｨｨｨｰ0208ｨｨｨｦ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨC ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｰｨｪ0609ｨｰｨｨ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｪ ｨ ｨｬ060302ｨｰ 0708ｨｨ090209ｨｰｨｨ ｨｺ ｨｮ ﾂ02ｨｪｨｨ06 ｨｪｨ ｨｨｨ 0605ｨｹ0302ｨｦ 0202ｨｪ04. 0ｨ 0708ｨｨｨｬ0208, ｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ 06ｨｺｨ 04ｨ 05ｨｨ09ｨｹ 09 09ｨ ｨｬ06ｨｬ ｨｪｨ ﾂｨ 0502, ｨｰ ｨｨ09ｨ ｨｪｨｪ06ｨｦ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨ ｨｨ0 ｨｪ ｨｨｨｬ02ｨｰ, ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｬ060302ｨｰ ｨｮ ﾂｨｨｨｰｨｹ ｨ 05ｨｹｨｪ040 09ｨｨｨｰｨｮｨ 02ｨｨ ｨ 0902ｨｮ ｨｪ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｨ08ｨ ｨｰｨｹ 09ｨ ｨｬ ｨｮ ﾂ , 06ｨｪ 05ｨｨ03ｨｹ 04ｨ ｨｨｨｪｨｰ ｨ ｨｪ 09 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ 0603ｨｨ0ｨ 02ｨｬ06ｨｦ ｨ 00ｨ 02ｨｬ06ｨｦ 30

131 ｨ 04ｨ , ｨ 05ｨｹｨｺ06. 05ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ070 08ｨｪ002ｨｺ ｨｪ ｨｹ040609ｨ ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨｰｨ ｨｺ ｨｺ08ｨｨｨｰ0208ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ ｨｰｨｪ0609ｨｰｨｹ 0904ｨ 0608ｨ ｨｪｨ ｨｨｨ 0605ｨｹ ｨｪｨｨ ｨｺｨ 03006ｨｦ 06ｨｰ00205ｨｹｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ, ｨｪ06 ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｪ ｨｮ ﾂｨ 02ｨｬ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨｪｨｨｨｨ ｨ 0605ｨｹ ﾂｨｨ0905ｨ 0802ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｬ ｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ: ｨC ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ 0708ｨｨｨｪｨｨｨｬｨ 06ｨｰ0907; ｨC ｨ ｨｰ0802ｨｬｨｨｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ ｨｪ (09ｨｮｨｬｨｬ ｨｪ); ｨC 08ｨ ｨｪｨｨ ｨｪ ｨｨ ｨｰｨｪ06. ) 0004ｨ ｨｪ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｪｨｨ02 0ｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ 0060ｨｨｨｰ0907 ｨｬ02ｨｰ060ｨ ｨｬｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ07. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ u i ｨC 0904ｨｨ ｨ 0902ｨ ｨｪｨ 03ｨ 0002 i. 0ｨ ｨｪ02ｨｬ 03ｨ ｨ ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｨ ﾞ 0904ｨｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 08ｨ 0902ｨｪ un = ﾒ xdf( x ) = 0ｨ ｦﾋ 0 03ｨ 0002 N- 0904ｨｨ ｨ 0902ｨｪ u un ﾞ N 6ﾓ = ﾒ undf( x ) + ﾒ 0 un xdf( x ) 0ｨ 03ｨ 0002 i- 0904ｨｨ ﾂｨｨ ｨｰ ｨｺｨｮ080802ｨｪｨｰｨｪ06ｨｦ ｨｬｨｮ0502 u ui ﾞ 6ﾓｦﾋx i6ﾓ = ﾒ uiｦﾋe dx + ﾒ 0 ui xｦﾋe 6ﾓｦﾋx ﾂｨｨｨｰｨ 02ｨｬ 0904ｨｨ ｨｨ ｨｨ000806ｨｺｨ ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 08ｨｪ002ｨｺ ｨｰｨ ｨ ｨ ｨｪ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｨ ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0708ｨｨ N = 32 ｨｨ ｦﾋ = 0, ｨｹ04ｨｮ07 ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｬｨｮ0504, ｨｮ ﾂｨ 02ｨｬ ｨｮ06ｨｴｨｮ ｨｰｨｨｨｬｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨ ｨｰ0200ｨｨ ｨ 0902ｨ (0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0ｨ ｨｪｨｪ04ｨｬ, ｨｰｨ ｨｪｨｪ04ｨｬ 09 ｨｰｨ ｨ 05. 5): ｨ ｨｪ 0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ0907 ｨｪｨ 9-ｨｬ 03ｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 06ｨｪ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｨ ｨｪｨｮ ) 0004ｨ ｨｮ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ ｨｪｨｪ06ｨｦ ｨｬ ｨｨ ｨ 0902ｨｮ ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 08ｨ ｨｰｨｹ 009ｨｮ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｨ 05ｨｰ06ｨｬ 06ｨｪ 09ｨｰ0802ｨｬｨｨｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ02 09ｨｮｨｬｨｬ ｨ 00ｨ 02ｨｬ ｨｪ ｨｨｨｬ ｨｮ06ｨｴｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, ｨｪｨ 0609ｨｪ ｨｺ06ｨｰ ｨｰ080607ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨｦ. V = max{ E V V k k,m = max{ X u k = EV k k k,k + k + X ;E V m k k + ;E }, ﾜ k ﾜ N 6ﾓ V k,m k,m+ dx },k + ﾜ m ﾜ N V V N + k,n + = 0 = ｨ 0604ｨｪｨ ﾂｨｨｨｬ u k ｨC 0904ｨｨ ｨｨ000806ｨｺｨ ｨｪｨ 03ｨ 0002 k, ｨｨ 06ｨｪ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, u k,m ｨC 0904ｨｨ ｨｨ000806ｨｺｨ ｨｪｨ 03ｨ 0002 m, ｨｨ 06ｨｪ 0904ｨ ｨｨ08ｨ 02ｨｰ 09ｨｰ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0708ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ ｨｪ ｨｮ ｨ 08ｨ 05 ｨｪｨ 03ｨ 0002 k. u u k = E( max{ X k,m k = E( max{ X + u m ;u k,k + ;u k,m+ k + }), ﾜ k ﾜ N 6ﾓ }), k + ﾜ m ﾜ N 0004 ﾂｨｨ0905ｨｨｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨｦ u k = u = u u = E( max{ X k,m k,k + k,k + uk,m+ ﾒ 0 + E( max{ X ;u + uk+ 6ﾓuk,k + ﾒ 0 k ( u = E( max{ X u k,m+ + u k + m df ( x) + 05ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ ｨｦ N = 32 ｨｨ ｦﾋ = 0,006 = k,k + k 6ﾓ u ; u uk,m+ ;u k + k,k + k,m+ ﾞ ﾒ k + }) 6ﾓ u }) xdf ( x) k,k + }) ) df( x ) + ﾞ ﾒ uk+ 6ﾓuk,k + u u N + k,n + x df ( x) = 0; = 0 k, m ｨｨｨｬ0208ｨ ｨｨ04 ｨｰｨ ｨ ｨｮ ﾂｨｨｨｬ, ﾂｨｰ ｨｨ0ｨ 02ｨｬ ｨｨ ｨｨ u 08ｨ 09ｨｪ ｨｨ ｨ ｨｬ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬ ｨｮ ﾂｨ 07, ｨｺ06000ｨ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｨｨｪ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｨ ｨｨｨｪ07ｨｰｨｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0ｨ ｨｪ04 09 ｨｰｨ ｨ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 09ｨｨ0 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ N = 32 ｨｨ ｦﾋ = 0,006 (ｨｪｨ 0609ｨｪ ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ ｨｰｨ ｨ 05. 5). 0ｨ ｨｺｨ 03006ｨｬ 03ｨ 0002 ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 06ｨｰ ｨｨ ｨｨｨｪ07ｨｰｨｨ ｨｰ02ｨｪ002ｨｪｨｰｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｰ04ｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ ｨ 0605ｨｹ ｨｨ0ｨ 02ｨｬ ｨｨ ｨ ｨｪｨ ｨｰ06ｨｬ 03ｨ 0002 ( ), 09ｨｰ060804ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｰｨｪｨ 002ｨ ｨｰ04ｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ ｨｨ0ｨ 02ｨｬ ｨｨ ｨ ｨｪｨ ｨｮ06ｨｴ02ｨｬ 03ｨ 0002 ( ) ｨｮ05ｨｹｨｰｨ ｨｰ02, ｨ ｨｮ ﾂｨ 02ｨｰ 09 09ｨｮｨｬｨｬ ｨｰ08ｨｮ0ｨｪ06 04ｨ ｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｨ ｨｪｨｪ ｨｨｨｬ0208ｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｰ0200ｨｨ07 0ｨ 02ｨｰ ｨｨｨｦ, ｨｪ06 ｨｪ02 09ｨ ｨｬ04ｨｦ 05ｨｮ ﾂ03ｨｨｨｦ ｨｬ0603ｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｹ III: 080ｨ 07ｨｰｨｨ09ｨｪ0402 ｨｬ ｨｨ ｨｪ02ｨｨ ｨｰｨｪ ｨ ｨｪｨｨ ｨｪ 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｬ ｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ: ｨC ｨｪｨｨ02 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ 0708ｨｨｨｪｨｨｨｬｨ 06ｨｰ0907; ｨC ｨ ｨｰ0802ｨｬｨｨｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ ｨｪ (09ｨｮｨｬｨｬ ｨｪ); ｨC 09ｨｨ0 08ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ040 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬｨｨ 06ｨ ｨ 05ｨｨ02ｨ 7 k u k

132 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ ﾂ02ｨｪｨｨ N = 32 ｨｨ ｦﾋ = 0,006 06ｨ ｨ 05ｨｨ02ｨ 8 k u k + 6ﾓ u k,k ｨｪ ｨｨ ｨｰ02ｨｪ, ｨｪｨ 0708ｨｨｨｬ0208, 05ｨｰ06 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨ ｨｪｨｨ02, ｨｪ06 07ｨ 08ｨ ｨｬ02ｨｰ08 05ｨｰ ｨ ｨｪｨｨ07 ｦﾋ ｨｪ02ｨｨ ｨｰ02ｨｪ ｨ 00ｨ 02ｨｰ0907 ｨ 0ｨ 07ｨｰｨｨ09ｨｪｨ 07 ｨｬ ｨｹ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ, 09 ｨｺ06ｨｰ060806ｨｦ ｨｪｨ ｨｺｨ 03006ｨｬ 03ｨ ｨ ｨｪｨ 0609ｨｪ ｨｮ ﾂ02ｨｪｨｪ040 08ｨ ｨｪ ｨｪｨｨｨｦ ｨｪｨｨ09ｨ 02ｨｰ 07ｨ 08ｨ ｨｬ02ｨｰ08 08ｨ ｨｪｨｨ ｨｪ ｨｨ, ｨｮ ﾂｨｨｨｰ0409ｨ ｨ ｨｪｨｪｨｮ ｨｪｨｺｨｮ, ｨ 02ｨｰ 04ｨ 0ｨ ﾂｨｮ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ. 05ｨ ｨｺ06ｨｪ 08ｨ ｨｪｨｨ07 ｨｨｨｬ0202ｨｰ 09ｨｨ0 F(x) =ｨCe ｨCｦﾋx, x ﾝ ｨ ｨｪｨｪ06ｨｦ ｨｰｨ ｨｪ0609ｨｺ02 07ｨ 08ｨ ｨｬ02ｨｰ08 05 ｨｪ02ｨｨ ｨｰ02ｨｪ. 02ｨｪ ｨｪｨｨ09ｨ 02ｨｰ ｨｪｨ ｨ ｨｪｨｨ07. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨ0ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ ｨ ｨｪｨｨ07 08ｨ 09ｨｪ06 /ｦﾋ, ｨｰ06 09 ｨｺｨ ﾂ0209ｨｰ ｨｪｨｺｨｨ 05 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ, 08ｨ 09ｨｪｨ ｨｨ ﾂｨｨｨｪ02, 06ｨ 08ｨ ｨｰｨｪ06ｨｦ 0904ｨ ﾂｨｪ06ｨｬｨｮ ｨｪ02ｨｬｨｮ, ｨｰ. 02. ｦﾋ = = ﾆ i i x j a i 6 i. j= 64 09ｨｮ002ｨｬ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｪｨ i-ｨｰ06ｨｬ 03ｨ 0002 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｪ02ｨｺ06ｨｰ0608ｨ ｨｪｨｺｨ ｦﾋ i 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｦﾋ. 05ｨ ｨｰ02ｨｬ 09 ﾂｨｨｨｰｨ 02ｨｰ0907, ﾂｨｰ ｨｮ06ｨｴｨｨ02 ｨｪｨ ｨ ｨｪｨｨ07 08ｨ ｨｪ ｨ ｨｺ06ｨｪｨｮ ｨｮ ﾂ02ｨｪｨｪ04ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ0806ｨｬ ｨｬ ｨｰｨｮ070502ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪｨｺｨ ｨｮｨｰ06 ﾂｨｪ0702ｨｰ ｨｮ ﾂ02ｨｪｨｨ07 06 ﾂ ｨｪ ｨｪｨ ｨ ｨｪｨｨ07 x i+ 0904ｨ ﾂｨｪｨ ｨｪ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｬｨｮ0502 ai + = ai + ( xi+ 6ﾓ ai )/( i + ). 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ f ｦﾋ (x) ｨC ｨｰｨｪ0609ｨｰｨｹ 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨ ｨｪｨｨ07 F ｦﾋ (x) 09 ｨｪ02ｨｨ ｨｰｨｪ04ｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ0806ｨｬ ｦﾋ. f ｦﾋ (x) = ｦﾋe -ｦﾋx, x ﾝ 0. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ ﾂ v(x, a, i), i =, ｭ, N, 00ｨｮｨｪｨｺ02ｨｨ06 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｨ0ｨ 02ｨｬ ｨｨ ｨ ｨｪｨ i-ｨｬ 03ｨ 0002, ｨｺ06000ｨ ｨｰ02ｨｺｨｮｨｴｨ ｨｪｨｺｨ ｨｪ ｨ 09ｨｪｨ ｨ ｨ v ｨｮ ｨｰ ｨｰ ｨｮ08ｨ 09ｨｪ02ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ 6 ﾞ t 6ﾓ a 65 v ( x,a,i 6ﾓ) = max62x, ﾒ v( x,a +,i) f/ a ( t) dt66 63 a ｨｮ ﾂｨ 02, ｨｨ ｨｪ ｨ 00ｨ ｨｪ02 ｨ ｨ ｨｪ ｨ 0608ｨ, ｨ ｨｪｨｮ03002ｨｪ 0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ0907 ｨｪｨ ｨｪ02ｨｬ ｨｪｨｨｨｨ, ｨ ｨｰ0205ｨｹｨｪ06, v(x, a, N) =x. 002ｨｰ08ｨｮ0ｨｪ06 006ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06 00ｨｮｨｪｨｺ02ｨｨ07 v(x, a, i) ｨｨｨｬ0202ｨｰ 09ｨｨ0 6ﾓ { x,aｦﾁ },i = 2,..., N v( x,a,i 6ﾓ) = max 6ﾓ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｦﾁ ｨｮ ｨｰ ｨｰ 0802ｨｺｨｮ080802ｨｪｨｰｨｪ04ｨｬ ｨｬｨｮ05ｨ ｨｬ 6ﾓｦﾂ 6ﾓｦﾂ 6ﾓｦﾂ 6ﾓｦﾂ ｦﾁ,..., ｦﾁ = + ｦﾁ (6ﾓe 6ﾓ ｦﾂe / i) 6ﾓ(6ﾓe 6ﾓ ｦﾂe ) N 6ﾓ = i i 6ﾓ i, ｨｨ 00002, ﾂ ｨｹ, ｦﾂ = ( i 6ﾓ) ｦﾁi/( i 6ﾓｦﾁi ) ｨｹ ｨ 0ｨ 07ｨｰｨｨ09ｨｪｨ ｨｬｨ 0904ｨ 0608ｨ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ. 00 ｨｪｨ ﾂｨ ｨ 0ｨ ｨｪｨｪ ｨ ｨｲ02ｨｬｨ 0904ｨ 0608ｨｺｨｨ N 0904 ﾂｨｨ ｨｰ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｦﾁ, i = N ｨC, ｭ, 2. 02ｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ 04ｨ ｨｰｨｮ07ｨ 06ｨｴｨｨｨｬｨｨ ｨｪｨｨ07ｨｬｨｨ x i, i =, 2, ｭ ｨ ｨｪｨｪ04ｨｬ ｨｪｨ ｨ ｨｪｨｨ07ｨｬ ﾂｨｨｨｰ0409ｨ 02ｨｬ ｨｰ02ｨｺｨｮｨｴ ｨ ﾂｨｪ0602 i ｨｪ0202 a =x, a i = ﾆ x j, i ﾝ 2. i j= 0ｨ ｨｺ06ｨｪ0202, 0708ｨ 09ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ 0608ｨ ｨｨｨｰ ｨｰｨ ｨｺ. 08ｨ ｨｺ ｨｰ0605ｨｹｨｺ ｨｰｨｮ07ｨｨ ｨｪｨｨ02 x i ｨ 0605ｨｹ0302 ｨｨ05ｨｨ 08ｨ 09ｨｪ06 aｦﾁ i, ｨ ｨ ｨｨ08ｨ 02ｨｰ 05ｨｰ06 ｨｪｨ ｨ ｨｪｨｨ ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｬ 05ｨｰ06 ｨｪｨ 0708ｨｨｨｬ020802, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ06ｨｬ , ｨｪｨ ｨｬｨｨ 09 06ｨ 05ｨ 09ｨｰｨｨ ｨｨ ｨｰ09ｨ ｨｨ ｨｰｨ 0906ｨｺ ｨｰ06ｨｬ 0708ｨｨｨｬ N = ｨｪｨ ﾂｨ ﾂｨｨ ｨｬ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｦﾁ i, i =2, ｭ, N ｨC ｨ ｨｰ0205ｨｹｨｪ06 ｨｪｨ 0060ｨｨｨｬ ｦﾁ NｨC = ｨｨ 0ｨ i=nｨc 2, ｭ, 2.356;.598;.782;.932; 2.057; 2.65; 2.258; 2.342; 2. 46; ; 2.543; 2.598; 2.648; 2.693; 2.734; 2.772; 2.806; 2.837; 2.864; 2.889; 2.909; 2.927; 2.94; 2.952; 2.959; 2.963; 2.964; 2.965; ｨｹ ｨｪｨ ｨ 05060ｨ 02ｨｬ 04ｨ ｨｪｨｨ07ｨｬｨｨ ｨｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨｨ ｨｨ ﾂｨｨｨｪｨ ｨｬｨｨ aｦﾁ i. 0ｨ ｨｬ 03ｨ 0002 ｨｨｨｬ0202ｨｬ a =x = ｨ 09ｨｰ060806ｨｬ 03ｨ ｨｪｨｺｨ a 2 = ｨｨ, 04ｨｪｨ ﾂｨｨｨｰ, a 2 ｦﾁ 2 = ｨｺ0605ｨｹｨｺｨｮ ｨｰｨｮ07ｨｨ ｨｪｨｨ02 x 2 = ｨｬ02ｨｪｨｹ ｨｰ ｨ, 06ｨｰ ｨ 02ｨｬ ｨｪｨｨ02. 0ｨ ｨｰ0802ｨｰｨｹ02ｨｬ 03ｨ ｨｪｨｺｨ ｨｪ a 3 = 6.07, ｨｨ, 04ｨｪｨ ﾂｨｨｨｰ, ｨ 0902ｨｪ a 3 ｦﾁ 3 = ｨｰｨｮ07ｨｨ ｨｪｨ ｨ ｨｪｨｨ02 x 3 = ｨｰｨｹ ｨｬ02ｨｪｨｹ ｨ, ｨｰｨ ｨｺ ｨｰ ｨ 02ｨｬ. 00 ｨｰｨ ｨ ｨ ｨｪ ｨｨ ｨ ｨｪｨｪ ｨｨｨｬ0208ｨ. 05ｨｪｨ ﾂ02ｨｪｨｨ N = 32 0ｨ 00 ｨ i a i ｦﾁ i 06ｨ ｨ 05ｨｨ02ｨ

133 ｨ 04ｨ , ｨ 05ｨｹｨｺ06. 05ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ070 08ｨｪ002ｨｺ ｨ ｨｰ0205ｨｹｨｪ ﾂｨｨ ｨｨ ﾂ ｨｰｨｮ07ｨｨ0903ｨｨ02 ｨｪｨ ｨ ｨｪｨｨ07 ｨｪｨ 03ｨ 00ｨ 0 i = 4, 5, ｭ, 8, ｨｪｨｨ ｨ ｨｰ0205ｨｹｨｪ06 06ｨｰ ｨ 06ｨｰ0907, ｨｪ06 ｨｪｨ 9-ｨｬ 03ｨ ｨｰｨｮ07ｨｨ ｨｪｨｨ02 x 9 = ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨ 02ｨｰ , ｨｰ06ｨｬｨｮ 05ｨｰ ｨｪｨｨ ｨ ｨｨ08ｨ 02ｨｰ ｨｹ IV: ｨｰｨｨｨｺ06-ｨｨ ｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨｮｨｬ07 ｨｺ06ｨｪｨｺｨｮ08ｨｨ08ｨｮ06ｨｴｨｨｨｬｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ ｨ 04ｨｦ ｨｨｨｪｨｰ ｨｰｨ ｨｰ ｨｰ ｨｰｨｨｨｺ06-ｨｨ ｨｰｨ ｨｪ0609ｨｺｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ. 06ｨ ｨｺｨｨ02 ｨｬ ｨｨ ｨｰ ｨｨ ｨ ｨｰｨｹ 0904ｨ ｨｨｨｬｨｪ ｨｨ07ｨｪｨｨ02 009ｨｮ0 ｨｺ06ｨｪｨｺｨｮ08ｨｨ08ｨｮ06ｨｴｨｨ0 0706ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｪｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｪｨｨ07 008ｨｮ00 008ｨｮ00ｨ 0708ｨｨ 0706ｨｨ09ｨｺ02 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0802ｨｺ05ｨ ｨｬｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｦ ｨｰｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｨ ｨｮ02ｨｰ0907 ｨｬ ｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ 060ｨｪｨ ｨｨ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨ ｨｨ090502ｨｺｨ ｨｰ0205ｨｹｨｪ06ｨｦ (006ｨｬｨｨｨｪｨｨ08ｨｮ02ｨｰ), ｨｪ ｨｨ 09ｨｰ0608ｨ ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｺｨ 03004ｨｦ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ 0802ｨｺ05ｨ ｨｬｨｪ06ｨｦ ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｨ 06ｨ 08ｨ ｨｴｨ 02ｨｰ ｨｨｨｬ ｨｪｨｨ02ｨｬ ｨｮ ｨｨ09ｨｺ0609ｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ ｨｨ 05ｨｨ03ｨｹ ｨｮ ﾂｨ 02 06ｨｰｨｺｨ 04ｨ, 06ｨ 08ｨ ｨｴｨ 02ｨｰ0907 ｨｺ06 09ｨｰ060806ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ02. 06ｨ ｨｺｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ07 0ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨ02 03ｨ ｨｪ0904 ｨｪｨ ｨｮ ﾂ02ｨｪｨｨ ｨｨ ｨ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴ ｨｨ000806ｨｺｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｨ0008ｨｮ 009ｨｮ ｨ ｨ ｨ 0902ｨ (I ｨｨ II ｨｨ000806ｨｺｨｨ) 006ｨｰ07ｨｰ 0904ｨ 08ｨ ｨｰｨｹ ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ. 05ｨ ｨｺｨ 04 ﾂｨｨｨｺｨｨ ｨｰｨｮ07ｨ 06ｨｰ ｨ ｨｰ0205ｨｹｨｪ06 ｨｨ ｨ 00ｨ 06ｨｰ 0202ｨｪ04, ｨｨｨｬ0206ｨｴｨｨ02 00ｨｮｨｪｨｺ02ｨｨ06 08ｨ ｨｪｨｨ07 F(x) ｨｺｨｨ 09ｨｰ0802ｨｬ07ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 09ｨｮｨｬｨｬｨｮ ｨ 00ｨ 02ｨｬ040 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｬｨｨ 0202ｨｪ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0905ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ ｨｨｨｬ0202ｨｰ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴｨｨｨｦ ｨｨ000806ｨｺ (I ｨｨ000806ｨｺ), ｨｰ ｨｨ 0909ｨｰ0802 ﾂ ﾂ ｨｪ04ｨｬ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ06ｨｬ, 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨ 02ｨｰ 08ｨ 04ｨｬ0209ｨｰｨｨｨｰｨｹ ｨｺ05ｨ ｨｬｨｮ ｨｮ I ｨｨ000806ｨｺｨ, ｨｨ 05ｨｨ03ｨｹ ｨｮ ﾂｨｨ09 06ｨｰｨｺｨ 04, ｨｮ0060ｨｨｨｰ ｨｺ06 II ｨｨ000806ｨｺｨｮ. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬu, u 0904ｨｨ ｨｨ ｨｨ000806ｨｺ0609: ｨｨ m k, 2 k,m 0609ｨｰｨ ｨｰ0605ｨｹｨｺ06 060ｨｨｨｪ ｨｨ000806ｨｺ (008ｨｮ0006ｨｦ ｨｨ000806ｨｺ ｨｮ ｨ 08ｨ 05 06ｨ 06ｨｨ0 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ0609) ｨｨ 009ｨ ｨｨ000806ｨｺｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, 0708ｨｨ 05ｨｰ06ｨｬ ｨｨ000806ｨｺ ｨｮ ｨ 08ｨ ｨｪ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｪｨ 03ｨ 0002 k ( ﾜ k ﾜ N ｨC, 2 ﾜ m ﾜ N) 6ｦ 2 u k, u k ｨC 0904ｨｨ ｨｨ ｨｨ000806ｨｺ ｨ 0608ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, ｨｨ 0609ｨｰｨ ｨｨｨｪ ｨｨ000806ｨｺ ｨｨ05ｨｨ 009ｨ ｨｨ000806ｨｺｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｨ000806ｨｺｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｰｨｨ 0902ｨ 07 ｨｰｨ ｨｺ (09 09ｨｨ05ｨｮ ｨｬｨｨｨｪｨｨ08ｨｮ02ｨｬ0609ｨｰｨｨ), ｨｨ ｨ 04 06ｨｪ 060ｨｨｨｪ 0904ｨ ｨｨ08ｨ 05 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｨ ｨｨ 08ｨ 09ｨｪ04 u ｨｨ k,m u k ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｰ ｨｨ000806ｨｺｨ, ｨｨ ｨｦ ｨｨ000806ｨｺ ｨｮ ｨ 08ｨ 05 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ, 0904ｨｨ ｨｨ ｨｰｨ ｨｺ ｨ 09ｨｪ04 u k,m ｨｨ u k ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ﾂｨｨ0905ｨｨｨｬ u 2 k, m ｨｨ u 2 k. 0308ｨｨ 05ｨｰ06ｨｬ 0904ｨｨ ｨｰ ｨｨ000806ｨｺｨ ｨ ｨｮ0ｨｮｨｰ 04ｨ 09ｨｨ0902ｨｰｨｹ 06ｨｰ ｨｰ060006, 0904ｨ 08ｨ 05 05ｨｨ ｨｦ ｨｨ000806ｨｺ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｨ05ｨｨ ｨｪ02ｨｰ. 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ 0904ｨｨ ｨｨ 09ｨｰ ｨｨ000806ｨｺｨ, ｨｨ ｨｦ ｨｨ000806ｨｺ 0904ｨ 08ｨ 05 04ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ ｨｪｨ 03ｨ 0002 p ｨｺｨ ｨｺ u 2 (IB), k, m+ u2 (IH), k, m+ u 2 (IB), k u2 (IH). k 07 ﾂｨｨｨｰ0409ｨ 07 u 2 ﾜ k, k + u ﾜ k, k + u2 ﾜ k + u ｨｮ ﾂｨ 02ｨｬ k + 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨ0ｨ 02ｨｬ ｨｨ ｨｦ u u 2 k,m 2 k,m = ( I B ) = 2 u k,m+ ( I B ) 2 k,m+ ﾒ 0 ( I H ) = = u u E(max{ X ( I B )df( x ) + + ﾞ ﾒ u u p,m+ E(max{ X 2 u k,m+ ( I H ) 2 k,m+ ﾒ 0 + u m m ;u k,m+ ;u 2 k,m+ ( I H )df( x ) + ﾞ ﾒ u m+ 6ﾓum,m+ 2 k,m+ 2 k,m+ df( x ) ( I B );u u p,m+ ﾒ x 2 u k,m+ (I B) ( I H );u u m+ 6ﾓum,m+ ﾒ x 2 u k,m+ (I H) ( I B )df( x ) k,m+ df( x ) 2 k,m+ }) = + ( I B )}) = df( x ) ｨｨ ｨｨ 09ｨｰ ｨｨ000806ｨｺｨ 0708ｨｨ 0904ｨ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0904 ﾂｨｨ ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 2 u ( I B) = E(max{ X k = u + 2 k,k + ( I B) + u p,k + ﾒ x 2 2 u k+ ( I B ) 6ﾓu k,k + ( I B ) = u ( I H ) + x k + u 2 2 u k+ ( I B ) 6ﾓu k,k + ( I B ) 2 k+ ﾒ 0 df( x ) 2 2 u ( I H ) = E(max{X + u + k 2 k,k + u k+ 6ﾓuk,k + ﾒ 2 2 u k+ ( I H ) 6ﾓu k,k + ( I H ) k df( x ) [u + 2 k,k + [u ﾞ ﾒ ( I B);u ( I B) 6ﾓu [u u p,k u k+ ( I H ) 6ﾓu k,k + ( I H ) 2 k+ + ﾒ 0 k,k + ﾞ ﾒ [u u k+ 6ﾓuk,k + k+ ( I H );u 6ﾓu ( I H ) 6ﾓu 2 k+ 2 k+ 2 k+ 2 k,k + ( I B);u 2 k,k + ( I H );u 2 k,k + ( I B) 6ﾓu k+ }) = ( I B)]dF( x ) + ( I B)]dF( x ) ( I H )}) = ( I H )]df( x ) + 2 k,k + 2 k+ ( I H )]df( x ) 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｪｨｨ02 04ｨ 0ｨ ﾂｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｨｨｬ0208ｨ (09ｨｬ. ｨｰｨ ｨ 05. 5), ｨｮ ﾂｨｨｨｰ0409ｨ 07 0ｨ ｨｪｨｪ ｨｪｨｪ04ｨｬ 0202ｨｪｨ ｨｬ. 0207ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨ ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: I ｨ , ｨｮ ﾂｨｨｨｰ0409ｨ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴ ｨｪｨｨ02, 002ｨｦ09ｨｰ09ｨｮ02ｨｰ ｨｰｨ ｨｺ, ｨｺｨ ｨｺ ｨ ｨｮ0ｨｰ06 06ｨｪ 060ｨｨｨｪ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｪｨ 0804ｨｪｨｺ ｨｰ06ｨｬｨｮ ｨｨ ｨｨ ｨ 0ｨ 06ｨｰ ｨｮ ﾂｨ 02ｨｬ, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ04ｨｬ 09 ｨｪ02ｨｨ ｨｦ ｨｬ ｨｨ. II-ｨｬｨｮ ｨ 0902ｨｮ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06 002ｨｦ09ｨｰ090609ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ. 0ｨ ｨｺｨ 03006ｨｬ 03ｨ 0002 ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 06ｨｰ ｨｨ ｨｨｨｪ07ｨｰｨｨ ｨｰ02ｨｪ002ｨｪｨｰｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨ ｨｰ0200ｨｨｨｨ ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ0907 ﾂ02ｨｰ090208ｨｰ04ｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ 450 ｨ 0605ｨｹ ｨｨ0ｨ 02ｨｬ ｨｨ ｨ ｨｪｨ 0707ｨｰ06ｨｬ 03ｨ 0002 (34.09), 09ｨｰ060804ｨｬ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ ｨｰｨｪｨ 002ｨ ｨｰ04ｨｦ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ ｨｨ0ｨ 02ｨｬ ｨｨ ｨ ( ) ｨｮ05ｨｹｨｰｨ ｨｰ02 06ｨｪ ｨｮ- ﾂｨ 02ｨｰ 09 09ｨｮｨｬｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨｨｦ 0706ｨｺｨ ｨ 06ｨｰ, ﾂｨｰ06 09ｨｰ060806ｨｦ ｨ ｨｨ05ｨｮ ｨｰ0608ｨｨ ﾂｨｪ ｨｪｨｨ ｨｮ ﾂｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｪｨｨｨｬｨ ｨｰｨｹ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｪ02 09ｨ - 33

134 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬ04ｨｬｨｨ ｨｺｨｨｨｬｨｨ 0202ｨｪｨ ｨｬｨｨ, ｨｪ ｨｨ 05ｨｰｨｨ0 ｨｮ ｨｨ070, ｨｨ ｨｹ04ｨｮ ｨｰｨｨｨｬｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨ ｨｰ0200ｨｨ06, 06ｨｪ ｨｮ ﾂｨ 02ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｪ ｨｨ ｨｰｨ ｨ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ﾂｨｨ090502ｨｪｨｪ ｨｬ ｨｨ080609ｨ ｨｪｨｨ07 09ｨｰ08ｨ ｨｰ0200ｨｨｨｦ ｨｪｨｨ07 ｨｨ000806ｨｺ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ ｨｨｨｬ0208ｨ. k 06ｨ ｨ 05ｨｨ02ｨ 0 05ｨｪｨ ﾂ02ｨｪｨｨ N = 32 ｨｨ ｦﾋ = u k + q,k 6ﾓ u k,k u u k + (I H) p,k + 2 6ﾓ u (I H) (I H) k,k + u + 2 u p,k + (I 00) ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨ 06ｨｰ02 ｨｨ ｨｮ06ｨｰ ｨｨｨｬ02ｨｪｨｨｨｬ0609ｨｰｨｨ 04ｨ 0ｨ ﾂ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｺ ｨ 0502ｨｬｨ ｨｬ 0904ｨ 0608ｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ ｨｺｨ 04 ﾂｨｨｨｺｨ 0802ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨｨｦ, ｨｰｨ ｨｬ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 08ｨｪ002ｨｺ09. 04ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 08ｨ 0405ｨｨ ﾂｨｪ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ, 0607ｨｨ090409ｨ 06ｨｴｨｨ0 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨ ｨｪｨｪ ｨ 0302ｨｦ ｨ ｨ ｨｪｨｪ ｨｨ ｨｺ0506 ﾂ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ06ｨｦ 0802ｨｺ05ｨ ｨｬ04. 0ｨ 0609ｨｪ ｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040, ｨｰｨ ｨｪｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09, ｨ ｨｪ06 ﾂｨｨ090502ｨｪｨｪ0602 ｨｬ ｨｨ080609ｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 09ｨｰ08ｨ ｨｰ0200ｨｨｨｦ ｨｪｨｨ ｨｺｨ 03006ｨｦ ｨｨ ｨｰ080602ｨｪｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ ｨ ｨ 06ｨｰ02 0ｨ 06ｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｺ06ｨｬ02ｨｪ0ｨ 02ｨｨｨｨ ｨｮｨｴ0209ｨｰ090502ｨｪｨｨ ｨｨｨｰｨｨｨｺｨｨ 0904ｨ 0608ｨ 04ｨ ｨｺｨ 04 ﾂｨｨｨｺ ｨｺ05ｨ ｨｬｨｪ040 ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｦ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] ｨｺｨｨｨｦ , 0ｨｪ020ｨｨｨｪ ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ. ｨC 00.: 0ｨ ｨｮｨｺｨ, 984. ｨC [2] 00ｨ 04ｨ , 0206ｨｬｨ ｨｺｨｨｨｦ , ｨｨｨｪ ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 0609ｨｰｨ ｨｪ0609ｨｺｨｨ: 0708ｨｨ ｨｪｨｨ07 ｨｺ 05ｨｺ ｨｨｨｨ ｨｪｨｨ07 // 02ｨ ｨｪｨｨ ｨｨｨｺ05ｨ 0ｨｪ06ｨｦ ｨｨ ｨｬ ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ , ｨC ｨC900. [3] 00ｨ 04ｨ , 08ｨ 05ｨｹｨｺ ｨ ｨｪｨｨ ｨ 0ｨ ﾂ02 ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ 09 08ｨ ｨｪ ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ // 02ｨ ｨｪｨｨ ｨｨｨｺ05ｨ 0ｨｪ06ｨｦ ｨｨ ｨｬ ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ｨC ｨC588. [4] 0ｨｨｨｺ0605ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ 09ｨｨ05ｨ ｨｬｨｪ060006ｨｺ08ｨ ｨｰｨｪ06ｨｦ 0609ｨｰｨ ｨｪ0609ｨｺｨｨ // 02ｨ ｨｪｨｨ ｨｨｨｺ05ｨ 0ｨｪ06ｨｦ ｨｨ ｨｬ ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ , ｨC ｨC348. [5] 0ｨｨｨｺ0605ｨ ｨ 060ｨｪ06ｨｬ 06ｨ 06ｨ ｨｴ02ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ // ｨｨ ｨｰｨｪ0609ｨｰ02ｨｦ ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨC 05. 9ｨC94. [6] 0ｨｨｨｺ0605ｨ , ｨｪ , ｨｮ03ｨｨｨｪｨ ｨ 0ｨ - ﾂｨ ｨ ｨｰ0205ｨｹｨｪ ｨ 0608ｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 06ｨ ｨｲ02ｨｺｨｰ ｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ 08ｨ ｨｪ00ｨ ｨｬｨｨ // ｨｮ ﾂ02ｨ ｨｪ040 04ｨ ｨｪｨｨｨｦ ( ﾂｨ ｨｰｨｨ). [7] Ano K. On a partial information multiple selection problem // Game Theory and Application Vol. 4. [8] Baston V., Garnaev A. Competition for staff between two department // Game Theory and Applications. Vol. X / 03d. by L. Petrosjan, V. Mazalov P. 3ｨC26. [9] Ferguson T. Selection by committee // Annals of the International Society of Dynamic Games. Vol. 7. Advances in Dynamic Games Application to Economics, Finance, Optimization and Stochastic Control P. 203ｨC209. [0] Garnaev A., Solovyev A. On a two department multi stage game // International Workshop Optimal Stopping and Stochastic Control, aug. 22ｨC26, Petrozavodsk. P. 24ｨC 37. [] Mazalov V. V., Tamaki M. An explicit formula for the optimal gain in the full-information problem of owning a relatively best object // Journal of Applied Probability Vol. 43. No.. P. 87ｨC0. [2] Mazalov V. V., Banin M. V. N-person best-choice game with voting // Game Theory and Applications Vol. 9. P. 45ｨC53. [3] Sakaguchi M. Optimal stopping games where players have weighted privilege // Annals of the International Society of Dynamic Games. Vol. 7. Advances in Dynamic Games Application to Economics, Finance, Optimization and Stochastic Control P. 285ｨC294. [4] Sakaguchi M., Mazalov V. A non-zero-sum no-information best-choice game // Mathematical Methods of Operation Research Vol. 60. P. 437ｨC45. [5] Sofronov G., Keith J., Kroese D. An optimal sequential procedure for a buying-selling problem with independent observations // J. Appl. Prob Vol. 43. P. 454ｨC462. [6] Suchwalko A., Szajowski K. Non standard, no information secretary problems // Scientiae Mathematicae Japonicae [7] Tamaki M. Minimal expected ranks for the secretary problems with uncertain selection // Game Theory, Optimal Stopping, Probability and Statistics / 03d. Bruss F. T., Cam L. Le. Institute of Mathematical Statistics P. 27ｨC39. Best-choice problem and applications in the advertising campaign of search system Yandex V. V. Mazalov, A. A. Falko The mathematical models of the best-choice problems are considered. These models are applied for the advertising campaign of search system Yandex. Practical advices for choice of customers are given based on numerical results. Following the optimal strategies search system can increase the expected profit. 34

135 ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ, ｨｰｨ ｨｰｨｨｨｪ. 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨｨ ｨｬｨｮ05ｨｹｨｰｨｨｨ 0002ｨｪｨｰｨｪ04ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial: 0708ｨｨｨｪ02ｨｨ07 08ｨ ｨ 06ｨｰ04, 09ｨｨ09ｨｰ02ｨｬｨ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ 00-ｨｰ 0000ｨｨ ｨｰｨ ｨｰｨｨｨｪ 00-ｨｰ 0000ｨｨ ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨｪｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｹ ｨｨ090409ｨ 02ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪｨ ｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial, ｨｴ ﾂｨ 09ｨｰｨｹ06 09ｨｨ09ｨｰ02ｨｬ04 ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨｪ ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｨｨｰ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ, 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｰ060806ｨｦ ｨｪｨ ｨｨｨ 05ｨｹｨｪ06ｨｬ ｨｺ ｨｬｨｮ05ｨｨ08ｨｮ06ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨ 09ｨｨ05ｨ ｨｨ 04ｨ 0ｨ 06ｨｰ ｨｰ08ｨ 00ｨｪ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪｨｺｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08, ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ. 02ｨｰ05ｨｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂ0208ｨｰ06ｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial ｨｰ0907 ｨｰ06, ﾂｨｰ06 06ｨｪ 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｬｨｮ05ｨｹｨｰｨｨｨ 0002ｨｪｨｰｨｪ06ｨｦ ｨ 080ｨｨｨｰ02ｨｺｨｰｨｮ0806ｨｦ ｨC 08ｨ 04ｨｪ0600ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ0402 ｨ 0002ｨｪｨｰ04 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ 07ｨ 08ｨ ｨｹｨｪ06 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪｨ 0 ﾂｨ 09ｨｰ07ｨｬｨｨ ｨｪ ｨｪｨｨ07, ｨｨｨｬ ｨｨ 05ｨｰ06ｨｬ ｨｬ0603ｨｪ0609ｨｰｨｹ 09ｨｨ002ｨｰｨｹ ｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 008ｨｮ00 008ｨｮ00ｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｨｨｪ02ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨC ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰ0607ｨｪｨｪ ｨｪｨｨ09ｨ 06ｨｰ ｨｨ 0706ｨｬ06ｨｴｨｨ ｨ 0707ｨ 08ｨ ｨｰｨ 03ｨｰ08ｨ 00ｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ, 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨｮ ｨｮ0006ｨｬ ｨｨ ｨｰｨｨ08ｨｮ06ｨｰ ｨｦ ﾂｨ 09ｨｰｨｨ 0ｨ ｨｪｨｪ06ｨｦ 09ｨｰｨ ｨｰｨｹｨｨ 0607ｨｨ090409ｨ 02ｨｰ ｨｨｨｪ02ｨｨ07 08ｨ ｨ 06ｨｰ04 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial. 02ｨ ｨｮ02ｨｰ 0607ｨｨ09ｨ ｨｪｨｨ ｨ 00ｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨ ﾂｨｺｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ. 00 ｨｺ06ｨｪ ｨｰｨ ｨｰｨｹｨｨ 06ｨ 09ｨｮ030ｨ 02ｨｰ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ , 09 ｨｺ06ｨｰ060806ｨｦ 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｪｨｨ02 02ｨ ｨｪｨｪｨ 07 08ｨ ｨ 06ｨｰｨ ｨｰ ｨｰ ﾂ02ｨｰ06ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0 ｨｪｨ ｨｮ ﾂｨｪ ｨｺｨｰｨ 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ , ｨｨｨｬ ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09. 05ｨｨ09ｨｰ02ｨｬｨ Treeton ｨC 05ｨｰ06 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪｨ 07 ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ ｨ ｨ ｨ 06ｨｰ ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ. 02ｨｪｨ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ0907 ｨ 09ｨｰ0608ｨ ｨｬｨｨ ｨｪｨ ｨｺｨ ｨ ｨｨｨｰｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｺ ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰｨ 0000ｨｨ ｨｪｨ ﾂｨｨｨｪｨ ｨｺｨ ｨ ｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 09 09ｨｨ09ｨｰ02ｨｬ02 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨｨ08ｨｮ06ｨｰ 009ｨ 0609ｨｪ0609ｨｪ040 ｨｬ060ｨｮ0507: ｨｬ060ｨｮ05ｨｹ 08ｨｮ0909ｨｺ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 0609ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ 09ｨｨ09ｨｰ02ｨｬ04 Starling ( 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ0609, 0708ｨｨ ｨｪｨｪ [3], ｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial ｨｪ ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｨｨｰ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ, 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｰ060806ｨｦ ｨｪｨ ｨｨｨ 05ｨｹｨｪ06ｨｬ ｨｺ ｨｬｨｮ05ｨｨ08ｨｮ06ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺｨｨ ｨ 09ｨｨ05ｨ ｨｨ 04ｨ 0ｨ 06ｨｰ ｨｰ08ｨ 00ｨｪ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪｨｺｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08, ｨｪｨｨｨｺｨ 06ｨｴｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ. 06ｨｰｨ ｨｬ ｨｹ 0708ｨｨ09060ｨｨｨｰ [5]. 0ｨ ｨｮ0706ｨｬ07ｨｪｨｮｨｰ06ｨｬ ｨｺ ｨｨ09ｨ ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05, 060ｨｨｨｪｨ ｨｺ ｨ 04ｨｨｨｬ04 ｨｺｨ ｨｺ 0708ｨ 09ｨｨ05ｨ 09 ｨｰ0208ｨｬｨｨｨｪｨ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ (0908. [4]), ｨｰｨ ｨｺ ｨｨ 0708ｨ 09ｨｨ05ｨ 09 ｨｰ0208ｨｬｨｨｨｪｨ ｨｰｨ ｨｴｨｨ0 (0908. [9]) ｨｬ0603ｨｪ04 ｨｰｨ ｨｺ0302 ｨｨ 09ｨｬ0203ｨ ｨｪｨｪ ｨｨ09ｨ ｨｪｨｨ07 (09 0ｨｮ002 []) ｨｹ040609ｨ ｨｪｨｨ02 03ｨｰ08ｨ 00ｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ, 0905ｨｨ0706ｨｴｨｨ0 ｨｪｨ 0060 ｨ ｨｪｨ 05ｨｨ04ｨ, 09ｨ 05ｨｨ03ｨ 02ｨｰ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｰｨｪ0609ｨｰｨｪ04ｨｬｨｨ ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ ｨ 060ｨｪ04ｨｬｨｨ 0008ｨ ｨｬｨｬｨ ｨｰｨｨｨｺｨ ｨｬｨｨ (PCFG []). 05ｨ 0ｨ ﾂｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨ 02ｨｬｨ 07 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ Treevial, ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｬｨｮ05ｨｨ080609ｨ ｨｪｨ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨ 0ｨ ｨｪｨｪ ｨｬｨｪ ｨｰ09ｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 W, 04ｨ 0ｨ ｨｪｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰｨ T ｨｨ 04ｨ 0ｨ ｨｪｨｪ ｨｬ ｨｨ ﾂ0209ｨｺ ｨｺ0804ｨｰｨｨ07 00 ｨｪｨ ｨｦｨｰｨｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804, 0706ｨｺ080409ｨ 06ｨｴｨｨ02 06ｨ 05ｨ 09ｨｰｨｹ T, ｨｺ06ｨｰ ｨｬ0603ｨｪ ｨｮ ﾂｨｨｨｰｨｹ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05 ｨｨ04 W ｨｺ M. 0308ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ ｨｪ06 ﾂｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ P ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨｮ, ｨ 06ｨｴ02ｨｬｨｮ 05ｨｰｨｮ 04ｨ 0ｨ ﾂｨｮ, ｨｲ ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ0602 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02: ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｪ 0006ｨ ｨｪｨ 08ｨｮ03ｨｨ09ｨ ｨｰｨｹ03 ｨｬ02ｨｪ ｨｰ08ｨ ｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｪｨｹ0302 ｨ ｨｰ08ｨ ｨ ｨｪｨｪ ｨｪ0202 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02 ｨｬ060302ｨｰ ｨｪ07ｨｰｨｹ0907 ｨｪ ｨｬ 09ｨｰ ｨC 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｪｨ 05ｨｨ ﾂｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ ｨｰ02ｨｪ002ｨｪ02ｨｨｨｨ ｨｬ02 ｨｰ060006, ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｪ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ06 ｨｬ ｨｪｨｨｨｬｨ 02ｨｬ ｨ ｨｪ0609ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ 06ｨ ｨｪｨ 08ｨｮ03ｨｨｨｰｨｹ 00ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ 04ｨ ｨｪ02ｨ 0605ｨｹ ｨｬ07 (ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｺｨｮｨｪ0) 0ｨ ｨｨｨｪｨｪ ｨｪｨｨｨｦ (20ｨC ) ｨ ｨｨ07 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial ｨ 0405ｨ ｨ ｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 0ｨ 09ｨｪ ｨｨｨｰｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｨ ｨｹ040609ｨ 0903ｨｨｨｦ ｨｰ06ｨｦ ｨｨｨｨ, 0607ｨｨ09ｨ ｨｪ 09 [5]. 06ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬ ｨｪ02 ｨｮ ｨｰ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ (ｨｰ0802ｨ 0609ｨ ｨｪｨｨ ｨｰｨｨ080609ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ ｨｪ ｨｹ ｨｪ ｨ, ｨｪ06 05ｨｰｨｨｨｬ ｨｬ0603ｨｪ06 ｨ ｨｪ02ｨ 0802 ﾂｨｹ) ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ ｨ 0405ｨ ｨ ｨｪｨ ｨｰｨｺｨ ｨ ｨｪｨｨ07 ｨｪ060906ｨｦ ｨｨｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 0607ｨｨ09ｨ ｨｪｨｪ04ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ ｨｪ0609ｨｮ ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨ 0405ｨｨ ｨｪ ｨｨ002ｨｨ: ｨｨ ｨ 08ｨ ｨｨ04ｨｬｨ (ｨｬｨｪ ｨ ｨｺｨｰｨｨ09ｨｪ040 ｨ 0002ｨｪｨｰ ｨ 08ｨ ｨｹｨｪ06 ｨｰ08ｨｮ007ｨｰ0907, ｨ 08ｨ 04ｨｮ07 ｨｬｨｪ ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ) ｨｨ ｨｨ00207 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ 09 07ｨ ｨｬ07ｨｰｨｹ06 (00memorizing03) ｨC ｨ 04ｨ 0608ｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 ｨｨｨｬ0202ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｰｨｹ 08ｨ ｨｪ ｨｰ080602ｨｪｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ0804 (0706 ｨ ｨｪｨ ｨｨｨｨ 09 ｨ ｨｨｨｰｨｬ06ｨｬ CYK ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰｨｪ ｨ 060ｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺ [0], [2], [8]) ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 ｨｮ ｨｮｨｴ0209ｨｰ090609ｨ 0903ｨｨｨｬｨｨ 09 09ｨｨ09ｨｰ02ｨｬ02 03ｨｰ08ｨ 00ｨｪ04ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨ07 05ｨｰｨｨ0 ｨｨ002ｨｦ 0ｨ 05ｨ ﾂｨ ｨｰ050706ｨｴｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｨ09060ｨｨｨｰ ｨｨ09ｨ ｨｪｨｨ02 ｨ ｨｨｨｰｨｬｨ 08ｨ ｨ 06ｨｰ ｨ ｨｪｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 0405ｨ 0802ｨ 05ｨｨ040609ｨ ｨｪｨ ｨｪ0609ｨ ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 06ｨ ﾂｨｺｨ ｨ ｨ 06ｨｰ04 09 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ. 06ｨｰｨ 06ｨ ﾂｨｺｨ, ｨｺｨ ｨｺ ｨｨ ｨｨ09ｨｰ02ｨｬｨ Treeton, ｨｪｨ 07ｨｨ09ｨ ｨｪｨ ｨｪｨ ｨｺ02 Java 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ Swing ｨｨ09ｨ ｨｪｨｨ ｨｨ09060ｨｨｨｰ ｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴ02ｨｦ ｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial 09 08ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 0405ｨ ｨ ｨｪｨ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｪｨ 0607ｨｨ090409ｨ 02ｨｰ ｨ ｨｨ09ｨｰ02ｨｬｨ ｨｪ ｨｰ02ｨｪ0ｨｮ02ｨｰ 35

136 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ ｨｪ06ｨｰｨｮ, ｨｪ ｨｨｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨ ｨｰ08ｨ 02ｨｨｨｨ ｨｦ09ｨｰ09 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ. 0308ｨｨ ｨ ｨｪｨｨｨｨ 05ｨｰ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨ 09ｨｰ ﾂ020807ｨ 05ｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨｨｬ ｨｨ04 ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨｰｨｨ03 ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ ｨｰ ﾂ05ｨｨ ｨｬ02ｨｪｨｪ04ｨｬ ｨｨ ｨｨｨｰｨｹ 04ｨ ｨｬ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ04 08ｨ ｨ 06ｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ, ｨｰ.ｨｺ. 05ｨｰ06 08ｨ 04ｨｮｨｬｨｪ ｨ ｨｰｨｹ ｨｰ060006, ｨｺｨ ｨｺ ｨ ｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨ ｨｮ002ｨｰ ｨ ｨｪｨ 05ｨｺ ｨｰｨ ｨｬｨｨ-05ｨｨｨｪ0009ｨｨ09ｨｰｨ ｨｬｨｨ. 0209ｨｪ0609ｨｪ06ｨｦ ｨ ｨｺ0202ｨｪｨｰ 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨ ｨｪ ｨｪｨ ｨ ｨｨｨｰｨｬ02 ｨ ｨｪｨ 05ｨｨ04ｨ, ｨ ｨｪ02 ｨｪｨ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ 0607ｨｨ09ｨ ｨｪｨｨｨｨ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ ｨ ｨｪｨｨ040609ｨ ｨｪ 0902ｨ -09ｨ ｨｦｨｰ 09ｨｨ09ｨｰ02ｨｬ04 Treeton ｨｨ06 09ｨｨ09ｨｰ02ｨｬ04, 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ06ｨｴｨｮ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial, ｨｬ0603ｨｪ06 09ｨｺｨ ﾂｨ ｨｰｨｹ 0706 ｨ ｨｮ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ ｨ ｨｪ06 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ, ｨ ｨｴｨ ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial 0607ｨｨ09ｨ ｨｪｨ 09 [5] ｨｹ ｨｬ ｨ ｨｪｨｨ ﾂｨｨｨｬ0907 ｨｺ08ｨ ｨｰｨｺｨｨｨｬ 0607ｨｨ09ｨ ｨｪｨｨ02ｨｬ. 020ｨｪｨｨｨｬ ｨｨ ｨｪ0609ｨｪ ｨｪ07ｨｰｨｨｨｦ ｨｬ ｨｨ ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨC ｨｪｨ 0708ｨ ｨｪｨｪ ｨ 04ｨｬ02 ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｮ0405ｨ ｨｬｨｨ ｨｨ 0ｨｮ00ｨ ｨｬｨｨ, 09 ｨｺ06ｨｰ060806ｨｬ ｨｪ02ｨｺ06ｨｰ ｨｮ00ｨｨ ｨｬ0600ｨｮｨｰ 0706ｨｬ02 ﾂｨ ｨｰｨｹ ｨｨｨ 05ｨｹｨｪ04ｨｬ 09ｨｨｨｬ ｨｬ w. 05 ｨｺｨ 03004ｨｬ ｨｮ040506ｨｬ ｨ ｨｰｨｪ0609ｨｨｨｰ ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨ 07 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ, ｨｰｨ ｨｬｨ 07 ｨｪｨ ｨ ｨｬ 07ｨ 08 09ｨｨ0ｨ <ｨ ｨｰ08ｨｨｨ ｨｮｨｰ,04ｨｪｨ ﾂ02ｨｪｨｨ02>. 0ｨ 0708ｨｨｨｬ0208, 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ ｨｨ090409ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: (POS = N,CAS = nom) ｨｬ02 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ, 09 ｨｺｨ 03004ｨｬ ｨｮ040506ｨｬ ｨｰｨｪ0609ｨｨｨｰ0907 ｨｪ02ｨｺ06ｨｰ060804ｨｦ ｨｨｨｪｨｰ020809ｨ 05 ﾂｨｨ ｨｦ 0609ｨｨ ｨC ｨｬ0209ｨｰ06 0ｨ ｨｪｨｪ ｨｮ0405ｨ (09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 0008ｨｮ ｨｨ05ｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ) 09 ｨｰ02ｨｺ09ｨｰ ｨｮ040504, ｨｨ04 ｨｺ06ｨｰ ｨｨ090060ｨｨｨｰ w ｨｹ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｬ 0008ｨｮ0707ｨ ｨｬ, ｨ ｨｰ02 ｨｮ040504, ｨｨ04 ｨｺ06ｨｰ ｨｪ02 ｨｨ090060ｨｨｨｰ ｨｪｨｨ 060ｨｪ06ｨｦ w ｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 09ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｬ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｹ07, 0009ｨｨ0907ｨｴｨｨ0203 ｨｪｨ w , ｨｨｨｪｨｨｨｬｨ 06ｨｰ0907 ｨｺｨ ｨｺ ｨｪｨｪ ｨｮ040205, ｨｨ04 ｨｺ06ｨｰ ｨｨ090060ｨｨｨｰ w ｨｹ ｨｨｨｪｨｰ020809ｨ 0504, ｨｰｨｪ020902ｨｪｨｪ ｨｮ0405ｨ ｨｬｨｨ ｨｰｨ ｨｺｨｨ ｨｹ0209, 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｪ04 09 ｨｨｨｪｨｰ020809ｨ 05, ｨｰｨｪ020902ｨｪｨｪ04ｨｦ 09 ｨｮ040506ｨｬ, ｨｨ04 ｨｺ06ｨｰ ｨｨ090060ｨｨｨｰ w ｨｹ. 0905ｨ 00060ｨ ｨｰ06ｨｬｨｮ 0708ｨ 09ｨｨ05ｨｮ 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｬ0603ｨｪ04ｨｬ 06ｨｰ06ｨ 08ｨ 03ｨ ｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｪ06 ｨｰ06ｨｬｨｮ, ｨｺｨ ｨｺ 05ｨｰ ｨ ｨｪ06 ｨｪｨ 08ｨｨ ｨ ｨｺ06ｨｦ ｨｬ02ｨｰ060 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｺｨｰｨｨ09ｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨ09ｨｰ02ｨｬ02 Treeton. 0ｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｰ ｨｴ02 060ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02: ｨｨｨｪｨｰ020809ｨ 0504, ｨｰｨｪ020902ｨｪｨｪ ｨｮ0405ｨ ｨｬｨｨ, ｨｨ04 ｨｺ06ｨｰ ｨｪ ｨｨｨｰ ｨｪｨｨ 060ｨｪｨ w ｨｹ (ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｮ0405ｨ ｨｬｨｨ), ｨｪ02 ｨｬ0600ｨｮｨｰ ｨｺｨ ｨｰｨｹ ｨｮ ｨｮ0006ｨｬ. 06ｨｰ06 ｨｮ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰ06ｨｬｨｮ 00ｨ ｨｺｨｰｨｮ, ｨ 09ｨｪ02ｨｪｨｨ06 09 [5] ｨｬ ｨｪｨ ｨｰ0205ｨｹｨｪ ｨｨ09060ｨｨｨｬ ｨｹ ｨ ｨｮ04ｨｺｨｮ06 ｨｬ ｨｹ. 00 ｨｪ02ｨｦ ｨｪ ｨｮ09ｨｺｨ 06ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨｮ05ｨｨ ｨC ｨｮ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804, 09 ｨｺ06ｨｰ060804ｨｬｨｨ ｨｪ ｨｰｨｪ020902ｨｪ ｨｨｨｪｨｰ020809ｨ 05 ﾂｨｨ ｨｦ 0609ｨｨ. 06ｨｰ ｨ ｨｪ06 09 ｨｰ02ｨｬ, ﾂｨｰ06 ｨｰ02ｨｺｨｮｨｴｨ ｨｨ07 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial ｨｪ ｨｨ09ｨ 02ｨｰ 08ｨ ｨ 06ｨｰｨｮ 09 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺｨｨｨｬｨｨ ｨｪｨｮ0507ｨｬｨｨ. 04ｨｨ ｨｨｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ﾂｨｰ06 09 ｨｺ06ｨｪｨｰ02ｨｺ09ｨｰ02 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｪ06ｨｬｨｮ 06ｨｰ080204ｨｺｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｪ02 ｨｬ0600ｨｮｨｰ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｬ ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ. 08 ｨｪｨ ｨ 0608ｨｮ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 (ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ0802) ｨｬ0600ｨｮｨｰ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨ 09ｨｨ05ｨ. 05ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ0506 ｨC 05ｨｰ , ﾂｨ 09ｨｰｨｹ ｨｮ ｨｨ 0ｨｮ00 ｨｺ06ｨｰ ｨ ｨｲ ｨｰ0907 ｨｨ090060ｨｪ04ｨｬｨｨ, ｨ ﾂｨ 09ｨｰｨｹ ｨｨ ｨｪ04ｨｬｨｨ. 0308ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ 0708ｨ 09ｨｨ05ｨ ｨｪｨｪ0402 ｨｮ ｨｨ 0ｨｮ00ｨｨ ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰｨ ｨｰ ｨｨ090060ｨｪ04ｨｬｨｨ ｨｮ0405ｨ ｨｬｨｨ ｨｨ 0ｨｮ00ｨ ｨｬｨｨ 0708ｨ 09ｨｨ05ｨ ｨｨ ｨｰｨ ｨｪｨｨ ｨｬ0603ｨｪ06, ｨｰ ｨｨ ｨｨｨｰ ｨｰｨｺｨ 006ｨ ｨ 09ｨｨｨｰｨｹ 09 ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨｪ ｨｮ ｨｨ 0ｨｮ00ｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｨ ｨｪ04ｨｬ ｨｮ0405ｨ ｨｬ ｨｨ 0ｨｮ00ｨ ｨｬ 0708ｨ 09ｨｨ05ｨ ｨｨ ｨｰ06ｨｦ ｨｮ0804 ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ 02ｨｰ 00607ｨｮ09ｨｺｨ ｨｰｨｹ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ02 ｨｪｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804, ｨｰ ｨ 09ｨｨ ﾂｨｨｨｰｨ 02ｨｰ ｨｨｨｬ02ｨｪｨｨｨｬ04ｨｬ ｨ ｨｪ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨ 09ｨｨ05ｨ 0607ｨｨ09ｨ ｨｪ04 09 [4,5] ｨ ｨｬｨｺｨ 0 05ｨｰ ｨ ｨ 09ｨ 03ｨｪ06 04ｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨｰ06, ﾂｨｰ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨ 09ｨｨ05ｨ 0708ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｺ ｨｪｨ ｨ 0608ｨｮ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 (ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ0802) ｨｨ 0708ｨｨ 05ｨｰ06ｨｬ 06ｨ 08ｨ 04ｨｮ02ｨｰ0907 ｨｪ060904ｨｦ ｨｪｨ ｨ 0608 ｨｨ04 ｨｬ02ｨｪｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 (ｨｪ0609ｨ 07 ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ), ｨｰ.ｨｺ. ﾂｨ 09ｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 ｨｨ090060ｨｪ ｨｪｨ ｨ 0608ｨ 0009ｨｺ0502ｨｨ09ｨ 02ｨｰ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｬ06ｨｴｨｹ ｨｨ ｨｪ040 0ｨｮ ｨ 09ｨｨ05ｨ. 0606, ﾂｨｰ06 09ｨ ｨｬ ｨ 09ｨｨ ｨｰ ｨｬ, ｨｰ 00ｨ 08ｨ ｨｪｨｰｨｨ080609ｨ ｨｰｨｹ, ﾂｨｰ ｨｮ ﾂｨ 02, ｨｺ06000ｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 ｨｨ090060ｨｪ ｨｪｨ ｨ 0608ｨ 0706ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｰ ｨ 09ｨｨ0502 (ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ 06 ｨｮ ｨｺｨ 03006ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰｨｪ020902ｨｰ ｨｺｨ ｨｺｨｨｨｬ-05ｨｨｨ 06 ｨｮ040506ｨｬ 0708ｨ 09ｨｨ05ｨ ), ｨｮ05ｨｹｨｰｨｨ08ｨｮ06ｨｴｨ 07 ｨｬｨｮ05ｨｹｨｰｨｨ09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｮ002ｨｰ ｨｰ0607ｨｰｨｹ ｨｨ04 060ｨｪ06ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｮ002ｨｬ 09 ｨｰｨ ｨｺｨｨ0 0905ｨｮ ﾂｨ ｨｨｨｰｨｹ, ﾂｨｰ06 09ｨ 08ｨｨｨ ｨｪｨｰ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ05ｨ ｨｨｨｪｨｰ020008ｨｨ08ｨｮ02ｨｰ ｨｪｨ ｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08 (08ｨｨ09.2) ｨｨ ｨｪｨｨ ｨｨｨｪ02ｨｨ07ｨ 08ｨ ｨ 06ｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｪｨ ｨｬ 0706ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪ07ｨｰｨｨ02 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｬ 05ｨｰ ｨｪ07ｨｰｨｨ ｨｨｨｪ0ｨｮｨｺ02ｨｨｨｨ: ) 00ｨ 08ｨｨｨ ｨｪｨｰ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ02ｨｦ (ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ06ｨｦ). 2) 0ｨ ｨ ｨ 08ｨｪ06 ｨｪ ｨｺｨ 06ｨｴｨｨ00907 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ05ｨ, ｨｨｨｪｨｰ020008ｨｨ08ｨｮ06ｨｴｨｨｨｬ 05ｨｰ06ｨｰ ｨｪｨ ｨ 0608, ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ02ｨｦ. 09ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ06 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 03ｨｰ08ｨ 00ｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 P, 09ｨｰｨ 0907ｨｴ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ｨｺｨ 03006ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 0902ｨｺｨｰ0608, ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 ｨｺ06ｨｰ ｨC ｨｪ0206ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402 ﾂｨｨ0905ｨ ｨｰ06, ｨｺｨ ｨｺ 04ｨ 0ｨ 02ｨｰ ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨ07, ｨｬ0603ｨｪ ﾂ0209ｨｰｨｹ 09 [4]. 36

137 ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ, ｨｰｨ ｨｰｨｨｨｪ. 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton 04ｨｨ ｨ 08ｨｨｨ ｨｪｨｰ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ05ｨ ｨｨｨｪｨｰ020008ｨｨ08ｨｮ02ｨｰ ｨｪｨ ｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ ｨ ｨｪ02ｨｪｨｨ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｪｨ ｨ 02ｨｬｨｮ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｬ 00ｨｨ ｨ 0006ｨｬ (06 00ｨｨ ｨ 00ｨ 0 09 ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺ02 09ｨｬ. [8]) ｨ ｨｬｨｨ 00ｨｨ ｨ 00ｨ ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪ ｨｪｨｨ07, ｨ ｨｰｨ ｨｺ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨｮ070704, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨｪｨｨｨｺｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ04ｨ. 0ｨｨ ｨｮ00ｨ ｨｬｨｨ 0008ｨ 00ｨ ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ ｨｺｨ 03004ｨｬ ｨｮ040506ｨｬ 0008ｨ 00ｨ ｨｰｨｪ060907ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, 09ｨｪｨｮｨｰ08ｨｨ ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 0ｨ ｨｪｨｪ04ｨｦ ｨｮ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ 00 ｨｪｨ 0904ｨｴｨ 02ｨｰ ｨｰ020702ｨｪｨｪ ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ 06ｨｪ ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 09ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｮ ｨｨ ｨｪｨｨ 060ｨｪ06ｨｦ 00ｨｨ ｨｮ00ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨｨ 05ｨｹｨｪ0402 ｨ 0002ｨｪｨｰ ｨ ｨｰ0806ｨｨｨｰ0205ｨｨ (09ｨｬ. ｨｪｨｨ0302) 006ｨ ｨ ｨｰ ｨｬ0603ｨｪ ｨｨ ｨｮ00ｨｨ ｨ 00, ｨｨ ｨｨ04 09ｨｨ09ｨｰ02ｨｬ04 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ ｨｨ 05ｨｰ06ｨｬ, ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｰ ｨ 09ｨｨ05, 09 ｨｺ06ｨｰ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｨ ｨｪ0402 ｨｮ040504, ｨ ｨ ｨ ｨｰ0907 ｨｪ ｨｮ040504, ｨｺ06ｨｰ ｨｰ09ｨｨｨｨ ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨ 0002ｨｪｨｰｨ ｨｬｨｨ-0008ｨ ｨｰ0806ｨｨｨｰ020507ｨｬｨｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｰ020 09ｨｨ09ｨｰ02ｨｬ 0708ｨ 09ｨｨ05, 09 ｨｺ06ｨｰ060804ｨｬｨｨ 08ｨ ｨ 06ｨｰｨ 05ｨｨ ｨ 09ｨｰ060804, ｨｮ08ｨ ｨｪ ｨｰ080602ｨｪｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨｨ ｨ 00ｨ (08ｨ 09 ﾂ02ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ ｨｮ , 09ｨｺ0506 ﾂｨ ｨｨ ｨｪ0402, ｨｨ ｨｪ ｨｰ ｨｨ ｨｪ040 ｨｨ ｨｰ. 07.) 04ｨ ｨｪｨｨｨｬｨ 05ｨ ｨｬ07, 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｬ02ｨｪｨｹ030202, ﾂ02ｨｬ ｨｹ 0609ｨｰｨ 05ｨｹｨｪ06ｨｦ ｨ ｨｪｨ 05ｨｨ ｨｰｨｹ 0609ｨｪ0609ｨ ｨｪｨｨ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ ﾂｨｨ09ｨｰ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ 05ｨｰｨ ｨｮ08ｨ ｨ ｨ ｨｮ002ｨｰ ｨ 0409ｨｰ0806ｨｦ ｨC 0609ｨｪ0609ｨｪ ｨｬ07 ｨ ｨｮ002ｨｰ 04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04, ｨ ﾂｨｨ09ｨｰ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺ ｨｰｨ ｨｴｨｨ0, ｨｪｨ 06ｨ ｨｰ, 0609ｨｪ0609ｨｪ ｨｬ07 ｨ ｨｮ002ｨｰ 04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ ｨｮ08ｨ ｨｰ080602ｨｪｨｨ07 00ｨｨ ｨ 00ｨ ｨｨｨｰｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 0209ｨｪ0609ｨｪｨｮ06 ｨｨ00206 ｨ ｨｨｨｰｨｬｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ Treevial, ｨｬ0603ｨｪ ｨ 04ｨｨｨｰｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: ｨｮ05ｨｹｨｰｨ ｨｰ02 07ｨ 08ｨ ｨｹｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｬｨｪ0600ｨｨ0 08ｨ 04ｨｪ0600ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｬｨｪ0603ｨ ｨｰ0907, ｨｰ0607ｨｪｨｪ ｨｰｨｨ08ｨｮ06ｨｰ ｨｺｨ ﾂ0209ｨｰ09ｨｮ ｨｨ ｨｪｨ ｨｪ060907ｨｰ0907 ｨｪｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ 00 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ. 00 ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ 06ｨ ｨｪｨ 08ｨｮ03ｨｨ09ｨ 02ｨｰ0907 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0706ｨｺ080409ｨ 06ｨｴｨ ｨｹ ｨｨ090060ｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ, ｨ ｨｴｨ 07 ｨｬｨ 08ｨｺ ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ0609ｨｰｨｨ (09 ｨｰ02ｨｺｨｮｨｴ02ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ ｨｺｨｨｨｬ ｨｬｨ 08ｨｺ020806ｨｬ ｨｰ ｨ 08ｨ SYNTTYPE=Clause), 05ｨｰｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07 006ｨ ｨ ｨｰ ｨｰｨｨ080609ｨ ｨｪｨｪｨｮ06 06 ﾂ ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 09ｨｨ09ｨｰ02ｨｬｨｮ ｨｰｨｨ080609ｨ ｨｪｨｪ ﾂ ｨｦ, ｨｪｨ ｨ 0608 ｨ 0002ｨｪｨｰ0609 (07ｨ 08ｨ ｨｹｨｪ , 002ｨｦ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ ) ｨｨ ｨｮ0302 ｨｮ0706ｨｬｨｨｨｪｨ 0903ｨｨｨｦ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ ｨｪｨｰ ｨｰ0907 ｨｪｨ ﾂ02ｨｰ ｨｰｨｨ07ｨ : ｨC ｨ 0002ｨｪｨｰ04, ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ02 03ｨｰ08ｨ 0004; ｨC ｨ 0002ｨｪｨｰ04, 0708ｨｨｨｬ02ｨｪ0706ｨｴｨｨ ｨ 09ｨｨ05ｨ ; ｨC ｨ 0002ｨｪｨｰ04, ｨｺ06ｨｬｨ ｨｨｨｪｨｨ08ｨｮ06ｨｴｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ; ｨC ｨ 0002ｨｪｨｰ ｨ ｨｰ0806ｨｨｨｰ0205ｨｨ. 08ｨ 03004ｨｦ ｨｨ04 ｨｰｨｨ ｨ 0002ｨｪｨｰ0609 ｨ ｨｮ002ｨｰ 060ｨ 08ｨ ｨｺｨｰ0208ｨｨ040609ｨ ｨｪ ｨｪｨｨ ｨｮ02ｨｰ 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ06, ｨｪ0209ｨｬ06ｨｰ0807 ｨｪｨ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｦ, ｨ 0002ｨｪｨｰ04 002ｨｦ09ｨｰ09ｨｮ06ｨｰ ｨｪ06ｨｬｨｮ 0708ｨｨｨｪ02ｨｨ07ｨｮ: ｨ 0002ｨｪｨｰ 06ｨ 08ｨ ｨｴｨ 02ｨｰ0907 ｨｺ ｨｪ06ｨｦ 06 ﾂ ｨｨ (00507 ｨｺｨ ｨｰｨｨ07ｨ ｨ 0002ｨｪｨｰｨ ｨｪｨ ﾂ ｨｹ ｨｨ ｨｰｨｪｨ ), ｨ ｨｰ ｨｨ04 ｨｪ ｨ ｨｲ02ｨｺｨｰ, ﾂｨｰ06-ｨｰ06 09 ｨｪｨｨｨｬ 00205ｨ 02ｨｰ, ｨ 09ｨ ｨｨ 05ｨｰ06ｨｬ ｨｪ ｨ ｨｲ02ｨｺｨｰ04, ﾂ ｨｺ05ｨ 002ｨｰ ｨｪ ｨ ｨｲ02ｨｺｨｰ ｨｮ00ｨｨ02 06 ﾂ ｨｨ ｨｨ, ｨｨ ｨｰ0802ｨ ｨｮ02ｨｰ0907, ｨｪ0702ｨｰ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ 00 ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ. 08ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 ｨｨ ｨｹ04ｨｮ02ｨｰ 0707ｨｰｨｹ 06 ﾂ ｨｦ: ｨC 06 ﾂ ｨｹ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ; ｨC 06 ﾂ ｨｹ 07ｨ 08 09ｨｨ0ｨ <ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ >; ｨC 06 ﾂ ｨｹ ｨｪ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ; ｨC 06 ﾂ ｨｹ ｨｮ ｨｨ ｨ 00ｨ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ06 06ｨ 09 ﾂｨｨｨｰｨ ｨｰｨｹ; ｨC 06 ﾂ ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ0605ｨｹｨｺｨｮ 06 ﾂ ｨｨ ｨ ｨｰ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｰｨｨ ｨ ｨｲ02ｨｺｨｰ0609, 0708ｨｨｨｪ02ｨｨ ｨｰｨｨ080609ｨｺｨｨ ｨｪｨｨ0 ｨｪ02ｨｬｨｪ ｨ 0405ｨｨ ﾂｨ 06ｨｰ0907, ｨｪ ｨｰｨｨ 0708ｨｨｨｪ02ｨｨ ｨ ｨｲ020ｨｨｨｪ0702ｨｰ 060ｨｪ06 ｨC ｨｪｨ ｨｨｨｬ02ｨｪ ｨｰ08ｨ ｨ ｨｪｨｪ04ｨｦ 06ｨ ｨｲ02ｨｺｨｰ ｨｪ ｨ 04ｨｰｨｹ ｨｬ ﾂ ｨｨ (03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ060804, ｨｰｨ ｨｬ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07ｨｬｨｨ, 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ0907 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ 0706 ｨｪ0608ｨｬ ｨｺ05ｨｨ0ｨ ) ｨ ｨ 06ｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｮ06ｨｴ0202: 6ｦ 00 ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ ﾂ ｨｨ 07ｨｮ09ｨｰ04. 6ｦ ﾂ ｨｹ ｨｮ ｨｨ ｨ 00ｨ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ06 06ｨ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ｨｪｨ ﾂｨｨｨｪｨ 06ｨｰ ｨｰｨｮ07ｨ ｨｰｨｹ 09ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ. 6ｦ ｨｪｨｰ ｨ ｨｰ0806ｨｨｨｰ0205ｨｨ ｨｪｨ ﾂｨｨｨｪｨ 06ｨｰ 04ｨ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｮ ｨｨ04 06 ﾂ ｨｨ ｨｮ ｨｨ ｨ 00ｨ ｨｨ 006ｨ ｨ ｨｰｨｹ 09 ｨｪ ｨｨ ｨｮ00ｨｨ, ｨｨ ｨｨ04 04ｨ 0ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ ｨｨ 05ｨｰ06ｨｬ ｨ 09 ﾂ02ｨｰｨ ｨｺｨ ｨｮ0405ｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ 08ｨｨｨ ｨｪｨｰｨｮ ｨｬ ｨｨ- ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, 06ｨｪｨｨ ｨ 06ｨｰ 09 05ｨｰ06ｨｬ ｨｮ ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06 ｨｨ 006ｨ ｨ ｨｰ ﾂ ｨｹ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ (03ｨｰ08ｨ 00ｨｪ06ｨｦ 0902ｨｺｨｰ ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ 08ｨ 0902ｨｪ 0). 6ｦ ｨｪｨｰ04, 0708ｨｨｨｬ02ｨｪ0706ｨｴｨｨ ｨ 09ｨｨ05ｨ, ｨｪｨ ﾂｨｨｨｪｨ 06ｨｰ 04ｨ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨ04 06 ﾂ ｨｨ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｨ, ｨｹ04ｨｮ0709ｨｹ 00ｨｨ ｨｮ00ｨ ｨｬｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 00ｨ, ｨｨ09ｨｺｨ ｨｰｨｹ ｨｴｨｨ ｨ 09ｨｨ05ｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07. 08ｨ 030ｨｮ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｬ0603ｨｪｨｮ06 07ｨ 08ｨｮ 06ｨｪｨｨ ｨｺ05ｨ 0ｨｮｨｰ ﾂ ｨｹ 07ｨ 08 09ｨｨ0ｨ <ｨｨｨｪ- 37

138 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ ｨｰｨ 02ｨｨ07, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ > ｨｨ 05ｨｰｨｨ ｨ 0002ｨｪｨｰ04 06ｨ ｨｪｨ 08ｨｮ03ｨｨ09ｨ 06ｨｰ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06, 0706ｨｺ080409ｨ 06ｨｴｨｮ ｨｹ ｨｨ090060ｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ ｨｨ ｨ ｨｴｨｮ06 ｨｬｨ 08ｨｺ ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ0609ｨｰｨｨ, 06ｨｪｨｨ ｨｺ05ｨ 00409ｨ 06ｨｰ 05ｨｰｨｮ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ ﾂ ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｦ ｨｪｨｰ04, ｨｺ06ｨｬｨ ｨｨｨｪｨｨ08ｨｮ06ｨｴｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, 04ｨ ｨ ｨｨ08ｨ 06ｨｰ ｨｨ04 06 ﾂ ｨｨ 07ｨ ｨｨ0ｨ <ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ > ｨｨ ｨｺｨ 03006ｨｦ 07ｨ 0804 ｨｨｨｴｨｮｨｰ 0609ｨｰｨ 05ｨｹｨｪ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, ｨｺ06ｨｰ ｨｬ0209ｨｰ02 09 ｨ ｨ ｨｦ ｨｬ060005ｨｨ ｨ 04 ｨ 04ｨｰｨｹ ｨｨｨｪｨｰ020008ｨｨ080609ｨ ｨｪ ｨｬ06ｨｴｨｹ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ ｨｰｨ ｨｺｨｨ02 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ ｨｪｨｨ ｨｰ0907 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07ｨｬｨｨ. 00 ｨｬ06ｨｬ02ｨｪｨｰ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 ｨ 0002ｨｪｨｰ04 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 06 ｨｰ06ｨｬ, ｨｺｨ ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｮ ｨｰｨｪ020902ｨｪ04 09 ｨｮ0405ｨ ｨｬｨｨ 00ｨｨ ｨ 00ｨ, ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ 0708ｨ 09ｨｨ05ｨ. 0308ｨｨｨｪ02ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｨ ｨｹ: ｨ 0002ｨｪｨｰ04 09ｨｰ0802ｨｬ07ｨｰ ｨｪｨ ﾂｨ 05ｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｰｨｹ ｨ ｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｮ ﾂｨ 02ｨｬ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 0706ｨｬ02ｨｴｨ 06ｨｰ ﾂ ｨｹ ｨｪ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｰ02ｨｬ, ｨｺｨ ｨｺ ｨ ｨｰｨｹ ｨｪ ｨｪ02ｨｪｨｪｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06, ｨ 0002ｨｪｨｰ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｮ06ｨｰ ｨｨｨ 05ｨｹｨｪ04ｨｬ 08ｨ ｨｬ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰ06ｨｬ, ｨ 0506ｨｺｨｨ08ｨｮ06ｨｴｨｨｨｬ ｨｪｨｨｨｺｨｪ060902ｨｪｨｨ02 060ｨｨｨｪｨ ｨｺ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ. 6ｦ ｨｪｨｰ04, ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ02 03ｨｰ08ｨ 0004, 04ｨ ｨ ｨｨ08ｨ 06ｨｰ ｨｨ04 06 ﾂ ｨｨ ｨｪ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, ｨｪｨｨ09ｨ 06ｨｰ ｨｨ ｨｬ06ｨｴｨｹ06 00ｨｮｨｪｨｺ02ｨｨｨｨ P ｨｨ 006ｨ ｨ ｨｰ ﾂ ｨｹ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ 09 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ 00 ( ｨｮ040504, ｨｺ06ｨｰ ｨｨｨｰ 0ｨ ｨｪｨｪｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07) ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ ｨｺ08ｨｮ00 04ｨ ｨｬ04ｨｺｨ 02ｨｰ ｨｨ09. 3 ｨｨ ｨｰ08ｨｨ08ｨｮ02ｨｰ 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨｨ080609ｨ ｨｪｨｨ ｨｨ09ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 ｨｬ060302ｨｰ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ 03ｨｰ08ｨ 00ｨｪ06ｨｦ 0902ｨｺｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 04ｨ 0ｨ 06ｨｰ ｨｪｨ ﾂｨ 0506ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ. 02ｨｪｨｨ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 04ｨ 0ｨ ｨｪ04 ｨｺｨ ｨｺ 0706ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨｪ06 (070807ｨｬ06ｨｮ000605ｨｹｨｪｨ 07 06ｨ 05ｨ 09ｨｰｨｹ), ｨｰｨ ｨｺ ｨｨ 09 09ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨｪｨ 0509ｨｺ05ｨｨ00609ｨｮ ｨｪ0608ｨｬｨｮ 03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ0608ｨ ( ｨｨ ﾂ0209ｨｺｨ 07 06ｨ 05ｨ 09ｨｰｨｹ) ｨｮ ﾂｨ 02, ｨｺ06000ｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 04ｨ 0ｨ ｨｪ04, ｨ 0002ｨｪｨｰ04, 09 ﾂｨｨｨｰｨ 06ｨｴｨｨ02 03ｨｰ08ｨ 0004, ｨｪ ｨｺ05ｨ 00409ｨ 06ｨｰ ﾂ ｨｹ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｰ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ, 03ｨｰ08ｨ 00ｨｪ06ｨｦ 0902ｨｺｨｰ0608 ｨｺ06ｨｰ ｨｪ02 ｨｮ ｨｰ ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬ ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 08ｨ ｨｺ ｨｮ ｨｨ050609ｨｹ ｨｨ09ｨｰ02ｨｬｨ Treeton ｨｪｨ 07ｨｨ09ｨ ｨｪｨ ｨｪｨ ｨｺ02 Java. 06ｨｰ06ｨｰ ｨｺ 06ｨｺｨ 04ｨ ｨ 02ｨｪｨｪ06 ｨｮ006ｨ ｨｪ04ｨｬ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09 ｨｪ02ｨｬ ｨｮ09ｨｬ06ｨｰ0802ｨｪ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｺｨｰｨｨ09ｨｪ ｨｬｨｪ060006ｨｪｨｨｨｰ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ07 (0908. [3]). 08ｨ 03004ｨｦ ｨ 0002ｨｪｨｰ 08ｨ ｨ 06ｨｰｨ 02ｨｰ 09 06ｨｰ00205ｨｹｨｪ06ｨｦ ｨｪｨｨｨｰｨｨ ｨｮ, ｨｰ ｨｬ0603ｨｪ06, 0904ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ02 ｨ 0002ｨｪｨｰ ｨｨ ｨ 0006ｨｬ ｨｨ090060ｨｨｨｰ ｨ 09ｨｨｨｪ00806ｨｪｨｪ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ02 ｨ 0002ｨｪｨｰ ﾂ ｨｬｨｨ ｨｨ090060ｨｨｨｰ 09ｨｨｨｪ00806ｨｪｨｪ06, ｨｰ.ｨｺ. 06ｨ ｨｲ02ｨｺｨｰ ﾂ ｨｪ ｨ 09ｨｨ05ｨｹｨｪ ｨｰｨｨ080609ｨ ｨｰｨｹ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｰｨｨ080609ｨ ｨｪｨｪ ﾂ ｨｦ ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺｨｰｨｨ09ｨｪ04ｨｦ ｨｺ05ｨ 0909 PriorityBlockingQueue ｨｨ04 07ｨ ｨｺ02ｨｰｨ java.util.concurrent ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｬｨｪ060006ｨｪｨｨｨｰ0209ｨ 07 ｨ 080ｨｨｨｰ02ｨｺｨｰｨｮ08ｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｺｨ 0302ｨｰ ｨ 02ｨｪｨｪ ｨｺｨｰｨｨ09ｨｪ06ｨｦ ｨｰ ｨｹ, ｨｺ06000ｨ ｨｮ ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｰ 00060ｨ ｨ 0605ｨｹ ｨｮ08ｨ 0706ｨｨ09ｨｺｨ ｨｬ0603ｨｪ0609ｨｰ02ｨｦ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05 ｨ 0405ｨ ｨｨｨ 05ｨｹｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ 0607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪｨ. 0308ｨｨ 04ｨ 0008ｨｮ04ｨｺ02 09ｨｨ09ｨｰ02ｨｬ04 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｪｨ ｨｬｨｨ 03ｨ ｨ 0506ｨｪｨ ｨｬｨｨ, 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨ 09ｨｨ05ｨ 0, 09ｨｰ0806ｨｨｨｰ0907 ｨｨｨｪ002ｨｺ09, ｨｺ06ｨｰ060804ｨｦ ｨｰ09ｨｨｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨ 0002ｨｪｨｰｨ ｨｬｨｨ-0008ｨ ｨｰ0806ｨｨｨｰ020507ｨｬｨｨ ｨｺｨｰｨｨ09ｨｪ ｨｨ09ｨｺｨ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ ｨｺ06ｨｪ06ｨｬｨｨｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪ02 008ｨ ｨｪ07ｨｰ ｨ ｨｬ07ｨｰｨｨ 09 09ｨｨ ｨｹ ｨ 030ｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07 008ｨ ｨｪｨｨｨｰ0907 ｨｺｨ ｨｺ ｨｰ0806ｨｦｨｺｨ <ｨ ｨ ｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ, ｨｬｨ 0909ｨｨ ｨｺ ｨｪｨ 0609ｨｰｨ 05ｨｹｨｪ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ>. 00 ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ, ｨｺ06000ｨ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｨ ｨｰｨｨ ｨｺｨ ｨｺ0602-ｨｰ06 ｨ ｨｨｨｰｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｪｨ 0008ｨｮ0302ｨｪｨｪ ｨｦ09ｨｰ09ｨｨ02 ｨｪｨ 0 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ02ｨｦ (ｨｪｨ 0708ｨｨｨｬ0208, ﾂｨｨｨｰｨ ｨｰｨｹ ｨｰ08ｨ 00), ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07 ｨｺ0607ｨｨ08ｨｮ02ｨｰ ｨｨｨ 05ｨｹｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ, ｨｰ080602ｨｪｨｪｨｮ06 ｨｪｨ ｨｰｨ ｨ 05ｨｨ02ｨ 0 ｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪｨｪｨｮ ｨｺｨｰｨｨ09ｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｹ07ｨｬｨｨ. 04ｨｨ ｨｨｨｺ05 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪｨｰ0802 ｨｨ0406ｨ 08ｨ 0302ｨｪ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ 00ｨｨ ｨ ｨｺ08ｨｮ00 ｨｪ020006, ｨｪｨ ﾂｨｨｨｪｨ ｨｮ, 0706 ﾂｨ ｨｦ 09ｨｰ080205ｨｺ02 08ｨ ｨｪ04: 06 ﾂ ｨｹ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ, 06 ﾂ ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ0609, 06 ﾂ ｨｹ 07ｨ 08 09ｨｨ0ｨ <ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ >, 06 ﾂ ｨｹ ｨｪ ｨｪ02ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ 06 ﾂ ｨｹ ｨｮ ｨｨ ｨ 00ｨ. 08ｨｨ00ｨｮ ｨｦ 06ｨ 0604ｨｪｨ ﾂｨ 06ｨｰ ｨ 0002ｨｪｨｰ ｨｮ03ｨｺｨ ｨｬｨｨ 06ｨ 0604ｨｪｨ - ﾂ02ｨｪ04 ｨｮ ｨｨ ｨ 00ｨ. 05ｨ ｨｺ08ｨ 0302ｨｪｨｪ04ｨｬｨｨ ｨｨ ｨｪ0204ｨ ｨｺ08ｨ 0302ｨｪｨｪ04ｨｬｨｨ ｨｰ0802ｨｮ000605ｨｹｨｪｨｨｨｺｨ ｨｬｨｨ 06ｨ 0604ｨｪｨ ﾂ02ｨｪ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｪ02ｨｪｨｪ0402 ｨｨ ｨｪ ｨｪ02ｨｪｨｪ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ. 05ｨ ｨｬｨｺｨｪｨｮｨｰ ｨｮｨｪｨｺｨｰｨｨ08ｨｪ0402 ｨｺ06ｨｪｨｰｨｮ ｨ 0604ｨｪｨ ﾂｨ 06ｨｰ 00ｨｨ ｨｮ00ｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 00ｨ 38

139 ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ, ｨｰｨ ｨｰｨｨｨｪ. 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨ ｨｪ0609ｨｰｨｹ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ 04ｨｪｨ ｨｺｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｨ ｨｪｨ 08ｨ ｨｪ0609ｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｪ02 ｨｪｨ ｨｺ05ｨ 00409ｨ ｨｹ ｨｪｨｨｨｺｨ ｨｺｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｺｨ 04ｨ ｨｪｨｪ0602 ｨ ｨｮ002ｨｰ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ, 09 ｨｺ06ｨｰ ｨｮｨｴ02ｨｪ04 06ｨｰ00205ｨｹｨｪ ｨ ｨｨ05ｨｨ 0008ｨｮ ｨｪｨ ｨｺ06, 00607ｨｮｨｴ02ｨｪｨｨ02 ｨｰｨ ｨｺｨｨ0 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｬｨｪ060006ｨｺ08ｨ ｨｰｨｪ06 ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｺ06ｨｬｨ ｨｨｨｪｨ ｨｰ0608ｨｨｨｺｨｮ ｨｰ060006, ｨ 09ｨｰ ｨｰ ｨ ｨｰｨｹ ｨｮ06ｨｴ ｨｪｨｨ02: ｨｬ0603ｨｪ ｨ ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬｨｮ 0708ｨ 09ｨｨ05, ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｨ090409ｨ 06ｨｴｨｮ06 08ｨｮ0909ｨｺｨｨｨｦ ｨｺ, 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｺ06ｨｰ060806ｨｦ 0506ｨ ｨ 07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ- ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｮ002ｨｰ ｨｨｨｬｨ ｨ 0204 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 08ｨ ｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨｨｪ0705ｨｨ ｨｪｨｨ02 04ｨ ｨｰｨｨｨｰｨｹ ｨ ｨｪｨｨ02 08ｨ ｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨ ｨｴｨｨｨｰｨｮ ｨｰｨ ｨｺ ｨｪｨｨ ｨｨ ｨｬ 0708ｨｨｨｬ0208, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｴｨｨｨｦ ｨｰ06, ｨｺｨ ｨｺ ｨｰ04ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ05ｨ ｨｬ0603ｨｪ06 006ｨ ｨｨｨｰｨｹ0907 ｨｰ060006, ﾂｨｰ06 08ｨ ｨｪ0402 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ 09 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｰｨ 06ｨｰ ｨ 04ｨｰｨｹ ｨｪｨｮ03ｨｪ04ｨｬｨｨ. 04ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ 0008ｨ 04ｨｮ: 0002ｨｪ ｨｬ 0708ｨｨ0060ｨｨｨｰ ｨｨｨｬ, ﾂｨｰ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 09ｨｨ ｨｰ06ｨｦ ｨｺ06ｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ ｨ ｨｮ002ｨｰ ｨｮ06ｨｴｨｨｨｬ: ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ ｨｨｨｪ02ｨｪ ｨ ｨｬ ｨｹ06 predic, ｨｨ 00002ｨｰ ｨｰｨｹ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ , ｨ ｨ ｨｪｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ ｨｨ ﾂｨｨ0905ｨｮ, ｨｰ ｨｨｨｪｨｨｨｰ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｬ ｨｹ06 circi. ﾁｨｰ06ｨ ｨｨｨｬ02ｨｪｨｨｨｰｨｹ ｨｰｨ ｨｺ ｨ 09ｨｨ0506, ｨｪ0206ｨ 0060ｨｨｨｬ06 09ｨｪｨ ﾂｨ 05ｨ ｨｨｨｪｨｨｨｰｨｹ 0005ｨ ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0602, ｨ ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬ 0708ｨｨｨｬ ｨｰ0802ｨ ｨｮ02ｨｰ ｨ ｨｪｨｨ02 08ｨ ｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｨｨｬ ｨｰ ｨｹ, ﾂｨｰ ｨ 09ｨｨ0506 ｨｨｨｬ0202ｨｰ ｨｮ06ｨｴｨｨｨｦ 09ｨｨ0: ｨｨ 00002ｨｰ ｨｰｨｹ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ , 0005ｨ ｨｨ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ , ｨ ｨ ｨｪｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ ｨｨ ﾂｨｨ0905ｨｮ, ｨｰ ｨｨｨｪｨｨｨｰ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｬ ｨｹ06 circi, ｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨ ｨｬ ｨｹ06 predic. 0308ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨ 09ｨｨ ｨｨｨｬ02ｨｪｨｨｨｰ0907 ｨｺ ｨｬｨｮ ｨｪｨｨ ｨ 04ｨｮ, ｨｨ 06ｨ 08ｨ ｨ ｨｪｨｨ07 08ｨ ｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪ ｨｪｨ 006ｨ ｨｨｨｰ ｨｮ02ｨｰ ｨｮ0706ｨｬ07ｨｪｨｮｨｰｨｹ 02ｨｴ02 060ｨｨｨｪ 0708ｨｨｨｪ02ｨｨ07, 04ｨ ｨｪｨｪ04ｨｦ 09 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial: 04ｨｪｨ ｨｺｨｨ 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ ｨｺｨ ｨｺ ｨｬ02ｨｪｨｰ04 00ｨｬ ｨｨ ﾂ0209ｨｺ ｨｺ0804ｨｰｨｨ07. 06ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06, ｨｨ ｨｪ02ｨｺｨ 07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07 ｨｪ02 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｪｨ ｨｺ ｨｨｨｪｨ ｨｪｨｨ07, 0909ｨｰ0802 ﾂｨ 02ｨｬ ｨｪｨｨｨｨ, ｨｰ06 06ｨｪｨ 04ｨ ｨｬ06 ｨｪ02 ｨｬ060302ｨｰ 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨ 09ｨｨ05ｨｹｨｪ04ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ ｨ ｨｪｨ 05ｨｨ04ｨ. 0906ｨｰ07 ｨｰｨ ｨｺ06ｨｦ ｨｨ ｨｰ0802ｨ ｨｮ02ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｺ ｨｰ05ｨｨ ｨｨ09ｨ ｨｪｨｨ ｨ 09ｨｨ05 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ, 06ｨｪ ｨｨｨｬ0202ｨｰ ｨｨ ｨｨ ｨｨｨｬｨｮｨｴ0209ｨｰ09ｨ , ﾂ02ｨｰｨ ｨｪｨｨｨｨ ｨｨｨｪ02ｨｨ0706ｨｬ ｨｪ0208ｨ ｨｪ0609ｨｰｨｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ 06ｨｪ ｨｰｨ ｨｰ ｨｬ06ｨｴｨｪ04ｨｦ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 06ｨｴｨｨｨｦ 00ｨ ｨｺｨｰ ｨ 0608ｨｪ ｨ ｨC ﾂ ｨｪｨ ｨｺ ｨｨｨｪｨ ｨｪｨｨ07 ｨｬ060302ｨｰ ｨ 00ｨｪｨｮｨｰｨｹ03 ｨｰ0605ｨｹｨｺ06 ｨｰｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ07, ｨｺ06ｨｰ0608ｨ 07 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｪｨｮｨｰ08ｨｨ 0902ｨ ｨｰ , ｨｮ0ｨ 02ｨｰ ｨｨｨｪ0606ｨ 08ｨ 04ｨｪ ｨｨ090409ｨ ｨｰｨｹ ｨｪｨｨ07 ｨｪｨ 09ｨｰ04ｨｺ02 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ ｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ09ｨ ( ﾂｨｨｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｨ 0906 ﾂｨｨｨｪｨｨｨｰ0205ｨｹｨｪｨ 07 04ｨ 0707ｨｰｨ 07) ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 06ｨ ﾂｨｺｨ 008ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 06ｨ ﾂｨｺｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial 09ｨｺ0506- ﾂｨ 02ｨｰ ｨ 07 ｨｰ08ｨｨ ｨｬ02ｨｪｨｰｨ : ｨC 08020ｨ ｨｺｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05; ｨC 08020ｨ ｨｺｨｰ ｨｰ08ｨ ; ｨC ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 06ｨｰ05ｨ 0ｨｺｨｨ ｨｨｨｨ 08020ｨ ｨｺｨｰ ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨ 0405ｨｨ ｨ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 0ｨ 09ｨｪ ｨ ｨｬｨｺｨ ｨｺｨｰｨ 06ｨｪｨｨ ｨ 0405ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪ04 ｨｨ 06ｨｰ05ｨ 0302ｨｪ ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 06ｨｰ05ｨ 0ｨｺｨｨ, 060ｨｪｨ ｨｺ06, 09ｨｨ05ｨｹｨｪ06 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ｨｰ06ｨｦ ｨｨｨｨ, 09 ｨｺ06ｨｰ060806ｨｦ 08ｨ ｨ 06ｨｰｨ ｨｮｨｴｨｨｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨ ｨｬ 0708ｨｨｨｪ02ｨｨ07 08ｨ ｨ 06ｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｨ04ｨｬ02ｨｪｨｨ050907, ｨ ｨ ｨｰ0205ｨｹｨｪ06 ｨｨ04ｨｬ02ｨｪｨｨ ｨｨ ｨｺ 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ. 0ｨｨ ｨｨ090409ｨ 02ｨｰ0907 ｨｮ09ｨｰ0806ｨｦ09ｨｰ ｨｮ0706ｨｬ07ｨｪｨｮｨｰ040 09ｨｨ04ｨｮｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ ｨ ｨｺｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ ｨ ｨｺｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ, ｨｦ ﾂｨ 09ｨｰｨｨ ｨｺ06ｨｰ ｨｪｨ 0060ｨｨｨｰ ｨｨ0906ｨｺ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05, ｨ ｨ 0906ｨｦ ｨｰ08ｨ ｨｪ09ｨｰ0906, ｨｺ06ｨｰ ｨ ｨｪ0702ｨｰ0907 ｨｺｨ 08ｨｰ06 ﾂｨｺｨ ｨｬｨｨ 06ｨｰ00205ｨｹｨｪ ｨ 09ｨｨ05. 0ｨｨ ｨｨ09060ｨｨｨｰ ｨｨ09ｨ ｨｪｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 002ｨｦ09ｨｰ09ｨｨｨｦ, ｨｺ06ｨｰ0608ｨｮ06 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨ ｨｰｨｨ ｨ ｨｪｨｨ07 ｨｪ ｨ 09ｨｨ05ｨ. 02ｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨ ｨｲ0709ｨｪ0702ｨｰ ｨｮ09ｨｰ0806ｨｦ09ｨｰ0906 ｨｺｨ 08ｨｰ06 ﾂｨｺｨｨ 0708ｨ 09ｨｨ05ｨ : ｨC ｨｪｨ 03ｨ ｨｰｨｹ ｨｺｨｪ0607ｨｺｨｮ ｨｦ ﾂｨ 09ｨｰｨｨ 08020ｨ ｨｺｨｰ0608ｨ, ﾂ ｨｰｨｺ080602ｨｰ0907 ｨｺｨ 08ｨｰ06 ﾂｨｺｨ 0708ｨ 09ｨｨ05ｨ ; ｨC ｨｰｨｨ ｨｨｨｬ ｨ 09ｨｨ05ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｺｨ 08ｨｰ06 ﾂｨｺｨｨ; ｨC 04ｨ 0ｨ ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ090060ｨｪ040 03ｨ ｨ 0506ｨｪ ｨ 09ｨｨ05ｨ ｨｨ ｨｪｨ 03ｨ ｨｰｨｹ ｨｺｨｪ0607ｨｺｨｮ 000ｨ ﾂｨ ｨｰｨｹ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ0203; ｨC ｨｪ02ｨｦ ﾂｨ 09ｨｰｨｨ 0708ｨ 09ｨｨ05ｨ ｨｨｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ, 09ｨｪｨｮｨｰ08ｨｨ ｨｺ06ｨｰ060806ｨｦ ｨ ｨｮ002ｨｰ ｨｪｨ 0060ｨｨｨｰ ｨｪｨｪ0602 ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨｬ02ｨｪｨｰ ｨｺｨ 03006ｨｬ ｨｬ02ｨｪｨｰ02 ｨ ｨｮ002ｨｰ ｨｪｨ 07ｨｨ09ｨ ｨｪ ｨｨｨ ｨｺｨ ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 09ｨ ｨｬｨｨ 03ｨ ｨ 0506ｨｪ04 02ｨｴ02 ｨｪ02 04ｨ 0ｨ ｨｪ04; ｨC ｨｪ0206ｨ 0060ｨｨｨｬ06 04ｨ 0ｨ ｨｰｨｹ ｨ ｨ 0506ｨｪ04, ｨ ｨｰ0205ｨｹｨｪ06 ｨｪｨ 03ｨｨｨｬｨ 07 ｨｪｨ ｨｬ02ｨｪｨｰ ｨｨ ｨｺｨ 03006ｨｬ ｨｪｨ 03ｨ ｨｰｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨ ｨ 0506ｨｪ03 ｨ ｨｮ002ｨｰ 06ｨ ｨｪ ｨｰｨｹ ｨｨｨｬ ｨｰ ｨ 0706ｨｺｨ ｨ 02ｨｰ 03ｨ ｨ 0506ｨｪ ｨｰ ｨｬ02ｨｪｨｰｨ, ｨｺ06ｨｰ060804ｨｦ 09 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｪ ｨｺ, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ 04ｨ 0ｨ 06ｨｰ ｨ ｨ 0506ｨｪ04, 0607ｨｨ090409ｨ 02ｨｰ [4] ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 03ｨ ｨ 0506ｨｪ ｨｨ09ｨｰ02ｨｬｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｰ 0603ｨｨｨ ｨｺｨｨ ｨｨ 03ｨ ｨ 0506ｨｪ 04ｨ 0ｨ ｨｪ ｨｪ ｨｪ06, 0006ｨｪ ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨｺ08ｨ 09ｨｪ04ｨｬ ｨｨ 09 05ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ 07060ｨｪ0209ｨｰｨｨ ｨｬ0403ｨｹ ｨｺ ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ , ｨｰ06 09 ｨｰ02ｨｺ09ｨｰ ｨ 06ｨｴ02ｨｦ ｨｺｨ 04ｨｺｨｨ ｨｬ0603ｨｪ ﾂｨｨｨｰｨ ｨｰｨｹ, 09 ﾂ02ｨｬ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｨｨ ｨｺｨ ; ｨC ｨｺ0806ｨｬ02 04ｨ 0ｨ ｨｪｨｨ07 03ｨ ｨ 0506ｨｪ0609, ｨｪ0206ｨ 0060ｨｨｨｬ06 04ｨ 0ｨ ｨｰｨｹ ｨｨ090060ｨｪ ｨｨ (020905ｨｨ ｨｰｨ ｨｺ ｨｨｨｬ0206ｨｰ0907) ｨｬ02030ｨｮ ｨｨ090060ｨｪ04ｨｬｨｨ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ ｨｰ ｨｹ040609ｨ ｨｰ ｨｮ02ｨｰ ｨｰｨｹ ｨｰ ｨｬ02ｨｪｨｰ04, ｨｺ06ｨｰ ｨｪ 006 ﾂ02ｨｰ ｨ ｨｰｨｹ ｨｨ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｺ ｨｪｨｨｨｬ ｨｬ02ｨｪｨｰｨ 08ｨｪ ｨ 08ｨ ｨ ｨｪｨｨ07 (09ｨｬ. [4]) 0708ｨｨ 0706ｨｬ06ｨｴｨｨ 07ｨ ｨｪ0205ｨｨ ｨｨ04 ｨｺｨｪ060706ｨｺ. 08ｨｪ0607ｨｺｨｨ ｨ ｨｮ0ｨｮｨｰ 04ｨ ｨ ｨｰｨｹ0907 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ, 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰ060006, ｨｺｨ ｨｺｨｨ ｨｬ02ｨｪｨｰ ｨｪ04; ｨC ｨｰ060006, ｨｺｨ ｨｺ ｨ ｨ 0506ｨｪ04 ｨｨ ｨｨ090060ｨｪｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｮ0ｨｮｨｰ 04ｨ 0ｨ ｨｪ04, ｨｹ040609ｨ ｨｰ ｨｬ060302ｨｰ 0706ｨｰ0802ｨ 0609ｨ ｨｰｨｹ ｨｰｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 09ｨｨ05ｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ0703 ｨｨ ｨｮ ｨｨ07, 0708ｨｨ ｨｺ06ｨｰ ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 03ｨｰ08ｨ 00, ｨｰ08ｨ ｨｺ, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ 04ｨ 0ｨ 06ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07, 0607ｨｨ090409ｨ 02ｨｰ [4]. 0ｨｰ08ｨ 00ｨｪ0402 ｨｮ ｨｨ07 04ｨ 0ｨ 06ｨｰ0907 ｨｪｨ ｨｰ06ｨｬ ｨｺ02, ﾂｨｰ06 ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07, ｨｪｨｨｨｬ 06ｨｰ05ｨｨ ﾂｨｨ02ｨｬ ｨC

140 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨ ｨｬ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨｪ0206ｨ 0060ｨｨｨｬ06 07ｨｨ09ｨ ｨｰｨｹ 00-> (p, p 2,..., p n )03, (p, p 2,..., p n ) 04ｨ 0ｨ 02ｨｰ 03ｨｰ08ｨ 00ｨｪ06ｨｦ 0902ｨｺｨｰ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ 09ｨｨ09ｨｰ02ｨｬｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｰ 0603ｨｨｨ ｨｺｨｨ (0706 ｨ ｨｪｨ ｨｨｨｨ ｨ ｨｺｨｰ060806ｨｬ 03ｨ ｨ 0506ｨｪ0609); ｨC 0ｨ ｨｮ02ｨｰ ｨｪｨ 03ｨ ｨｰｨｹ ｨｺｨｪ0607ｨｺｨｮ 00>> ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨｨ ｨｪ02ｨｦ ﾂｨ 09ｨｰｨｨ ｨｺｨ 08ｨｰ06 ﾂｨｺｨｨ ｨ ｨｮ002ｨｰ 09ｨｺ0607ｨｨ080609ｨ ｨｪｨ 09 ｨｪｨｨ03ｨｪ0606 ﾂｨ 09ｨｰｨｹ, ﾂ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｮ ﾂｨｨｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 006ｨ ｨ 09ｨｨｨｰｨｹ ｨｨ ｨｪ ｨｨ 0708ｨ 09ｨｨ05ｨ ｨｨ ｨ ｨｰｨｹ ｨｨ ｨｪ ｨｬ02ｨｪｨｰ04 ( ｨｬ06ｨｴｨｹ06 07ｨ ｨｪ0205ｨｨ ｨｺｨｪ060706ｨｺ, 0706 ｨ ｨｪｨ ｨｨｨｨ ｨｪ02ｨｦ ﾂｨ 09ｨｰｨｹ06 ｨｺｨ 08ｨｰ06 ﾂｨｺｨｨ). 0308ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ ｨｪ ｨｬ02ｨｪｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｨｨｰｨｹ ｨｪｨｨ0 0902ｨｺｨｰ ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ ｨｨ ｨｪｨ 03ｨ ｨｰｨｨｨｨ ｨｪｨ ｨ ｨｪｨｪ ｨｬ02ｨｪｨｰ04 ｨｰ02ｨｺ09ｨｰ ｨｺｨｰ ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ0703 ｨ ｨｮ002ｨｰ ｨ ｨｺｨｰｨｨ09ｨｨ080609ｨ ｨｰｨｹ ｨｺ, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ 04ｨ 0ｨ 06ｨｰ ｨｺｨｰ ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ07, 0607ｨｨ090409ｨ 02ｨｰ [4] ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨｺｨｰ ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｰ 0603ｨｨｨ ｨｺｨｨ (0706 ｨ ｨｪｨ ｨｨｨｨ ｨ ｨｺｨｰ060806ｨｬ 03ｨ ｨ 0506ｨｪ0609) ｨｨ ｨｮ0804 ｨ ｨｮ0ｨｮｨｰ ｨｪ02ｨｪ ｨ 09ｨｨ05ｨｹｨｪ06, ｨｰ06 ｨｨｨｪ0ｨｨｨｺｨ ｨｰ ｨ 09ｨｨ05ｨｹｨｪ0609ｨｰｨｨ ｨ 0906ｨｬ ｨｪ02ｨｬ ｨｮ0005ｨｮ ｨｺｨ 08ｨｰ06 ﾂｨｺｨｨ 09ｨｰｨ ｨｪ02ｨｰ ｨｪ04ｨｬ ｨｨ ｨｰ ｨｨｨｪ0ｨｨｨｺｨ ｨｰ0608ｨ 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ｨｪ060006, ｨｰ06 ｨｬ0603ｨｪ ｨｪ0209ｨｰｨｨ ｨｺ ｨｪ02ｨｬｨｮ ｨｬ0403ｨｹ ｨｨ 09 ｨｰ02ｨｺ09ｨｰ ｨ 06ｨｴ02ｨｦ ｨｺｨ 04ｨｺｨｨ 06ｨｰ08ｨ 04ｨｨｨｰ ｨ 0502ｨｬｨ ｨｨ ｨｹ040609ｨ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｪｨ ｨｬ07 06ｨｰｨｺ0506 ﾂｨｨｨｰｨｹ ｨｪ02ｨｺ06ｨｰ ｨ 09ｨｨ0506, 06ｨｪ ｨｬ060302ｨｰ 06ｨｰｨｺ0804ｨｰｨｹ ｨｺｨ 08ｨｰ06 ﾂｨｺｨｮ ｨｨ ｨｰｨ 09ｨｨｨｰｨｹ 00ｨ 0506 ﾂｨｺｨｮ ｨｪｨ ｨｰｨｨ ｨ ｨｪ0608ｨｨ080609ｨ ｨｰｨｹ03. 06ｨｰ06 ｨ 0409ｨ 02ｨｰ ｨｮ006ｨ ｨｪ ｨｬ07 08ｨ 04ｨｪ ｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ ｨｺｨｰ ｨｰ08ｨ ｨ ｨｺｨｰ ｨｰ08ｨ ｨｰ06ｨｨｨｰ ｨｨ04 ｨｰ08020 ﾂｨ 09ｨｰ02ｨｦ: ｨｪ004, ｨｰｨ ｨ 05ｨｨ0204 ｨｰ06ｨｪｨｺ06ｨｦ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ 03ｨｰ08ｨ ｨｨ ｨｰｨ ｨ 05ｨｨ ｨｪｨ - ﾂ02ｨｪｨｨｨｦ 03ｨｰ08ｨ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ06. 06ｨｨ ｨｰ08ｨ , ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ09ｨｰ02ｨｬ02, 0607ｨｨ09ｨ ｨｪ04 09 [4] ｨｪ0ｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 09002ｨｬｨ ｨｰｨｨ ﾂｨｪ ｨ 09ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰｨｨ ｨｰ08ｨ ｨ 030ｨ 07 09ｨｰ0806ｨｺｨ ｨｰｨ ｨ 05ｨｨ0204 ｨｰ06ｨｪｨｺ06ｨｦ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ 03ｨｰ08ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰ06ｨｬｨｮ ｨｰｨｨ07ｨｮ 03ｨｰ08ｨ , ｨｺ06ｨｰ060804ｨｦ 0904ｨ 08ｨ ｨｪ ｨｦ 07 ﾂ02ｨｦｨｺ ｨｰｨ 05ｨｹｨｪ ﾂ02ｨｦｨｺｨｨ 09ｨｰｨ ｨｪ060907ｨｰ ｨ ｨｺｨｰｨｨ08ｨｮ02ｨｬ04ｨｬｨｨ ｨｨ05ｨｨ ｨｪ ｨ ｨｺｨｰｨｨ08ｨｮ02ｨｬ04ｨｬｨｨ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 0904ｨ 08ｨ ｨｪｨｪ ｨｰｨｨ07ｨ. 0ｨ 0708ｨｨｨｬ0208, ｨｰ08ｨ ｨｪｨ ｨｰ060802ｨｪｨｨ02 ｨｪ02 ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 0ｨ 09ｨ ｨｰｨｹ 03ｨ ｨ 0506ｨｪ ｨｰｨ ｨｴｨｨ0, 04ｨ ｨｰ06 ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 0ｨ 09ｨ ｨｰｨｹ ﾂｨｨ N (ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｦ) ｨｰ08ｨ ｨｪｨ 04ｨ ｨｪｨｨ02 009ｨｮ ｨｰｨ ｨｴｨｨ0, ｨｪｨ 06ｨ ｨｰ, ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 04ｨ 0ｨ ｨｪｨｨ02 009ｨｮ0 03ｨ ｨ 0506ｨｪ0609, ｨ ﾂｨｨ N ｨｪ02 ｨｨｨｬ0202ｨｰ 09ｨｬ040905ｨ. 05ｨｪｨ ﾂ02ｨｪｨｨ02 07 ﾂ02ｨｦｨｺｨｨ 09 09ｨｰ0605ｨ ｨｨ ﾂｨｨｨｪｨ ｨｰ ｨｺｨ ｨｮ ﾂｨ ｨｨ ﾂｨｨｨｪｨｮ 03ｨｰ08ｨ 00ｨ. 0ｨ 0706ｨｬｨｪｨｨｨｬ, ﾂｨｰ06 ｨｺｨ 03006ｨｬｨｮ ｨｰｨｨ07ｨｮ 03ｨｰ08ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ 03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ0608ｨ, ｨｰ06ｨｬｨｮ 09 05ｨｰｨｨ 07 ﾂ02ｨｦｨｺｨｨ 04ｨ 07ｨｨ090409ｨ 06ｨｰ0907 ｨｪ ｨｺｨｰ060804, ｨ ﾂｨｨ0905ｨ ｨｨｨｬ ﾂ0202ｨｺ ｨｰｨ ｨ 05ｨｨ02 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰ0907 ｨｪｨ 0708ｨ 09ｨｨ05ｨｹｨｪ0609ｨｰｨｹ ｨｨ 09 ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ 07 ﾂ02ｨｦｨｺ02 06ｨ ｨｪｨ 08ｨｮ03ｨｨ09ｨ 02ｨｰ ｨｨｨ ｨｺｨ, ｨｨｨｬ ﾂ0208ｨｺｨｨ09ｨ 02ｨｰ0907 ｨｺ08ｨ 09ｨｪ06ｨｦ ｨｪｨｨ09ｨｰ06ｨｦ 05ｨｨｨｪｨｨ02ｨｦ. 0308ｨｨ 07060ｨｪ020902ｨｪｨｨｨｨ ｨｬ0403ｨｨ ｨｺ 07 ﾂ02ｨｦｨｺ02, ｨ ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｬ0603ｨｪ06 ｨｮ09ｨｨ002ｨｰｨｹ 09 ｨｰ02ｨｺ09ｨｰ ｨ 06ｨｴ02ｨｦ ｨｺｨ 04ｨｺｨｨ. 06ｨ ｨ 05ｨｨ02ｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 03ｨｰ08ｨ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ06 ｨC 05ｨｰ06 ｨｮ070806ｨｴ02ｨｪｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨｰｨ ｨ 05ｨｨ0204 ｨｰ06ｨｪｨｺ06ｨｦ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ. 00 ｨｪ02ｨｦ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｬ02ｨｪｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｬ02ｨｰ ｨｨ09ｨｰ02ｨｬｨ ｨｨ ｨｹ04ｨｮ02ｨｰ 04ｨ 0ｨ ｨｪｨｪ ｨｪ02ｨｦ ｨｨ ﾂｨｨｨｪ04 03ｨｰ08ｨ ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨｰｨ ｨ 05ｨｨ02ｨ ｨｰ06ｨｪｨｺ06ｨｦ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ ｨｪ ｨｰｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰ06 ﾂｨｪ06ｨｦ ｨｪｨｺｨｨ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 06ｨｰ05ｨ 0ｨｺｨｨ 06ｨｰ06ｨｰ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ0202: ｨC ｨｰ02ｨｺ09ｨｰ ｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪｨｨ07; ｨC 07ｨ ｨｪ0205ｨｹ ｨｮ0708ｨ ｨｪｨｨ07; ｨC 09ｨｨ04ｨｮｨ 05ｨｹｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04, 06ｨｰ06ｨ 08ｨ 03ｨ 06ｨｴｨｨ ｨｰ0607ｨｪｨｨ ﾂ ｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ; ｨC ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ05; ｨC ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ, 06ｨｰ06ｨ 08ｨ 03ｨ 06ｨｴｨｨｨｦ ｨｮ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨｨ ｨ 00ｨ. 03ｨ ｨｪ0205ｨｹ ｨｮ0708ｨ ｨｪｨｨ07 09ｨｺ0506 ﾂｨ 02ｨｰ: ｨC ｨｺｨｪ0607ｨｺｨｨ, ｨｺ0506 ﾂｨ 06ｨｴｨｨ ｨｨｨｬ 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ (ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ05ｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ05, 09ｨｬ. ｨｪｨｨ0302); ｨC ｨｺｨｪ0607ｨｺｨｮ, ｨ 07ｨｮ09ｨｺｨ 06ｨｴｨｮ06 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｪｨｪ ｨｪｨｨ07 (ｨｺｨｪ0607ｨｺｨ 0002ｨ ｨｪ0609ｨｨｨｰｨｹ03); ｨC ｨｺｨｪ0607ｨｺｨｮ, 04ｨ 07ｨｮ09ｨｺｨ 06ｨｴｨｮ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04; ｨC ｨｺｨｪ0607ｨｺｨｮ, 04ｨ 07ｨｮ09ｨｺｨ 06ｨｴｨｮ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｪｨ ｨｪ02ｨ 0605ｨｹ ｨｬ07; ｨC ｨｺｨｪ0607ｨｺｨｮ, 0708ｨｨ0609ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 06ｨｴｨｮ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04; ｨC ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ, ｨｮ05ｨｨ08ｨｮ06ｨｴｨｨｨｦ ｨｰ 00ｨｨ0706ｨｰ ﾂ (ｨｨｨｪｨｰ02ｨｪ09ｨｨ09ｨｪ0609ｨｰｨｹ 06ｨｰｨｰ02ｨｪｨｺ ｨｪ ｨｨ ｨｺ08ｨ 09ｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｨ ﾂｨｨｨｪ04 ｨｪ0608ｨｬ04 03ｨｰ08ｨ 00ｨ ); ｨC ｨｰ02ｨｺ09ｨｰ , 06ｨｰ06ｨ 08ｨ 03ｨ 06ｨｴ ｨｰ08ｨ ｨｪｨｪ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ; ｨC ｨｰ02ｨｺ09ｨｰ , ｨｴ ｨｹ040609ｨ ｨｰ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨｪ06 04ｨ 0ｨ 09ｨ ｨｰｨｹ 06ｨ 05ｨ 09ｨｰｨｹ 00607ｨｮ09ｨｰｨｨｨｬ040 03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ ; ｨC ｨｰ02ｨｺ09ｨｰ , ｨｴ ｨｹ040609ｨ ｨｰ ｨ 0ｨ 09ｨ ｨｰｨｹ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｮ09ｨｰｨｨｨｬｨｮ06 ｨｪ0608ｨｬｨｮ 03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ0608ｨ. 0209ｨｪ0609ｨｪ06ｨｦ 02ｨｨｨｺ05 08ｨ ｨ 06ｨｰ ｨｹ040609ｨ ｨｰ ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ: ｨC ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｰ ｨｨｨｪｨｰ ｨｮ06ｨｴ ｨｪｨｨ02 ｨｨ ｨｪｨ 03ｨｨｨｬｨ 02ｨｰ ｨｺｨｪ0607ｨｺｨｮ 0002ｨ ｨｪ0609ｨｨｨｰｨｹ03; ｨC ｨｨ ｨｨｨｰ0907 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｪｨｨ07, ﾂ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｮ ﾂｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 09 08ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ, 09ｨｨ04ｨｮｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｴ ｨｨ ｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨ 0402 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨ09ｨｰ02ｨｬ02 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｰｨ ｨｺ0302 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ060806ｨｬ 0708ｨｨ 06ｨ ｨｪ ｨｪｨｨｨｨ; ｨC ｨｨ 05ｨｰ06 ｨｪ0206ｨ 0060ｨｨｨｬ06, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ ｨｰｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨｪｨ 03ｨｰ08ｨ 00ｨｪ06ｨｦ 0902ｨｺｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ; ｨC 0ｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 04ｨ 07ｨｮ09ｨｺｨ 02ｨｰ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｬ06ｨｴｨｹ06 ｨｺｨｪ0607ｨｺｨｨ 000ｨ ﾂｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨｪ0607ｨｺｨ 000ｨ ﾂｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｦ, 04ｨ ｨ 02ｨｰ0907 ｨｺｨｪ0607ｨｺｨ ｨｨ0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨ ﾂｨｨｨｪｨ 02ｨｰ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ 06 ﾂ ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｺｨｮｨｪ0ｨｮ 06ｨ ｨｪ ｨｰ0907, 0609ｨｰｨ 05ｨｹｨｪ ﾂ ｨｨ ｨｪ02 06ｨ ｨｪ ｨｰ0907; ｨC ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ ｨ 06ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨｬ06ｨｴｨｹ06 ｨｺｨｪ0607ｨｺｨｨ ｨｨ0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨ 05ｨｰｨ ｨｺｨｪ0607ｨｺｨ ｨ 09ｨｪ02ｨｰ ｨｨ 09ｨｪ0609ｨｹ 04ｨ ｨｨｨｰ0907 ｨｺｨｪ

141 ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ, ｨｰｨ ｨｰｨｨｨｪ. 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨｺｨ 000ｨ ﾂｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｨｨｬ ﾂ ｨｦ 06ｨ ｨｪ0609ｨｨｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｮ ﾂｨｨｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ ｨｨｨｬ ﾂ ｨｦ ｨｨ 00ｨｨ ｨ 00ｨ ; ｨC 09 ｨｰ06ｨｰ ｨｬ06ｨｬ02ｨｪｨｰ, ｨｺ06000ｨ ｨ ｨｪｨ 05ｨｨ04 04ｨ ｨｺ06ｨｪ ﾂｨｨｨｰ0907, ｨｺｨｪ0607ｨｺｨ ｨｨ0609ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ ｨ ｨｪｨ 05ｨｨ ｨ 09ｨｪ02ｨｰ 09ｨ ｨｬｨ. 08ｨｪ0607ｨｺｨ 000ｨ ﾂｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ0403 ｨｮ0302 ｨｪ02 04ｨ ｨｨｨｰ ｨｨｨｬ ﾂ ｨｦ 06ｨ ｨｪ0609ｨｨｨｰ ｨｮ02ｨｰ 09ｨｺｨ 04ｨ ｨｰｨｹ ｨｮ ｨｨｨｬｨ 0 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ, 09 ｨｺ06ｨｰ ｨ ｨ 06ｨｰｨ 02ｨｰ 0607ｨｨ090409ｨ 02ｨｬ04ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨC ｨｨｨｬ02 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ ｨｨｨｬ02 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ ｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ04ｨｦ ｨｮ ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ, 09ｨｨ04ｨｮｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｴ ｨｨ ｨ 00, ｨｨ 0708ｨｨ 05ｨｰ06ｨｬ 0904ｨ 08ｨ ｨｪ ｨｨｨｬ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ, ｨｰ06 ｨｪｨ ｨ 0608 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ, ｨｨｨｪ ｨｪｨｰｨｪ040 ｨｮ0405ｨｮ, 06ｨｰ06ｨ 08ｨ 03ｨ 02ｨｰ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ. 00ｨｨ04ｨｮｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬ 40 ｨｪｨ ｨｨｨｬ02ｨｪ ｨｰ08ｨ ｨ ｨｪｨｪ040 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ ｨ 08ｨ ｨｪ ｨｨｨｬ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ05, ｨｰ06 09ｨｪｨｮｨｰ08ｨｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ06ｨｰ08ｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ ｨｨ 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨ ｨｮ0ｨｮｨｰ 0706ｨｺｨ 04ｨ ｨｪ ｨｨ ｨｮ00ｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ 00ｨ (ｨｰ ｨ 08ｨｨｨ ｨｪｨｰ04 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 09ｨｨ05), ｨｨｨｪ ｨｪｨｰｨｪ0402 ｨｮ0405ｨｮ ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｨｨｬｨ 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｪ02ｨｺ06ｨｰ0608ｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06 09 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 06 ﾂ ｨｨ, 06ｨｪｨ 06ｨｰ06ｨ 08ｨ 03ｨ 02ｨｰ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ06ｨｰ08ｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｦ. 0004ｨ 0608 ｨｮ0405ｨ ｨｨ04 06 ﾂ ｨｨ ｨｮ ｨｨ ｨ 00ｨ 08ｨ 09ｨｪ0609ｨｨ0502ｨｪ 0904ｨ 0608ｨｮ 05ｨｰ ｨｮ0405ｨ 09 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ02 09ｨｨ04ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ 00ｨｨ ｨ 00ｨ ｨｨ09ｨｰ02ｨｬｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 0405ｨ ｨ ｨｪｨ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｰｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｪ ｨｰ02ｨｪ0ｨｮ02ｨｰ ｨｪｨ ｨｪ06ｨｰｨｮ, ｨｬｨｪ0600ｨｨ02 ｨｺ06ｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｪｨ ｨｰ0205ｨｹｨｪ06 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 05ｨｨ09ｨｹ ｨ ｨｪｨｨ ｨｪ06ｨｦ ｨｨ 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｰ ｨｰ00205ｨｹｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ, ｨｺ06ｨｰ0608ｨｮ06 ｨ 09ｨｰ ｨｪｨ 00206ｨｰ ｨｨｨｰｨｹ ｨｬ0209ｨｰｨｪ ｨｨｨｪ0009ｨｨ09ｨｰｨ ｨｬｨｨ ｨｪｨｨ02 05ｨｰ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｪ0702ｨｰ ｨｴ02 ｨｨ ｨｰ02ｨｬ, ﾂｨｰ06 ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 09ｨｨ09ｨｰ02ｨｬｨ Treeton ｨｪ02 08ｨ ｨ 06ｨｰｨ 02ｨｰ 09 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｪｨｮ0507ｨｬｨｨ. 0809ｨｰ ｨｪｨ 00206ｨｰ ｨｺ060806ｨｬ ｨｬ02ｨｪｨｨ ｨｮ09ｨｰ08ｨ ｨｪｨｨｨｰｨｹ 05ｨｰ06ｨｰ ｨｪ ｨｰｨ ｨｰ06ｨｺ. 0202ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｰｨｮ07ｨｪｨ 09ｨｬ0209ｨｰ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ｨｨ02ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 Treeton ｨｪｨ 09ｨ ｨｦｨｰ02 09ｨｨ09ｨｰ02ｨｬ ｨｮ ﾂ ｨｪｨｨｨｬｨ ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ ｨ 09ｨｨ05 08ｨ 04ｨｮｨｬｨｪ ｨｪｨ ｨｺ06ｨｬｨｨｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ0806ｨｦ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ0609 ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ, 08ｨ 0405ｨｨ ﾂｨ 02ｨｬ ｨ ｨｬｨｺｨ 0 ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ 09ｨｨ09ｨｰ02ｨｬ04 Treeton. 06ｨｰ06 ｨｬ0603ｨｪ ｨ ｨｰｨｹ, 04ｨ 07ｨｮ09ｨｰｨｨ ｨ ｨｬｨｬｨｮ ｨｨ 0904ｨ 08ｨ 09 07ｨｮｨｪｨｺｨｰ04 ｨｬ02ｨｪ ｨｬ06ｨｴｨｹ ｨC 05ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｰｨｺ ｨｬ ｨｺｨｪ02 ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ ｨｮ09ｨｨ002ｨｰｨｹ 0907ｨｨ0906ｨｺ ｨｰｨｨ ｨｮ02ｨｰ 0904ｨ 08ｨ ｨｰｨｹ ｨｰｨｨ07 Gramm. 00ｨｪｨｮｨｰ08ｨｨ ｨｰｨｨ07ｨ Gramm ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ ｨｮ09ｨｨ002ｨｰｨｹ 0609ｨｪ0609ｨｪ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608 TYPE 09 ﾂ02ｨｰ0408ｨｹｨｬ07 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ: ｨC Morph, ｨｨｨｪｨｨ02 ｨｬ ｨｨ ﾂ0209ｨｺ ｨｮ080609ｨｪ07; ｨC Syntax, ｨｨｨｪｨｨ02 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨｮ080609ｨｪ07; ｨC Punct, ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨ06ｨｪｨｪ ｨｨｨｪｨｨ02; ｨC Unknown, ｨｨｨｪｨｨ02, ｨｪ0208ｨ ｨｪｨ ｨｪｨｪ040 ｨｬ ｨｨ02ｨｦ. 04ｨ 09ｨｺ ｨｮ040205, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 04ｨｪｨ ﾂ02ｨｪｨｨ06 Morph, ｨｬ0603ｨｪ ｨｪｨ ｨｺ06ｨｬｨｨｨｰｨｹ ｨｬ ｨｹ06 ｨｬ ｨｨｨｨ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｪｨ ﾂ02ｨｪｨｨ06 Syntax, ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 0607ｨｨ09ｨ ｨｪ ｨｬｨ ｨｰｨｨ ﾂｨｪ06. 0ｨ 0708ｨｨｨｬ0208, 06 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｮ ｨｨ ﾂｨ 09ｨｰｨｪ ｨ ｨｰｨ ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ06 ｨｺｨ ｨｰ ｨｨ07 07ｨ 00203ｨ, ｨｪ ｨｨ09ｨ ｨｪｨｨｨｨ 05ｨｰ06 ｨｪ02 06ｨｰ08ｨ 03ｨ 02ｨｰ0907, ｨｨ ｨｰ ﾂ0208ｨｺｨｪ02ｨｬ, ﾂｨｰ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ0609 ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪ0609ｨｨｨｰ 0607ｨｨ09ｨ ｨｰ0205ｨｹｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208 ｨｨ ｨｪｨｨｨｺｨ ｨｺ ｨｪ ｨｨ0702ｨｰ ｨｪｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｨｨｪ02ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨ 09ｨｨ ｨ 09ｨｨ05ｨ ｨｬ0603ｨｪ ｨｮｨ 06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｰ08ｨｨ ｨｺｨ ｨｰ ｨｨｨｨ: ｨC 0708ｨ 09ｨｨ05ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨｰ ｨｪｨｨ07, ｨC 0708ｨ 09ｨｨ05ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨｪ ｨｪｨｨ07, ｨC 0708ｨ 09ｨｨ05ｨ, 0607ｨｨ090409ｨ 06ｨｴｨｨ ｨｪｨｨ02 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ ｨｨ090409ｨ 02ｨｬｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ 0708ｨ 09ｨｨ ｨ 09ｨｨ05 ｨｨ ｨｦ 0008ｨｮ070704, 0707ｨｰｨｹ 0708ｨ 09ｨｨ05 ｨｨ04 09ｨｰ060806ｨｦ 0008ｨｮ ｨｨ ｨｰ08ｨｨ 0708ｨ 09ｨｨ05ｨ ｨｨ ｨｪ02ｨｦ 0008ｨｮ ｨ 09ｨｨ05ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨｰ ｨｪｨｨ07 06ｨｰ06ｨｰ ｨｺ05ｨ ｨ 09ｨｨ05 ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｨ04ｨｮ ﾂ02ｨｪ ｨ 09ｨｰ0608ｨ ｨｬｨｨ 05ｨｮ ﾂ ｨｪ ｨｰ 0708ｨ 09ｨｨ05ｨ ｨ 08ｨ ｨ ｨｪｨｨ ｨｪ ｨｮ0707, 0708ｨ 09ｨｨ05ｨ ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 09ｨｮｨ ｨｲ02ｨｺｨｰ0609 ｨｨ 06ｨ ｨｲ02ｨｺｨｰ0609, 0708ｨ 09ｨｨ05ｨ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨ07 ｨ ｨｰ08ｨｨｨ ｨｮｨｰｨｨ09ｨｪ ｨｦ ｨｨ ｨｬｨｪ ｨｮ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ 0708ｨ 09ｨｨ ｨｨ ｨｺｨ ｨｺ ｨｬ02ｨｪｨｰ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺｨｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰ02ｨｦ, ｨｰｨ ｨｺ ｨｨ ｨｬ02ｨｪｨｰ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺｨｨ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰｨ ｨｴｨｨ0. 06ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪ ｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｰ0907 ｨｺｨ ｨｺ ｨｰｨ ｨｴｨｨ02 (0708ｨ 09ｨｨ0506 PREPG_create), ｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰｨｨ09ｨｪ0402 ｨｺ06ｨｪ09ｨｰ08ｨｮｨｺ02ｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｰ0907 ｨ ｨ 08ｨ ｨ ｨｪｨｨ07 ｨｪ060906ｨｦ ｨｰｨ ｨｴ02ｨｦ ｨC ｨｬ02030ｨｮ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨ 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ04ｨｬ ｨｰ ｨｨｨｰ ｨｹ modif (0708ｨ 09ｨｨ0506 Modif_aggr) ｨ 09ｨｨ05ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨｪ ｨｪｨｨ07 06ｨｰ06ｨｰ ｨｺ05ｨ ｨ 09ｨｨ05 ｨ 09ｨｰ ｨｪｨ ﾂｨ 05ｨｨ ｨｨ04ｨｮ ﾂｨ ｨｰｨｹ ｨｪ020ｨ 09ｨｪ ｨ 09ｨｨ05ｨ, ｨｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｰ ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨｮ ｨｪ ｨｪｨｨｨｦ, ｨｺ06ｨｰ060804ｨｦ 09 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｰ0605ｨｹｨｺ06 ｨｪｨ ﾂｨｨｨｪｨ 02ｨｰ 0609ｨｬ ｨｰｨｹ ｨｨｨｰｨｹ 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ ｨｮ02ｨｬ ｨｺｨ ｨｺ06ｨｬｨｮ-ｨｰ06 ｨｰ02 ﾂ02ｨｪｨｨ06 09 ｨｰ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ｨｺｨ 08ｨ ｨｪ ｨｪ06 ｨｨ04 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪ ｨ 09ｨｨ05 (Clause_create) ｨ 02ｨｰ 0008ｨｮ0707ｨｮ ｨｺ05ｨ ｨｮ0404 (SYNTTYPE=Clause) 0906ｨｺ08ｨｮ ｨ ｨｨｨｪｨｨｨｰｨｪ ｨ ｨ ｨｨ05ｨｨ ｨｨｨｺｨ ｨｰｨｨ09ｨ. 0308ｨ 09ｨｨ0506 Clause_from_short_Adj ｨ 02ｨｰ ｨｺ05ｨ ｨｮ04ｨｮ 0906ｨｺ08ｨｮ00 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｪ06ｨｬｨｨｨｪｨ ｨｰｨｨ0902 ｨｨ ｨｺ08ｨ ｨｰｨｺ ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ060006, ｨｺ06ｨｰ ｨ ｨ ｨｪ ｨｮ ｨｨ ﾂｨｨ0905ｨｮ ( ｨｪｨｨ ｨ ｨ ｨｪ0403). 0308ｨ 09ｨｨ0506 Clause_conj_a 002ｨｺ05ｨ 08ｨｨ08ｨｮ02ｨｰ, ﾂｨｰ ｨｺ05ｨ ｨｮ0404 ｨｬ0600ｨｮｨｰ ｨｨｨｪ07ｨｰｨｹ ｨｬ06ｨｴｨｹ ｨ ｨ 09 06ｨ 08ｨ ｨ ｨｪｨｨ02ｨｬ ｨｪ060906ｨｦ ｨｺ05ｨ ｨｮ ｨ 09ｨｨ0506 To_chto_CONJG ｨ 02ｨｰ ｨｨｨｬ02ｨｪｨｪｨｮ ｨｮ0707ｨｮ ｨｨ ﾂ02ｨｰｨ ｨｪｨｨ07 ｨｰ ｨｬ02ｨｪｨｰ0609: 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ ｨｰ06ｨｰ, ｨ ﾂｨｰ06 ｨｨ ｨｺ05ｨ ｨｮ0404 ( ｨ 09ｨｪ0609ｨｰｨｹ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ (ｨｰ06ｨｬ, ﾂｨｰ06 ｨ ｨｮ002ｨｰ ｨｪ06)03) ｨｰ06ｨｬ 0708ｨ 09ｨｨ0502 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨ 05ｨｹｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 adjoinl ｨｬ06ｨｴｨｹ06 ｨｪ ｨｬｨｮ05ｨｨ08ｨｮ02ｨｰ0907 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02, ﾂｨｰ ﾂｨｰ ｨｪ 0708ｨｨｨｬ04ｨｺｨ ｨｰｨｹ ｨｺ ｨｺ05ｨ ｨｮ ｨ. 06ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨ07 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 4

142 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ0 ｨ 0800ｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 06ｨ 08ｨ ｨｴｨ 02ｨｰ ｨｨ09ｨｰｨｨｨｪｨｮ ｨｰ06000ｨ ｨｨ ｨｰ0605ｨｹｨｺ06 ｨｰ06000ｨ, ｨｺ06000ｨ ｨｦ 0202 ｨ 0800ｨｮｨｬ02ｨｪｨｰ 0708ｨｨｨｬ04ｨｺｨ 02ｨｰ ｨｺ06 09ｨｰ060806ｨｬｨｮ ｨ ｨ 09ｨｨ05ｨ, 0607ｨｨ090409ｨ 06ｨｴｨｨ ｨｪｨｨ02 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨｨｨ 0308ｨ 09ｨｨ05ｨ 05ｨｰ ｨｺ05ｨ 0909ｨ, ｨｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｰ ｨｰ06, ｨｺｨ ｨｺ ｨｬ0603ｨｪ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 04ｨｪｨ ｨｺｨｨ ｨｨｨｪｨ ｨｪｨｨ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 0. 02ｨ 05ｨｰ06ｨｬ ｨｮ ｨ 0802 ﾂｨｹ ｨｰ , 0706ｨｺｨ 04ｨ 0707ｨｰｨ 07 ｨｪ ｨｨｨｰ 09 ｨｰｨｮ ｨｨ05ｨｨ ｨｨｨｪｨｮ06 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｮ06 ｨｨｨｪｨｰ ｨｰｨ 02ｨｨ06, 06ｨｪｨ ｨｰ0907 ｨ ｨ 08ｨｹ020806ｨｬ (ｨｰ.ｨｺ. ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪ02 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 08ｨ ｨｪ04ｨｬｨｨ). 09ｨ 08ｨｹ0208 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪ ｨｰ0605ｨｹｨｺ06 07ｨｮｨｰ02ｨｬ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 060ｨｪ ｨｨ04 07ｨｮｨｪｨｺｨｰｨｮｨ 02ｨｨ06ｨｪｨｪ ｨ 09ｨｨ ｨ 09ｨｨ05ｨ punct_conj_a ｨｨ punct_conj_chto 0708ｨｨ ｨｨｨｪ0706ｨｰ 09ｨｰ0607ｨｴｨｮ06 ｨｪ ｨｰ0902ｨｪｨｪ ｨ 04ｨ 0707ｨｰｨｮ06 ｨｺ ｨ ｨｬ ｨ ｨｨ ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨ 09ｨｨ0506 punct_partg, 0708ｨｨ ｨｨｨｪ0702ｨｰ ｨｺ 0008ｨｮ ｨｨ ﾂｨ 09ｨｰｨｪ ｨ ｨｰｨ ｨｪ ｨｰ0902ｨｪｨｪ ｨｨｨｬ04ｨｺｨ 06ｨｴｨｮ06 (ｨｺｨ ｨｺ ｨ 09ｨ, ｨｰｨ ｨｺ ｨｨ ｨ ) 04ｨ 0707ｨｰｨｮ ｨｨ09ｨｰ02ｨｬｨ 03ｨｰ08ｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 03ｨｰ08ｨ ﾂ02ｨｪｨｹ ｨｰｨ. 00 ｨｪ02ｨｦ ｨｮｨｺｨ 04ｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ ｨｰｨｨ ｨｰ08ｨ ｨｨ ﾂｨｨｨｪｨ 03ｨｰ08ｨ 00ｨ ｨ ｨｪｨｨ ｨｮ0707, 06ｨ 08ｨ ｨｬ0502ｨｪｨｨ07, ﾂ02ｨｪｨｨ02 09ｨｰ ｨｺ ｨｨ ｨｰ ｨ 09ｨｪｨ ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｺｨ 03004ｨｦ 0905ｨｮ ﾂｨ ｨｦ 0909ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 060ｨｪ ｨｨ ｨｪｨｨｨｦ 09ｨｪｨｮｨｰ08ｨｨ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨ ｨｮ002ｨｰ ｨｮ090205ｨｨ ﾂｨｨ09ｨ ｨｰｨｹ ｨｰ09ｨｰ02ｨｰ09ｨｰ09ｨｮ06ｨｴｨｮ06 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨｮ 03ｨｰ08ｨ 00ｨｪ ｨｺｨｰ0608ｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｪｨ ｨｰ060802ｨｪｨｨ ﾂ02ｨｰ ｨｦ ｨｪ02 03ｨｰ08ｨ 00ｨｮ02ｨｰ ｨ 09ｨｨｨｰｨｮｨ 02ｨｨ06, 09 ｨｺ06ｨｰ060806ｨｦ ｨｨ04 060ｨｪ ｨｮ0405ｨ ｨｨ090060ｨｨｨｰ ｨ 0605ｨｹ0302 ﾂ02ｨｰ ｨｰ ｨｺ 060ｨｪ ｨｰｨｨ07ｨ, ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｰ ｨｰ08ｨ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｦ ｨｰｨｨ07 03ｨｰ08ｨ , ｨｺ06ｨｰ ｨ 0405ｨ ｨｪｨ ｨｰ06ｨｪｨｺｨ 07 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨ ｨC 05ｨｰ06 03ｨｰ08ｨ 0004 ｨｪｨ ｨｰ060802ｨｪｨｨ02. 0ｨ 0708ｨｨｨｬ0208, 09ｨｨｨｰｨｮｨ 02ｨｨ07, 0708ｨｨ ｨｺ06ｨｰ060806ｨｦ ｨｨ04 060ｨｪ ｨｮ0405ｨ ｨｨ090060ｨｨｨｰ ｨｰ080205ｨｺｨｨ ｨｰｨｨ07ｨ predic, 09ｨｨ05ｨｹｨｪ06 03ｨｰ08ｨ 00ｨｮ02ｨｰ0907 (ｨｪ02 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 009ｨｮ ｨ ｨｴｨｨ0). 05ｨｨｨｰｨｮｨ 02ｨｨ07 009ｨｮ ｨｬ040 06ｨ ｨｲ02ｨｺｨｰ ｨｰ08ｨ 00ｨｮ02ｨｰ0907 ｨｪ02 ｨｰｨ ｨｺ 09ｨｨ05ｨｹｨｪ06, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 0905ｨｮ ﾂｨ ｨｨ ｨｰｨｨ07ｨ 06ｨｪ 0905ｨｮ03ｨ 05 ｨｬｨｮ0404ｨｺｨｮ ｨｪ06 ﾂｨｹ, 09 ｨｺ06ｨｰ ｨｪ06 ｨｨ04 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｨｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ 07ｨ ｨｪ ｨｰ ｨｬ04ｨｬ 06ｨ ｨｲ02ｨｺｨｰ06ｨｬ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 09ｨｨ09ｨｰ02ｨｬｨ 03ｨｰ08ｨ ｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 09ｨｨ05ｨｹｨｪ06 04ｨ 09ｨｨ0902ｨｰｨｹ 06ｨｰ ｨｰ020 ｨｰ02ｨｺ09ｨｰ0609, 09 ｨｺ06ｨｰ060804ｨｬｨｨ ｨｰ06ｨｨｨｰ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨｮ ｨｪｨｪ ｨｪｨｨ ｨｦ , ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ0600ｨｮｨｰ ｨｪ0609ｨｨｨｰｨｹ ｨｬｨ 0800ｨｨｨｪｨ 05ｨｹｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ 09 0ｨｮ ｨｰ0902ｨｪｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｪｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｪ ｨｮ050708ｨｪ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｨｨｪ ｨｬ02ｨｪｨｰ 0708ｨｨｨｬ04ｨｺｨ 02ｨｰ ｨｺ 008ｨｮ0006ｨｬｨｮ ｨ, ｨｨ ｨｺ06ｨｪ0202 ｨｪｨ 0060ｨｨｨｰ ｨｪｨ ﾂｨ 05ｨ 09ｨｰ ｨｬ02ｨｪｨｰｨ ｨｨ 09 ｨｨｨｪｨｰ020809ｨ 0502 ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｪ02ｨｰ ｨｪｨｨ ﾂ020006, ｨｺ0806ｨｬ ｨ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 0405ｨ ｨ ｨｪｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪｨ ｨｨ07 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial, ｨｴｨ ﾂｨ 09ｨｰｨｹ06 09ｨｨ09ｨｰ02ｨｬ04 Treeton. 02ｨｰ05ｨｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ﾂ0208ｨｰ06ｨｦ 05ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 06ｨｪ 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｬｨｮ05ｨｹｨｰｨｨｨ 0002ｨｪｨｰｨｪ06ｨｦ ｨ 080ｨｨｨｰ02ｨｺｨｰｨｮ0806ｨｦ ｨC 08ｨ 04ｨｪ0600ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ0402 ｨ 0002ｨｪｨｰ04 ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪｨ 0 ﾂｨ 09ｨｰ07ｨｬｨｨ ｨｪ ｨｪｨｨ07, ｨｨｨｬ ｨｨ 05ｨｰ06ｨｬ ｨｬ0603ｨｪ0609ｨｰｨｹ 09ｨｨ002ｨｰｨｹ ｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 008ｨｮ00 008ｨｮ00ｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｨｨｪ02ｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨC ｨｬ0203ｨｮｨｰ06 ﾂｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰ0607ｨｪｨｪ ｨｪｨｨ09ｨ 06ｨｰ ｨｨ 0706ｨｬ06ｨｴｨｨ ｨ 0707ｨ 08ｨ ｨｰｨ 03ｨｰ08ｨ 00ｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ, 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨｮ ｨｮ0006ｨｬ ｨｨ ｨｰｨｨ08ｨｮ06ｨｰ ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ 0405ｨ ｨｰｨ ｨｺ ｨ ｨｪｨ 0008ｨ 00ｨｨ ﾂ0209ｨｺｨ 07 06ｨ ﾂｨｺｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial ｨｨ 002ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｮ02ｨｰ 09ｨｺｨ 04ｨ ｨｰｨｹ 06 ｨｪ02ｨｺ06ｨｰ ｨｰ08ｨｮ0ｨｪ0609ｨｰ070, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨｪｨｨｨｺｨｪｨｮｨｰｨｹ ｨｮ ｨｹ040609ｨ ｨｰ020507, ｨｺ06ｨｰ060804ｨｦ ｨｪｨ ﾂｨｪ02ｨｰ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ 09 09ｨｨ09ｨｰ02ｨｬ06ｨｦ Treeton ｨｬｨｪ0600ｨｨ0 0905ｨｮ ﾂｨ 070, 0708ｨｨ ｨｰｨｺ ｨ ｨｪｨ 05ｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｪｨｨ02, 09ｨｨ09ｨｰ02ｨｬｨ ｨｪ02 ｨ ｨｮ002ｨｰ 09040ｨ 09ｨ ｨｰｨｹ ｨｪｨｨｨｺｨ ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｹ ｨｪ0609ｨｪ ｨｨ ﾂｨｨｨｪ04 ｨｰｨ ｨｺ ｨ 0409ｨｨｨｰｨｨ ｨ 04ｨｰｨｨｨｦ: 05ｨｨｨ ｨｪｨｨｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｺｨ ｨｺｨ 07-ｨｰ06 ｨｺ06ｨｪ09ｨｰ08ｨｮｨｺ02ｨｨ07, ｨｺ06ｨｰ0608ｨ 07 ｨｪ ｨｺ080409ｨ 02ｨｰ0907 ｨｰ02ｨｺｨｮｨｴ02ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 0708ｨ 09ｨｨ05, 05ｨｨｨ 06 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 ｨｪ02 08ｨ ｨｪｨ 05 ｨｺｨ ｨｺｨｨ02-ｨｰ ｨ ｨｪｨｨｨｨ ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬ0603ｨｪ ｨｰｨ ｨｰｨｹ ｨｪｨｨｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬｨｮ 0708ｨ 09ｨｨ ｨｰ060806ｨｬ 0905ｨｮ ﾂｨ 02 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｪ0702ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 Treeton 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｨ 09 05ｨｰｨｨｨｬ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ0602, ﾂｨｰ06 ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨｹ040609ｨ ｨｰ0205ｨｹ, ｨC04ｨ ｨｬ02ｨｪｨｨｨｰｨｹ ｨｪ0208ｨ ｨｪｨ ｨｪｨｪ ｨｨｨｪ06ｨｪｨｨｨｬ06ｨｬ, ｨｺ06ｨｰ060804ｨｦ 08ｨ ｨｪｨ 02ｨｰ ｨｰ060806ｨｦ ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｹ ｨｰ0907, ｨｪｨ 06ｨ ｨｰ, 0905ｨｨ03ｨｺ06ｨｬ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨ 02ｨｪｨｪ ｨｨｨｪｨｪ ｨｪｨｨｨｦ. 0308ｨｨ ﾂ02ｨｬ 0802 ﾂｨｹ ｨｨ002ｨｰ ｨｰ0605ｨｹｨｺ06 06 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ040 00ｨｨ0706ｨｰ0204ｨ 0 (09 ｨｪ0608ｨｬ06ｨｦ 03ｨｰ08ｨ 00ｨ, ｨ 05ｨｨ04ｨｺ06ｨｦ ｨｺ ｨｪｨｮ0506) 06ｨｰ06 ｨｪ ｨｪ06 09ｨｬｨｮｨｴｨ ｨｰｨｹ ｨｹ040609ｨ ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｮ ｨｪｨｹ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ 0708ｨｨ 08ｨ ｨ 06ｨｰ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｪ02ｨｨ04ｨ 0203ｨｪ06 06ｨｺｨ ｨ 02ｨｰ ｨｺｨｨｨｬ. ﾁ02ｨｬ ｨｰ06 ﾂｨｪ0202 ｨ ｨｮ002ｨｰ 09ｨｨ09ｨｰ02ｨｬｨ 03ｨｰ08ｨ ｨｨ ﾂ02ｨｬ ｨ 0605ｨｹ ｨ ｨｺｨｰ ｨｮ0ｨ 09ｨｰ ｨｨ ﾂｨｹ ｨｺ ｨｪｨｺ02 (0902ｨｬｨ ｨｪｨｰｨｨ- ﾂ0209ｨｺｨｨ02 ｨｺ08ｨｨｨｰ0208ｨｨｨｨ, ｨｮ06 06 ﾂ ｨｹ), ｨｰ02ｨｬ ｨｬ02ｨｪｨｹ0302 ｨ ｨｮ002ｨｰ ｨｮ ｨｪｨｹ 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ ｨｨ ｨｰ02ｨｬ ｨｰ06 ﾂｨｪ0202 ｨ ｨｮ002ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｪｨ 05ｨｨ04ｨ. 0809ｨｰ ｨ ｨｪｨｨ08ｨｮ06ｨｰ 08ｨ 0409ｨｨ09ｨ ｨｰｨｹ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial ｨｮ0 ｨｪｨ 0708ｨ ｨｪｨｨ070: ｨC ｨｬ0209ｨｰｨｪ ｨｺ ｨｰｨ ｨｬｨｨ-05ｨｨｨｪ0009ｨｨ09ｨｰｨ ｨｬｨｨ ｨ 09ｨ ｨｰｨｹ ｨ ｨｪｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ; ｨC 08ｨ 0409ｨｨ09ｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬｨｨ ﾂ0209ｨｺｨｮ06 ｨ ｨ 04ｨｮ ( ｨｮ06 06 ﾂ ｨｹ ｨｪｨ 09 ｨｨｨｪｨｰ ｨｮ06ｨｰ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨｮ05ｨｨ, 08ｨ 0405ｨｨ ﾂｨｪ ｨｬｨ 05ｨｹｨｪ0402 ｨｬ ｨｨ, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ ｨｬ0603ｨｪ ｨ ｨｪｨｨ ﾂｨｨ09ｨ ｨｰｨｹ 0906 ﾂ02ｨｰｨ 02ｨｬ0609ｨｰｨｹ 020ｨｨｨｪｨｨ02, ｨ ｨｰｨ ｨｺ ｨｬ02ｨｪｨｰ04 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｮ 09ｨｪｨｨ04) ﾂ02ｨｪｨｹ ｨｪｨ 00202ｨｬ0907, ﾂｨｰ06 ｨｰ ｨｹ, ｨｺ06000ｨ ｨｨ ｨ -09ｨ ｨｦｨｰ 09ｨｨ09ｨｰ02ｨｬ04 Treeton, 0906ｨｺ08ｨｮ00 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608ｨ Treevial ｨｨｨｰ ｨ ｨｴ0209ｨｰ ｨｦ, ｨｺ06ｨｰ060804ｨｬ ｨ 05ｨｨ0406ｨｺ ｨｺ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｪｨ 05ｨｨ04ｨｮ, 0708ｨｨｨｪ07ｨｰ04ｨｦ ｨ 09ｨｰ0608ｨ ｨｬｨｨ. 0ｨ 09ｨ ｨｦｨｰ ｨｺ060806ｨｬ ｨｬ02ｨｪｨｨ ｨ ｨｮ002ｨｰ ｨ ｨｪｨｨ040609ｨ ｨｪ ｨｮｨｬ. 0809ｨｰ ﾂ02ｨｪｨｹ ｨｪｨ 00206ｨｰ0907 ｨｪｨ ｨｨｨｪｨｰ ｨｪ0402 ｨｨ ｨｮｨｺｨｰｨｨ09ｨｪ ｨ 09ｨｮ03002ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ09ｨ. 42

143 ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ, ｨｰｨ ｨｰｨｨｨｪ. 05ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0004 ｨ 05ｨ 00060ｨ 08ｨｨｨｬ , ｨｺｨｰ ｨｪ06 ｨｨ05ｨｨ ｨｺ ｨｪｨｪ06 ｨｮ ﾂｨ 09ｨｰ090609ｨ ｨ ｨｪｨｨｨｨ ｨｦ 06ｨ ｨｴ ｨｰｨｮ07ｨｪ06ｨｦ ｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 Treeton ﾂ ｨｨ04ｨｪｨ ｨｰ0205ｨｹｨｪ04 ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ09 04ｨ 06ｨｺｨ 04ｨ ｨｪｨｪｨｮ ｨｺｨｮ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 005ｨ 0ｨｺｨｨｨｦ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰ0209ｨｰ0902ｨｪｨｪ ｨｺｨ 09 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬｨ 0 06ｨ ｨｴ02ｨｪｨｨ07. ｨC 00.: 0ｨ ｨｮｨｺｨ, 985. [2] 005ｨ 0ｨｺｨｨｨｦ , ｨｹ ﾂｨｮｨｺ ｨｬ02ｨｪｨｰ04 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨｨ. ｨC 00.: 0ｨ ｨｮｨｺｨ, 969. [3] 00ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ ｨｨｨ ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨｨ09ｨｺｨｮ09ｨｰ0902ｨｪｨｪ ｨｨｨｪｨｰ ｨｺｨｰｨ. ｨC 00.: , 985. [4] 00ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ , 05ｨｰｨ ｨｰｨｨｨｪ ｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ09ｨ 09 09ｨｨ09ｨｰ02ｨｬ02 ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 00TREETON03 // ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. 02ｨｨｨ ｯ2006. ｨC 00.: ｨｨ , ｨC ｨC492. [5] 00ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ , 05ｨｰｨ ｨｰｨｨｨｪ ｨｨｨｰｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｦ 09 09ｨｨ09ｨｰ02ｨｬ02 ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 00TREETON03 // ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. 02ｨｨｨ ｯ2007. ｨC 00.: , ｨC ｨC524. [6] , 05ｨｰｨ ｨｰｨｨｨｪ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｬ , 08ｨ ｨ 06ｨｰｨ 06ｨｴ02ｨｬ ｨｪｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ06ｨｬ 06ｨ ｨｲ02ｨｬ02 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｰ09 // ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. 02ｨｨｨ ｯ ｨ 08ｨｮ09ｨ : 999. ｨC ｨC230. [7] ｨｰ ｨｪｨｨ ｨ ｨｴｨｨｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ09. ｨC 00.: [8] 09ｨ 0ｨ 05ｨｨｨｪ ｨｹ040609ｨ ｨｪｨｨ02 00ｨｨ ｨ ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ08ｨ ｨｪ ｨｨｨｨ // ｨｮｨｪｨ ｨｬｨｨｨｪｨ 08ｨ 0002ｨｨｨ ｯ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺ02 ｨｨ ｨｨ ｨｪｨｨ07ｨｬ. ｨC 00., ｨC ｨC320. [9] 0906ｨｬ09ｨｺｨｨｨｦ 0. 05ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｰ08ｨｮｨｺｨｰｨｮ0804 // ｨｨｨｪ09ｨｨ09ｨｰｨｨｨｺ II ｨC ｨC526. [0] Cocke J., Schwartz J. 06. (970). Programming languages and their compilers: Preliminary notes. Technical report, Courant Institute of Mathematical Sciences, New York University. [] Johnson PCFG models of linguistic tree representations. Computational Linguistics, 24(4): 67ｨC 636. [2] Kasami 06. (965). An efficient recognition and syntax-analysis algorithm for context-free languages. Scientific report Afcrl , Air Force Cambridge Research Lab, Bedford, MA. [3] Doug Lea. Concurrent Programming in Java, Addison-Wesley, Reading, Massachusetts, October 996. [4] Mel ｯcuk I. A. Dependency Syntax: Theory and Practice. SUNY Series in Linguistics, Mark Aronoff, series editor. State University of New York Press, Albany, 988. [5] Pollard 05., Sag I. A. (994): Head-Driven Phrase Structure Grammar. Chicago: University of Chicago Press. [6] Schneider G. A Linguistic Comparison of Constituency, Dependency and Link Grammar. cl/study/lizarbeiten/lizgerold.pdf // [7] Daniel D. K. Sleator and Davy Temperley, Parsing English with a Link Grammar, Technical Report CMU-CS-9-96, Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, 99. [8] Younger D. H. (967). Recognition and parsing of contextfree languages in time n3. Information and Control 0(2): 89ｨC208. TREETON Morphosyntactic Analysis System and TREEVIAL Multiagent Syntactic Analyzer, principle of work, system of rules and penalties M. G. Malkovsky, A. S. Starostin In this paper we describe an experimental version of TREEVIAL syntactic analyzer, which is a part of TREETON morphosyntactic analysis system. This analyzer is based on a mathematical model where a specialized language provides means to specify syntactic rules and penalty functions used for evaluating syntactic structures that emerge during analysis. TREEVIAL ｯs special feature is its multiagent architecture: specialized agents work independently with parts of the input sentence, but have the possibility to see and use each other ｯs output. Processing is governed by the optimality principle: all the intermediate structures are permanently evaluated by penalty functions, compared and sorted. The paper ｯs first section gives an account of TREEVIAL syntactical analyzer ｯs operation principle. The description of graphic interface follows. In the end of this paper we discuss a demo system of syntactic rules and penalties that the analyzer works with. 43

144 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｪｨｨｨｺ ｨ ｨｬｨ 0809ｨｺｨｨｨｦ 00609ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｺ0609ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｬ02ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0002ｨｪｨｰ08ｨ 05ｨｹｨｪ04ｨｬ ｨｬ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｰ ｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ ｨｮｨｬ0208ｨｪ0602 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ ｨｰ08ｨ ｨｪ09ｨｰ ｨｮｨｰｨｹ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｰ06ｨｨｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨ 05ｨｰｨ 07ｨ. 0ｨ ｨｬ 05ｨｰｨ ｨｺ ｨｺ02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09ｨｰ0806ｨｨｨｰ ｨｨ09ｨｰ02ｨｬｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｨ ｨｨｨｰ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ02 ｨｨ090060ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0607ｨｨ09ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 06ｨｰ06 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｬｨｨ08ｨｮ02ｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ, ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｬ040 ｨｨ0208ｨ 080ｨｨ02ｨｦ ｨｺ05ｨ 09ｨｰ ｨ ｨ 06ｨｰ02 0ｨ ｨｪ 06ｨ ｨｬ02ｨｰ , ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07 ｨｺ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ06ｨｬｨｮ ｨｬ02ｨｰ060ｨｮ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ, 0708ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨｨｦ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨ ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｮ ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨｪ ｨｬ ｨｰ0907 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｹ06 ｨｨ ｨ ｨｪｨｨｨｦ. 020ｨｪｨ ｨｺ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨ 0506ｨｪｨｮ ｨｨ05ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｺｨ ｨｺｨｨｨｬｨｨ-05ｨｨｨ 06 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ 04ｨ ｨ 0ｨ 0502ｨｺ06 ｨｪ ｨ 0708ｨｨ09060ｨｨｨｰ ｨｹ040609ｨ ｨｰ ｨｺ ｨ 02ｨｬ06ｨｬｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨｮ ｨｬ02 ｨｰ060006, ｨｹ040609ｨ ｨｰ0205ｨｹ ﾂｨ 09ｨｰ ｨ 02ｨｰ ｨｰ ｨｬ06ｨｰ0802ｨｰｨｹ, ｨｺｨ ｨｺｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｬ0600ｨｮｨｰ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｨ ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ ｨｰ06ｨｬ ｨｨ 008ｨｮ0006ｨｬ 0905ｨｮ ﾂｨ ｨｹ040609ｨ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ 06ｨｰ 060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ 008ｨｮ0006ｨｬｨｮ ｨ ｨｬ04 ｨｨｨｬ0202ｨｬ ｨｮ0302 ｨｪ ｨｨ09ｨｺ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ06, ｨ 09 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ02ｨｦ ｨｪｨ 0609ｨｪ ｨ ｨｪｨｨ07. 05ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｺ08ｨ 09ｨｪ04ｨｬ ｨｪ02ｨｪｨｨ02ｨｬ ｨｺ 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ00205ｨｹｨｪ06 09 ｨｺ ｨｺ02ｨｨ070 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 006ｨｬｨ 03ｨｪ ｨｹ040609ｨ ｨｪｨｨ07 ｨｨ05ｨｨ 09 08ｨ ｨｬｨｺｨ ｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨ0 ｨｨｨｪｨｰ ｨｦ ｨｨｨｪｨｰ0208ｨｪ02ｨｰ-0706ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｰｨ ｨｪ0609ｨｺｨ 09ｨ ｨｬ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ ｨｪｨ - ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｪ060906ｨｦ, 0608ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ, ｨｨ, 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｰ0607ｨｪｨｪ06 08ｨ 09ｨｰｨｮｨｴｨｨ0 06ｨ ｨｲ02ｨｬ ｨｨ ｨ ｨｪｨｪ040, ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ. 00 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｪ060904ｨｦ ｨｬ02ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0002ｨｰ ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｬ0209ｨｰｨｪ06ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｬ02ｨｰ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨ 0706ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0ｨ ｨｪｨｪ ｨ ｨｺ ｨｬ02ｨｴ02ｨｪｨｨ02 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｰ ｨｮ ｨｰ090608ｨｨｨｰｨｹ 08070ｨｮ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ040 ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｦ, ｨｪｨ 05ｨ 00ｨ 02ｨｬ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ ｨｪｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 04ｨ ｨ 06ｨｰｨ ｨ ｨｪｨｨ040609ｨ ｨｪｨ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｰ060806ｨｬ 08ｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 ｨｬ02ｨｰ06004, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0ｨ 02ｨｰ ｨ ｨｨ ｨｰｨｪ040 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 00 ｨｰ0802ｨｰｨｹ02ｨｬ 08ｨ ｨ ｨ 06ｨｰ ｨｨ ｨｰ0907 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07, ｨｺ06ｨｰ060804ｨｬ ｨｪｨ ｨｮ ｨｰ ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. ﾁ02ｨｰ090208ｨｰ04ｨｦ 08ｨ ｨｴ02ｨｪ 0607ｨｨ09ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨ. 0202ｨｰｨ 05ｨｹｨｪ06 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｬ0603ｨｪ0402 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ. 0308ｨｨ09060ｨｨｨｰ ｨｨ09ｨ ｨｪｨｨ ｨｨ ｨｮ02ｨｬ040 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 0708ｨｨ ｨｰ ｨｰ06ｨｬ 08ｨ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｰ ｨｺｨ ｨｺ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ, ｨｰｨ ｨｺ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ07 09 ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｰ06ｨｦ 08ｨ ｨｴ02ｨｪ ｨｮ 0904ｨ 0608ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 00 ｨｺ06ｨｪ ｨ ｨ 06ｨｰ04 0ｨ 02ｨｰ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02, ｨ ｨｴ ﾂ02ｨｪｨｹ 0609ｨｪ0609ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｬ02ｨｪｨｪ ｨｰ0607ｨｪｨｨ ｨｪｨｰ08ｨ 05ｨｹｨｪ04ｨｬ ｨｬ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ ｨ ｨｰ080602ｨｪｨｨ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮｨｬ0208ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｦ ｨｰ09, ｨｴｨｨ0 06ｨｰ06ｨ 08ｨ 03ｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ, ｨｮ ﾂｨｨ09ｨ 07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｬ02ｨｪｨｨ ｨ ｨｪｨｨ07 ｨｨ05ｨｨ 008ｨｮ0006ｨｦ ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 0805ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ04ｨｦ ｨｺ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｰ06ｨｨｨｰ 09 ｨｨ ﾂ02ｨｪｨｨｨｨ ｨｨ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ ｨｺｨｨ0ｨC05ｨｨｨ ｨｨ04ｨｪｨ ｨｺ0609 ｨｨ 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 05ｨｺ08ｨ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ 0708ｨｨ04ｨｪｨ ｨｺ ｨ ｨｺ ｨｺｨ ｨｺ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｬ060302ｨｰ ｨｰｨｺｨｨ ｨｨ 0906ｨｰｨｪｨｨ 08ｨ ｨ ｨｰｨｹ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07, ｨｰ ｨ ｨｪｨｨ07 009ｨｮｨｬ0208ｨｪ040 (ｨｰ08020ｨｬ0208ｨｪ040) 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ. 06ｨ ｨｺｨｨ02 ｨｬ02ｨｰ ｨ 04 ﾂｨｪ ｨ ｨｰ ｨｪｨ 05ｨｨｨｪ02ｨｦｨｪ0402 ｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｨｨｪ02ｨｦｨｪ0402 ｨｬ02ｨｰ06004 ｨｨ ｨｹ04ｨｮ06ｨｰ 0ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ 08ｨ ｨｪｨｨ07 08ｨ 08ｨｮｨｪ02ｨｪｨ ｨC ｨ, ｨｪｨ ｨ 02ｨｬ04ｨｦ ｨｰｨ ｨｺ0302 ｨｬ02ｨｰ06006ｨｬ 0005ｨ 09ｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ (PCA ｨC Principal component analysis) ｨｰ06ｨｬ ｨｬ02ｨｰ ｨｮｨｴ0209ｨｰ ｨｰ ｨｰ 09ｨｨ09ｨｰ02ｨｬ04 ｨｺ ｨｨｨｪｨ ｨｰ 09 ｨｨ090060ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨ04ｨｪｨ ｨｺ0609 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ ｨｺ02ｨｨｨｨ ｨｪｨ ｨｪ ｨｨ ｨC 0005ｨ 09ｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 ｨC 0ｨｨ ｨｨ ｨｬｨｪ ｨｰ09ｨ ｨｰ06 ﾂ02ｨｺ ｨ 0405ｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ. 0308ｨｨ 05ｨｰ06ｨｬ 0ｨｨ ｨｨ ｨｰ06 ﾂ02ｨｪｨ ｨ 0605ｨｹ0302ｨｦ ﾂｨ 09ｨｰｨｹ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ 0, ﾂｨｰ ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ 44

145 ｨｪｨｨｨｺ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｰ0605ｨｹｨｺ06 ｨｨ0, 06ｨｰｨ 08ｨ ｨ ｨｰｨ 05ｨｹｨｪ ｨｰ060 PCA ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ 0708ｨｨ ｨ ｨｪｨｨｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ ﾂｨｨ0905ｨ 09ｨｨ09ｨｰ02ｨｬ [, 6]. 0ｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ04ｨｬ ｨｺ05ｨ ｨｬ ｨｬ02ｨｰ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｰ0907 ｨｬｨｪ060006ｨｬ0208ｨｪ0602 ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨ02 (03ｨｺｨ 05ｨｨ080609ｨ ｨｪｨｨ02) ｨC MDS (multidimensional scaling) MDS 0706ｨｪｨｨｨｬｨ 06ｨｰ ｨｰ020ｨｪｨｨｨｺｨｨ, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ ｨｨ ｨｨｨｰ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ02 ｨｬｨｪ ｨｰ09ｨ 0902ｨｺｨｰ ｨｬｨｪ060006ｨｬ0208ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｬｨ 0506ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ (ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, 009ｨｮ0- ｨｨ05ｨｨ ｨｰ08020ｨｬ0208ｨｪ0602) ｨ ｨｪ02ｨｪｨｨ02ｨｬ, ｨｬ0603ｨｪ0609ｨｰｨｨ, 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ MDS ｨ ｨｨｨｰｨｬ ｨｰｨ 06ｨｰ0907 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ ｨｰ0208ｨｹ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｮ ｨｨ ﾂｨｨｨｪｨｮ 08ｨ ｨ ｨ ｨｪｨｨ07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｬｨｨ 0902ｨｺｨｰ0608ｨ ｨｬｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｬｨ 0506ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ. 0ｨ ｨｨｨ ﾂｨ 09ｨｰ06 00ｨｮｨｪｨｺ02ｨｨ ｨｰ0208ｨｹ ｨｰ0907 ｨｺｨ ｨｺ * 2 ( dij 6ﾓ dij ) E = ﾆ 2, () j< i dij d ij ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ i ｨｨ j 09 ｨｨ090060ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902, d ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ i ｨｨ j * ij ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｬｨ 0506ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ. 08ｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨ ｨｨｨｰｨｬ04 MDS ｨｨｨｬ0206ｨｰ ｨｨｨｰ0208ｨ 02ｨｨ06ｨｪｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, ｨｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨｨ 05ｨｨ0302ｨｪｨｨ07 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ ﾂｨ ｨｦｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ09ｨｨ02 05ｨｰ060006, MDS ｨ ｨｨｨｰｨｬｨ ｨｬ ｨｦ09ｨｰ0902ｨｪｨｪ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ ｨｰｨｹ ｨｺｨ 05ｨｹｨｪ040 ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ 0, ｨ 07 ｨｺｨ 03004ｨｦ 08ｨ 04 08ｨ 0405ｨｨ ﾂｨｪ ｨｰｨ ｨｪｨｨ07 09 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨ ｨ 06ｨｰ02 [9] ｨ ｨｪ06 04ｨ 07ｨｮ09ｨｺｨ ｨｰｨｹ MDS ｨ ｨｨｨｰｨｬ ｨｺｨ ｨｪｨ ｨ 0608ｨ ｨｪ040 0ｨ ｨｪｨｪ040 ｨｪ02ｨｺ06ｨｰ ｨｬｨ ﾂｨｨ ｨ 04 (5ｨC0) ｨｨ 0904ｨ ｨｨ08ｨ ｨｰｨｹ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｮ06 ｨｺ06ｨｪ00ｨｨ00ｨｮ08ｨ 02ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ. 00 [9] ｨｰ ｨ ｨｺ05ｨ 0909ｨ ｨ ｨｨｨｰｨｬ0609, 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰ060006, ｨｰ ｨｨ ｨ 02ｨｬ0602 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｪ ｨｪ04ｨｬ ｨｨ05ｨｨ 0ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｬ ｨｬｨｮ ｨｰｨｨ07ｨｮ ｨ ｨｨｨｰｨｬ ｨｰｨｪ060907ｨｰ ｨ ｨｨｨｰｨｬ04, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ02 ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪｨｮ ｨｮ08ｨｮ 0ｨｹ06ｨｰ06ｨｪｨ -04ｨ ｨｪｨ, ｨｨ ｨ ｨｨｨｰｨｬ04, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ｨｮ08ｨｮ ｨｨｨｬｨｨｨｰｨ 02ｨｨｨｨ 06ｨｰ03ｨｨ00ｨ. 00ｨｰ060806ｨｦ ｨｺ05ｨ 0909 ｨ ｨｨｨｰｨｬ0609 MDS 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｪｨ 0ｨｨ09ｨｺ0802ｨｰｨｪ06ｨｦ 0902ｨｰｨｺ02, ﾂｨｰ06, 0706 ｨｬｨｪ02ｨｪｨｨ ｨ ｨｨ ｨ ｨｰ020502ｨｦ, ｨ 0605ｨｹ0302 ｨｮ ｨｰ ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ, ﾂ02ｨｬ 0905ｨｮ ﾂｨ ｨｦ ｨｪ ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07, 0708ｨｨ ｨｴｨｨｨｦ ｨｺ ｨｺ0804ｨｰｨｨ06 ｨｨｨｺ06ｨｪ06ｨｺ. 02 ﾂ0209ｨｨ0ｨｪ04ｨｬ ｨ 06ｨｬ ｨｮ ﾂ02ｨｪｨｨ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 0ｨｨ09ｨｺ0802ｨｰｨｪｨｮ ｨｰｨｺｨｮ ｨｰ ｨｨ090704ｨｺｨ ｨｺ 0ｨｨ09ｨｺ0802ｨｰｨｪ06ｨｦ 0902ｨｰｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ 08ｨ ｨ 06ｨｰ04, ｨｮ ﾂ02ｨｪｨｪ ｨｪ ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｪｨ ｨｺ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬ0600ｨｮｨｰ ｨｪｨｨｨｺｨ ｨｰｨｹ ｨｺ06ｨｪ0005ｨｨｨｺｨｰ04, ｨｺ06000ｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ04 ｨ 04ｨｰｨｹ 0708ｨｨ090704ｨ ｨｪ04 ｨｺ 060ｨｪ06ｨｦ 07 ﾂ02ｨｦｨｺ ｨｰｨｺｨｨ. 002ｨｺ06ｨｰ ｨｰ08ｨ ｨｰ0200ｨｨｨｨ 08ｨ ｨｪｨｨ07 ｨｰｨ ｨｺｨｨ0 ｨｺ06ｨｪ0005ｨｨｨｺｨｰ ｨｪ04 09 [20] ｨ ｨ 06ｨｰ04 [9] ｨｨ ｨｰ02ｨｪ ｨｰｨ ｨｺ ｨ 0ｨｪ04ｨｦ03 (greedy) ｨ ｨｨｨｰｨｬ, ｨｴｨｨｨｦ ｨｮ ﾂｨｨｨｰｨｹ 0708ｨｨ02ｨｬ0502ｨｬ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 04ｨ ｨｺ060806ｨｰｨｺ ｨｬ ｨｮ ﾂ02ｨｪｨｨ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 0ｨｨ09ｨｺ0802ｨｰｨｪ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨ 0405 ｨｰｨ ｨｺ0302 ｨｨ ｨｹ040609ｨ ｨｪ 0002ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｨｨｰｨｬ. 06ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬ ｨｨ05 ｨｨ ｨ ｨｰ020507ｨｬ ｨｮ ﾂｨｨｨｰｨｹ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｬ02ｨｪｨｹ03ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｨ 0706ｨｰ0208ｨｹ, 060ｨｪｨ ｨｺ ｨｬ ｨ ｨ 06ｨｰ04 06ｨｺｨ 04ｨ ｨｹ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ , ﾂ02ｨｬ ｨ 0ｨｪ ｨ ｨｨｨｰｨｬｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ｨ ｨｨｨｰｨｬ04 MDS 0708ｨｨｨｬ02ｨｪｨｨｨｬ04 ｨｺ ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｬｨｪ ｨｰ09ｨ ｨｬ 06ｨ ｨｲ02ｨｺｨｰ0609 ( ｨｺｨ 0906ｨｰｨｪｨｨ) ｨｨ04-04ｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｰ06ｨｦ ｨｨ ﾂｨｨｨｪ ｨｺ06ｨｬ02ｨｪ0ｨｮ02ｨｰ ﾂｨｨ090507ｨｰｨｹ ｨｬｨ ｨｰ08ｨｨ02ｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ 04ｨ 08ｨ ｨｪ ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ 06ｨｰ00205ｨｹｨｪ04ｨｦ ｨｺ05ｨ 0909 ｨ ｨｨｨｰｨｬ0609 ｨｬｨｪ060006ｨｬ0208ｨｪ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨ07, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 09ｨｨ ｨｬ02ｨｰ06004 ｨｮｨｺ05ｨ 0ｨｺｨｨ 0008ｨ ｨ ｨ 06ｨｰｨ 05ｨｰｨｨ0 ｨ ｨｨｨｰｨｬ ｨｪ0609ｨ ｨｪｨ ｨｪｨ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｬ020ｨ ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｨｨ ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｰ0907 ｨｬ ｨｨ 0808ｨｮ0ｨｰ0208ｨｬｨ ｨｪｨ ｨC 0402ｨｦｨｪ000605ｨｹ0ｨ [0] ｨｨ 08ｨ ｨｬｨ 0ｨ -08ｨ 09ｨ ｨｦｨｨ [2] ｨ ｨ 06ｨｰ02 [23] ｨｬ02ｨｰ060 MDS 0708ｨｨｨｬ02ｨｪ02ｨｪ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ07 ｨｪｨ ｨｺ0609ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 06ｨｪｨｰ ｨｪ06ｨｦ 09ｨｰ060806ｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰ ｨｨ00ｨｪｨ ｨｰｨｮ08 (color signatures) ｨｨ09ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ02 05ｨｺ09ｨｺｨ 09ｨ ｨｰ0608ｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ07 (Earth Mover ｯs Distance ｨC EMD) ｨｬ02030ｨｮ 09ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ ｨｬｨｨ, ｨｰ08ｨ ｨｺｨｰｨｮ02ｨｬ ｨｺｨ ｨｺ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ- ﾂ0209ｨｰ ｨ ｨ 06ｨｰ04, ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨ ｨｪｨｨ07 060ｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｮ00ｨｮ ｨ 0502ｨｪｨｨ06, ｨｰ08ｨ ｨｪ09ｨｰ0906, 06ｨ 08ｨ 04ｨｮ02ｨｬ ｨｨ00ｨｪｨ ｨｰｨｮ08ｨ ｨｬｨｨ, ｨｪ ｨｰ ｨｨｨｪ02ｨｦｨｪ04ｨｬ. 06ｨｰ ｨ 02ｨｰ ｨｰ09ｨｰ09ｨｨ02 ｨｨ ｨｹ040609ｨ ｨｪｨｨ06 ｨｰｨ ｨｺ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｺｨ ｨｺ PCA ｨ ｨ 06ｨｰ02 [5] MDS ｨｨ ｨｹ040609ｨ ｨｪ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ07 ｨｪｨ 05ｨｺ08ｨ ｨｪ02 08ｨ 0405ｨｨ ﾂｨｪ ｨｨｨｦ 060ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪ0208ｨｨ080609ｨ ｨｪｨｪ040 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 07ｨｮｨｰ02ｨｬ 09ｨ 08ｨｹｨｨ080609ｨ ｨｪｨｨ ｨｺｨｰ0608ｨ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨ09ｨｰ02ｨｬｨ, 0607ｨｨ09ｨ ｨｪｨｪｨ ｨ ｨ 06ｨｰ02, ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨ ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07 06 ｨｰ06ｨｬ, ｨｺｨ ｨｺｨｨ02 ｨｪｨ ｨ ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｮ ｨｰ ｨｰ ｨｹ040609ｨ ｨｰ ｨC ｨｨｨ 05ｨｨ09ｨｰｨ 0706 ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ06ｨｦ 0008ｨ 00ｨｨｨｺ ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨ 0605ｨｹ03ｨｨｨｬ ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨｨｨｺｨ 06ｨｰ 08ｨ 0405ｨｨ ﾂｨｪ ｨ 0502ｨｬ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｰｨｺｨ 09ｨｪｨｨ04ｨｨｨｰｨｹ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 06ｨ ｨｲ02ｨｺｨｰ ｨ ｨｪｨｨｨｬｨ 02ｨｰ ｨｪ020706ｨｬ0208ｨｪ06 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ02ｨｪｨｨ ｨｬ02 ｨｰ060006, 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨｲ02ｨｺｨｰ0609 ｨｪｨ 05ｨｺ08ｨ ｨｪ02 060ｨｪ ｨｬ02ｨｪｨｪ ｨｰ06 ｨｪ ｨｰｨ ｨｰ ｨｬ0603ｨｪ04ｨｬ ｨｰ09ｨｨ02 05ｨｰ060006, ｨｨ ｨ ｨｰ020507ｨｬｨｨ ｨｨｨｪｨｨｨｬｨ 06ｨｰ ｨｰｨｺｨｨ ｨｰ080602ｨｪｨｨ07 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰ08ｨｮｨｺｨｰｨｮ08, 0008ｨｮ0707ｨｨ08ｨｮ06ｨｴｨｨ0 06ｨ ｨｲ02ｨｺｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ. 0ｨ ｨｨｨ ﾂ0209ｨｨ0ｨｪ04ｨｬ ｨ 06ｨｬ ｨｪｨｨｨｰｨｹ ｨｰｨ ｨｺ ｨ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ ｨｰ0907 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｨ09ｨｰ02ｨｬ02 [6] 0802ｨ 05ｨｨ040609ｨ ｨｪ , 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 0ｨ ｨｺｨ 03006ｨｬ 03ｨ ｨｹ040609ｨ ｨｰ ｨｰｨ ｨｰ0907 ｨｪｨ ｨ 0608 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｺｨ ｨｨ04 ｨｺ06ｨｰ ｨｰ ｨｰｨ 09ｨｨｨｰ020502ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ. 0004ｨ ｨｨ08ｨ ｨｪ06 ｨｨ ｨｰｨ ｨｪｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｰ ｨｺ ｨｮ06ｨｴ02ｨｬｨｮ ｨｮ080609ｨｪ06 ｨｨ0208ｨ 080ｨｨｨｨ ｨｨ ｨｰ ｨｰ ｨ ｨｪｨｨ04ｨ 02ｨｨ07 ｨ ｨ ｨ ｨｪｨｪ040 ｨｨｨｬ0202ｨｰ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨｺ09ｨ ｨ ｨ ｨ 06ｨｰ02 ｨｨ ｨｹ040609ｨ ｨｪ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｬ0208ｨ ｨｰｨｨ09ｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬ060302ｨｪ ｨｰｨ ｨｺ , 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ ｨｪｨ ｨｺｨ 03006ｨｬ 03ｨ ｨｬ06ｨｰ08ｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｺ05ｨ 09ｨｰ ｨ , ｨ ｨｲ02ｨｺｨｰ04, ｨｴｨｨ ｨ ｨｪｨｪ0402 ｨｺ05ｨ 09ｨｰ020804, ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨｮ06ｨｰ ｨ ｨｪ060906, ｨｰｨ ｨｹ040609ｨ ｨｰ ｨｪ060904ｨｦ ｨｪｨ ｨ 0608 ｨｺ05ｨ 09ｨｰ , ｨｨ ｨｰ ｨｰ ｨｨ09ｨ ｨｪｨｪ04ｨｦ 0708ｨｨｨｪ02ｨｨ07 (Scatter/ 45

146 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ Gather), ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ 09 08ｨ ｨ 06ｨｰｨ 0 [26, 7]. 0604ｨｪｨ - ﾂｨ 05ｨｹｨｪ06 06ｨｪ ｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨｬ06ｨｰ08ｨ ｨｺ ｨｺ02ｨｨｨｦ ｨｰ02ｨｺ09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨ 06ｨｰ02 [4] ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｪ02ｨｦ0806ｨｪｨｪ ｨｰｨｨ ｨｪ02ｨｪｨ (ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨ ｨｬ ｨ ｨｪｨｨ04ｨｮ06ｨｴｨｨ ｨｺｨ 08ｨｰ04 ｨC SOM), ｨ ｨｪｨｨ040609ｨ ｨｪｨｪ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｬ ｨｺ ｨｮ ﾂ02ｨｪｨｪｨ 07 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ ｨ ｨｪ0702ｨｰ0907 ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨ 0706ｨｨ09ｨｺ02 09 ｨ ｨ ｨ ｨｪｨｪ ｨ 08ｨ 0302ｨｪｨｨ07 08ｨ ｨ 00ｨ 06ｨｰ ｨｮ0405ｨ 0 0ｨｨ09ｨｺ0802ｨｰｨｪ06ｨｦ 0902ｨｰｨｺｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｨ ｨｰｨｹ ｨｨ09ｨｰ02ｨｬ02 AutoAlbum [8] ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 04ｨ ｨｨ09ｨ 06ｨｰ0907 ｨｪｨ ｨ 05ｨｹｨ 06ｨｬ04, 06ｨ 08ｨ ｨ 07, ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 009ｨｮ0ｨｮ080609ｨｪ0209ｨｮ06 ｨｨ0208ｨ 080ｨｨ ｨｨ09ｨｰ02ｨｬ02 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 09ｨｨ0ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ: ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｬ02ｨｪｨｨ ｨ ｨｪｨｨ ｨｰ060008ｨ 00ｨｨｨｦ ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨ ｨｪｨｨ ｨｰ060008ｨ 00ｨｨｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨｪ0609ｨｰｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ (best-first model merging), 09 ｨｺｨ ﾂ0209ｨｰ ｨｰｨｪ0609ｨｰｨｪ06ｨｦ ｨｬ ｨｨ 0708ｨｨｨｬ02ｨｪ0702ｨｰ ｨｺ0804ｨｰｨ 07 ｨｬｨ 08ｨｺ060909ｨｺｨ 07 ｨｬ ｨｹ (HMM). 02ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｰ 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｪｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｬｨｪ ｨｰ09ｨ 0 0ｨ ｨｪｨｪ040 ｨｨ ｨ ｨｬ0208ｨ ｨｰｨｨ09ｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 02ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｰ060008ｨ 00ｨｨｨｦ ｨｹ040609ｨ ｨｰ ｨｪｨｮｨｰ08ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｬ02ｨｪ02ｨｬ ｨ ｨｪｨｨ07. 05ｨｨ09ｨｰ02ｨｬｨ PhotoTOC [7] ｨｰ0907 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨｨｬ 08ｨ 0409ｨｨｨｰｨｨ02ｨｬ 09ｨｨ09ｨｰ02ｨｬ04 AutoAlbum. 00 PhotoTOC ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｰ ｨｪ0609ｨｪ0402 ｨ ｨｨｨｰｨｬ04, ｨｮ05ｨｮ ﾂ0302ｨｪ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ ｨｨｨｪｨｰ ｨｦ09 ｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪ ｨ ｨｨｨｰｨｬ 0904ｨ 0608ｨ ｨｰｨ 09ｨｨｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ ( ｨｰｨ 09ｨｨｨｰ0205ｨｹ 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ 0ｨｨ ｨｪ02ｨｨｨｨ 08ｨｮ05ｨｹｨ 02ｨｺｨ -09ｨｨｨ 0208ｨ (Kullback-Lieber) ｨｬ02030ｨｮ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬｨｨ 0006ｨｰ060008ｨ 00ｨｨｨｨ ｨｨ 0202ｨｪｨｰ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ) ｨ ｨｴ0202 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ( ｨｬ06ｨｰ08ｨ ) ｨｺ ｨｺ02ｨｨｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06 ｨｨ05ｨｨ 09ｨｰ080607ｨｰ 009ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｪｨ 0609ｨｪ ｨｨｨｬｨｨｨｰｨｨ09ｨｪ ｨｨ04ｨｪｨ ｨｺ ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06 05ｨｰ ｨｰ0907 ｨｨ ｨｹ0204ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨｨ04ｨｮｨ 05ｨｹｨｪｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0708ｨｨｨｬｨｨｨｰｨｨ09ｨｪ06ｨｬ ｨｮ080609ｨｪ02 0ｨ 0502ｨｺ06 ｨｪ ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨｨ, ｨｪｨｨ09ｨ 02ｨｬ06ｨｦ ﾂ ｨｺ06ｨｬ. 0ｨ 05ｨｰ06ｨｰ ｨｪ ｨｰｨ ｨｰ06ｨｺ ｨｮｨｺｨ ｨ 02ｨｰ ｨｨ ｨ ｨｰ020502ｨｦ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 0ｨ ｨｪｨｪ04ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨｪ02 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ ｨｨ04-04ｨ ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ ｨ 05ｨ [8] ｨ 0609ｨ ｨｪｨｨ07 ｨｺ 09ｨｨ09ｨｰ02ｨｬ02 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0308ｨｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｬ02ｨｰ060ｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｮ02ｨｰ ﾂ02ｨｰｨｺ ｨｨｨｰｨｹ ｨｰ02 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07, ｨｺ06ｨｰ060804ｨｬ ｨｪ ｨｮ ｨｰ ｨｰｨｹ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ ｨｪ0609ｨｪ04ｨｬｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬｨｨ ｨｰ0907: ｨC ｨｰｨ ｨｪｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｪｨ ｨｰ02ｨｺｨｮｨｴ02ｨｬ ｨｮ080609ｨｪ02 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｨ ｨｨｨｰ ｨｨ ｨｮｨｬ0208ｨｪ ｨｺｨｰ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｰ06 ﾂ02ｨｺ/ｨｨｨｺ06ｨｪ06ｨｺ ｨｪｨ 05ｨｺ08ｨ ｨｪ02 ｨｬ06ｨｪｨｨｨｰ0608ｨ ); ｨC ｨｺ 07060ｨｬｨｪ ｨｰ09ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬｨｮ ｨｬ02ｨｪｨｹ0302ｨｬｨｮ ｨｮ080609ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨｨｦ ( ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｰ02ｨｺｨｮｨｴ02ｨｬｨｮ ｨｮ080609ｨｪ06), ｨｨ ｨｨｨｰ ｨｨ 0706ｨｪｨｨ0302ｨｪｨｨｨｨ ｨｮ080609ｨｪ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ05ｨｨ ｨｨｨ 05ｨｨ0302ｨｪｨｨｨｨ03 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ06ｨｰ08ｨ ; ｨC ｨｺ 07060ｨｬｨｪ ｨｰ09ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬｨｮ ｨ 0605ｨｹ0302ｨｬｨｮ ｨｮ080609ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨｨｦ ( ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｰ02ｨｺｨｮｨｴ02ｨｬｨｮ ｨｮ080609ｨｪ06), ｨｨ ｨｨｨｰ ｨｨ ｨｪｨｨｨｨ ｨｮ080609ｨｪ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ05ｨｨ 00ｨｮ0ｨ 0502ｨｪｨｨｨｨ03 06ｨｰ ｨｰ02ｨｺｨｮｨｴ02ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ06ｨｰ08ｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ0603ｨｪ ｨｨｨｰｨｹ 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ02ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ ｨ ｨｪｨｨ02 009ｨｮｨｬ0208ｨｪ06ｨｦ ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ06ｨｦ 00ｨｺｨ 08ｨｰ0403, ｨｪｨ ｨｺ06ｨｰ060806ｨｦ ｨｪ04 ｨ 04ｨｰｨｹ ｨｪ ｨ 02ｨｨｨｨ ｨｬ02ｨｴ02ｨｪｨｨ07, ｨ ｨｰｨ ｨｺ ｨ 02ｨｨｨｨ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨ07 ｨｨ ｨｮ0ｨ 0502ｨｪｨｨ ﾂｨｨｨｰ0409ｨ 07 09ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0ｨ 08ｨ ｨｺｨｰ0208 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｮ02ｨｰ 09ｨｺｨ 04ｨ ｨｰｨｹ 06 ｨｪ0206 ﾂ0209ｨｨ0ｨｪ06ｨｬ, ｨｪｨ ｨｦ , ｨｪｨｨｨｰ0205ｨｹｨｪ06ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｨ, ｨｺ06ｨｰ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｨｨｬ02ｨｪｨｮ02ｨｰ0907 ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02ｨｬ 06ｨ 08ｨ ｨｰｨｨｨｬ0609ｨｰｨｨ. 02ｨｪ06 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ. 03ｨｮ09ｨｰｨｹ 09 ｨｪ02ｨｺ06ｨｰ060804ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｬ0202ｨｰ ｨｪｨｪｨｮ06 ｨｺｨ 08ｨｰｨｨｨｪｨｮ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ. 03ｨｮ09ｨｰｨｹ, 0ｨ , 06ｨｪ ｨ ｨ 02ｨｨｨｦ ｨｬ02ｨｴ02ｨｪｨｨ07, 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨ07 ｨｨ05ｨｨ ｨｮ0ｨ 0502ｨｪｨｨ ｨ, ｨ 07 06ｨ 08ｨ ｨｰｨｪ ｨ 02ｨｨｨｨ, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪ ｨｮ ﾂｨｨｨｰｨｹ ｨｰｨｮ 0302 ｨｺｨ 08ｨｰｨｨｨｪｨｮ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ, ｨｺ06ｨｰ0608ｨｮ06 06ｨｪ ｨｨｨｬ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨ09ｨ ｨｪｨｨ ｨ 00ｨ 02ｨｬ ｨ 08ｨ ｨｺ 0706ｨｺｨ 04ｨ 05 06ｨ ｨｨｨｰ0208ｨ ｨｰｨｮ0804, 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09ｨｰ080607ｨｰ0907 ｨｪｨ 0609ｨｪ ｨｮ0 08ｨ 0405ｨｨ ﾂｨｪ ｨｮ0707 ｨｬ02ｨｰ ｨｦ 0008ｨｮ ｨｰｨｪ060907ｨｰ0907 ｨｬ02ｨｰ06004 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｴｨｨ02 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｺ ｨｺ02ｨｨ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ ｨｪ02ｨ 0605ｨｹ03ｨｨ ｨｮ070704, 09ｨｪｨｮｨｰ08ｨｨ ｨｺ06ｨｰ ｨ 04ｨｪｨｨ02ｨ ｨｬ02030ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｪ ｨｨｨｺｨ ｨｰ060806ｨｦ 0008ｨｮ ｨｰｨｪ060907ｨｰ0907 ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609, ｨｴｨｨ02 08ｨ ｨｨｨｰｨｹ ｨｬ02ｨｪｨｰ04 ｨｺ ｨｺ02ｨｨｨｨ ｨｪｨ ｨｺ0609ｨｰｨｨ ｨｰ080602ｨｪｨｨ07 ｨ ｨｺｨｰｨｨ09ｨｪ ｨｰ09 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｰｨ ｨｰ ｨ 08ｨ 04ｨｪ04ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨｨ ｨｨ ｨ ｨｪｨｨ ｨｰ ｨｬ02ｨｴ02ｨｪｨｨ07 ｨｬ02ｨｰ , 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 0008ｨｮ0707ｨ ｨｬ. 020ｨｪｨ ｨｺ06 ｨｨｨｬ02ｨｪｨｪ06 05ｨｰ06ｨｬｨｮ ｨｮ ｨｨ ｨ ｨｰ020507ｨｬｨｨ 0706ｨｺｨ ｨｪ02 ｨ ｨｮ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 09ｨｪｨｨｨｬｨ ｨｪｨｨ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｪ06 ｨｨ ｨ ｨｪｨｨ ｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609, 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨｨ08ｨｮ06ｨｴｨｨ0 ｨｪｨ 0609ｨｪ ｨｨ0806ｨｺ06 ｨｨ ｨｰｨｪ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0505ｨｬｨｬ06ｨｪｨ ｨｨ ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｬ02 ｨｰ060006, 09 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｬ02ｨｰ060 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｴｨｨｨｦ ｨ ｨｪ07ｨｰｨｹ 05ｨｨｨｪ02ｨｦｨｪｨｮ06 08ｨ ｨｨｨｬ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｮｨｬ0208ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨｨｰｨｬ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 05ｨｰｨ 07ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｺ ｨｺ02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｰ080602ｨｪｨｨ07 ｨｨ0208ｨ 080ｨｨｨｨ ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨ ｨ 06ｨｰ04 ｨ 0405ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 ｨｺｨ ｨｺ ｨ ｨｨｨｰｨｬ04 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨ ｨｬ0208ｨ ｨｰｨｨ09ｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｰｨ ｨｺ ｨｨ ｨｪ02ｨｦ ｨｰ020906ｨｦ ｨ ｨｨｨｰｨｬ WTA. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨｨｨｰｨｬ0609 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨ ｨｨｨｰｨｬ04 Single Link ｨｨ Complete Link [25]. 002ｨｦ ｨｰ020906ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ WTA 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨｨ08ｨｮ02ｨｰ ｨｪｨ ｨ ｨ 0402 ｨｪ02ｨｦ0806ｨｪｨｪ06ｨｦ 0902ｨｰｨｨ ｨｪ02ｨｪｨ [2], ｨｰｨ ｨｴ02ｨｦ 0906ｨ 06ｨｦ 060ｨｪ ｨｦｨｪｨｮ ｨｰｨｹ, 09 ｨｺ06ｨｰ060806ｨｦ ｨｺｨ 03004ｨｦ ｨｪ02ｨｦ0806ｨｪ ｨｨｨｪ02ｨｪ ｨｬｨｨ ｨｺ06ｨｬ- 46

147 ｨｪｨｨｨｺ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0706ｨｪ02ｨｪｨｰｨ ｨｬｨｨ ｨｪ ｨｺｨｰ0608ｨ. 0308ｨｨ 07060ｨ ﾂ02 ｨｪｨ ｨｰｨｨ 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t 0902ｨｺｨｰ0608ｨ x(t) 09 ｨｺ06ｨｪｨｺｨｮ0802ｨｪｨｰｨｪ06ｨｦ ｨ 0608ｨｹｨ ｨ 02030ｨ 02ｨｰ ｨｰ06ｨｰ ｨｪ02ｨｦ0806ｨｪ ｨｨ04 06ｨ ｨｴ ﾂｨｨ0905ｨ K, ｨ ｨｺ06ｨｰ ｨｪｨ ｨｨｨｬ02ｨｪｨｹ0302ｨｦ 09ｨｰ020702ｨｪｨｨ 06ｨｰ05ｨｨ- ﾂｨ 06ｨｰ ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｪ ｨｺｨｰ0608ｨ ｨｪ02ｨｦ0806ｨｪｨ -0706ｨ 020ｨｨｨｰ n ｨｪ0702ｨｰ ｨｰｨｪ060302ｨｪｨｨ02 d(x(t), w ｦﾍ (t)) = min ﾜ i ﾜ K d (x(t), w i (t)) ｨｹ d(x(t), w(t)) ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｪ04ｨｬ 0902ｨｺｨｰ060806ｨｬ x(t) ｨｨ ｨｰ02ｨｺｨｮｨｴｨｨｨｬ ｨｰ0607ｨｪｨｨ02ｨｬ 09ｨｨｨｪｨ 07ｨｰｨｨ ﾂ0209ｨｺｨｨ w i (t) ｨｪ02ｨｦ0806ｨｪｨ i ｨｪ06ｨｦ 09ｨｨ00ｨｪｨ 05 y ｦﾍ 0904ｨｨ0008ｨ ｨｪ02ｨｦ0806ｨｪｨ ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ ｨｨｨｪｨｨ02ｨｮ, ｨｰｨ 05ｨｹｨｪ040 ｨｪ02ｨｦ0806ｨｪ0609 y i 09ｨｰｨ ｨｪ060907ｨｰ ｨ 09ｨｪ04ｨｬｨｨ ｨｪｨｮ ｨｦ0806ｨｪ-0706ｨ 020ｨｨｨｰ0205ｨｹ ｨ 02ｨｰ0907 ｨ 0ｨ 07ｨｰｨ 02ｨｨｨｨ, ｨｺ06ｨｰ060806ｨｦ 0902ｨｺｨｰ ｨｨ04ｨｬ02ｨｪ0706ｨｰ ｨｪｨ 0708ｨ ｨｪｨｨｨｨ 0902ｨｺｨｰ0608ｨ x(t) ｨ 09ｨｨ05ｨｮ ｨｺ ｨｺ02ｨｨｨｨ: w ｦﾍ (t + ) = w ｦﾍ (t) + ｦﾇ(t)[x(t) ｨC w ｦﾍ (t)] ｨｹ ｦﾇ(t) ｨC ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 06ｨ ｨｮ ﾂ02ｨｪｨｨ07 09 ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ t, 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ06ｨｰ ｨｬ02ｨｪ02ｨｬ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ ｨｪ0609ｨｪ ｨ 08ｨ ｨｬ02ｨｰ0804 ｨ ｨｨｨｰｨｬｨ ｨ ｨｪ ｨｨ09ｨ ｨｪ ｨ ｨ 06ｨｰ02 [] ｨ ｨ 06ｨｰ02 ｨ ｨｪ06 ｨｨ ｨ ｨｪｨｨ ｨｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨ ｨｨ ｨｰ ｨ ｨｨｨｪ02ｨｦｨｪ04ｨｦ ｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｦ ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨｨｪ02ｨｦｨｪ ｨ 08ｨ ｨ ｨｪｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 09 08ｨ ｨ 06ｨｰ02 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 0ｨｨ09ｨｺ0802ｨｰｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ ｨ 08ｨ ｨ ｨｪｨｨ07 08ｨ 08ｨｮｨｪ02ｨｪｨ ｨ, 0802ｨ 05ｨｨ04ｨｮ02ｨｬ04ｨｦ ｨｪ02ｨｦ0806ｨｪｨｪ06ｨｦ 0902ｨｰｨｹ06 PCA [2] ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ 0708ｨ 09ｨｨ05ｨ 0502ｨｪ000208ｨ. 0308ｨｨ 06ｨ ｨｮ ﾂ02ｨｪｨｨｨｨ 0902ｨｰｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨ 0ｨ 07ｨｰｨｨ09ｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ 06ｨ ｨｮ ﾂ02ｨｪｨｨ ｨ ｨｮ ﾂ02ｨｪｨｨ ｨｪｨ ｨ 0608ｨｺｨ ｨｲ ｨｰ0907 ｨｪｨ ｨｰｨｨ ｨｬｨｪ060006ｨｺ08ｨ ｨｰｨｪ06, ｨｰｨｹ ｨｰｨ ｨ ｨｨ05ｨｨ04ｨ 02ｨｨｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨ 08ｨ ｨ ｨｪｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨ 00ｨ 02ｨｬ06ｨｬ ｨｬ02ｨｰ ｨｰ 04ｨ 0609ｨｪ0609ｨｮ ｨ ｨｨｨｰｨｬ 009ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪ04ｨｦ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 09 [3] ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｪ04ｨｦ 0505ｨｬｨｬ06ｨｪ06ｨｬ ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｰ ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 0603ｨｨｨ ｨｺｨｮ ｨｰｨ ｨｪｨｨ07 ｨｬｨｪ060006ｨｬ0208ｨｪ040 0ｨ ｨｪｨｪ040, ｨ 03ｨ 02ｨｬｨｮ ｨｨ002: N * 2 ( dij 6ﾓ dij ) ｦﾅ = 66 ﾆ. d d (2) ﾆ ij i< j i< j ｨｹ d ij ｨｨ d * ｨC 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ i ｨｨ j, ij ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06, 09 ｨｬｨｪ060006ｨｬ0208ｨｪ06ｨｬ ｨｨ 009ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨ ｨ 06ｨｰｨ ｨ ｨｨｨｰｨｬｨ ｨｨｨｬ0202ｨｰ ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, ｨ ｨｪｨｪ04ｨｦ ｨｮ06ｨｴｨｨｨｬ 0802ｨｺｨｮ080802ｨｪｨｰｨｪ04ｨｬ ｨｰｨｪ060302ｨｪｨｨ02ｨｬ ｨｺ ｨｨｨｪｨ ｨｰ ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 y jk : * N 2 66ｦﾁ dij 6ﾓ d ij yik ( t + ) = yik ( t) + 66 ( yik t y jk t ). N ﾆ 66 ( ) 6ﾓ ( ) * j d d d ij 66 ij ﾆ ij j ﾙ = i i< j ij 0ｨ 09ｨｰ08ｨ ｨｨ09ｨ 02ｨｬ04ｨｦ 07ｨ 08ｨ ｨｬ02ｨｰ08 a 0905ｨｨ0702ｨｰ ｨｪｨ 09ｨｺ ｨｰｨｹ 08ｨ ｨ 06ｨｰ04 ｨｨ ｨｨｨｬ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ. 00 ｨｰｨ ｨｺ06ｨｬ ｨｬ02ｨｰ06002 ｨｪｨ ｨｬ 05ｨｰｨ ｨｬ06ｨｴｨｹ06 ｨｪ02ｨｦ0806ｨｪｨｪ06ｨｦ 0902ｨｰｨｨ PCA ｨｪｨ 0060ｨｨｨｰ ｨｮｨ ｨｨｨ 05ｨｨ0302ｨｪｨｨ ｨｪｨｨ07. 0ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｮ ﾂ02ｨｪｨｪ ｨｨｨ 05ｨｨ0302ｨｪｨｨ02 ｨｮｨｰ06 ﾂｨｪ0702ｨｰ ｨｨ09ｨ ｨｪｨｪ04ｨｬ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｬ ｨｬ02ｨｰ06006ｨｬ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ. 0209ｨｮ005ｨｰｨ 07ｨｪ04ｨｦ ｨｬ02ｨｰ060 06ｨ 05ｨ 0ｨ 02ｨｰ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06 ｨ ｨｺ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06 ｨｨ ｨ ｨ 0409ｨｰ0806ｨｦ ｨｨｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ07 ｨｰｨ ｨｺ ｨｬ02ｨｰ060ｨ ｨｨ ｨｴｨｨ ｨｰｨ 09 ｨ ｨｨｨｰｨｬ ｨｰｨ ｨｪ ｨ ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0308ｨｨ ｨｪｨｪ04ｨｦ ｨｮｨｴ02ｨｬ 08ｨ ｨ ｨｨｨｰｨｬ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｪｨ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬｨ 0 0ｨ ｨｪｨｪ040, 060ｨｪｨ ｨｺ06 ｨｪｨ ｨ 0605ｨｹ03ｨｨ0 06ｨ ｨｲ02ｨｬｨ 0 0ｨ ｨｪｨｪ ｨｬ0603ｨｪ0609ｨｰｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｰ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ. 0308ｨｨ 06ｨ ｨｲ02ｨｬ ｨ 0608ｨｺｨｨ N ｨｨ ﾂｨｨ ｨｨｨｰ0208ｨ 02ｨｨｨｦ, 0908ｨ 09ｨｪｨｨｨｬ06ｨｬ 09 06ｨ ｨｲ02ｨｬ06ｨｬ 0904ｨ 0608ｨｺｨｨ 06ｨ ｨｲ02ｨｬ 0904 ﾂｨｨ090502ｨｪｨｨｨｦ ｨｮ ﾂ02ｨｪｨｨ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 08ｨ 0902ｨｪ O[N 3 ] ｨｪｨｨ02ｨｬ 0ｨ ｨｪｨｪ06ｨｦ ｨ 0502ｨｬ04 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨ ｨｨｨｰｨｬ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨｨｨ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺ ｨｨｨｪｨ ｨｰ ｨｰ06 ﾂ02ｨｺ ｨｪｨ ｨｺｨ 03006ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ, ｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ ｨｰ080602ｨｪｨｨ07 ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｪｨ ｨｺｨ 03006ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ O[k], k<<n, ｨｰ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 09ｨｪｨｨ0302ｨｪｨ 006 O[N 2 ] ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｨｨｦ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｰｨ ｨｺ06ｨｦ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨｬ02ｨｰ060, ｨ ｨｪ04ｨｦ ｨｪｨｪ06ｨｬｨｮ ﾁｨ 05ｨｬ ｨｬ 09 08ｨ ｨ 06ｨｰ02 [5] ｨｰ06ｨｬ ｨｪｨ ｨｺｨ 03006ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ ｨｺｨ ｨｺ ｨｺｨｰｨｨ08ｨｮ02ｨｬ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ08ｨｮ02ｨｰ ｨｬｨｪ ｨｰ09ｨ ｨｬ ｨｨ04 ｨｬｨｪ ｨｰ ｨ ｨｰ ｨｬ02ｨｪｨｰ04, ｨｪｨ ｨｨｨ ｨ 05ｨｨ04ｨｺｨｨ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬｨｮ 09 ｨｬｨｪ060006ｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｰ060806ｨｬ ｨｬｨｪ ｨｰ ｨ ｨｰ ｨｬ02ｨｪｨｰ04, 06ｨｰｨ ｨｨ08ｨ 02ｨｬ0402 ｨｪｨ ｨｺｨ 03006ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ. 06ｨ ｨｺ06ｨｦ ｨ 0405 ｨｨ ｨｹ040609ｨ ｨｪ ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0603ｨｨｨ ｨｺｨｨ, ｨ 03ｨ 02ｨｬ06ｨｦ 09 09ｨｨ002 (), 060ｨｪｨ ｨｺ06 06ｨｪ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪ ｨｨ 0708ｨｨ ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0603ｨｨｨ ｨｺｨｨ 0505ｨｬｨｬ06ｨｪｨ (2) (0ｨ ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ 05ｨｰ06ｨｰ ｨｬ02ｨｰ060 ｨｬ02ｨｰ06006ｨｬ ﾁ05). 00 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｪ060904ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 (0800). 02ｨｪ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06ｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09 08ｨ ｨｬｨｺｨ 0 009ｨｮ005ｨｰｨ 07ｨｪ06ｨｦ ｨｮ ｨｮ06ｨｴ ｨｨ0ｨ. 0ｨ ｨｬ 05ｨｰｨ k ｨｺ05ｨ 09ｨｰ ｨ ｨｬ ｨｪ ｨｮ080609ｨｪ07 09ｨｰ0806ｨｨｨｰ ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｪｨｰ ｨｰｨｨ0 ｨｺ05ｨ 09ｨｰ ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｰ0806ｨｨｨｰ0907 k 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ05ｨ 09ｨｰ ｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｰ ｨｮ080609ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｰ080602ｨｪｨｨ07 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺｨ ｨｺ05ｨ 09ｨｰ0208ｨ 08ｨ ｨｪｨｨ02 ｨｺ ｨｨｨｪｨ ｨｰ 0202ｨｪｨｰ ｨｮ070208ｨｺ05ｨ 09ｨｰ ｨｨｨｺ09ｨｨ08ｨｮ02ｨｰ0907, ｨ ｨｨ ｨｨｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ07 ｨｰ0605ｨｹｨｺ06 06ｨ ｨｲ02ｨｺｨｰ0609, ｨｪｨ ｨｴｨｨ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｬ 07060ｨｺ05ｨ 09ｨｰ ｨｰ ｨｰ ｨｰ0802ｨｰｨｹ ｨｮ080609ｨｪ07 ｨｨ0208ｨ 080ｨｨｨｨ ｨｨ ｨｰｨ ｨｺ 0ｨ , 0706ｨｺｨ ｨｪ02 ｨ ｨｮ002ｨｰ ｨｰ080602ｨｪ06 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨｲ02ｨｺｨｰ ｨｮ ﾂｨ 02, ｨｺ06000ｨ ｨｬ06ｨｴｨｪ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨ 08ｨ 09ｨｪｨ k, 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ 009ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｬ02ｨｪｨｰ0609 ｨｺ05ｨ 09ｨｰ0208ｨ 08ｨ 09ｨｪｨ O[k 3 ]. 02ｨ , ﾂｨｨ ｨｺ05ｨ 09ｨｰ ｨｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｮ- 47

148 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ﾂｨ 02 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｺ05ｨ 09ｨｰ ｨｰｨ ｨｰ: logk N N N N N 6ﾓ M = = N logk N ﾆ = i k k k k k 6ﾓ i= 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ ｨｮ- ﾂｨ 02 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｺ05ｨ 09ｨｰ ｨ 09ｨｪｨ 3 [ ] O[ k N ] N 6ﾓ O k ｨｮ ﾂｨ 02 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ k 6ﾓ ｨ 009ｨｮ0ｨｮ080609ｨｪ020906ｨｦ ｨｨ0208ｨ 080ｨｨｨｨ k = N ｨ ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ, ｨｺｨ ｨｺ ｨｨ ｨｮ ﾂｨ ｨｮｨｴ ｨ ｨｨｨｰｨｬｨ, 08ｨ 09ｨｪｨ O[N 2 ]. 020ｨｪｨ ｨｺ ｨｰ06ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｮ080609ｨｪ02ｨｦ ｨｨ0208ｨ 080ｨｨｨｨ 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｪ0609ｨｰｨｹ ｨ ｨｨｨｰｨｬｨ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ ｨｮ ﾂｨ 07 09ｨ ｨ 05ｨ ｨｪ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｰ06ｨｦ L = log k N, ｨｺ06000ｨ 09 ｨｺｨ 03006ｨｬ ｨｺ05ｨ 09ｨｰ ｨｺｨ ｨ 02ｨｰ0907 k = N /L ｨｬ02ｨｪｨｰ0609, ｨ 0302ｨｪｨｨ ｨｪ0609ｨｰｨｨ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ 09ｨｨ0 O L 66N ﾂ0209ｨｨ0ｨｪ06, ｨｬ ｨｰｨ ﾂｨｨ0905ｨ ｨｮ080609ｨｪ02ｨｦ L 05ｨｰ ｨ 0302ｨｪｨｨ02 09ｨｰ0802ｨｬｨｨｨｰ0907 ｨｺ O[N] ｨ ｨ 06ｨｰ02 ｨｰｨ ｨｺ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ07 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ (000800), 09 ｨｺ06ｨｰ060806ｨｦ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨｺ05ｨ 09ｨｰ0208ｨ (ｨｺ0806ｨｬ02 ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪ ｨｮ080609ｨｪ07) 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ ｨｪｨｰ ｨ 0208ｨｮｨｰ ｨｪｨｰ0804 ｨｺ05ｨ 09ｨｰ ｨｪ ｨｮ080609ｨｪ ﾂ0209ｨｨ0ｨｪ06, 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ ｨｪ0609ｨｰｨｹ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 09 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ 0609ｨｰｨ 02ｨｰ0907 ｨｰ06ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ ｨｰｨ ｨｪｨｪ ｨｰ06ｨｬ 08ｨ ｨｬ02ｨｰ ｨｨ ｨｪ ｨ ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ 04ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ0402 ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｨｨｬ0206ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ. 08 ｨｨｨｬ02ｨｪｨｪ06, ｨｨ0 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｪ02 0ｨ 02ｨｰ 00ｨ 08ｨ ｨｪｨｰｨｨｨｨ ｨｰ060006, ﾂｨｰ ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨ ｨｮ002ｨｰ ｨ ｨｪ02ｨｪｨ ｨｰｨ 08ｨ ｨｨｨｬ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ , ｨｺ06ｨｰ0608ｨ 07 ｨｨｨｬ0205ｨ ｨｬ0209ｨｰ06 09 ｨｬｨｪ060006ｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｹ040609ｨ ｨｰ ｨｰ ｨ 03ｨ 02ｨｰ ｨｪｨｨｨｨ ｨｪ ｨ ｨｰ0205ｨｹｨｪ ｨｺｨｰｨ, 04ｨ ｨｺ0506 ﾂｨ 06ｨｴ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｪ ｨｨ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 06ｨｺｨ ｨ 06ｨｰ ｨｬ 008ｨｮ ｨｮ0006ｨｬ. ﾁｨｰ06ｨ 04 ｨｨ04ｨ 0203ｨ ｨｰｨｹ ｨ ｨｪ ｨｺｨｰｨ 0706ｨｰ0802ｨ ｨｮ02ｨｬ ｨ ｨｪ02ｨｪｨｨ07 08ｨ ｨｨｨｬ0609ｨｰｨｨ ｨｬ02030ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ 0708ｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨｨｨ. 05ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06, ﾂｨｰ ｨｪｨｪ04ｨｦ ｨｮｨｴ02ｨｬ 08ｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 00608ｨ ｨ 06ｨｰｨ ｨｪ ｨｮ ｨｰ ｨｪｨｨ07 ｨｮｨｺｨ 04ｨ ｨｪｨｪ06ｨｬｨｮ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ ｨ ｨｪ02ｨｪｨｨ07 08ｨ ｨｨｨｬ0609ｨｰｨｨ. 0ｨ ｨｬ 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ060 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｬ ｨｬ02ｨｰ06006ｨｬ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (080002). 05ｨｮｨｰｨｹ ｨｬ02ｨｰ060ｨ ｨｰ06ｨｨｨｰ ｨｮ06ｨｴ02ｨｬ ｨｨｨｰｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 08ｨ 04ｨ ｨｨ09ｨ 02ｨｰ ｨｬｨｪ ｨｰ ｨ ｨｲ02ｨｺｨｰ ｨｬｨｪ060006ｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｪｨ ｨｪ ｨｺｨ 06ｨｴｨｨ ｨｬｨｪ ｨｰ09ｨ ｨC ｨｺ05ｨ 09ｨｰ ｨｰ0802ｨ ｨｮ02ｨｬ, ﾂｨｰ06ｨ 04 06ｨ 08ｨ 0404 ｨｺ05ｨ 09ｨｰ ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨ 0405ｨｨ 08ｨ ｨｨｨｬ04, 0708ｨｨ ﾂ02ｨｬ ｨｺｨ 03004ｨｦ ｨｺ05ｨ 09ｨｰ0208 ｨｬ0600 ｨ 04ｨｰｨｹ ｨ ｨｪｨｨ ﾂ02ｨｪ ｨｬ04ｨｬｨｨ, 06ｨ 08ｨ 04ｨｮ06ｨｴｨｨｨｬｨｨ ｨｮｨｺ05ｨｮ06 06ｨ 05ｨ 09ｨｰｨｹ. 0309ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ ｨ 06ｨｬ ｨｮ ｨｰ ｨｪｨｨ07 05ｨｰ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 06ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪ ｨｰ080602ｨｪｨｨ02 06ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪ0609ｨ, ｨｰ ｨｰｨｹ ｨｮ ﾂ02ｨｪｨｨ02 ｨｪｨ ｨ 0608ｨ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 06ｨｴｨｨ0 ｨｺｨ 030ｨｮ06 06ｨ 05ｨ 09ｨｰｨｹ ｨｬ040, ｨｨ ｨｨｨｰ0907 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 08ｨ ｨｪｨｨｨｨ 0202ｨｪｨｰ ｨｺ05ｨ 09ｨｰ ｨｪｨ ｨｺ0609ｨｰｨｨ. 06ｨｬ ｨｨ09ｨ ｨｪｨｨ ｨｬ040 ｨC 0008ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ ｨｺｨ ｨｮ080609ｨｪ07 - ｨｬ0603ｨｪ06 ｨｺ ｨｺｨｰｨｨ080609ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｮｨｬ0208ｨｪ ｨｰ08ｨ ｨｪ09ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｰｨ 09ｨｨｨｬ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ.. 02ｨｰ06ｨ 08ｨ 03ｨ 02ｨｬ 0202ｨｪｨｰ0804 x u ｨｺ05ｨ 09ｨｰ u ﾊ C ｨｪ ｨｮ080609ｨｪ ｨｺｨｰ0608ｨ y u ｨｪｨ ｨｺ0609ｨｰｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ (ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｬ02ｨｰ060ｨ 0505ｨｬｨｬ06ｨｪｨ ｨｨ05ｨｨ 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ ). 0709ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｬ 0008ｨ ｨｪｨｨ ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ = 6ﾒ ｨｺｨ ｨｺ05ｨ 09ｨｰ0208ｨ 05 uk ﾊ C v k- ｨｰ02ｨｺｨｮｨｴ ｨｮ080609ｨｪ07 k ｨｪ0702ｨｬ 07ｨｮｨｪｨｺｨｰ04 3ｨC ｨｰ0806ｨｨｨｬ 0008ｨ ｨｪｨｨ u k ｨｺ05ｨ 09ｨｰ0208ｨ C u k ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ ｨｺ05ｨ 09ｨｰ C mk, m=.. C v k- ｨｰ02ｨｺｨｮｨｴ ｨｮ080609ｨｪ07 k, ｨｨ ｨｹ04ｨｮ ｨｰ ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｺ05ｨ 09ｨｰ y m k ｨｪｨ ｨｺ0609ｨｰｨｨ ｨｪ0702ｨｬ 0008ｨ ｨｪｨｨ0204 ｨｺ05ｨ 09ｨｰ0208ｨ 0 u k 09 ｨｮ ﾂ02ｨｰ06ｨｬ 0008ｨ ｨｪｨｨ02 0 v k ｨｨｨｰ0205ｨｹ09ｨｺ ｨｺ05ｨ 09ｨｰ0208ｨ C v k ｨｮｨｴ ｨｮ080609ｨｪ07: 0 u k = 0 u k ﾈ 0 v k ｨｰ06ｨ 08ｨ 03ｨ 02ｨｬ 0202ｨｪｨｰ0804 x i k ｨｺ05ｨ 09ｨｰ i k+ ﾊ 05 u k (ｨｨ05ｨｨ ｨｺ ｨｨｨｪｨ ｨｰ04 09ｨ ｨｬｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ O i ) ｨｮ080609ｨｪ07 k ｨｺｨｰ0608ｨ y i k+ ｨｪｨ ｨｺ0609ｨｰｨｨ, ｨｮ ﾂｨｨｨｰ0409ｨ ｨ ｨｪｨｨ u k ｨｺ05ｨ 09ｨｰ0208ｨ, 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｮ06ｨｴ ｨｺｨｮ080802ｨｪｨｰｨｪ ｨｰｨｪ060302ｨｪｨｨ07: y k + i * N d d k ｦﾁ ij 6ﾓ ij ( t + ) = yi ( t) + 66 N ﾆ 66 * j= d d d ij 66 ij ﾆ j> i ij j ﾙi k + k 6ﾓ0ﾍ( y ( t ), 0 ), d * = y k+, y ij ik+ j, d ij = i, x j, k+ y j ﾊ {y l, l =.. 05 uk } ﾈ {y l, l =.. 05 u }, k+ x j ﾊ {x l, l =.. 05 uk } ﾈ {x l, l =.. 05 u }, N = 05 uk + 05 u. i u k + ( y ( t ) 6ﾓ y ( t )) ｨｨｨｬ02ｨｪ0702ｨｬ 0607ｨｨ09ｨ ｨｪｨｪｨｮ ｨC ｨｮ08ｨｮ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ﾂ0208ｨｪｨｨ0 ｨｺ05ｨ 09ｨｰ C i k ｨｺｨｮ0809ｨｨ09ｨｪ06ｨｬ ｨｺ ｨｰｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 0ｨ ｨｪ 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｨ 03ｨｰ08ｨ 00ｨ 04ｨ 0708ｨｨｨ 05ｨｨ0302ｨｪｨｨ02 ｨｨ05ｨｨ ｨｰ06 ﾂｨｺｨｨ 04ｨ 0008ｨ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｺ05ｨ 09ｨｰ0208ｨ. 08ｨｮｨｪｨｺ02ｨｨ07 0ﾍ(y, 0) v060302ｨｰ ｨ 04ｨｰｨｹ 0904ｨ 08ｨ ｨｪｨ ｨｨ ｨｨ04 ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 06ｨ ｨｴ ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨ, ｨｰ0607ｨｴ ｨｨ ｨｨｨ ｨｺｨｨ 0505ｨｬｨｬ06ｨｪｨ ｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0008ｨ ｨｪｨｨ0204 (0008ｨ 0ｨｨ02ｨｪｨｰｨｪ ｨ 09ｨｨ0506). 00 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ 009ｨ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0708ｨ 09ｨｨ05ｨ ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｨ 0ﾍ(y, 0). 0308ｨ 09ｨｨ ｨｪ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ( ) ｨC ｨｨ ﾂｨｨｨｪｨ 0ﾍ(y, 0) 0904ｨ ｨｨ08ｨ 05ｨ 09ｨｹ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ ｨｨ ｨｰ06 ﾂｨｺｨｨ 04ｨ 0008ｨ ｨｪｨｨ02ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪｨ ｨｮ06ｨｴ02ｨｬ 03ｨ ｨ 08ｨ 04 ｨｰ06 ﾂｨｺｨｨ y i ｨ 0ｨ 05 ｨｪｨ 0008ｨ ｨｪｨｨ02ｨｮ; 08ｨｮ0906 ﾂｨｪ06-05ｨｨｨｪ02ｨｦｨｪ ｨ 09ｨｨ0506 ｨｺ ｨｺ02ｨｨｨｨ ( ) ｨｨ ﾂｨｨｨｪｨ 0ﾍ(y, 0) 0904ｨ ｨｨ08ｨ 05ｨ 09ｨｹ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 06ｨ ﾂｨｨｨｰｨｹ ｨｨｨｰ070302ｨｪｨｨ0203 ｨｰ06 ﾂｨｺｨｨ y i ｨｺ 0202ｨｪｨｰ08ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨ, ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ ｨｪｨｰ08ｨ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｨ05ｨｨ 0008ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ07 i j 6ﾓ 48

149 ｨｪｨｨｨｺ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｰｨ ｨｪｨｪ ｨｰ06ｨｬ 08ｨ ｨｬ02ｨｰ060ｨ 0708ｨｨ ｨｪ ｨ ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨｨｨ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｹ04ｨｮ07 ｨｰ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ060904, ｨｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｬ 08ｨ , ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｮ06ｨｴｨｨｨｦ ｨｬ02ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0ｨ ｨｬ 05ｨｰｨ ｨｦ ｨｺ ｨｺ02ｨｨｨｨ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｨｨｰ ｨ 09 ﾂ02ｨｰ 0708ｨｨ04ｨｪｨ ｨｺ0609 ( ｨ 0608ｨ 09ｨｨ09ｨｰ02ｨｬ ｨｨ04ｨｪｨ ｨｺ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨ ). 0ｨ 09ｨｰ060806ｨｬ 05ｨｰｨ ｨｨ ｨｨｨｰ0907 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｬｨｪ060006ｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｨ04ｨｪｨ ｨｺ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｨｨｰｨｬｨ WTA, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨ ｨｨｨｬ02ｨｪ0702ｨｰ ｨｮ005ｨｰｨ 07ｨｪ04ｨｦ ｨｬ02ｨｰ060 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪｨｪ04ｨｦ 09 08ｨ , ｨｺ06ｨｰ060804ｨｦ ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｺ ｨｨｨｪｨ ｨｰ ｨ ｨｪｨｨ07 ｨｪｨ 009ｨｮｨｬ0208ｨｪ06ｨｦ ｨｺ0609ｨｰｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 (ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ) ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 05ｨｰｨｨ0 ｨｰ ｨｰｨ ｨｰ ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ0402 ｨｺ ｨｨｨｪｨ ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｪｨ 009ｨｮｨｬ0208ｨｪ06ｨｦ ｨｺ0609ｨｰｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 0ｨ 0609ｨｪ ｨｰ06ｨｦ ｨ ｨ ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨｨｨｰ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ, ｨｨｨｪｨｰ0208ｨ ｨｺｨｰｨｨ09ｨｪ06 ｨｮ0708ｨ ｨｬ04ｨｦ ｨｹ040609ｨ ｨｰ020502ｨｬ ｨｰ02ｨｦ03ｨｨｨｬｨｨ ｨ 02ｨｨ07ｨｬｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｰ ｨ 02ｨｨｨｨ ｨｬ02ｨｴ02ｨｪｨｨ , 09ｨｪｨｨ04, ｨ 0906, , ｨｬ0402 ｨｪｨ 009ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｬ02 ｨｰ060006, 0802ｨ 05ｨｨ04ｨｮ06ｨｰ ｨ 02ｨｨｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ07 ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨ 02ｨｨ07 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ07 ｨｬｨ 0903ｨｰｨ ｨ ｨ (0708ｨｨｨ 05ｨｨ0302ｨｪｨｨ02) ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｮ ｨｺ 07060ｨｬｨｪ ｨｰ09ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬｨｮ ｨｬ02ｨｪｨｹ0302ｨｬｨｮ ｨｮ080609ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨｨｦ ｨ 02ｨｨ07 ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｬｨ 0903ｨｰｨ ｨ ｨ (ｨｮ0ｨ 0502ｨｪｨｨ02) ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｮ ｨｺ 07060ｨｬｨｪ ｨｰ09ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬｨｮ ｨ 0605ｨｹ0302ｨｬｨｮ ｨｮ080609ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨｨｦ. 0308ｨｨ ｨｺ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ06 09 ｨ 0605ｨｹ03ｨｨｨｬ ｨｨ05ｨｨ ｨｬ02ｨｪｨｹ03ｨｨｨｬ ｨｮ080609ｨｪ02ｨｬ 08ｨ 0405ｨｨ ﾂｨｨｨｦ ｨｺｨ 04ｨ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｰｨ 09ｨｨｨｰ0205ｨｨ ｨｺ05ｨ 09ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｮ080609ｨｪ07 ｨｨ0208ｨ 080ｨｨｨｨ. 0306ｨｬｨｨｨｬ06 ｨｮｨｺｨ 04ｨ ｨｪｨｪ040 ｨ ｨ ｨ 02ｨｨｨｦ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｰ ｨｨｨｰｨｹ ｨ 02ｨｨ ｨ ｨｺ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｬｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｮ ｨｨ0208ｨ 080ｨｨｨｨ ｨｮ09ｨｺ060802ｨｪｨｨ ｨ 02ｨｨｨｦ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0ｨ ｨｪｨｪ ｨｺ ｨｨｨｪｨ ｨｰｨ ｨｬｨｨ ｨｮｨｬ0208ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｰ08ｨ ｨｪ09ｨｰ0902ｨｪｨｪ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪ04. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ080602ｨｪｨｨ06, ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ ｨｰ ｨｰ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ04ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬ 08ｨ ｨ 3. 05ｨ ｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｺ0605ｨｹｨｺｨｮ ｨｺ ｨｨｨｪｨ ｨｰ04 08ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｪｨ ｨｺ0609ｨｰｨｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｬ0603ｨｪ06 08ｨ 0909 ﾂｨｨｨｰｨ ｨｰｨｹ 04ｨ 08ｨ ｨｪ0202 ｨｨ ｨ ｨｪｨｨｨｰｨｹ, ｨｰ ｨ 0502ｨｬｨ, ｨ ｨｪｨｪｨ ｨｰ060ｨ 09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 0ｨ 08ｨ ｨｺｨｰ020806ｨｬ ｨ ｨｨｨｰｨｬ0609 (ｨｰ0802ｨ 0609ｨ ｨｪｨｨ02 06ｨ 08ｨ ｨｰｨｨｨｬ0609ｨｰｨｨ), 09ｨｪｨｨｨｬｨ 02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｨｨｬｨｮｨｴ0209ｨｰ0906ｨｬ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 09 ｨｪ02ｨｬ ｨｬ0603ｨｪ ｨｪ ｨｪｨｨ ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ ｨｮｨｬ0208ｨｪ06ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｨ ｨ ｨｪ02ｨｪｨｨ02 ｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ. 06ｨｰ06 06ｨｰｨｺ080409ｨ 02ｨｰ 03ｨｨ0806ｨｺｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨ06ｨｪｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 0ｨ ｨｪｨｪ040 ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0902ｨｪｨｪ06ｨｦ ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ ｨｺ ｨｺ02ｨｨｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨ ｨｲ02ｨｬｨ ｨｮ02ｨｰ ｨｰｨ ｨｺ ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｪ ｨ 02ｨｰ ｨ 0502ｨｬ 0708ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ ｨｨ05ｨｨ ｨｮ0ｨ 0502ｨｪｨｨｨｨ 020ｨｨｨｪｨｨ ﾂｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 ｨｺ ｨｺ02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ 00 08ｨ ｨｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ ｨｬ02ｨｰ , ｨｨ ｨｪｨｪ ｨ ｨｨ ｨｪｨｨｨｨ ｨｨ ｨ ｨｪｨｨ07 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ04 ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨ 04ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 08ｨｪ002ｨｺ09ｨ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 06ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬ0609 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｪ060907ｨｴｨｨ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, ｨｨ05ｨｨ09ｨｹ ｨｹ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｮ ﾂｨ 02ｨｬ ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ ｨｨｨｰｨｬｨ ｨｬｨｨ, ｨｨ 0904ｨ 0608ｨ ｨ ｨｨｨｰｨｬｨ ｨ 05ｨｹｨｪ02ｨｦ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｨ ｨｪｨｨｨｨ ｨｨ ｨ ｨｪｨｨｨｦ ｨｺｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨｨ09ｨ ｨｹ ｨｪ0609ｨｰｨｨ, ｨ 03ｨ 02ｨｬ06ｨｦ 09 09ｨｨ002: 02 q = 66 U U ﾆ j= x 6ﾓ w j ｦﾍ ( j) x j ｨC ｨｪ06ｨｦ 06ｨ 08ｨ 04, w ｦﾍ(j) ｨC 0202ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｺ05ｨ 09ｨｰ0208ｨ, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ04ｨｦ ｨｺｨ ｨｺ 0904ｨ ﾂｨｪ ｨｪ ｨｴｨｨ0 09 ｨｪ ｨ 08ｨ , U ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ ｨｺｨｰ ｨ ｨ ｨｪｨｪ06ｨｦ ｨｬｨｮ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, 0706ｨｬｨｨｨｬ ｨｰ06ｨｰ ﾂｨｨ090502ｨｪｨｨ07, ｨ ｨ ｨｮ ｨｪ ｨｨ00ｨｨｨｺ06ｨｦ 0904ｨ 08ｨ ｨｪｨｪ ｨ ｨ 06ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ ｨｪ ｨｪ0609ｨ ｨｪ06 ｨｪｨ ｨｰ060906ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 CIE L*a*b*, 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｬ ｨｨｨ 05ｨｹｨｪ06 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 09ｨｰ020702ｨｪｨｹ 08ｨ ｨ ｨ ｨｪｨｨ ｨｰ ｨ ｨｪｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪｨ 07 ｨｺｨ ｨｺ 0209ｨｺ05ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ02, ｨｰ0902ｨｰ09ｨｰ090609ｨ 05ｨ ﾂ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ07ｨｰｨｨ ｨｨ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 06ｨ ｨｺ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰｨ ｨｰ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ ｨｨ ｨ ｨｪｨｨ ｨｰｨ ｨｰ06 ﾂｨｪ04ｨｬ. 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｺ09ｨ ｨｪｨｰ0609ｨ ｨｪｨｨ07, ｨｮ ﾂｨ 02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ ｨｪ02ｨｬ ｨｮ080609ｨｪ02 ｨｨ0208ｨ 080ｨｨｨｨ ｨｺｨ ｨｨ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ040 ｨ ｨｨｨｰｨｬ ｨｨ ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ04, 09 ｨｺ06ｨｰ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｺ05ｨ 09ｨｰ ｨｪ ｨｮ080609ｨｪ07 ｨｨ0208ｨ 080ｨｨｨｨ (ｨ ｨｰｨ ｨｺ ｨ 06ｨｦ 0902ｨｰ09ｨｨ ｨｨ0208ｨ 080ｨｨｨｨ) ｨｰｨ , 50 ｨｨ 00 ｨｺ05ｨ 09ｨｰ ｨ ｨ 05ｨｨ02ｨ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｺ09ｨ ｨｪｨｰ0609ｨ ｨｪｨｨ ｨｨ ﾂ0209ｨｰ ｨｨｨｰｨｬ ｨｺ05ｨ 09ｨｰ Single link Complete link WTA 25 0,387 0,93 0,69 500,359 0,500, ,293 0,6 0, ｨｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ0609ｨｰｨｨ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨ ｨｨｨｰｨｬ WTA ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨ ｨｨｨｰｨｬ Complete Link ｨｰｨ ｨｺ ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ0609ｨｰｨｨ, 0ｨｮ003ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨC ｨｮ ｨ ｨｨｨｰｨｬｨ Single Link. 2, 49

150 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ08ｨ 0709ｨｹ ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07, 0708ｨｨ ｨｪｨｨｨｨ 0607ｨｨ09ｨ ｨｪｨｪ ｨｮ06ｨｴｨｨ0 08ｨ ｨ 0 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｮ 0904ｨ ｨｨ08ｨ ｨ ｨｨｨｰｨｬ WTA ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0602 ﾂｨｨ ｨｺ05ｨ 09ｨｰ ｨｪ ｨｮ080609ｨｪ07 (ｨ ｨｰｨ ｨｺ ｨ 06ｨｦ 0902ｨｰ09ｨｨ ｨｨ0208ｨ 080ｨｨｨｨ) ｨｰ0907 ｨｪｨ 09ｨｰ0806ｨｦｨｺ06ｨｦ ｨ ｨｨｨｰｨｬｨ. 0308ｨｨ 0904ｨ ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｮ02ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｬ0603ｨｪ0602 ﾂｨｨ ｨ ｨｲ02ｨｺｨｰ0609, ｨｮ ﾂｨ 09ｨｰ09ｨｮ06ｨｴｨｨ ｨｮｨｬ0208ｨｪ06ｨｬ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨｨｨ, ｨｰｨ ｨｺ ｨｨ ｨ 02ｨｬｨｮ ｨｮｨ ｨｨｨｪｨｮ ｨｨ0208ｨ 080ｨｨｨｨ. 0308ｨｨ ｨ 0605ｨｹ03ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨ070 05ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08ｨ 08ｨ ｨ 06ｨｰｨ ｨｬ02ｨｰ ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｬ060302ｨｰ 04ｨ ｨｪ07ｨｰｨｹ ｨｪ020708ｨｨ02ｨｬ0502ｨｬ06 ｨ 0605ｨｹ ｨｬ ｨｨ ｨｬｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｬ0603ｨｪ ｨｮ ﾂ02ｨｪｨｨ02 ｨ 0605ｨｹ03ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪ0609ｨｰｨｨ 0708ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｰ09ｨｨ02 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 00ｨｨｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｪｨｰ ｨｮ070208ｨｺ05ｨ 09ｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｪｨ ﾂ02ｨｪｨｨ ｨｮ02ｨｰ 0904ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨ04 0ｨｨｨ 07ｨ 0406ｨｪｨ 06ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｰｨｺ ｨｰｨｪｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨｨ ｨ ｨｪｨｨ07 ｨｬ02ｨｰ ｨｮｨｬ0208ｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｦ ｨｨｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｨ ｨ ｨｪｨｨ07 05ｨｨｨｪ02ｨｦｨｪ060006, ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｨ 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｨ05ｨｨ09ｨｹ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｪｨ ｨ 0608ｨ, ｨ ｨｴ ｨｺｨ 0 ｨｰ ﾂ 08ｨ 0405ｨｨ ﾂｨｪ ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｨ ｨｨ05ｨｨ09ｨｹ 0904ｨ 0608ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 02ｨ ｨｺｨ 03006ｨｦ ｨｰｨ ｨｺ06ｨｦ 0904ｨ 0608ｨｺｨｨ 0708ｨｨｨｬ02ｨｪ0705ｨｨ09ｨｹ 05ｨｨｨｪ02ｨｦｨｪ04ｨｦ, ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｦ, ｨ ｨｰｨ ｨｺ ｨｮ005ｨｰｨ 07ｨｪ04ｨｦ ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨ 0504ｨｦ 06ｨ ｨｲ02ｨｬ 0904ｨ 0608ｨｺｨｨ (00 03ｨｰ.) 06ｨ ｨｮ ｨｪ, , ｨｺ06ｨｦ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｹ06 ｨ ｨｨｨｰｨｬｨ 0505ｨｬｨｬ06ｨｪｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｹ06 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ ｨｪｨｨ ｨ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ (2). 0308ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0505ｨｬｨｬ06ｨｪｨ ｨｨ050609ｨｹ ｨ 07ｨｮ09ｨｺ0609, ｨｺｨ ｨｨ04 ｨｺ06ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨｨ 05ｨｨ0302ｨｪｨｨ ｨ ｨｨ08ｨ ｨｹ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｹ ｨｰｨ ｨｺ0302 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨ 07ｨｮ09ｨｺｨ ｨｬ. 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ 06ｨｺ ｨｬ ｨｪ0208ｨｨ080609ｨ ｨｪｨｪ04ｨｬ ｨｪｨ ｨ 0608ｨ ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 06ｨ ｨ 05ｨｨ02ｨ ｨ 09ｨｪ02ｨｪｨｨ02 05ｨｨｨｪ02ｨｦｨｪ060006, ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｨ 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ ｨｨ ﾂ0209ｨｰ0906 ｨｨｨｰ0208ｨ 02ｨｨｨｦ ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｬ02ｨｰ060ｨ 0505ｨｬｨｬ06ｨｪｨ 0,26 0,078 0, ｨｪ0202 ｨｨ04 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 0603ｨｨｨ ｨｺｨｨ ｨｬ02ｨｰ060ｨ 0505ｨｬｨｬ06ｨｪｨ 0,093 0,05 0, ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｪ02ｨｦ ｨｰ ｨ ｨｨｨｰｨｬｨ PCA 0, ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ 0,044 0,04 0, ｨｺｨ ｨｨ04 ｨｰ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0505ｨｬｨｬ06ｨｪｨ ｨｰｨ ｨｺ0302 ｨｮｨｺｨ 04ｨ ｨｪ ｨｪ0202 ｨｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 0603ｨｨｨ ｨｺｨｨ. 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ 05ｨｨ0204, 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ (2) ｨ ｨｨｨｰｨｬｨ PCA ｨｰ0907 ｨｪｨ ｨｨ0ｨｮ003ｨｨｨｬ. 020ｨｪｨ ｨｺ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨ ｨｨｨｰｨｬｨ PCA 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｨｨ 05ｨｨ0302ｨｪｨｨ07 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｮ ﾂｨｨｨｰｨｹ ｨｮ005ｨｰｨ 07ｨｪ06ｨｬ ｨｬ02ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｬｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｮ ｨｨ 00 ｨｨｨｰ0208ｨ 02ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｬ02ｨｰ060ｨ 0ｨ ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ0306ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0902 ｨｨｨｰ0208ｨ 02ｨｨｨｦ ｨｪ02ｨｬ ｨｪ ｨｰ 00609ｨｰｨｨ ﾂｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨｮ- ﾂ02ｨｪｨｪ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ ｨｮ0006ｨｦ 09ｨｰ060806ｨｪ04, 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 09 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ06ｨｬ ｨｬ02ｨｰ ｨ 04ｨｮｨｬｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ06ｨｺ (006 0) ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ﾂｨｨ0905ｨ ｨｨｨｰ0208ｨ 02ｨｨｨｦ ( ｨｺｨ ｨｪｨ ｨ ｨｬ02ｨｪｨｰ0609) ｨｬ0603ｨｪ06 006ｨ ｨｨｨｰｨｹ0907 ｨｬ02ｨｪｨｹ03ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪ0609ｨｰｨｨ, ﾂ02ｨｬ 0708ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 009ｨｮ005ｨｰｨ 07ｨｪ ｨｬ02ｨｰ060ｨ. 020ｨｪｨ ｨｺ ｨｰ06ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ06ｨｺ ｨｨ06ｨｪｨ 05ｨｹｨｪ06 08ｨ 09ｨｰ02ｨｰ ｨｨ ｨｬ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ04ｨｬ ｨｬ02ｨｰ06006ｨｬ ｨｮ06ｨｴ02ｨｦ ｨｨｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ ｨｪ06 ｨｨ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , 0607ｨｨ09ｨ ｨｪｨｪ , ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, 09 ｨｺ06ｨｰ ｨｺｨ 03004ｨｦ ｨｨ04 ｨｬ02ｨｰ ｨｨｨｬ02ｨｪ ｨｺ ｨｪｨ ｨ 0608ｨｮ ｨｨ ｨｨ 5000 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ, ｨｺｨ ｨｺ ｨｨ ｨｮｨｴ02ｨｬ 0905ｨｮ ﾂｨ 02, 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨｺ08ｨｨｨｰ0208ｨｨ02ｨｬ (2). 04ｨ ｨ 06ｨｰｨ ｨ ｨｨｨｰｨｬ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ 0609ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 05ｨ 09ｨｹ, ｨｺ06000ｨ ｨｪｨ ｨｨｨ 0605ｨｹ03ｨ 07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｺ ｨｺ02ｨｨ ｨｪｨｨ07 ｨｰ06 ﾂ02ｨｺ 04ｨ 060ｨｪｨｮ ｨｨｨｰ0208ｨ 02ｨｨ06 ｨｪ ｨ 05ｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｨ ﾂｨｨｨｪ04, 08ｨ 09ｨｪ06ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨｨｦ 0708ｨｨ ｨｪ04 09 ｨｰｨ ｨ 05. 3, ｨｰ ｨｰ060 06ｨ ｨ 05ｨｨ02ｨ 3 08ｨｪｨ 05ｨｨ04 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪｨ ｨｪｨ ｨ 0608ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ 06ｨ ｨ 05ｨｨ02ｨ 4 08ｨｪｨ 05ｨｨ04 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪｨ ｨｪｨ ｨ 0608ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｨｨ ｨｺｨｨ ｨｨｨ ｨｺｨｨ ｨｨｨ ｨｺｨｨ ｨｪ ｨｬ07 08ｨ ｨ 06ｨｰ04, 09 PCA 0,7 0, ﾁ05 0, , , , , , , , , , ｨｪ ｨｬ07 08ｨ ｨ 06ｨｰ04, 09 PCA 0,48 0, ﾁ05 0, , , , , , ,0343 0, , ,

151 ｨｪｨｨｨｺ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0604 ｨｰｨ ｨ ｨｨ 4 09ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ 0706 ｨｺｨ ﾂ0209ｨｰ09ｨｮ ｨｰ0907 ｨｬ02ｨｰ060 ﾁ05 ｨｨ ｨｬ02ｨｰ ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ, ｨｬ0603ｨｪ ｨｨｨｰｨｹ ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ06 08ｨ 09ｨｪ06ｨｬ ｨｺｨ ﾂ0209ｨｰ ｨｰ080602ｨｪｨｨ07 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 020ｨｪｨ ｨｺ06, 06 ﾂ0209ｨｨ0ｨｪ06, ｨｬ02ｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｬ02ｨｪｨｹ ｨｬ02ｨｪｨｨ, 0708ｨｨ ﾂ02ｨｬ 0904ｨｨ ｨｬ02ｨｪｨｨ 08ｨ 09ｨｰ02ｨｰ ｨｰ06ｨｬ 08ｨ 04ｨｬ ｨｺ ｨｺ02ｨｨｨｨ. 02ｨｰｨｬ02ｨｰｨｨｨｬ ｨｰｨ ｨｺ0302, ﾂｨｰ06 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｬ ｨｨｨｬｨｮｨｴ0209ｨｰ0906ｨｬ ｨｬ02ｨｰ ｨｮ ｨｰ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｬｨ 0504ｨｦ 08ｨ 04ｨｬ0208 ｨｰ0802ｨ ｨｮ02ｨｬ06ｨｦ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ. 0308ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨｬ02ｨｰ ｨｰ06ｨｦ 0008ｨｮ ｨｰ0802ｨ ｨｮ02ｨｰ ｨ ｨｪ02ｨｪｨｨ02 05ｨｨ03ｨｹ k*k/2 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ. 07 ﾂｨｨｨｰ0409ｨ 07 ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨ ｨｺｨｰ060804, ｨｬ0603ｨｪ ｨｺ06ｨｬ02ｨｪ00609ｨ ｨｰｨｹ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ ｨｺ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰ , ｨｴｨｨ ｨ ｨｪｨｨｨｰｨｹ 08ｨ ｨｨｨｬ0609ｨｰｨｹ ｨｬ02030ｨｮ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｬｨｨ, ｨｨｨｬ0206ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ0609ｨｰｨｨ, 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｰ ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ0 ｨｪｨ 20-40% ｨｬ02ｨｪｨｪ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 05ｨｰｨｨ0 ｨｬ02ｨｰ ｨｰ ｨｨ02ｨｬ0502ｨｬ04ｨｬｨｨ ｨｰ06ｨｬｨｮ 09 ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ ｨ ｨｪ02ｨｪｨｨ07 08ｨ ｨｨｨｬ0609ｨｰｨｨ ｨｺ05ｨ 09ｨｰ ｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｬｨｨ, ｨｮ02ｨｰ 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｰｨｹ0907 ｨｪｨ ｨｬ02ｨｰ ｨｨ04ｨｮｨ 05ｨｹｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 05ｨｰｨｨ0 009ｨｮ0 ｨｬ02ｨｰ ｨｰ ｨｨｨｰｨｹ ｨｺｨ ｨｺ ｨ ﾂｨｰｨｨｨｰ0205ｨｹｨｪ04ｨｦ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｨ09060ｨｨｨｰ ｨｮ ﾂｨ 0209 ｨｺ ｨｰ06 ﾂ02ｨｪｨｨ06 06ｨ 08ｨ ｨｪｨ 0008ｨ ｨｪｨｨ02ｨ 0 ｨｺ05ｨ 09ｨｰ ｨｨｨｬ ｨ ｨ 06ｨｰ04 ｨｬ02ｨｰ ｨｨ ｨｪｨ ｨ 0608ｨ ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0706ｨｺｨ 04ｨ ｨｪ ｨｪｨ 08ｨｨ09ｨｮｨｪｨｺ ｨ ｨｨ09ｨｰ02ｨｬ ｨｨ04ｨｪｨ ｨｺ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0904ｨ ｨｨ09ｨｰ02ｨｬ04 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｨ04ｨｪｨ ｨｺ ｨｰ ｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ, ｨｪｨｨ02 ｨｺ06ｨｰ060806ｨｦ 0906 ｨｬｨｪ060006ｨｬ ｨｰ ｨｨ ﾂｨｪ04ｨｬ ｨｰ06ｨｬ ｨｨ ﾂｨｰ02ｨｪｨｨ07ｨｬｨｨ 08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 09 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 04ｨ 0ｨ ﾂｨ 0706ｨｨ09ｨｺｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ ｨｪｨ 05ｨｨ03ｨｹ ｨｮ04ｨｺ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ. 0308ｨｨ ｨｰ080602ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ 0706ｨｨ09ｨｺｨ 06ｨ ｨｴ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｰ02ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 09ｨｺ0506ｨｪｨｪ0609ｨｰｨｹ ｨｺ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ040 09ｨｨ09ｨｰ02ｨｬ 0708ｨｨ04ｨｪｨ ｨｺ0609, ｨｰ080602ｨｪｨｪ040 ｨｪｨ 0609ｨｪ ｨｰ , ｨｰ02ｨｺ09ｨｰｨｮ08ｨｪ ｨｨ04ｨｪｨ ｨｺ0609, 0708ｨｨ04ｨｪｨ ｨｺ ｨｬ04 ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0902ｨｪｨｪ040 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨｬ02030ｨｮ 06ｨ 05ｨ 09ｨｰ07ｨｬｨｨ [4]. 0308ｨｨ ｨｪｨｨｨｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 060ｨｪｨｨｨｬ ｨｨ04 09ｨ 03ｨｪ02ｨｦ03ｨｨ0 00ｨ ｨｺｨｰ , 0905ｨｨ0706ｨｴｨｨ0 ｨｪｨ 0904ｨ ｨｨ09ｨｰ02ｨｬ ｨｨ04ｨｪｨ ｨｺ0609, ｨｰ ｨｪ07ｨｰｨｪ0609ｨｰｨｹ ｨｹ040609ｨ ｨｰ ｨｬｨｨ08ｨｮ02ｨｬ ｨｺｨ 08ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 02ｨ ｨｹｨｪ06 ｨｨ0406ｨｴ0802ｨｪｨｪｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ0907 ｨｪ ｨｺｨｰｨｨ09ｨｪ06ｨｦ, ｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ 09ｨｨ09ｨｰ02ｨｬ04 ｨｪ ｨｪｨｨｨｬｨ 02ｨｰ, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 08ｨ ｨｰ0907 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 05ｨｺ08ｨ ｨｪ02, ｨｨ05ｨｨ 0706 ｨｺｨ ｨｺｨｨｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ ｨｬｨｨ08ｨｮ06ｨｰ0907 ｨｺ05ｨ 09ｨｰ ｨｨ ﾂｨｨｨｪ06ｨｦ ｨｰｨ ｨｺ ｨｺｨｰｨ 09 ｨ 0605ｨｹ0306ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0902 ｨｬｨ 0506ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ [2] ｨｨ09ｨｰ02ｨｬｨ ｨｨ09ｨｺｨ ｨｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｰ ｨｨ04ｨｪｨ ｨｺｨｨ 0708ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｮ ﾂｨ 02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨ ｨｪ04 ｨｨ ｨ 09ｨｮ06ｨｰ ｨｨ0ｨ ｨｪｨｨ07ｨｬｨｨ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｰ06ｨｬｨｮ 09 ｨｪｨ 09ｨｰ0607ｨｴ02ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ 0802ｨｺ06ｨｬ02ｨｪ00609ｨ 0903ｨｨ ｨ 07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨｰ0609, 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｰ ｨｺ05ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬｨｨ. 0308ｨｨ ｨｰ080602ｨｪｨｨｨｨ ｨｰ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨ ｨｨ ｨｹ040609ｨ ｨｪ ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ0906 CIE L*a*b*. 0209ｨｪ0609ｨｪ04ｨｬ ｨｨｨｬｨｮｨｴ0209ｨｰ0906ｨｬ 0ｨ ｨｪｨｪ ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｰ0907 ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ06 08ｨ ｨ ｨ ｨｪｨｨ ｨｰ0609 (08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ0602 ｨｺｨ ｨｺ 0309ｨｺ05ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｰｨ ｨｬｨｨ) ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ﾂ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ07ｨｰｨｨ ｨ ｨ 06ｨｰ02 ｨｰｨ ｨｺ ｨｨ05ｨｨ09ｨｹ ｨｨ ｨ ｨｪｨｨ ｨｮ06ｨｴｨｨ0 09ｨｨ09ｨｰ02ｨｬ 0708ｨｨ04ｨｪｨ ｨｺ0609: ｨC ｨｺｨｰ08ｨ 05ｨｹｨｪ ｨｨ04ｨｪｨ ｨｺｨｨ, ｨｬｨｨ08ｨｮ02ｨｬ0402 ｨｺｨ ｨｺ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｪｨｨ04ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ 009ｨｮｨｬ0208ｨｪ ｨｺｨｰ08ｨ 08ｨｮ08ｨｹ02; ｨC 06ｨｰ09 ﾂ02ｨｰ ｨｺ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0708ｨｨ ｨｪｨｪ040 ｨｺ ｨｬｨ 0504ｨｬ 08ｨ 04ｨｬ0208ｨ ｨｬ; ｨC ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ06ｨｬ02ｨｪｨｰｨｪ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ, 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｬ ｨｰ00205ｨｹｨｪ ｨｰ060904ｨｬ ｨｺ0609ｨｰ07ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ RGB; ｨC ｨｰ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ ｨｰ00205ｨｹｨｪ ｨ 05ｨ 09ｨｰ07ｨｬ ｨｪ ｨ ｨｪｨ ｨｨ 0006ｨｪｨ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ ｨｺ0609ｨｰｨｹ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｨ ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬ 0708ｨｨ04ｨｪｨ ｨｺ0609 0ｨｮ ｨｰ0902 ﾂｨ 06ｨｰ ｨｺ08ｨｨｨｰ0208ｨｨ06 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｨ07ｨｰｨｨ07, ﾂ02ｨｬ ｨｰ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 CIE L*a*b*. (ｨ ) (ｨ ) 0308ｨｨｨｬ ｨ ｨ 06ｨｰ04 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ040 ｨｬ02ｨｰ (ｨ - ｨｬ02ｨｰ , ｨ ｨC ｨｬ02ｨｰ ) 5

152 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨ 06ｨｰ02 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨｬ02ｨｰ060 ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 0706 ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｨｨｰ ｨｪｨｪ04ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｬ02ｨｰ060 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ090060ｨｪ ｨｨ09ｨ ｨｪｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 009ｨｮｨｬ0208ｨｪｨｮ ｨｺ0609ｨｰｨｹ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ. 04ｨ ｨ 06ｨｰｨ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 0609ｨｪ0609ｨ ｨｪｨ ｨｪｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ07 ｨｺ ｨｺ02ｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｨ ｨｬ02ｨｰ060ｨ 09ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｬ02ｨｪｨｰ0609 ｨｨ0208ｨ 080ｨｨｨｨ ｨｪｨ ｨｺ0609ｨｰｨｨ ｨｪ04 ｨｨ 0802ｨ 05ｨｨ040609ｨ ｨｪ04 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ0402 ｨｨ ｨ ｨｪｨｨ ｨｪｨｪ040 ｨｬ02ｨｰ , 0ｨ ｨｪ ｨ 09ｨｪ02ｨｪｨｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｮ- ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨ ｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｮ ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ ｨｨ ｨｪｨｪ040 ｨｬ02ｨｰ ｨｪｨｨ0302ｨｪｨｨ07 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ, ｨｴｨｨ ｨｰｨ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨ 03ｨ 02ｨｰ ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ ( 04ｨ ｨｺｨｮ 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨｨ ｨｰｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] ｨｪｨｨｨｺ ｨｦ ｨｰ ｨ ｨｨｨｰｨｬ04 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 06ｨｰ09 ﾂ02ｨｰ ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨｰｨｨ09ｨｪ0402 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ 09 ｨｪｨ ｨｮ ﾂｨｪ040 ｨｨ ｨ ｨｪｨｨ070, ｨｺｨｰｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨ 06ｨ ｨｮ ﾂ02ｨｪｨｨｨｨ ( ) // ｨｪｨ ｨｮ ﾂ.-ｨｰ020ｨｪ. ｨｺ06ｨｪ ｨｬ02030ｨｮｨｪｨ 08. ｨｮ ﾂｨ 09ｨｰｨｨ02ｨｬ ｨC 05ｨ ｨｬｨ 08ｨ, ｨC 05. 8ｨC23. [2] ｨｺｨｨｨｦ ｨｦ0806ｨｪｨｪ ｨｰｨｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. ｨC 00.: 08ｨｨｨｪｨ ｨｪ0904 ｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ, [3] 08ｨｮｨｺｨｮｨｪｨ 00ｨ ｨｪｨｨ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ06 ｨｰ020608ｨｨ06 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 06ｨ 08ｨ ｨC 00.: 0ｨ ｨｮｨｺｨ, 979. ｨC [4] Castelli V., Bergman L. D. Image Databases: Search and Retrieval of Digital Imagery [5] Chalmers M. 00A Linear Iteration Time Layout Algorithm for Visualising HighｨCDimensional Data03, Proc. IEEE Visualization ｯ96, San Francisco ｨC32 (996). [6] Chen J.-Y., Bouman C. A., Dalton J. C. Similarity Pyramids For Browsing And Organization Of Large Image Databases. In Human Vision and Electronic Imaging III, Vol of Proceedings of SPIE ｨC575, 998. [7] Chen F., Gargi U., Niles L., Schutze H. Multi-modal browsing of images in web documents // Document Recognition and Retrieval VI. Vol. 365 of Proceedings of SPIE ｨC33, 999. [8] Eakins J. P., Graham M. E. Content-based Image Retrieval. A Report to the JISC Technology Applications Programme. Institute for Data Resaerch, University of Nothumbria at Newcastle, 999. [9] Everton S. F. A Guide For The Visually Perplexed: Visually Representing Social Networks. Stanford University. Jan [0] Fruchterman T., Reingold E. Graph Drawing by Force- Directed Replacement. Software-Practice and Experience 2: 29ｨC64, 99. [] Hiroike A., Musha Y., Sugimoto A., Mori Y. Visualization of information spaces to retrieve and browse image data. In Proceedings of the Third International Conference on Visual Information and Information Systems (VISUAL ｯ99), volume 64 of Lecture Notes in Computer Science, ｨC 62. Springer, 999. [2] Kamada T., Kawai S. An Algorithm for Drawing General Undirected Graphs. Information Processing Letters 3: 7ｨC 5, 989. [3] Barnard K., Duygulu P., Forsyth D. Clustering Art. [4] Koskela M., Laaksonen J., Laakso S., Oja E. The PicSOM retrieval system: Description and evaluations. In The Challenge of Image Retrieval. Electronic Workshops in Computing, [5] Marks J., Andalman B., Beardsley P. A., Freeman W. et al. Design Galleries: A general approach to setting parameters for computer graphics and animation. In Proceedings of SIGGRAPH ｯ ｨC400. ACM, 997. [6] Pe09cenovic Z., Do M., Vetterli M., Pu P. Integrated browsing and searching of large image collections // Proceedings of the Fourth International Conference on Advances in Visual Information Systems (VISUAL 2000). Vol. 929 of Lecture Notes in Computer Science ｨC289. Springer, [7] Platt J. C., Czerwinski M., Field B. A. PhotoTOC: Automatic Clustering for Browsing Personal Photographs. Technical Report. Microsoft Research. February [8] Platt J. C. AutoAlbum: Clustering Digital Photographs using Probabilistic Model Merging. Proc. IEEE Workshop on Content-Based Access of Image and Video Libraries ｨC00, [9] Rodden K. Evaluating Similarity-Based Visualisations As Interfaces For Image Browsing. Technical Report. University of Cambridge Computer Laboratory, [20] Rodden K., Basalaj W., Sinclair D., Wood K. Evaluating A Visualisation Of Image Similarity As A Tool For Image Browsing // Proceedings of the IEEE Symposium on Information Visualization (InfoVis ｯ99). IEEE, 999. [2] Rodden K., Basalaj W., Sinclair D., Wood K. A comparison of measures for visualising image similarity // The Challenge of Image Retrieval. British Computer Society Electronic Workshops in Computing, [22] Rose T., Elworthy D., Kotcheff A., Clare A., Tsonis P. ANVIL: a system for the retrieval of captioned images using NLP techniques // The Challenge of Image Retrieval. Electronic Workshops in Computing, [23] Rubner Y., Tomasi C., Guibas L. J. Adaptive color-image embeddings for database navigation // Proceedings of the Asian Conference on Computer Vision ｨC. IEEE, 998. [24] Santini S., Jain R. Integrated browsing and querying for image databases. IEEE Multimedia, 7(3): 26ｨC39, [25] Van Rijsbergen C. J. Information Retrieval. L., 979. [26] Vendrig J., Worring M., Smeulders A. W. M. Filter image browsing: Exploiting interaction in image retrieval // Proceedings of the Third International Conference on Visual Information and Information Systems (VISUAL ｯ99), volume 64 of Lecture Notes in Computer Science, ｨC54. Springer, 999. Digital image collection navigation based on automatic classification methods E. V. Myasnikov The method for digital images collection navigation is proposed in this work. The central question of image navigation system construction is to build the projection of the collection into the two-dimensional space of navigation. The kernel of the method proposed is to build the projection in two steps. At the first step the hierarchical system of clusters is constructed. At the second step the initial space of image descriptions is projected into two-dimensional navigation space. This projection is constructed using the information about inter-image relationships and restrictions imposed by cluster hierarchy. A survey of methods used for navigation system construction is given. The requirements to the method are considered. The results of experimental analysis are present. The proposed method is compared to known methods. The results of this work allow to draw a conclusion of ability to successfully apply the method developed. 52

153 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｨｨｺｨｺ06ｨｪ02ｨｪ ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ 0006ｨｪ0 ｨｪｨ ｨｮ ﾂｨｪ06-ｨｰ020ｨｪｨｨ ﾂ0209ｨｺ ｨ 0409ｨｨｨｰｨｨ07 05ｨ ｨｪｨｺｨｰ-0302ｨｰ0208ｨ ｨｮ0800ｨ ( ) 08ｨｪｨｪ06ｨｰｨ 02ｨｨ07 08ｨｪｨ 05ｨｨ04 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬ02ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, 07ｨｮｨ 05ｨｨｨｺｨｮ02ｨｬ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, 0706ｨｺｨ 04ｨ 05, ﾂｨｰ06 09 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨ 0502ｨｬｨ ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ 02ｨｰ ｨｮｨｰ02ｨｬ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ07 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪｨ 0008ｨｮ070704, 0607ｨｨ090409ｨ 06ｨｴｨｨ02 060ｨｪ ｨ 04ｨｰｨｨ02, ｨｨ ｨｰｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨｮ ﾂ ｨ ｨｴ02ｨｪｨｨ ｨｮ ｨｰｨ ｨｰ06ｨｺ ｨｰｨ ｨｺ ｨ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪ ｨｮ ﾂｨ 02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｺ06ｨｰ0608ｨ ｨｨｨｰ ｨｰｨ 05ｨｹｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｮ ｨｨ ｨｪ ｨｨｨｰ 09 05ｨｮ ﾂ ｨ ｨｴ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ060 ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ07 ｨｪ ｨｰｨｪ ｨｰ ｨｪ0609ｨ ｨｪ ｨｪｨ ｨ 08ｨｪ06ｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ 0008ｨｮ070704, ｨｪｨｨ06 ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｬ02030ｨｮ ﾂｨ 09ｨｰ07ｨｬｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨ06 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｮ ﾂ02ｨｪｨｪ040 0ｨ ｨｪｨｪ040 ｨｬｨ ｨｰ08ｨｨ ｨｮ ﾂ02ｨｪｨｪｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｰ ｨｰｨｹ ｨｨ ｨｮ ｨ ｨｴ02ｨｪｨｨｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰ04 09 ｨｪ ｨｰ ｨｴ02ｨｦ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｨ ｨｬｨｨ080609ｨ ｨｰｨｹ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ ｨｰｨｨ080609ｨ ｨｪｨｨ02 0ｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 0ｨ 0506 ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ, ｨｺ06ｨｰ060804ｨｦ, ｨｬ, ｨ ｨｨ0ｨ 02ｨｬ04ｨｬ ｨｪ ｨ 0502ｨｬ, ｨｪｨｨ02 ｨｺ06ｨｰ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ, 0609ｨｪ0609ｨｪ0402 ｨｨ04 ｨｺ06ｨｰ ｨｪ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ﾂｨ 09ｨｰ02ｨｦ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ07 ｨｨ ｨｪ0204ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ0609ｨｰｨｹ ｨｬ040905ｨｨ 09 06ｨｰ00205ｨｹｨｪ040 ﾂｨ 09ｨｰ ｨｪｨｨ02 00 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｪｨ 0904ｨｴ02ｨｪ ｨｰ02ｨｺ09ｨｰ060906ｨｦ ｨｪ ｨｰｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ. 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬｨｪ ｨｰ ｨｨ090609, ｨｰｨ ｨｴｨｨ ｨｹ040609ｨ ｨｰ020507ｨｬ 0ｨｨｨｪｨ ｨｬｨｨ- ﾂ0209ｨｺｨｨ 06ｨ ｨｪ ｨｬ ｨｺｨｨ ｨｪ ｨｰ02ｨｦ ｨｪｨｨ ｨｨ05ｨ 09ｨｹ ｨ 0502ｨｬｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ07 ｨｪ ｨｰｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ 00ｨ 02ｨｬ06ｨｦ 08ｨ 04ｨｪ04ｨｬｨｨ ｨｨ09ｨ ｨｬｨｨ. 06ｨ ｨｺｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｪｨｨｨｺｨ 02ｨｰ 0706ｨｰ06ｨｬｨｮ, ﾂｨｰ06 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｪ ｨｰｨｪ ｨｨ ｨC ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ04, ｨｰ ｨｰｨｹ 06ｨｪｨｨ ｨｪ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 06ｨｰ ｨｪ06ｨｦ ｨｮ04ｨｺ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ06ｨｦ, ｨ 0704ｨｰｨ 06ｨｰ ｨ ｨｰｨｨｨｰｨｹ ｨｺｨ ｨｺ ｨｬ0603ｨｪ06 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 04ｨｰｨｨｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ 05ｨｨ03ｨｹ ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ ｨｮｨ 05ｨｨｨｺｨｮ02ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｰｨｮ06 ｨｪ ｨｰ0902ｨｪｨｪ06 ｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｰｨ 05ｨｹｨｪ ｨｨ ｨｮｨ 05ｨｨｨｺｨｮ06ｨｰ 09ｨｰｨ ｨｰｨｹｨｨ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｰ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｺ06ｨｰ0608ｨ 07 ｨｮ ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｪｨ 05ｨｰ06ｨｦ ｨｪ02ｨ 0605ｨｹ0306ｨｦ 0008ｨｮ070706ｨｦ. 002ｨｬｨ ｨ 03ｨｪｨｮ ｨｹ ｨｨ090302ｨｦ ｨｨｨｰｨｮｨ 02ｨｨｨｨ ｨｨ0008ｨ 02ｨｰ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｪ02ｨｰ ﾂ02ｨｰｨｺ06ｨｦ 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬ02ｨｪｨｨ 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｪ ｨｰ02ｨｦ, ｨｺｨ ｨｺ ﾂｨ ｨｰｨｪ ｨｰｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 07ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｰｨｹ 0908ｨ 04ｨｮ, ｨｺｨ ｨｺ ｨｰ0605ｨｹｨｺ06 06ｨｪｨｨ ｨｰ ｨｰ06ｨｬｨｮ ｨｬ07 ｨｪｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｪ ｨｰ02ｨｦ ｨｨ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｨ02 ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ040 09ｨｰｨ ｨｰ02ｨｦ 09ｨｨ05ｨｹｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪ06, ﾂｨｰ ｨｪｨｮ030ｨ 02ｨｰ ｨｺ ｨｪ002ｨｪｨｰ ｨｺｨｰ0806ｨｪｨｪ040 ｨｪ ｨｰｨｪ ｨｨ ｨｮｨ 05ｨｨｨｺ0609ｨ ｨｰｨｹ ｨｪｨ ｨｦ002ｨｪｨｪｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 09 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬｨｨ. 05ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｰｨ ｨｺ0302 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｨ090609, ｨｺ06ｨｰ ｨｰ0605ｨｹｨｺ06 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 ｨｨ04 008ｨｮ00ｨｨ0 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｺｨ 07 09ｨｨｨｰｨｮｨ 02ｨｨ07 09ｨｰｨ 09ｨｨｨｰ ｨｹ040609ｨ ｨｰ020502ｨｦ ｨ ｨｬ: 6ｦ 00ｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨC ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 09ｨ 03ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 ｨ ｨｮ002ｨｰ ｨｮｨｴ02ｨｪｨ. 6ｦ ｨｨｨｰｨｹ 04ｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｨ04 ｨ 0605ｨｹ ﾂｨｨ0905ｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨC ｨｪ ｨｨ 05ｨｰ06ｨｬ 0708ｨｨ002ｨｰ0907 ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ ｨｮ ﾂｨ ｨｰｨｹ 060ｨｪｨｮ ｨｨ ｨｰｨｮ 0302 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｪｨｨ02ｨｬ ｨ 0605ｨｹ ﾂｨｨ0905ｨ 0902ｨｰ ｨｪ0209ｨｪｨｨｨｺ0609 (ｨ ), ｨｬｨｪ0600ｨｨ02 ｨｨ04 ｨｺ06ｨｰ ｨｰ ｨｪ060202ｨｪｨｪ04ｨｬｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ｨｬｨｨ ｨｪ ｨｰ02ｨｦ, 0706ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ ｨｨ09ｨ 0, ｨ ｨｪ040 06ｨ ｨｲ020ｨｨｨｪ07ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪ ｨｰｨｪ ｨｰ06ｨｺ ｨｨｨｪ, 09 ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ02ｨｬ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨ. 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｬ02ｨｰ06004 ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｨ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ ｨ ｨｪｨｨ ﾂ02ｨｪ06 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨ 0802ｨｬ ｨｨ ﾂｨ 09ｨｰｨｨ ﾂｨｪ04ｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨ ｨｪｨ 05ｨｨ0406ｨｬ. 02ｨ 05ｨｹｨｪ02ｨｦ ｨ 0409ｨｨｨｰｨｨ02 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｬ ｨｪ ｨｪｨｪ ｨ 0502ｨｬ [, 2, 3]: 6ｦ 0ｨ 05ｨｨ ﾂｨｨ02 06ｨｬ06ｨｪｨｨｨｬｨｨｨｨ, 04ｨ ｨｰ08ｨｮ0ｨｪ0706ｨｴ02ｨｦ ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04. 6ｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ , ｨｰ0802ｨ ｨｮ06ｨｴｨｨ0 05ｨｺ090706ｨｪ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｬ02ｨｪｨｨ. 6ｦ 02ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｪ060202ｨｪｨｪ ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ (0706 ｨｺ08ｨ ｨｦｨｪ02ｨｦ ｨｬ020802, 08ｨｮ0909ｨｺ ｨｺｨ ), ﾂｨｰ06 04ｨ ｨｰ08ｨｮ0ｨｪ0702ｨｰ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬ02ｨｰ060ｨ ｨｬ ｨｬ0603ｨｪ06 06ｨｰｨｪ0209ｨｰｨｨ ｨｮ06ｨｴｨｨ02: 6ｦ ﾂ02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨ 0ｨ 06ｨｴｨｨ , 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｬ ｨｨｨｨ ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｪｨ - ﾂｨｨｨｬ0609ｨｰｨｨ. 6ｦ ｨｪｨｨ02 09 ｨｰ02ｨｺ09ｨｰｨ 0 06ｨ ｨｴｨｨ0 ｨｰ0208ｨｬｨｨｨｪ0609, ﾂｨｺｨｨ ｨｺ06ｨｰ ｨ 08ｨ 04ｨｮ06ｨｰ ｨｪ ｨｨ00ｨｪｨ ｨｰｨｮ ｨ ｨｴ02ｨｪｨｨ07. 6ｦ 0004 ﾂｨｨ090502ｨｪｨｨ02 ｨｺ06ｨｪｨｰ080605ｨｹｨｪ040 09ｨｮｨｬｨｬ (0003ｨｨｨｪ ) ｨｰ02ｨｺ09ｨｰｨ ｨｨ05ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ ｨｪｨ ｨ 0608ｨ , 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨ ｨｴ02ｨｪｨｨ02 [4]. 6ｦ ｨｪｨｨ02 09ｨｰ020702ｨｪｨｨ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ 0902ｨｺｨｰ0608ｨ ｨｬｨｨ ｨｰ02ｨｺ09ｨｰ0609 [5]. 6ｦ 002ｨｦ ｨｰ ｨｬ02ｨｰ06004 [6]. 05ｨ ｨｬ0402 ｨｬｨｪ ｨ 02ｨｴｨ 06ｨｴｨｨ02 ｨｬ02ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨC 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ ｨ ｨｺ 0706ｨｺｨ ｨ 02ｨｰ 0708ｨ ｨｺｨｰｨｨｨｺｨ, 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨ ｨｨｨｰｨｬ04 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ02ｨｺ09ｨｰ0609, ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ02 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ- ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004, 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪｨ ｨｬｨｪ ｨｺｨｰｨｨ09ｨｪ0202 ｨｬ02ｨｰ ｨ ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨｴ02ｨｦ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｺｨｰ ｨｰｨ ｨｪｨ 04ｨ 0ｨ ﾂｨ ｨC 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｨ 0802ｨ 05ｨｨ040609ｨ ｨｰｨｹ ｨｬ02ｨｰ ｨｪｨｨ07 ｨｨ ｨｮ ｨ ｨｴ02ｨｪｨｨｨｦ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 060ｨｪ06ｨｬｨｮ 0906ｨ 04ｨｰｨｨ06, ｨｪ ｨｰ ｨｴ02ｨｦ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 53

154 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ ｨ ｨｨｨｰｨｬ ｨｪｨｨ ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｮ ｨｮｨｪｨｺ02ｨｨ07ｨｬ, ｨｺ06ｨｰ ｨｪｨｨ ｨｪ0706ｨｰ ｨｦ 0008ｨｮ ｨｬ0603ｨｪ06 06ｨｰｨｪ0209ｨｰｨｨ ｨ, ｨｬ06ｨｴｨｹ06 ｨｺ06ｨｰ ｨｨ090409ｨ 06ｨｰ 0609ｨｪ0609ｨｪ ｨｪ07ｨｰｨｨ07, 0906ｨ 04ｨｰｨｨ07, ｨｬ02ｨｰ04, 0802 ﾂｨｹ 06 ｨｺ06ｨｰ ｨｨ002ｨｰ 09 ｨｰ02ｨｺ09ｨｰ ｨｰ060806ｨｦ 0008ｨｮ ｨｰｨｪ060907ｨｰ ｨ, ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ ｨｪｨｨ ｨｪ0609ｨｪ ｨｪ07ｨｰｨｨｨｦ ｨｪｨｮ ｨｨ ﾂ0209ｨｺｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨ 05ｨｰ06ｨｦ 0008ｨｮ ｨｪ ｨｨ 0902ｨｬｨ ｨｪｨｰｨｨ- ﾂ0209ｨｺ06ｨｬ ｨ ｨｪｨ 05ｨｨ0402, 060ｨｪｨ ｨｺ ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｰ02ｨｺ09ｨｰｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 05ｨｰｨｨ ｨｬ060302ｨｰ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ0907 ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ0802ｨｰｨｹ ｨｮ0707ｨｮ ｨｰ ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ ｨ, ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨ0ｨ ｨｪｨｨ07 05ｨｬ0602ｨｨ06ｨｪｨ 05ｨｹｨｪ06ｨｦ 06ｨｺ08ｨ 09ｨｺｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨ 05ｨｰ06ｨｦ 0008ｨｮ ｨｪ0209ｨｮｨｰ ｨｪ02ｨ 0605ｨｹ03ｨｮ06 09ｨｬ ｨｮ06 ｨｪｨ 0008ｨｮ04ｨｺｨｮ, ｨｨ ｨｨ0 ｨｪｨ ｨ ｨｨ05ｨｹｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 09ｨｰｨｨ0507 ｨｰ02ｨｺ09ｨｰｨ. 07 ﾂｨｨｨｰ0409ｨ ｨｪ0703ｨｪｨｨｨｦ ｨｮ ｨｪｨｹ 08ｨ 0409ｨｨｨｰｨｨ07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ ｨｨ ｨｰ08ｨｮ0ｨｪ0609ｨｰｨｨ, ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪｨｨ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｮ ﾂ02ｨｪｨｨ ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0902ｨｰｨｨ, 06ｨｰ08ｨ 03ｨ 06ｨｴｨｨｨｦ 09ｨｬ ｨｰ02ｨｺ09ｨｰｨ, ｨｰ ｨ ｨｰ08ｨｮ0ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｰ06ｨｬｨｮ ｨｪｨｨ07 09ｨｬ ｨｰ0802ｨｰｨ ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｰ04ｨｬ ｨｨ ｨｺ ｨ 05ｨｨ04ｨｮ02ｨｬ04ｨｬ ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨｬ02ｨｰ060, 09ｨｮｨｰｨｹ ｨｺ06ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ｨｬ ｨ ｨｬ ｨｰ02ｨｺ09ｨｰｨ ｨｰｨ ｨｰ ｨｪｨ ｨｨ ｨｨ09ｨ ｨｪｨｪ ｨｮ0707, ｨｨ ｨ 05ｨｹｨｪ02ｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨ 0208ｨｮｨｰ ｨ, 06ｨｰｨｪ060907ｨｴｨｨ ｨｺ ｨｦ 0008ｨｮ ｨｰ06ｨ 08ｨ ｨｪｨｪ ｨ 0906ｨ ｨｨ08ｨ 06ｨｰ ｨｺｨｮ ｨｨ ｨ ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02 (08ｨｨ09. ) ｨｰｨ ｨｪｨｨ ｨｰ06ｨｦ ｨｨ05ｨｨ ｨｨｨｪ06ｨｦ 0008ｨｮ070706ｨｦ ｨｬ ｨｮ0909ｨｺｨｨｨｦ ｨｺ ｨｰ ｨ 0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｬ040905ｨ 06ｨ ｨｲ020ｨｨｨｪ07ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｪｨｨｨｦ ｨｪ ﾂｨｨｨｪ02ｨｪｨｪ0402 ｨｨ ｨｪ ﾂｨｨｨｪ02ｨｪｨｪ0402, ｨ ｨｰｨ ｨｺ ｨ 04ｨ ｨｨ09ｨ ｨｰｨｹ ｨｪ ｨｪｨｨ07 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰ ｨ 08ｨｪ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｰ02ｨｺ09ｨｰ ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨ 08ｨｪ ｨ 09ｨｪ02ｨｪｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨ ｨｮ ｨｨ09ｨ 02ｨｰ0907 ｨｰ02ｨｬ 00ｨ ｨｺｨｰ06ｨｬ, ﾂｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｰ060804ｨｬ ｨｨ 09ｨｰ ｨｰ0802ｨｰｨｹｨｨｨｬ ｨｰ08ｨｮ0ｨｪ ｨｺｨ 04ｨ ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｰ02ｨｺ09ｨｰｨ 09 ｨｰ0802ｨｰｨｹｨｨｨｬ. 0308ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ 060ｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｰｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｰ02ｨｺ09ｨｰ ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪｨｮ ｨｬｨｮ ｨｬ06ｨｴｨｹ06 ｨｬ ｨｨ- ﾂ0209ｨｺ ｨ ｨ ｨｺ ｨｺｨ ｨｺ ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ04ｨｬ ｨ ｨｬ ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪ04ｨｦ, ｨ 0 ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ, ｨｺ060904ｨｦ ｨｪ06ｨｬ0208 ( ｨ 09ｨｪ ｨｺｨｮ ｨｨ ｨ ｨｪｨｨ07 09 ｨｰ02ｨｺ09ｨｰ02), ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨ ｨｪｨｨ07 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609 ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 09 09ｨｨ002 ｨｪｨ ｨ 0608ｨ 07ｨ 08 ﾂｨｨ090205, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｺ060904ｨｬ ｨｪ06ｨｬ0208ｨ ｨｬ 060ｨｨｨｪｨ ｨｺ ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｨ 05ｨｰ06ｨｬ ｨｪ02ｨｺ06ｨｰ ｨ ｨｬ0600ｨｮｨｰ ｨｨｨｬ02ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 07ｨ 08 ｨｨ05ｨｨ ｨｪ02 ｨｨｨｬ02ｨｰｨｹ 07ｨ (08ｨｨ09. 2) ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｪｨ ｨ ｨ 08 ﾂｨｨ ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｰ 05ｨｨ03ｨｹ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ06 09 ｨｰ02ｨｺ09ｨｰｨ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 060ｨｨｨｪｨ ｨｺ ｨ ｨｰ060006, ﾂｨｰ06 ｨｪ02ｨｺ06ｨｰ ｨ 060ｨｪ ｨｰ02ｨｺ- 04ｨｨ ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ ｨｪ ｨ 05ｨｨ040609ｨ ｨｰｨｹ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ040 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨ ( ﾂｨ 09ｨｰｨｹ 0802 ﾂｨｨ, 07ｨ 00203, 09ｨｺ0506ｨｪ02ｨｪｨｨ ｨｪｨｨ02 ｨｨ ｨｰ. 0.). 05ｨ ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ, ｨ ｨｬ0603ｨｪ06 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｪｨ 0008ｨｮ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07, ｨｪ0609ｨｪ06ｨｬ, 0607ｨｨ090409ｨ 06ｨｰ 00ｨ ｨｺｨｰ04, ｨｰ06ｨｬｨｮ 0609ｨｪ0609ｨｪｨ 07 09ｨｬ ｨ 07 ｨｪｨ 0008ｨｮ04ｨｺｨ 09 05ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨ070 ｨ ｨｮ002ｨｰ ｨｨｨｰｨｹ0907 ｨｪｨ 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402, 0005ｨ , ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ0402 ｨｨ, 09 ｨｪ02ｨｺ06ｨｰ ｨｮ ﾂｨ 070, 0708ｨｨ05ｨ 00ｨ ｨｰ0205ｨｹｨｪ0402, ｨｰ ｨｰｨｹ ｨｪｨ ｨ ｨｦ 0008ｨｮ ｨｨｨｬ020806ｨｬ ｨｨ04 09ｨｰ060806ｨｦ 0008ｨｮ ｨｮ03ｨ ｨｰ ｨｬ0209ｨｰ06ｨｨｨｬ02ｨｪｨｨ07 ｨｨ ｨｮ0302ｨ ｨｪ0402 ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ. 08 ｨｰ0802ｨｰｨｹ02ｨｦ ｨｬ0603ｨｪ06 06ｨｰｨｪ0209ｨｰｨｨ ｨｬ ｨｬ02ｨｰｨｨ07, ｨｬ060ｨ 05ｨｹｨｪ ｨ (ｨｪｨ 0708ｨｨｨｬ0208: ｨｺ06ｨｪ02 ﾂｨｪ06, ｨｨ0ｨｨｨｬ06ｨｬｨｮ) ｨｨ ｨｺｨ ｨｰ ｨｨｨｨ ｨｰ0607ｨｪｨｨ07 (ｨｪ0205ｨｹ0407, 03ｨ 05ｨｹ). 00 ｨｰｨ ｨ ｨｨ ｨｪ 0708ｨｨｨｬ ｨ 04ｨ 0608ｨ ｨｰ02ｨｺ09ｨｰｨ. 070ｨ 0502ｨｪｨｨ02 ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ ﾂｨ 09ｨｰｨｨ ｨ ｨｮ ｨｪ06 ｨｰ02ｨｬ, ﾂｨｰ06 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07, ｨｨｨｬ0206ｨｴｨｨ02 060ｨｨｨｪｨ ｨｺ060904ｨｦ 09ｨｬ040905, ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｪｨ 07ｨｨ09ｨ ｨｪ ｨ 04ｨｪ06ｨｬｨｮ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ 0209 ｨｪｨ ｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨｮ0ｨｮｨｰ 06 ﾂ02ｨｪｨｹ ｨｨ 008ｨｮ00 ｨｪｨ 008ｨｮ00ｨ ｨｰｨ 09ｨｮ ｨｪｨ ｨｺｨｨ ｨｨｨｪｨ ｨｪｨｨ ｨｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｰ02ｨｺ09ｨｰｨ ｨｨ00ｨｪ0608ｨｨ08ｨｮ06ｨｰ0907, 0706ｨｰ06ｨｬｨｮ ﾂｨｰ06 09 ｨ 0605ｨｹ0306ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｮ ﾂｨ ｨｨ ｨｰｨ ｨｪｨｨ02 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｰｨ 08ｨ 09ｨｪ04 ｨｪ02ｨｺ06ｨｰ060804ｨｬ ｨ ｨｬ 008ｨｮ ｨｰ02ｨｺ09ｨｰｨ, ｨｪ ｨｮ02ｨｰ, ﾂｨｰ06 ｨｰ02ｨｺ09ｨｰ04 ｨｨｨｬ0206ｨｰ ｨ 05ｨｨ04ｨｺｨｨｨｦ 09ｨｬ ｨｰ07 ｨｪｨ 05ｨｨ- ﾂｨｨ02 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 060ｨｨｨｪｨ ｨｺ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ06 ｨｰ02ｨｺ09ｨｰ ｨ ｨｰ ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｨｨ 0008ｨ ｨｬｨｬｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｰ060 ｨｪｨ ｨｪｨｨ07 ｨ 05ｨｨ04ｨｺｨｨ ｨｬ040905ｨｮ ﾂｨ 09ｨｰ02ｨｦ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｪｨｨｨｨ, ﾂｨｰ06 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 0607ｨｨ090409ｨ 06ｨｰ 0906ｨ 04ｨｰｨｨ ｨｨ002 00ｨ ｨｺｨｰ ｨｪ000608ｨｬｨ 02ｨｨ ｨ ｨｺｨｰｨ 0 ｨ ｨｰ0907 ｨｨ04 060ｨｪ ｨｨ05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｺ ｨｺｨ ｨｺ 09 04ｨ 0ｨ ﾂｨｨ ｨｪ ｨｰｨｪ ｨｨ ｨｨｨｰ ｨ ﾂｨ ｨｪ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 09 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨ09ｨｺｨ 0302ｨｪｨｨ07ｨｬｨｨ, ｨｰ

155 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨ ｨｴ02ｨｪｨｨ07, ｨ ｨｴｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 ｨｨ04 060ｨｪ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ, ｨ ｨｮ0ｨｮｨｰ ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06 ｨ 05ｨｨ04ｨｺｨｨ ｨｨ ｨｮ ﾂ0209ｨｰｨｹ, ﾂｨｰ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ 0607ｨｨ090409ｨ 06ｨｰ 060ｨｪ06 ｨｨ ｨｰ ｨ 04ｨｰｨｨ02, ｨｰ06 ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨｪｨ ｨｪｨ ｨ 05060ｨ ｨｰｨｹ0907 ｨｬ02030ｨｮ ｨｬｨｨ ｨ ｨｴ02ｨｪｨｨ07ｨｬｨｨ 06ｨ 05ｨｰ06ｨｬ 0906ｨ 04ｨｰｨｨｨｨ. 020ｨｪ06 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｺ ｨｨｨｰ ｨｨ09 ﾂ ｨ 06ｨｴｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 04ｨｰｨｨｨｨ. 06ｨ ｨｺ ｨｪ06 ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨｪｨｨ02 ｨｨ05ｨｨ ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨｨｨ ｨｰ06ｨｬｨｮ ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨ ｨｮ002ｨｰ ｨｪｨ ｨ 05060ｨ ｨｰｨｹ0907 ｨｬ02030ｨｮ ｨｰ02ｨｬｨｨ ﾂｨ 09ｨｰ07ｨｬｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨ ｨｰ 0607ｨｨ09ｨ ｨｪｨｨ02 060ｨｨｨｪｨ ｨｺ ｨ ｨｺｨｰ ｨｰｨｪ0609ｨｰｨｹ ｨｰ060006, ﾂｨｰ ｨｮ ｨ ｨｴ02ｨｪｨｨ070 06ｨ 060ｨｪ06ｨｬ ｨｨ ｨｰ06ｨｬ ｨ 04ｨｰｨｨｨｨ ｨ ｨｮ002ｨｰ ｨｪｨ ｨ 05060ｨ ｨｰｨｹ0907 ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪｨ 07 ｨ 05ｨｨ040609ｨｰｨｹ ｨｬ02030ｨｮ ﾂｨ 09ｨｰ07ｨｬｨｨ, 0607ｨｨ090409ｨ 06ｨｴｨｨｨｬｨｨ 08ｨ 04ｨｪ ｨ ｨｺｨｰ04, 06 ﾂ02ｨｪｨｹ ｨｬｨ 05ｨ ｨｪｨｨ ｨｨ0 ﾂｨ 09ｨｰ02ｨｦ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｰｨ 09ｨｨｨｬ ｨｪｨ ｨ ｨ 08 ﾂｨｨ ｨｨ002 ｨｰ06 ﾂ02ｨｺ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ ﾂ02ｨｬ, ﾂｨｨ ｨｨ04 07ｨ 0804 ｨ ｨｮ002ｨｰ 06ｨｰｨｺ05ｨ 00409ｨ ｨｰｨｹ ｨｨ ｨ ｨ 0902ｨｨ0909, ｨ 09ｨｰ ｨC ｨｨ 06080ｨｨｨｪｨ ｨｰ. 0ｨ 08ｨｨ ｨｨ ｨｪ 0708ｨｨｨｬ0208 ｨｰｨ ｨｺ06ｨｦ 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨ 08 ﾂｨｨ090205, ｨｰｨ ｨｪｨｪ040 ｨｪｨ 08ｨｨ ｨ ｨｺ ｨｺｨ ｨｺ ｨｺ ｨｨｨｪｨ ｨｰ04 ｨｰ06 ﾂ02ｨｺ ｨｰ ｨｺ060904ｨｬｨｨ ｨｪ06ｨｬ0208ｨ ｨｬｨｨ ｨ ｨｪｨｨ07 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬ ｨｰ02ｨｺ09ｨｰ02, ｨｰ06 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ ｨｨｨｪｨ ｨｰ 08ｨ 09ｨｪ06 060ｨｪ06ｨｬｨｮ, ｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｪ02 ｨｬ060302ｨｰ ｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨ ｨｴ02ｨｪｨｨ07 ｨｨｨｬ0206ｨｰ ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06 ｨ 05ｨｨ04ｨｺｨｨ02 ﾂｨ 09ｨｰｨｨ, ｨｰ06 ｨｰ06 ﾂｨｺｨｨ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ02, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 05ｨｰｨｨｨｬ ﾂｨ 09ｨｰ07ｨｬ, ｨ ｨｮ0ｨｮｨｰ 08ｨ ｨｪ ｨｪｨｪ06ｨｦ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ ｨｪ ｨｨｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨ ｨ ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ 08ｨ ｨｪｨｨ07 ｨｰ06 ﾂ02ｨｺ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ02. 0ｨ 08ｨｨ09. 4ｨC8 0708ｨｨ ｨｪ ｨｨｨｬ ｨｰｨｨ0 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ. 00 ｨｺｨ 03006ｨｬ 0708ｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ0902 ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｪ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｮｨｺ09. 08ｨ 030ｨ 07 ｨ ｨｮｨｺ09ｨ ｨｮ ｨｪ ｨｰｨ ｨｰ 060ｨｪ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ ｨｰ ｨｺｨｰ0806ｨｪｨｪ040 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｰ0802 ﾂｨ 06ｨｰ ｨｺ06, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮｨｬ02ｨｰｨｹ ｨｨ0 ｨｺ ｨｺｨｰｨｪ06 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ ｨｰｨｹ ｨｰ ｨｪ ｨｪ04 ｨｮ090205ｨｨ ﾂｨｨ09ｨ ｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨ ｨ 060ｨｨｨｪｨ ｨｺ ｨ ｨｴ02ｨｪｨｨ07, ｨｪ06ｨｬ ｨｨ04 ｨｺ06ｨｰ ｨｨｨｬ0202ｨｰ ｨｰ0608 ﾂｨ 09ｨｰｨｨ 09ｨｰ ｨ ｨｴ02ｨｪｨｨ07, ｨｪ04 ｨｨｨｬ02ｨｰｨｹ 060ｨｨｨｪｨ ｨｺ0609ｨｮ ｨｪｨｪ0609ｨｰｨｹ. 04ｨｨ ｨ ｨｪｨｨ02 ｨｪｨ ｨ 0608ｨ 07ｨ 08 ﾂｨｨ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ02 04ｨｨ ｨｨ0 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ 04ｨ ｨｬ02ｨｪ ｨ ｨｪ06ｨｬ ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｮ0 060ｨｨｨｪｨ ｨｺ ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｨ0 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ ｨｮ09ｨｺ ｨ ｨｪ06ｨｬ ｨｨ04 ｨｰ02ｨｺ09ｨｰ

156 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｨ0 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ ｨｰｨ ｨｪ0609ｨｺ02 ｨｬ0209ｨｰｨ ｨｬｨｨ 009ｨｮ ｨｨ ｨｨ0 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨ ｨｰ ﾂｨ 09ｨｰｨｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ 09 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｬ0209ｨｰｨ ｨｰ02ｨｺ09ｨｰｨ ｨｨ09ｨｺ ｨｨ0 ﾂｨ 09ｨｰ02ｨｦ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｪ0609ｨｪｨ 07 ｨｨ00207 ｨｬ02ｨｰ060ｨ ｨｪｨｨ ｨｮ0 ｨｰ02ｨｺ09ｨｰｨ ｨｨ0 ﾂｨ 09ｨｰ02ｨｦ 0609ｨｪ ｨ 02ｨｰ0907 ｨｪｨ 08ｨ 0909ｨｮ03002ｨｪｨｨ070, ｨ ｨｪｨｪ ｨｮｨｴ02ｨｬ 07ｨ 08ｨ 0008ｨ ｨｨ02 ﾂｨ 09ｨｰｨｨ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609 ｨ ｨｮ0ｨｮｨｰ ｨ ｨｰｨｹ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ02 09ｨｺ ｨｪｨｨ07 ｨｰ06 ﾂ02ｨｺ, 0904ｨｰ07ｨｪｨｮｨｰ ｨｹ ｨｬ06ｨｦ ｨｮ000506ｨｬ 45 ｨｺ 0609ｨｨ ｨ ｨ 0902ｨｨ0909 (08ｨｨ09. 9). 0ｨ ｨｬ 05ｨｰｨｨ ｨｬ ｨｪｨｰ08ｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｬ04ｨｬｨｨ ｨｨ ｨｪ02ｨｺ06ｨｰ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｰ 008ｨｮ00 008ｨｮ00ｨ , ｨｰ06 ｨｰ06 ﾂｨｺｨｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 05ｨｰｨｨｨｬ ﾂｨ 09ｨｰ07ｨｬ, ｨ ｨｮ0ｨｮｨｰ ｨｪｨ 0060ｨｨｨｰｨｹ0907 ｨｪｨ 0202ｨｪｨｰ08ｨ 05ｨｹｨｪ06ｨｦ ｨｬ06ｨｦ ｨｨ 060ｨｪｨ ｨｨ04 ﾂｨ 09ｨｰ02ｨｦ ｨ ｨｮ002ｨｰ ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｨ04ｨｬ02ｨｪ02ｨｪｨ, ｨｰ06 ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ02 ｨ ｨｮ002ｨｰ ｨｪｨ ｨ 05060ｨ ｨｰｨｹ0907 ｨｪ02ｨ 0605ｨｹ0306ｨｦ 08ｨ 04ｨ ｨｰ06 ﾂ02ｨｺ 0906ｨｺ08ｨｮ ｨｪｨｰ08ｨ 05ｨｹｨｪ06ｨｦ ｨｬ06ｨｦ ｨｨ ｨｪｨｮｨｰｨｹ 0ｨｨｨ 0008ｨ ｨｬｨｬｨｮ ｨｪｨ ﾂｨ ｨｦ 09ｨｰ080205ｨｺ02 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｪｨ ﾂｨ 05ｨ ｨｺ ｨｨｨｪｨ ｨｰ, ｨｰ ｨｪｨｰ08ｨ 05ｨｹｨｪ ｨｬ ｨｰｨ ｨｪｨｮｨｰ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬｨｨ, ｨｨ 0904ｨｰ07ｨｪｨｮｨｰ ｨｹ ｨｪｨｨ0 09ｨｺ ｨｪｨｨ07 ｨｰ06 ﾂ02ｨｺ ｨｺ06 ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ ｨｨｨｰｨｹ ｨｬ06ｨｴｨｹ ｨｬ06ｨｮ000605ｨｹｨｪ ｨｺｨｪｨ (08ｨｨ09. 0). 04ｨｨ ｨｨｨｬ ｨｺ ｨｪｨｨｨｦ, 0904ｨｰ07ｨｪｨｮｨｰ ｨｹ 0202ｨｪｨｰ08ｨ 05ｨｹｨｪ ｨｬ040 04ｨｨ ｨｨｨ 0008ｨ ｨｬｨｬｨ, ｨｪｨｮｨｰｨ 07 ｨｪｨ ｨｬ06ｨｮ000605ｨｹｨｪ04ｨｬ 06ｨｺｨｪ06ｨｬ 56

157 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 0308ｨｨ ｨｰ02 0ｨｨｨ 0008ｨ ｨｬｨｬ04 ｨｪ ｨｺ ｨｨｨｪｨ ｨｰ04 ｨｰ06- ﾂ02ｨｺ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨｮ06ｨｴｨｨｨｬ ｨｬｨｮ05ｨ ｨｬ: y ｦﾐ x = ( x 2 + y 2 ) 66 cos(arctan( o ) 6ﾓ ) 66ｦﾁ n o o () x 4 o y n y 2 2 o ｦﾐ = ( x + y ) 66 sin(arctan( ) 6ﾓ ) 66 ｦﾁ, o o x 4 (2) o (x O, y O ) ｨC 09ｨｰｨ ｨｺ ｨｨｨｪｨ ｨｰ04 ｨｰ06 ﾂｨｺｨｨ; (x n, y n ) ｨC ｨｪ ｨｺ ｨｨｨｪｨ ｨｰ04 ｨｰ06 ﾂｨｺｨｨ; ｦﾁ ｨC ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨ ｨｨ ｦﾁ = 2 ｨｪ ｨｺ ｨｨｨｪｨ ｨｰ04 ｨ ｨｮ0ｨｮｨｰ ｨｬｨｨ ﾂｨｨ0905ｨ ｨｬｨｨ. 02ｨｺｨｪ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ0907 ｨｰ0802ｨｬ07 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ: ｨｰ06ｨｦ, 03ｨｨ08ｨｨｨｪ06ｨｦ ｨｨ ｨｬ 04ｨ ｨｪ02ｨｪｨｨ ｨ ｨｪ02ｨｪｨｨ07 08ｨ 0902ｨｪ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨ 0903ｨｨ ｨｺｨｪ06 ｨｰ06 ﾂ02ｨｺ, ｨｺ06ｨｰ ｨｬ0603ｨｪ06 ｨｨ002ｨｪｨｰｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪ ｨｺ ｨｪｨｨ ｨｨ ｨｺ0605ｨｨ- ﾂ0209ｨｰ0906 ｨｰ06 ﾂ02ｨｺ ｨｬ02ｨｪｨｹ ｨ, ｨｰ06 05ｨｰｨｨ ｨｰ06 ﾂｨｺｨｨ 09 ﾂｨｨｨｰｨ 06ｨｰ ｨｮｨｬ06ｨｬ ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｰ06 ﾂ02ｨｺ ｨ 0605ｨｹ ｨ, ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｨｨｬ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ ﾂｨｨｨｰｨ 06ｨｰ0907 ｨｰ02ｨｺ09ｨｰｨｮｨ 05ｨｹｨｪ06 ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ 05ｨｰｨｨ 09ｨｺ ｨｪｨｨ ｨｰ07ｨｪｨｮｨｰ ｨｹ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ06ｨｦ 0609ｨｨ, ｨｰ ｨｪ 08ｨ 09ｨｪ07ｨｰｨｹ ｨｪｨｰｨｮ 06ｨｰ 03ｨｨ08ｨｨｨｪ04 06ｨｺｨｪｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｬｨ 0903ｨｰｨ ｨ ｨｨ080609ｨ ｨｪｨｨ07. 0ｨｨ08ｨｨｨｪｨ 06ｨｺｨｪｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ 08ｨ 04ｨｬ ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ ｨｺｨｮ09ｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨｰｨ 06ｨｺｨｪｨ ｨ 03ｨ 02ｨｰ 09ｨｰ020702ｨｪｨｹ 00607ｨｮ09ｨｰｨｨｨｬ040 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ ｨｺ ｨ ｨｪｨｨ ｨｪ06ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ 008ｨｮ0006ｨｬｨｮ ｨ 08ｨ 04ｨｪ06 04ｨ 0ｨ 09ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ04 ｨｬ02ｨｪｨｹ030202, ﾂ02ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ02 03ｨｨ08ｨｨｨｪ ｨｺｨｪ06ｨｬ ｨｦ ｨｪ0609ｨｰｨｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ04 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｪ07ｨｰｨｹ 09 03ｨ 0006ｨｬ ｨｪｨ 020ｨｨｨｪｨｨ02ｨｮ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ 0ｨ 06ｨｴｨｨ ｨｺｨｪ06 06ｨ 05ｨ 09ｨｰｨｨ ｨｺ080409ｨ 06ｨｰ 008ｨｮ00 008ｨｮ00ｨ, ｨ ｨｪ06 03ｨｨｨｪ0005ｨ ｨｬ. 06ｨｰ06 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ, ﾂｨｰ06 ｨｪｨｨ 060ｨｪ06 09ｨｺ ｨｪｨｨ02 ｨｰ06 ﾂ02ｨｺ ｨｪ02 ｨ ｨｮ002ｨｰ ｨｮｨｴ02ｨｪ06, ｨ 09ｨｺ ｨｪｨｨ07, ｨｨｨｬ0206ｨｴｨｨ02 005ｨｨｨｪｨｮ ( ｨｰｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ04) ｨ 0605ｨｹ03ｨｮ06, ﾂ02ｨｬ 005ｨｨｨｪｨ 06ｨｺｨｪｨ, ｨ ｨｮ0ｨｮｨｰ 06ｨ 08ｨ ｨ 06ｨｰｨ ｨｪ04 ｨｺ ｨｺｨｰｨｪ06. 05ｨｪｨ ﾂ02ｨｪｨｨ07 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨｪｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨ ｨｨ04 ｨｰ060006, ﾂｨｰ ｨｪｨｨｨｬｨ 02ｨｰ ｨｰｨｹ06 ﾂｨ 09ｨｰ02ｨｦ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ ﾂｨ 09ｨｰｨｨ, 09 ｨｺ06ｨｰ ｨｪ02ｨｰ ｨｪｨｨｨｺｨ ｨｺｨｨ ｨｰｨ ｨｪ060906ｨｺ ｨｨ 04ｨ ｨｬ02ｨｪ, ｨｰ06 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｹ 03ｨｨ08ｨｨｨｪｨｮ 06ｨｺｨｪｨ 08ｨ 09ｨｪｨｮ06 ｨｨ 04ｨ ｨｪ02ｨｪｨｨ02 08ｨ 09ｨｪ %, ｨ 03ｨｨ08ｨｨｨｪｨ ｨｪｨ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ 08ｨ 04ｨｬ0208ｨｮ ｨｬ040 ﾂｨ 09ｨｰ02ｨｦ ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ ﾂｨ 09ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609, ｨｰ0607ｨｴｨｨ0 ｨｪ02 ｨｬ02ｨｪ0202 ﾂ02ｨｬ ｨｪｨ ｨｨｨｪｨｮ ｨｨ04 060ｨｨｨｪｨ ｨｺ , 09ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰｨ ｨｪ060906ｨｺ, ｨｰ06 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｹ ｨｺ09ｨ 008ｨ ｨｰｨｪ ｨｺｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 08ｨ 04ｨｬ , ｨ ｨ ｨｪ02ｨｪｨｨ ｨｰｨ 09ｨｨｨｰｨｹ ｨｪｨ ｨｮ080609ｨｪ02 50%. 0308ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ, ﾂｨｰ06ｨ ｨ ｨｨ ｨｪｨ ｨｮ06ｨｴｨｨｨｦ ｨｮ ｨｪｨｹ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ, ｨｬ0603ｨｪ ｨｰｨｹ 06ｨｺｨｪ06 08ｨ 04ｨｬ0208ｨ ｨｬｨｨ 0 ｨｨ05ｨｨ ｨｰｨ 09ｨｨｨｰｨｹ ｨ ｨｪ02ｨｪｨｨ07 ｨｪｨ ｨｮ080609ｨｪ02 0%, ｨｰ06000ｨ ｨｪｨｨ 060ｨｪｨ 07ｨ 08ｨ ｨｪ02 ｨ ｨｮ002ｨｰ 06ｨｰ090207ｨｪｨ. 0308ｨｨ ｨｪｨｪ ｨｨｨｬ ｨｺｨ ｨ 06ｨｰ, ﾂｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨｪｨ ｨｬ0600ｨｮｨｰ 09ｨ 08ｨｹｨｨ080609ｨ ｨｰｨｹ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂｨｨ ｨ 09ｨｺｨ ｨ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 06ｨｺｨｪ06ｨｬ ｨｦ ｨｪ0609ｨｰｨｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ04 ｨ ｨｮ0ｨｮｨｰ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰｨｪ0402 ( ｨ 09ｨｪ06 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ 06ｨｺｨｪｨ ) 09ｨｺ ｨｪｨｨ07 ｨｰ06- ﾂ02ｨｺ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｬｨｪ0600ｨｨ0 0905ｨｮ ﾂｨ 070 ｨｪ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ040 ｨｰ02ｨｺ09ｨｰ ｨ 0ｨｮｨｰ 09 ｨｰｨ ｨｺｨｨ02 09ｨｺ ｨｪｨｨ ｨｰ06ｨｬｨｮ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨ ｨｪｨ 05ｨｨ04ｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｺｨ ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨ ｨｰ0907 ｨｪｨ ｨｮ ｨｦ 0008ｨｮ ｨｰｨｪ060907ｨｰ ｨ, ｨｺ06ｨｰ ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ06 ｨｪ02 ｨｨｨｬ0205ｨｨ ｨｪｨｨ 060ｨｪ06ｨｦ 07ｨ ｨ ｨｬｨｨ 008ｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｪ ｨ 05ｨｨ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨｮ, ｨ ｨｰｨ ｨｺ ｨ, ｨ 0903ｨｨ02 ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨｮ, ｨｪ06 ｨｪ ｨｨ02 ｨｪｨｨ ｨｪ06 ｨｬｨｪ ｨｰ ｨｰ060806ｨｦ 0008ｨｮ ｨｰｨｪ060907ｨｰ ｨ, ｨｪｨ ｨｴｨｨ ｨｪ06ｨｬ ｨｨ05ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｬｨｪ ｨｰ09ｨ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609, ｨｬｨ 09ｨｺ06ｨｦ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｺ06 09ｨｰ060806ｨｬｨｮ ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ ｨｬｨ 0909ｨｨ09, ｨｰ0607ｨｴｨｨｨｦ ｨｨ ｨｦ 0008ｨｮ ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｨ ｨｰ060806ｨｦ 0008ｨｮ ｨｮｨｺｨ 04ｨ ｨｪｨｨ02ｨｬ 07ｨ ｨ 09ｨｺ06ｨｦ ｨ ｨｨ07 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｮ ｨ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ ｨｬｨ 0909ｨｨ09, ｨｰ0607ｨｴｨｨｨｦ ｨｨ ｨｦ 0008ｨｮ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｨ ｨｰ060806ｨｦ 0008ｨｮ ｨｮｨｺｨ 04ｨ ｨｪｨｨ02ｨｬ 07ｨ ｨｰｨ ｨ ｨｨ ｨｪ 0708ｨｨｨｬ0208 ｨｬｨ 0906ｨｺ ｨ ｨｨ07 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨ ｨ 05ｨｨ02ｨ 0308ｨｨｨｬ0208 ｨｬｨ 0906ｨｺ ｨ ｨｨ ｨｺ09ｨｰ (ｨｰ0605ｨｹｨｺ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ) a c d e f 0602ｨｺ09ｨｰ 2 (ｨｰ0605ｨｹｨｺ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ) f k c d e z d 00ｨ 09ｨｺｨ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ060806ｨｬｨｮ ([];[3];[4,7];[5];[]) 00ｨ 09ｨｺｨ ｨ ｨｨ07 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｮ ([5];[];[2];[3];[4];[];[3]) ｨｹ, ｨｺｨ ｨｺ ｨｨ ｨｮｨｴｨｨ0 0708ｨｨｨｬ0208ｨ 0, ｨｺｨ 030ｨ 07 ｨ ｨｮｨｺ09ｨ 06ｨ 0604ｨｪｨ ﾂｨ 02ｨｰ 060ｨｪ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ07 ｨｰ08ｨｮ0ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 0802ｨ 05ｨｹｨｪ04ｨｦ 05ｨｺ09ｨｨ09ｨ 0502ｨｪｨｰ 0708ｨｨ ｨｪｨｪ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰ02ｨｦ ｨ ｨｮｨｺ09, ｨｰ02ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, 0708ｨｨｨｬ0208 ｨｪｨ ｨｪ06 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｰ, ﾂｨｰ06 ｨｰｨ ｨｺ0602 ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ07. 06ｨ ｨｺ ﾂ02ｨｰ ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｺｨ 03006ｨｦ ｨ ｨｮｨｺ0904 ｨｬ060302ｨｰ ｨｰｨｮ07ｨ ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ , ｨｪ06 ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｪ07ｨｰｨｨ02, ｨｪｨｨ02 ｨｨ05ｨｨ ｨｦ ｨ ｨ 04ｨ ｨｰ06ｨｰ04 ｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ06 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｬ0700ｨｺｨｨ02 (04ｨｪｨ ﾂ02ｨｪｨｨ07 03ｨｨ08ｨｨｨｪ04 ｨｨ 005ｨｨｨｪ04 ｨ 0605ｨｹ03ｨｨ02, ｨ ｨ ｨｪ02ｨｪｨｨ07 ｨｬｨ 0502ｨｪｨｹｨｺｨｨｨｦ), ﾂｨｰ06ｨ ｨ ｨｮ0 ｨｰ02ｨｺ09ｨｰ0609 ｨｪ02 ｨ 0405ｨｨ 06ｨｰ090207ｨｪ04 ｨｨ ｨ 05ｨｨ ｨｰ0608ｨｮ ｨｮ0707ｨｮ. 06ｨ ｨｺ0602 ｨｮ070806ｨｴ02ｨｪｨｨ02 08ｨ ｨｰ08ｨ ｨｪ0702ｨｰ0907 ｨｨ ｨｪｨ ｨｮ06ｨｴｨｨ ｨｨｨｬ ｨｮ ｨｺ06ｨ ｨｺｨｨ ｨｨｨｬ ｨ 0604ｨｪｨ ﾂｨ 06ｨｰ ｨｪｨ ﾂｨ 0506 ｨｨ ｨｺ06ｨｪ0202 ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ ｨｨ ﾂ0209ｨｰ ｨ 08 ｨｺ09ｨ 008ｨ ｨｰｨｪ040 09ｨｺ06ｨ 06ｨｺ, 08ｨ ｨｪｨｪ040 ｨｰ06 ﾂｨｺ06ｨｦ 09 04ｨ 0707ｨｰ06ｨｦ, 08ｨ 09ｨｪ06 ｨｺ0605ｨｨ- ﾂ0209ｨｰ09ｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｰ02ｨｺ09ｨｰｨ (00507 ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ060806ｨｬｨｮ ｨC 0707ｨｰｨｹ , ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ07 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｮ ｨC 0902ｨｬｨｹ ). 08ｨ 030ｨ 07 ｨｺ09ｨ 008ｨ ｨｰｨｪｨ 07 09ｨｺ06ｨ ｨｺｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 060ｨｪ06ｨｬｨｮ ｨｮ, ｨｰ ｨｰｨｹ ｨ 07 ｨｺ09ｨ 008ｨ ｨｰｨｪｨ 07 09ｨｺ06ｨ ｨｺｨ ｨｦ ｨｬｨ 09ｨｺｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬｨｮ ｨｮ ｨｰ02ｨｺ09ｨｰｨ, 09ｨｰ0608ｨ 07 09ｨｺ06ｨ ｨｺｨ ｨC 09ｨｰ060806ｨｬｨｮ ｨｮ ｨｨ ｨｰ ｨ 04ｨ ｨｬ ｨ ｨｪ ｨｮ06 ｨｬｨ 09ｨｺｨｮ ｨｺ09ｨ 008ｨ ｨｰｨｪ ｨｺ06ｨ ｨｺｨｨ 07ｨｮ09ｨｰ0402 ｨC 05ｨｰ06 04ｨｪｨ ﾂｨｨｨｰ, ﾂｨｰ

158 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪ02 ｨｨｨｬ0202ｨｰ 07ｨ ｨ ｨｬｨｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｰ ｨｺ09ｨ 008ｨ ｨｰｨｪ040 09ｨｺ06ｨ ｨｺｨ 0 09ｨｰ06ｨｨｨｰ 02ｨｨ0008ｨ 3 ｨC 05ｨｰ06 04ｨｪｨ ﾂｨｨｨｰ, ﾂｨｰ06 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｬ0202ｨｰ 07ｨ 08ｨｮ 09 ｨｰ0802ｨｰｨｹｨｨｨｬ ｨｬ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ. 00 ｨｰ0802ｨｰｨｹｨｨ0 ｨｺ09ｨ 008ｨ ｨｰｨｪ040 09ｨｺ06ｨ ｨｺｨ 0 09ｨｰ0607ｨｰ ｨｨ ﾂ ｨ 0707ｨｰｨｮ06, ｨｮｨｺｨ ｨ 06ｨｴｨｨ02 ｨｪｨ ｨｪｨ 05ｨｨ ﾂｨｨ02 ｨｮ ｨｰ0802ｨｰｨｹ ｨ ｨｰ02ｨｺ09ｨｰｨ 009ｨｮ0 07ｨ ﾂ02ｨｰ090208ｨｰ04ｨｬ ｨｨ 09020ｨｹｨｬ04ｨｬ ｨ ｨｬｨｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ. ﾁ02ｨｰ090208ｨｰ0602 ｨｨ 0707ｨｰ ｨ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｬ0206ｨｰ 07ｨ ｨｰ04ｨｬ ｨｨ ｨｬ ｨ ｨｬｨｨ 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ, ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ07 02ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ07 05ｨｰ06 ｨC 009ｨｮ0ｨｬ0208ｨｪｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ, ｨｺｨ 03004ｨｦ 09ｨｰ0605ｨ 0202 ｨｺ06ｨｰ060806ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 060ｨｪ06ｨｬｨｮ ｨｰ02ｨｺ09ｨｰ060906ｨｬｨｮ ｨ ｨｴ02ｨｪｨｨ06, ｨ ｨｺｨ 030ｨ 07 09ｨｰ0806ｨｺｨ ｨｨｨｰ ｨｪ06ｨｬ0208ｨ ｨ ｨｪｨｪ040 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ07 09ｨｰ0806ｨｨｨｰ0907 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｬｨ 0906ｨｺ ｨ ｨｨ ｨ 08 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ040 ｨｰ02ｨｺ09ｨｰ ｨｨ ｨｮ ｨｺｨ ｨｺ ｨｪｨｨｨ ｨｮ0ｨｹ ｨ ｨｪ02ｨｰ 07ｨ ｨｺｨ ｨｺ06ｨｬ-ｨｪｨｨｨ ｨｮ0ｨｹ ｨｰ02ｨｺ09ｨｰ02, ｨｰ06 09ｨｬ0209ｨｰ06 ｨｪ06ｨｬ0208ｨ 07ｨ 08ｨｪ ｨ ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 0 ｨｨ05ｨｨ 0609ｨｰｨ 09ｨｨｨｰｨｹ 07 ﾂ02ｨｦｨｺｨｮ 07ｨｮ09ｨｰ06ｨｦ. 0308ｨｨｨｬ0208 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ04 ｨｰｨ ｨ ｨｨ ｨｪ ｨｪｨ 08ｨｨ ｨ 030ｨｮ06 09ｨｰ0806ｨｺｨｮ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07 ｨｬ0603ｨｪ06 ｨｨｨｪｨｰ ｨｰｨｨ080609ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｪ ｨｪ04ｨｦ 0008ｨ 00, ｨｰ0607ｨｴｨｨｨｦ ｨｨ04 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｰ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｰｨｹ, ｨｨ ｨｰｨｹ 0506ｨ ｨ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰｨ 0904ｨ 08ｨ ｨｪｨｪ06ｨｦ 09ｨｰ0806ｨｺｨｨ, ｨｰ06 09 ｨｬｨ 09ｨｺｨ ｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ0609 ｨ ｨｮ002ｨｰ 0708ｨｨ09ｨｮｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｹ ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ. 0308ｨｨｨｬ0208, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｴｨｨｨｦ 0ｨ ｨｪｨｪ ｨｦ09ｨｰ ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07, 0708ｨｨ ｨｪ ｨｪｨ 08ｨｨ ｨｴ02 060ｨｪｨｨｨｬ 09ｨ 03ｨｪ04ｨｬ ｨｦ09ｨｰ0906ｨｬ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 ｨｪｨｨ 060ｨｪｨ 09ｨｰ0806ｨｺｨ ｨｬｨ ｨｰ08ｨｨ0204 ｨｪ ｨｰ ｨｰ0806ｨｺ06ｨｦ 008ｨｮ0006ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｬｨ ｨｰ08ｨｨ ｨｪ04ｨｬｨｨ ｨ ｨｬｨｨ, ｨｨ ｨｰｨｹ ｨｬｨｪ ｨｰ ｨｪ ｨｪ ｨ ｨｰ0806ｨｺ ｨｬｨ ｨｰ08ｨｨ0204, ｨｰ06 ｨｪｨｨ 060ｨｨｨｪ 0008ｨ 00 ｨｪ02 ｨ ｨｮ002ｨｰ ｨｰｨｹ ｨ 0006ｨｬ 008ｨｮ ｨ 00ｨ i-ｨｦ 09ｨｰ0806ｨｺｨｨ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07, ｨｨ0406ｨ 08ｨ 0302ｨｪｨｪ06ｨｦ ｨｪｨ 08ｨｨ09. 3, 0ｨ ｨｪｨｪ ｨｦ09ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｪｨｨ 060ｨｪｨ 008ｨｮ00ｨ 07 09ｨｰ0806ｨｺｨ ｨｪ02 ｨ ｨｮ002ｨｰ ｨ ｨｰｨｹ ｨｬ02ｨｪｨｰ04 4, 5, ｨｰ08020 ｨｰ02ｨｺ09ｨｰ0609 ｨｨ ｨｪ02ｨｪｨｮ ｨｦ ｨｬ02ｨｪｨｰ ﾂ02ｨｰ090208ｨｰ ｨｨ/ｨｨ05ｨｨ 0707ｨｰ ｨｰ02ｨｺ09ｨｰ0609 (08ｨｨ09. 3). 02ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ07, 06ｨ 05ｨ 0ｨ 06ｨｴｨ ｨｨ09ｨ ｨｪｨｪ04ｨｬｨｨ ｨｦ09ｨｰ09ｨ ｨｬｨｨ, 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｮ070806ｨｴｨ 02ｨｰ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨ ｨｴ02ｨｪｨｨｨｦ. 0602ｨｺ09ｨｰ04 ｨｨ ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ07 06ｨ ｨ 05ｨｨ02ｨ ｨｺ09ｨｰ a b c 0602ｨｺ09ｨｰ 2 a c a 0602ｨｺ09ｨｰ 3 d e b b a g 00ｨ 09ｨｺｨｨ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ060806ｨｬｨｮ ([,3];[];[2]) ｨｰ02ｨｺ09ｨｰｨ ｨｰ0802ｨｰｨｹ02ｨｬｨｮ ([5];[3,4];[]) 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｮ ([];[3];[]) 09ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｰ0802ｨｰｨｹ02ｨｬｨｮ ([5];[];[5]) ｨｰ0802ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｮ ([];[];[2];[2];[];[]) ｨｰ0802ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ060806ｨｬｨｮ ([];[];[];[];[,3];[]) 04ｨｨ ｨ ｨｴｨｨ02 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨｰ08020 ｨｰ02ｨｺ09ｨｰ0609 (ｨ ｨC ｨｪ06ｨｬ0208ｨ ｨｰ02ｨｺ09ｨｰ0609, ｨ ｨC ｨ ｨｰ02ｨｺ09ｨｰ0609) 04ｨｨ ｨｨ ｨｬ02030ｨｮ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07 04ｨｨ ｨｰ0806ｨｺｨｨ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07 ｨｪ02 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｰ0806ｨｺｨ ｨｬｨｨ 008ｨｮ00 008ｨｮ00ｨ 58

159 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｨｨｰｨｬ ｨｰ080602ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨｨｨｰｨｬ ｨｰ080602ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 08ｨ 04ｨ ｨｨｨｰ ｨｪｨ ｨｨｨｰ0208ｨ 02ｨｨｨｨ, 09 ｨｺｨ 03006ｨｦ ｨｨ04 ｨｺ06ｨｰ ｨｺ ｨｬｨ ｨｰ08ｨｨ ｨ ｨ ｨｰ0907 ｨｪ060904ｨｦ 09ｨｰ0605ｨ 0202, 06ｨｰｨｪ060907ｨｴｨｨｨｦ0907 ｨｺ 06 ﾂ ｨｪ06ｨｬｨｮ ｨｰ02ｨｺ09ｨｰｨｮ. 00 ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ ｨｬｨ ｨｰ08ｨｨ02ｨ 07ｨｮ09ｨｰｨ 07. 0ｨ ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ ｨ ｨｰ ｨｨｨｪ, 0905ｨｮ ﾂｨ ｨｦｨｪ ｨ 08ｨ ｨｪｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ. 06ｨ ｨｺ ｨｺｨ ｨｺ 09 ｨｬｨ ｨｰ08ｨｨ0202 ｨｪｨｨ ﾂ ｨｪ02ｨｰ, ｨｰ ｨｬ02ｨｪｨｰ ｨ 08ｨ ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｰ ｨｰｨ ｨｰ ｨｦ 09ｨｰ0605ｨ 0202 ｨｬｨ ｨｰ08ｨｨ ｨｮ ﾂｨ 02ｨｰ0907 ｨｬｨ ｨｰ08ｨｨ02ｨ, ｨｰ0607ｨｴｨ 07 ｨｨ04 060ｨｪ ｨｰ0605ｨ 02ｨ, 09 09ｨｰ0806ｨｺｨ 0 ｨｺ06ｨｰ060806ｨｦ ｨｪｨ ｨｰ0907 ｨｪ06ｨｬ0208ｨ ｨｺ0506 ﾂ ｨ 08ｨ ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｮ09ｨｰｨｨｨｬ, ｨ 0405ｨ ｨ ｨｪｨ i ｨC ｨｨｨｰ0208ｨ 02ｨｨ07, ｨｨ ｨｰ ｨｹ 06ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ ｨｰ06ｨｨｨｰ ｨｨ04 i ｨC 09ｨｰ0605ｨ 02ｨ ｨｹ ｨｪ0206ｨ 0060ｨｨｨｬ06 006ｨ ｨ 09ｨｨｨｰｨｹ 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ i-ｨｦ ｨｰ02ｨｺ09ｨｰ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨｹ ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ07 i-0006 ｨｰ02ｨｺ09ｨｰｨ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ, ｨｮ ｨｰｨ ｨｪｨｪ04ｨｬｨｨ 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｨ ﾂ0209ｨｰ0906 ｨｰｨ ｨｺｨｨ0 ｨｬｨ 0906ｨｺ 08ｨ 09ｨｪ06 i ｨC ｨｺｨ ｨ (ｨｪ06ｨｬ ｨ ｨC j) i-0006 ｨｰ02ｨｺ09ｨｰｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨ 09ｨｨｨｰｨｹ 09ｨｰ0806ｨｺｨｮ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｪｨ ｨｰ06, ﾂｨｰ06ｨ 04 ｨ 04ｨｰｨｹ 0909ｨｰｨ ｨｪｨｪ06ｨｦ 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｰ ｨｪｨ ｨｬ06ｨｰ0802ｨｰｨｹ ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ07 i-0006 ｨｰ02ｨｺ09ｨｰｨ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 06ｨｰ 006 i ｨC ｨｨ ｨｪｨ ｨｦｨｰｨｨ ｨｪ06ｨｬ0208ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ0609, ｨｨｨｬ0206ｨｴｨｨ0 07ｨ 08ｨｮ 09 j-ｨｬ ｨｬ i-0006 ｨｰ02ｨｺ09ｨｰｨ ｨｨ 09 ｨｺｨ ｨｺ06ｨｦ-ｨｪｨｨｨ ｨｮ0ｨｹ ｨｨ04 ｨｬｨ 0906ｨｺ ｨｰｨ ｨｺｨｨ0 07ｨ 08 ｨ ｨｮ002ｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06, ｨｰ06 ｨｺｨ 03004ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｰ00205ｨｹｨｪ ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ0806ｨｺ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ j ｨ i-0006 ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪ ｨｨ ｨｪｨｨ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ09 07ｨ ｨｰ ｨ 09 ｨｺｨ 03006ｨｦ ｨｨ04 ｨｬｨ 0906ｨｺ ｨ ｨｨ07 i-0006 ｨｰ02ｨｺ09ｨｰｨ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 06ｨｰ 006 i ｨC, 09 ｨｺ06ｨｰ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 006ｨｰ07 ｨ ｨｪｨ 07ｨ 08ｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ0806ｨｺ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ0609 ｨｬ0603ｨｪ06 08ｨ 0909 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｬｨｮ0502: i ﾆ 6ﾓ Number ( i,k, j), (3) k = k, i ｨC ｨｪ06ｨｬ0208ｨ ｨｰ02ｨｺ09ｨｰ0609; j ｨC ｨｪ06ｨｬ ｨ 09 i-ｨｬ ｨｰ02ｨｺ09ｨｰ02; Number(i, k, j) ｨC ｨ ｨｴｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08 j ｨ 09 ｨｬｨ 09ｨｺ ｨ ｨｨ07 i-0006 ｨｰ02ｨｺ09ｨｰｨ k-ｨｬｨｮ ｨｨ ｨｰｨ ｨｺｨｨ0 07ｨ 08 ｨｪ02ｨｰ, ｨｰ ｨ ｨｴｨ 02ｨｰ ｨ 0708ｨｨｨｬ0208, ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬ ｨｬｨ 09ｨｺｨｨ ｨ ｨｨ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ ｨｮｨｴｨｨｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 06ｨｰ ｨｰ ｨｮ09ｨｰｨｹ ｨｰｨｨ ｨｬｨ 09ｨｺｨ ｨｰ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｬ0202ｨｰ ｨｪ06ｨｦ 07ｨ 0802, ｨｰ06ｨｦ ｨC ｨ 0804, 09020ｨｹｨｬ06ｨｦ ｨｨ ｨｹｨｬ06ｨｦ ｨC 07ｨ 08 ｨｪ02ｨｰ, ｨ ｨｰ06ｨｦ ｨｰ08ｨｨ 07ｨ ｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ0806ｨｺ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨ 09ｨｪ06: *****2***3 = 6. 08ｨ 030ｨ 07 09ｨｰ0806ｨｺｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ j ｨ i-0006 ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｬ0202ｨｰ 005ｨｨｨｪｨｮ ｨC i. 00 ｨｪ02ｨｦ ｨｪｨ ｨｨ02ｨｨ070 06ｨｰ 006 i ｨC 09ｨｰ0607ｨｰ ｨｪ06ｨｬ0208ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨｰ02ｨｺ09ｨｰｨ (07ｨ 08ｨｪ040 j-ｨｬｨｮ ｨｮ i-0006), ｨ ｨｪｨ i-ｨｦ ｨｨ02ｨｨｨｨ 09ｨｰ06ｨｨｨｰ ｨｪ06ｨｬ0208 j. 0308ｨｨｨｬ ｨｰ0806ｨｺｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 02ｨｦ 0008ｨ 00 ｨｨ0406ｨ 08ｨ 0302ｨｪ ｨｪｨ 08ｨｨ ｨｰ02ｨｬ, ｨｺｨ ｨｺ 0909ｨｰｨ 09ｨｨｨｰｨｹ 09ｨｰ0806ｨｺｨｮ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮｨ 020ｨｨｨｰｨｹ0907, ﾂｨｰ ｨｬ02ｨｪｨｰ04 09ｨｰ0806ｨｺｨｨ ｨ ｨｪ04 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ, ｨｰ ｨｰｨｹ 09ｨｰ0806ｨｺｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨｰｨ ｨｰ ｨｨ ｨ ｨｪ ｨｪ04ｨｦ 0008ｨ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬｨ 09-04ｨｨ ｨｨｨｬ ｨｰ0806ｨｺｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｺｨ ｨ ｨｨ07 ｨｬ02030ｨｮ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 09ｨｰ0806ｨｺｨｨ 06ｨｰ 006 i ｨC ｨｰ0806ｨｺｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ, ｨｨ0406ｨ 08ｨ 0302ｨｪｨｪ06ｨｦ ｨｪｨ 08ｨｨ09ｨｮｨｪｨｺ02 4, ｨｨ, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨｨｰｨｹ, 0708ｨｨ ｨｪ04 ｨｪｨ 08ｨｨ ｨｮｨｪｨｺｨｰｨｨ08ｨｪ04ｨｬｨｨ 05ｨｨｨｪｨｨ07ｨｬｨｨ. 04ｨｨ ｨ 05ｨｨ ﾂｨｨ ｨｦ (07ｨｮｨｪｨｺｨｰｨｨ08ｨｪ ｨｨｨｪｨｨｨｨ) 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ, ﾂｨｰ06 09ｨｰ0806ｨｺｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨC ｨｪ ｨｪ04ｨｦ 0008ｨ ｨｨ ｨｬ ｨｺｨｨ 06ｨｺｨ 0302ｨｰ0907, ﾂｨｰ06 ｨｬ02030ｨｮ 009ｨｮｨｬ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 09ｨｰ0806ｨｺｨｨ (ｨｪ06ｨｬ0208ｨ ｨｰ02ｨｺ09ｨｰ0609 z ｨｨ k) ｨｨ ｨｪ02 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ, ｨｰ06000ｨ 09ｨｰ0806ｨｺｨｮ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｰ0806ｨｺｨｨ. 06ｨｰ06 ｨｬ0603ｨｪ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ 04ｨ 009ｨ 03ｨ 00ｨ. 0ｨ ｨｬ 03ｨ ｨｰ0806ｨｺｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ ｨｰ06 0ｨｮｨ 05ｨｨ08ｨｮ02ｨｰ ｨ 09ｨｰ060806ｨｬ 03ｨ ｨｦ 09ｨｰ0806ｨｺ02 ｨｮｨ ｨｨ08ｨ 02ｨｰ0907 (04ｨ ｨｬ02ｨｪ0702ｨｰ0907 ｨｪｨｮ0502ｨｬ) ｨｬ02ｨｪｨｰ ｨｰ02ｨｺ09ｨｰｨ 09 ｨｪ06ｨｬ020806ｨｬ z, ｨ ｨｰ060806ｨｦ 09ｨｰ0806ｨｺ02 ｨC ｨｬ02ｨｪｨｰ ｨｰ02ｨｺ09ｨｰｨ 09 ｨｪ06ｨｬ020806ｨｬ k. 0ｨ 0708ｨｨｨｬ0208, 09ｨｰ0806ｨｺｨ ｨｨ04 08ｨｨ09. 6 ｨｪ02 ｨｨｨｬ0202ｨｰ ｨｨ ｨｬ02030ｨｮ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 09ｨｰ ｨｨ (i ｨC 2)-0006 ｨｰ02ｨｺ09ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ07 09ｨｰ0806ｨｺｨｨ ｨｰｨ ｨｪ ｨｪｨ 08ｨｨ ｨｰ060006, ｨｺｨ ｨｺ ｨ ｨｮ0ｨｮｨｰ ｨｪ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨ, ｨｬ ｨｮ ﾂｨｨｨｬ ｨｪｨ ｨ ｨｰ0806ｨｺ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ0609, ｨｺ06ｨｰ ｨ ｨｮ0ｨｮｨｰ ｨｰｨｹ ｨｪ ｨｪ04ｨｬｨｨ 0008ｨ 00ｨ ｨｬｨｨ ｨｰ02ｨｬ ｨｺｨ ｨｺ 0909ｨｰｨ 09ｨｨｨｰｨｹ ｨｺｨ 030ｨｮ06 09ｨｰ0806ｨｺｨｮ 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮ0ｨ 05ｨｨｨｰｨｹ ｨｨ04 ｨｬｨ ｨｰ08ｨｨ ｨｰ0806ｨｺｨｨ, ｨｺ06ｨｰ ｨｰ ｨｰ0806ｨｺｨ ｨｬｨｨ 0909ｨｰｨ ｨｬ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｰ0806ｨｺ06ｨｦ 0909ｨｰｨ ｨｬ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｰ ｨｰ0806ｨｺｨ, ｨｪ02ｨｪｨｮ (ｨｪ02 07ｨｮ09ｨｰ0402) ｨｬ02ｨｪｨｰ04 ｨｺ06ｨｰ060806ｨｦ ｨ 0ｨ 06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 0909ｨｰｨ ｨｬ06ｨｦ 09ｨｰ0806ｨｺｨｨ. 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｨｨｬ ｨｰ0806ｨｺ. 59

160 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨ 04ｨ ｨｨ02ｨｪｨｨ02 09ｨｰ0806ｨｺｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰｨ ｨｪｨ ｨｰ0806ｨｺｨｨ 0308ｨｨｨｬ ｨｰ0806ｨｺ 05ｨｰ0806ｨｺｨ ; 0; 9; 2; 0; 8; ｨｨｨｬ ｨｰ0806ｨｺ ; 0; 9; 0; 0; 0; 0 0; 0; 0; 2; 0; 8; 4 ; 0; 9; 2 06ｨ ｨ 05ｨｨ02ｨ ｨｰｨ 09ｨｨ09 09 ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｰ0806ｨｺｨｨ ｨｺｨ ｨｪ0ｨｨ0ｨ ｨｰ i-0006 ｨｰ02ｨｺ09ｨｰｨ, ｨｬ ｨｮ ﾂｨｨｨｬ 06ｨ ｨｴｨｮ06 ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨ ｨｨ ｨｰ02ｨｺ09ｨｰ ｨｰ 006 i ｨｪｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨ ｨｪ0609ｨｪ ｨｪｨｨ02, ｨｪｨ ｨｺ06ｨｰ060806ｨｬ 0609ｨｪ ｨ 02ｨｰ0907 ｨｬ02ｨｰ060 08ｨ 09 ﾂ02ｨｰｨ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ, 04ｨ ｨｺ0506- ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨ ｨｴ02ｨｪｨｨｨｨ ｨｬ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｨｨｪ ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ, ｨｪｨ 07ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｰｨｨ 05ｨｨ09ｨｰｨ 0, 09ｨｺ , ｨ ｨｮ002ｨｰ ｨ ｨｰｨｹ ｨ 0605ｨｹ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ﾂ02ｨｬ ｨｰ02ｨｺ09ｨｰ, ｨｪｨ 07ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 060ｨｪ06ｨｬ 05ｨｨ09ｨｰ ｨｰ06ｨｬｨｮ ｨ ｨｨｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｪ04 ｨｨｨｬ02ｨｰｨｹ ｨ 0605ｨｹ03ｨｮ ｨｪｨｪ0609ｨｰｨｹ. 0806ｨｪ02 ﾂｨｪ06, 05ｨｰ06 ｨｮ ｨｨ02 08ｨ ｨ 06ｨｰｨ 02ｨｰ, ｨｨ 06ｨ ｨ ｨｰ02ｨｺ09ｨｰｨ ｨｪｨ 07ｨｨ09ｨ ｨｪ04 06ｨ 060ｨｪ06ｨｬ 0906ｨ 04ｨｰｨｨｨｨ ｨｨ ｨｰｨ ｨｪ04 ｨｺ ｨｺｨｰｨｪ06, ｨｰ ｨｰｨｹ ｨｪ ｨ ｨｰ ｨ ｨｬ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ ｨ ｨｺ ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 02ｨｴ02 ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 03ｨｪ040 ｨｬ06ｨｬ02ｨｪｨｰ0609, ｨｺ06ｨｰ ｨｪ0706ｨｰ ｨ 08ｨ 09 ﾂ02ｨｰｨ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ , 0506ｨ 0402 ｨｪ020902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004, ｨｰ ｨｰｨｹ ｨｬ02ｨｰ06004, ｨｺ06ｨｰ ｨｪ02 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｬ ｨｬ, ｨｪ02 ｨｬ0600ｨｮｨｰ ｨｮｨｺｨ 04ｨ ｨｰｨｹ ｨｪｨ 09ｨ 03ｨｪ0609ｨｰｨｹ ｨｰ020 ｨｨ05ｨｨ ｨｨｨｪ040 ﾂｨ 09ｨｰ02ｨｦ ｨｰ02ｨｺ09ｨｰｨ, ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ ｨ ｨ 0502ｨｪｨｪ06. 04ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ060 ｨｪ02 ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪｨ ｨｪ0609ｨｰｨｨ ｨｰｨ 09ｨｹｨｰ02 ｨｰ02ｨｺ09ｨｰ ｨｪｨ ｨ 08ｨ ｨ 09ｨｺ06ｨｬ ｨｺ ｨｪ02 09ｨｬ060302ｨｰ ｨｨｨｰｨｹ 09 ｨｪ02ｨｬ 09ｨ 03ｨｪ0402 ﾂｨ 09ｨｰｨｨ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｰ0605ｨｹｨｺ06 06ｨ ｨｴｨｨ0 04ｨｪｨ ｨｪｨｨｨｦ ｨｺ02, ｨｪ02 ｨｨｨｬ0207 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨ ｨｰ06ｨｬｨｮ 09ｨ 03ｨｪ0402 ﾂｨ 09ｨｰｨｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 09 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬ02ｨｰ060ｨ ｨｰ0907 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ﾂｨ 09ｨｰ06ｨｰ ｨｰ0802 ﾂｨ 02ｨｬ0609ｨｰｨｨ 05ｨｰｨｨ0 ﾂｨ 09ｨｰ02ｨｦ ｨｮ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰ , ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 ｨｨ04 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨｨｨｬ0202ｨｰ 08ｨ 04ｨｪｨｮ ｨｪｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ 0002ｨｪｨｰ09ｨｰ09ｨ ｨｰｨｨ03 ｨ ｨｮ002ｨｰ ｨ ｨｪｨｪ04ｨｬ, ﾂ02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 09 ｨ ｨ 0609ｨ ｨｪｨ 0609ｨ ｨｪ0609ｨｨ ﾂｨ. 0906ｨｰ ｨｪｨｪ0609ｨｰｨｹ ｨC 0706ｨｪ07ｨｰｨｨ02 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹ- ｨｪ0602, ｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ00ｨ 0609ｨ ｨｪｨ 0609ｨ ｨｪ0609ｨｨ ﾂｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 09 ｨ ｨ ｨｰｨ ｨｰ ｨ 0605ｨｹ03ｨｮ ｨｪｨｪ0609ｨｰｨｹ. 00-ｨｰ0802ｨｰｨｹｨｨ0, ｨｪ02ｨｺ06ｨｰ ｨ ｨｴ02ｨｪｨｨ07 ｨｬ0600ｨｮｨｰ 0ｨｮｨ 05ｨｨ080609ｨ ｨｰｨｹ 060ｨｪｨｮ ｨｨ ｨｰｨｮ 0302 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06. 0ｨ 0708ｨｨｨｬ0208, ｨ ｨｴ02ｨｪｨｨ02 ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨ ｨｪｨｨ02. 06ｨ ｨｺ0602 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪ ｨｪ ｨ ｨｰｨｹ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨｮ ｨｪｨｪ0609ｨｰｨｹ ｨ ｨｴ02ｨｪｨｨ ｨｰ06ｨｬｨｮ ｨ ｨｴ02ｨｪｨｨ02 00ab ｨｪ06 ｨｨｨｬ02ｨｰｨｹ ｨｰｨ ｨｺｨｮ ｨｪｨｪ0609ｨｰｨｹ, ｨｺｨ ｨｺ ｨｨ ｨ ｨｴ02ｨｪｨｨ02 00aab03 ｨｨ05ｨｨ 00aba03. 02ｨ ｨｴｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ ｨｨ07 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨ 0909 ﾂｨｨｨｰｨ ｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨ ｨｪｨｪ ｨｪｨｨｨｦ. 03ｨｮ09ｨｰｨｹ ｨ ｨｪ ｨ ｨｪｨ 05ｨｨ ｨｪｨｪ0609ｨｰｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｨ ｨｺｨ 03006ｨｬｨｮ ｨｨ04 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609 ｨ ｨｨ ｨｪ06 ｨｪ0206ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ0602 ﾂｨｨ090506, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨｮ ｨｪｨｪ0609ｨｰｨｹ ｨｮ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ0609: [k ; k 2 ;...; k nｨc ; k n ], k i ｨC 0202ｨｪｨｪ0609ｨｰｨｹ i-0006 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ; n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨｮ09ｨｰｨｹ ｨｪ0206ｨ 0060ｨｨｨｬ ﾂｨｨ0905ｨｨｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｹ i-0006 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨｰｨｹ 09 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07 09ｨｰ0806ｨｺｨｨ, 09 ｨｺ06ｨｰ i-ｨｦ 09ｨｰ0605ｨ 0202 ｨｨｨｬ0202ｨｰ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ04, ｨｨ ﾂｨｨｨｰｨ ｨｰｨｹ ｨ 08ｨ ｨｪｨｪ040 09ｨｰ0806ｨｺｨ 0 ｨｬｨ ｨｰ08ｨｨ0204 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｺｨ 03006ｨｬ 09ｨｰ0605ｨ ｨｨ 05ｨｰ06ｨｬ ｨｺｨ 03004ｨｦ ｨｬ02ｨｪｨｰ 09ｨｰ0605ｨ 02ｨ 09 ﾂｨｨｨｰｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 060ｨｨｨｪ 08ｨ 04, 09ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰ060006, 09ｨｺ0605ｨｹｨｺ06 08ｨ 04 06ｨｪ 0909ｨｰ0802 ﾂｨ 02ｨｰ ｨｰ0605ｨ ｨ ｨｰ02ｨｬ ﾂｨｨｨｰｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｮｨｬｨｪ0603ｨ 06ｨｰ0907 ｨｪｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｮ06 09ｨｰ0605ｨ 02ｨｮ 0202ｨｪｨｪ0609ｨｰｨｹ ｨｨ 09ｨｺ05ｨ 00409ｨ 06ｨｰ0907 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ. 0207ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ﾂ02ｨｰｨ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 09 09ｨｨ ｨｬｨｮ0504: Value = ﾆ n ( Number( Rows( i), j) 66k ), i j (4) j = Value i ｨC 0202ｨｪｨｪ0609ｨｰｨｹ i ｨ ｨｴ02ｨｪｨｨ07; j ｨC ｨｪ06ｨｬ ｨｰ0605ｨ 02ｨ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07; Rows(i) ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨ ｨｴｨ 02ｨｰ ｨｬｨ 0909ｨｨ09 ｨｪ06ｨｬ ｨｰ0806ｨｺ, 09 ｨｺ06ｨｰ i ｨ ｨｴ02ｨｪｨｨ02 ｨｨｨｬ0202ｨｰ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ04; Number(Mas, j) ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨ ｨｴｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｰ0605ｨ 02ｨ j 09 09ｨｰ0806ｨｺｨ 0 Mas. 07 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｪｨｨ02 ｨｺｨ ｨｬ02ｨｪｨｰｨ. 60

161 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 06ｨ ｨｺ06ｨｦ ﾂ02ｨｰ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ, ﾂｨｰ ｨｨ ｨ ｨｴ02ｨｪｨｨ02 00ab03 ｨｨ ｨｨｨｬ0202ｨｰ ｨ 0605ｨｹ03ｨｮ ｨｪｨｪ0609ｨｰｨｹ ﾂ02ｨｬ, ｨ ｨｴ02ｨｪｨｨ02 00ac03, ｨｰ06 06ｨｪ06 ｨｰｨ ｨｺ0302 ｨ ｨｮ002ｨｰ ｨ ｨｪｨｪ04ｨｬ ｨ 09ｨｪ02ｨｪｨｨ ｨ ｨｴ02ｨｪｨｨ02ｨｬ 00aaac03. 06ｨ ｨｺ ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨｨｪ0ｨｨ09ｨｨ0ｨｮｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ﾂ02ｨｰｨ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨ 09ｨｨｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｨ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ﾂｨｰ02ｨｪｨｨ07ｨｬｨｨ ｨｹ040609ｨ ｨｰ ｨｨ ﾂ02ｨｬ, ｨｨ 06ｨｪ ｨｪ ﾂ02ｨｰ ｨｹ040609ｨ ｨｰｨｹ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ ｨｨ04 ｨｺｨ ｨｺ ｨｪｨｨｨ ｨｮ0ｨｹ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ, ｨｰ06 ｨｬ0603ｨｪ ｨｰ ｨｨ08ｨ 09ｨｪ07ｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｹ 05ｨｰ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ｨｺ ｨｪｨｮ0506, ｨｨ ｨｰ06000ｨ ｨ ｨｴ02ｨｪｨｨ07 ｨｨ04 05ｨｰ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨ ｨｪ02 ｨ ｨｮ0ｨｮｨｰ 0905ｨｨ07ｨｰｨｹ ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ ﾂ02ｨｰｨ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰｨ ｨｰ06 ﾂｨｪｨ ｨｪｨｪ0609ｨｰｨｹ 020ｨｪｨｨｨｬ ｨｨ ｨ 09ｨｪ ｨｰ06ｨｨｨｪ09ｨｰ09 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 0904 ﾂｨｨ090507ｨｰｨｹ 0609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪｨｪ0609ｨｰｨｨ ｨｪ ﾂｨｨｨｰｨ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ. 06ｨｰ ｨｰ ｨｪｨｨ09ｨ ｨｰｨｹ, ｨｺｨ ｨｺｨｨ02 ｨｪ ﾂｨｨｨｰｨ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｮ ｨ ｨｰ ｨｪ0609ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｪ ｨｮ ﾂｨｨｨｰｨ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｰ060006, ｨｬ0603ｨｪ06 ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｦｨｰｨｨ ｨ ｨｴ02ｨｪｨｨ07 09 ｨｪ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ, ｨｪ06 ｨｨ 0706ｨｪ07ｨｰｨｹ, ｨｺｨ ｨｺｨｨ02 ｨｨｨｬ02ｨｪｨｪ06 ﾂｨ 09ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨｰ 05ｨｰｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06. 02ｨ ｨｴｨｨｨｦ ｨ ｨｨｨｰｨｬ ﾂ02ｨｰｨ 0609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨｪｨ ｨｨ ﾂ02ｨｪ 0607ｨｨ09ｨ ｨｪｨｪ06ｨｬｨｮ ｨｮｨｴ02ｨｬ 07ｨ 08ｨ 0008ｨ ｨｨｨｪ09ｨｰ0902ｨｪｨｪ ｨｰ05ｨｨ ﾂｨｨ02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ﾂ02ｨｰ06ｨｬ 0609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ 0202ｨｪｨｪ0609ｨｰｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨ09ｨｺ0506 ﾂｨｨｨｰｨｹ ｨｨ04 ｨｬｨ ｨｰ08ｨｨ ｨｰ0806ｨｺｨｨ, ｨｺ06ｨｰ ｨｨｨｬ0206ｨｰ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｰ0605ｨ 02ｨ 0, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ﾂｨｨｨｰｨ ｨｪｨｪ04ｨｬ ｨ ｨｴ02ｨｪｨｨ07ｨｬ. 0207ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ﾂ02ｨｰｨ 0609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ 0202ｨｪｨｪ0609ｨｰｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ 09 09ｨｨ ｨｬｨｮ0504: RValue = ﾆ n ( Number( Rows( i, MinusRows), j) 66k ), i j (5) j = RValue i ｨC 0609ｨｰｨ ｨｰ06 ﾂｨｪｨ ｨｪｨｪ0609ｨｰｨｹ 0202ｨｪｨｪ0609ｨｰｨｹ i ｨ ｨｴ02ｨｪｨｨ07; j ｨC ｨｪ06ｨｬ ｨｰ0605ｨ 02ｨ 06ｨ ｨｴ02ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ07; MinusRows ｨC ｨｬｨ 0909ｨｨ09 09ｨｰ0806ｨｺ, 09 ｨｺ06ｨｰ ﾂｨｨｨｰｨ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ07 ｨｨｨｬ0206ｨｰ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ04; Rows(i, MinusRows) ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨ ｨｴｨ 02ｨｰ ｨｬｨ 0909ｨｨ09 ｨｪ06ｨｬ ｨｰ0806ｨｺ, 09 ｨｺ06ｨｰ i ｨ ｨｴ02ｨｪｨｨ02 ｨｨｨｬ0202ｨｰ ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ04, ｨｨ09ｨｺ0506 ﾂｨ 07 09ｨｰ0806ｨｺｨｨ MinusRows; Number(Mas, j) ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨ ｨｴｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ02ｨｪｨｮ ｨｬ02ｨｪｨｰ ｨｰ0605ｨ 02ｨ j 09 09ｨｰ0806ｨｺｨ 0 Mas. 07 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｪｨｨ02 ｨｺｨ ｨｬ02ｨｪｨｰｨ. 0ｨ 08ｨｨ ｨｨ ｨｪｨ 09002ｨｬｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 0008ｨｮ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｰｨｨ 0906ｨ 04ｨｰｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨｨｨ 0708ｨｨｨｪｨｨｨｬｨ 05ｨｨ ｨｮ ﾂｨ 09ｨｰｨｨ ｨｰｨｹ ﾂ ｨｺ, ｨｺ06ｨｰ ｨｪｨｨ09ｨ 05ｨｨ ｨｺｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｪ06ｨｬｨｮ ｨｨ04 ｨｺ08ｨｨｨｰ0208ｨｨ ｨ ｨ 0505ｨｹｨｪ06ｨｦ 03ｨｺｨ ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨｨｨ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ02, 0906ｨ 08ｨ ｨｪｨｪ0602 ｨｨ04 ｨｺｨｮ09ｨｺ ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｪｨｨ09ｨ ｨｹ 0706 ｨｰ0802ｨｬ ｨｺ08ｨｨｨｰ0208ｨｨ07ｨｬ: 6ｦ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ﾂｨ 09ｨｰ02ｨｦ ｨ ｨｴ02ｨｪｨｨ07 (060202ｨｪｨｺｨｨ: 06 ﾂ02ｨｪｨｹ , , ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ06, , 06ｨｰ05ｨｨ ﾂｨｪ06). 6ｦ ｨｨ ﾂ0209ｨｰ ｨｰ060802ｨｪｨｨｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (060202ｨｪｨｺｨｨ: 06 ﾂ02ｨｪｨｹ ｨｬｨｪ060006, ｨｬｨｪ060006, ｨｪ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906, ｨｬｨ 0506, 06 ﾂ02ｨｪｨｹ ｨｬｨ 0506). 6ｦ ｨｨ ﾂ0209ｨｰ ｨｮｨｴ02ｨｪｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (060202ｨｪｨｺｨｨ: 06 ﾂ02ｨｪｨｹ ｨｬｨｪ060006, ｨｬｨｪ060006, ｨｪ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906, ｨｬｨ 0506, 06 ﾂ02ｨｪｨｹ ｨｬｨ 0506) ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ04ｨｬ02ｨｪ0705ｨｨ09ｨｹ ｨｮ06ｨｴｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ0804: 6ｦ ｨｪｨｺｨ ｨ ｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ (005ｨｨｨｪｨ, 03ｨｨ08ｨｨｨｪｨ ｨｨ 04ｨ ｨｪ02ｨｪｨｨ02 06ｨｺｨｪｨ ). 6ｦ 0ｨ ｨ 0608 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ( ｨ, 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402 ｨｨ 0005ｨ , ｨｰ0605ｨｹｨｺ06 09ｨｮｨｴ0209ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0402). 6ｦ 04ｨ 04ｨｬ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｬ040 ﾂｨ 09ｨｰ02ｨｦ ｨｰ02ｨｺ09ｨｰ0609 (ｨ ｨ 04ｨ 02, ｨｪｨｨ02) ｨｪｨｨ02 06 ｨｰ06ｨｬ, ｨｺｨ ｨｺｨ 07 ﾂｨ 09ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｰ ｨｪ0609ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, 0708ｨｨｨｪｨｨｨｬｨ ｨｹ ｨｮ06ｨｴ02ｨｬｨｮ 0708ｨｨｨｪ02ｨｨ07ｨｮ ｨｨ ﾂｨ 09ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｰ ｨ 0605ｨｹ0302 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ , ｨｺ06ｨｰ ｨｪｨ ｨｰ ｨｪ02ｨｮ0ｨ 0502ｨｪｨｪ040 09ｨｰ0806ｨｺｨ 0 ｨｬｨ ｨｰ08ｨｨ0204, ﾂ02ｨｬ , ｨｺ06ｨｰ ｨｪｨ ｨｰ ｨｮ0ｨ 0502ｨｪｨｪ040 09ｨｰ0806ｨｺｨ 0 ｨｬｨ ｨｰ08ｨｨ0204 (ｨｰ ｨ ｨｪ ｨｰｨ ｨｪｨｪ04ｨｬｨｨ ｨｹ040609ｨ ｨｰ ﾂｨ 09ｨｰ07ｨｬｨｨ 008ｨｮ00ｨｨ0 ｨｰ02ｨｺ09ｨｰ0609), ｨｰ06 ｨｰｨ ｨｺｨ 07 ﾂｨ 09ｨｰｨｹ ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｰ ｨｪ0609ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 ｨｨ ｨｰｨ ｨｰ ｨｹ040609ｨ ｨｰ ｨ 03004ｨｦ ｨｨ04 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｪｨｨ09ｨ ｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ 060ｨｪ ｨｨ04 07ｨ 08ｨ ｨｬ02ｨｰ080609, 0609ｨｰｨ 05ｨｹｨｪ ｨ 08ｨ ｨｬ02ｨｰ ｨｨ 05ｨｰ06ｨｬ ｨｪ02 ｨｬ02ｨｪ0705ｨｨ09ｨｹ ｨｮ ﾂ02ｨｪｨｪ ｨｪｨｺｨｨ ｨｨ05ｨｨ09ｨｹ 09 ｨ ｨ ｨｰ 060ｨｪ ｨｰｨｨ, ｨｨ 0904 ﾂｨｨ ｨｪｨｨｨｦ ｨ ｨ ｨ 08ｨｨ ｨｨ ｨｪｨ ｨｪ ｨｪｨｺｨ 0706 ｨｺｨ 03006ｨｬｨｮ ｨｨ04 ｨｺ08ｨｨｨｰ0208ｨｨ0209, 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 08ｨ 04ｨｬ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｬ040 ﾂｨ 09ｨｰ02ｨｦ ｨｰ02ｨｺ09ｨｰ ｨ 00ｨｨｨｺｨ 09ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ ｨｰｨ ｨｪ ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｪｨｨ07ｨｬ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ ｨｨ ｨｮ09ｨｺ0609 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ( ｨｺｨｨ ｨｪｨｺｨｨ), ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｰ02ｨｺ09ｨｰ 06ｨ ｨｴ ｨ ｨｴ02ｨｪｨｨ07 09ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨｬ02ｨｪ ｨ ｨ ｨｪｨｪ04ｨｬ. 0ｨ 08ｨｨ09. 9 ｨｨ0406ｨ 08ｨ 0302ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｪｨｨ09ｨ 02ｨｬ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｰ 09ｨｰ ｨｰｨｨ ｨｪｨｺｨｨ ｨ ｨｨ07, ｨｰ ｨｰｨｹ 06ｨｰ 08ｨ 04ｨｬ ｨｨ 04ｨ ｨｪ02ｨｪｨｨ07 06ｨｺｨｪｨ 0708ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ 009ｨｮ0 ｨｰ02ｨｺ09ｨｰ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨ 08ｨ ｨｪ06 ｨｰ08ｨｨ 06ｨｺｨｪｨ (005ｨｨｨｪｨ ｨｺ06ｨｪ 060ｨｨｨｪｨ ｨｺ0609ｨ 07 ｨC ): 6ｦ 0704ｨｺ ｨｺｨｪ ｨｪｨｰｨｪ04ｨｬ 04ｨ ｨｪ02ｨｪｨｨ02ｨｬ (09ｨｰ080600ｨ 07). 6ｦ 02ｨｺｨｪ ｨｪ02ｨｦ 03ｨｨ08ｨｨｨｪ ｨｪｨｰｨｪ04ｨｬ 04ｨ ｨｪ02ｨｪｨｨ02ｨｬ ( ｨｪ0707). 6ｦ 0ｨｨ0806ｨｺ ｨｺｨｪ ｨｪｨｰｨｪ04ｨｬ 04ｨ ｨｪ02ｨｪｨｨ02ｨｬ (ｨｬ0700ｨｺｨ 07) ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨ 0706ｨｺｨ 04ｨ 05ｨｨ, ﾂｨｰ ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨｨｨ 09ｨｰ ｨｰｨｨ ｨｪｨｺｨｨ ｨ ｨｨ07 ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ ｨｨ ｨｮ09ｨｺ0609, ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ02 09ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨｬ02ｨｪ ｨ ｨ ｨｪｨｪ04ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪｨ ｨ 0608ｨｮ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｨ ｨｪ04 ｨｪｨ 08ｨｨ ｨｪｨｨ 0706ｨｺｨ 04ｨ 05ｨｨ, ﾂｨｰ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｬ ｨ ｨｬ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ﾂｨ 09ｨｰ02ｨｦ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ , ﾂ02ｨｬ 0708ｨｨ 0904ｨ ﾂｨ 09ｨｰｨｨ 0802 ﾂｨｨ. 06ｨｰ ｨｨ090060ｨｨｨｰ, ｨｪ0609ｨｪ06ｨｬ 04ｨ 09 ﾂ02ｨｰ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ07 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 0ｨ ｨｪｨｪ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ04 ｨｪｨ ｨｬｨ 0502ｨｪｨｹｨｺ06ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0902 ｨｰ0209ｨｰ ｨｬｨ ｨｰ0208ｨｨｨ , ｨｰ06ｨｬｨｮ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨｪ ｨｰ0209ｨｰｨｨ080609ｨ - 6

162 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｬｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ 04ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 08ｨ 04ｨｬ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｬ ｨ 00ｨｬ02ｨｪｨｰ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 09ｨｰ ｨｰｨｨ ｨｪｨｺｨｨ ｨ ｨｨ07 62

163 ｨｨｨｺｨｺ06ｨｪ02ｨｪ. 0709ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪ0209ｨｰｨｨ 03ｨｨ0806ｨｺｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ 0706 ｨｨ ｨ ｨｪｨｨ ｨｮ ｨｪ ｨｰ02ｨｦ ( ｨｪｨｨ ｨｮ0707, ｨｪｨｨ ｨｰｨ 09ｨｪ040 ｨｪ ｨｰ02ｨｦ, ｨｰｨ ｨｪｨｨ ｨ ｨｰ0609, ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ). 0209ｨｪ0609ｨｪ04ｨｬ ｨｪ ｨｰｨ ｨｰｨｺ06ｨｬ ｨｰ ｨｬ02ｨｪｨｪ ｨ ｨｰ08ｨ ｨｰ04 ｨｪ0206ｨ 0060ｨｨｨｬ0402 ｨｪｨ ｨｰｨ ｨｪｨｨ02 06ｨ 0302ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｨ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｪ ｨｰ02ｨｦ ｨｨ0906ｨｺ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｪｨ ｨ 0608ｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ ｨｪｨｨ07 ｨｬ0600ｨｮｨｰ 06ｨｰ05ｨｨ ﾂｨ ｨｰｨｹ ｨｰ ｨｮ ﾂ02ｨｪｨｪ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ 0405ｨ 04ｨ ｨｬ02 ﾂ02ｨｪｨ ｨ 0605ｨｹ03ｨ 07 08ｨ 04ｨｪｨｨ02ｨ ｨｪｨｺｨ 0 ｨｬ02030ｨｮ ｨｮ0707ｨ ｨｬｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｰ06ｨｬｨｮ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｪ06ｨｺ ｨｪｨ ｨｰ0907 ｨｪｨ ｨｮ080609ｨｪ02 ｨｰ08020 ｨ ｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｰ ｨｰｨｹ ｨｮ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, 06ｨｰｨｪ060907ｨｴｨｨ00907 ｨｺ 060ｨｪ06ｨｬｨｮ 0906ｨ 04ｨｰｨｨ06, 09ｨ ｨｬ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ02 ｨｨ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨ 05ｨｹｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨ ｨｴｨｨ02 ｨｪ ｨｺｨ 06ｨｴｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｪ ｨｮ ｨｪ0609ｨｪ ｨ ｨｴ02ｨｪｨｨ ﾂ02ｨｰ 0202ｨｪｨｪ0609ｨｰ02ｨｦ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｨｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ 0202ｨｪｨｪ0609ｨｰ02ｨｦ ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺ ｨ ｨｴ02ｨｪｨｨｨｦ. 0002ｨｰ ｨｰ ｨｨｨｪ0ｨｨ09ｨｨ0ｨｮｨ 05ｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨ 0608ｨ 09ｨ ｨｬ ｨｪｨｪ ｨ ｨｴ02ｨｪｨｨ ｨｰｨ ｨｪｨｨ02 09ｨｬ0209ｨｰ ｨ ｨｬ04ｨｬ 0202ｨｪｨｪ04ｨｬ ｨ ｨｴ02ｨｪｨｨ02ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｰｨ 05ｨｹｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ (09 ｨｪ060906ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ), ｨｰ ｨ ｨｰｨｨ09ｨｪ ｨｪｨｨｨｰｨｹ ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨ 04ｨｰｨｨｨｨ, ｨｪ ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨ07, ﾂｨｰ06 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 05ｨｺ06ｨｪ06ｨｬｨｨｨｰ ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｰ0209ｨｰ ｨｰ ｨｨ05ｨｨ 0603ｨｨ0ｨ 02ｨｬｨｮ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨ ｨ ｨｪｨｪ0609ｨｰｨｨ ﾂｨ 09ｨｰ02ｨｦ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ07 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｮ09ｨｺ0609 ｨｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. ﾁｨｰ06ｨ 04 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｰｨ ｨｪｨｪ06ｨｬ ｨ ｨｴ02ｨｪｨｨｨｨ ｨ 0405ｨ ｨ ｨ ｨ ｨｪｨｪ06ｨｦ ｨｨ 04ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ06ｨｦ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｰｨ ｨｰｨｹ 05ｨｰ ｨ ｨｴ02ｨｪｨｨ02 ｨｨ04 ｨ ｨ 04ｨ ｨｨ090060ｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ, ｨｪ ｨｨ 05ｨｰ06ｨｬ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ0907 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｮ09ｨｺ0609 ｨｨ ｨｰ ｨｮ ﾂｨ 02 08ｨ 04ｨ ｨｨ02ｨｪｨｨ07 ｨｨ090060ｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨｪ02 ｨｪｨ ｨ ｨ 04ｨ 0204, ｨ ｨｪｨ ｨｪｨｨ07, ｨｺｨ ｨｺ ｨｨ 0603ｨｨ0ｨ ｨｹ, ｨｮ0ｨｮ003ｨ 02ｨｰ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ﾂｨ 09ｨｰ02ｨｦ ｨｨｨｰ ｨ ｨｴ02ｨｪｨｨ07, ｨ 09 ｨｪ02ｨｺ06ｨｰ ｨｮ ﾂｨ 070, ｨｪｨ ｨ 05060ｨ 02ｨｰ0907 ｨｪ0204ｨ ｨｺ06ｨｪ ﾂ02ｨｪｨｪ0609ｨｰｨｹ ｨｬ040905ｨｨ ｨｰｨ 09ｨｪ040 ﾂｨ 09ｨｰ ｨｬ, ｨｨｨｰ0600ｨｨ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｬ0603ｨｪ06 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｨｮ ｨｰ090608ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ ｨｰ06ｨｨｨｪ09ｨｰ09ｨ ｨｬ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｬ0603ｨｪ06 06ｨｰ- [] 02ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ 0209ｨｰ0209ｨｰ0902ｨｪｨｪ06ｨｬ ｨｺ ｨｪ09ｨｰｨ ｨｪｨｰｨｨｨｪ ｨｪ ｨｰｨｺ0804ｨｰ ｨｨ09ｨｰ02ｨｬ04 #2/2003 ( [2] 0806ｨｬ07ｨｹ06ｨｰ0208ｨｪｨ 07 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨ ｨｨ ｨ ｨｪｨ 05ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨ ｨｺ ｨｨ #09/2002 ( 09/63968/) [3] ｨｺ ｨｪｨｨ06 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ 09 ｨｪ ｨｰｨｪ040 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬｨ ｨ ｨｪ005, ｨ 08ｨｬ06009ｨ 05, , ｨｨｨｦ09ｨｺｨ 07 ｨｺ06ｨｪ ｨｪ02ｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ: ｨｺｨｰｨｨ09ｨｪ0402 ｨｬ02ｨｰ06004 ｨｨ ｨｰ020ｨｪ ｨｨｨｨ, ｨｺｨｰ0806ｨｪｨｪ0402 ｨｺ ｨｺ02ｨｨｨｨ03, ｨC 05ｨｮ040ｨ 05ｨｹ, ｨｨ07, [4] 0202ｨｰ02ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ02 ｨｬｨ ｨ ｨｺ ｨｪｨ 08ｨｪ002ｨｺ ﾂｨｰ02. 05ｨｰｨ ｨｰｨｹ07 ( 5932&discuss=32&return=). [5] 08ｨ ｨｺ 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪ ｨｪ002ｨｺ ｨｰｨｨ. 0605ｨｹ ｨ ｨｨ ﾂ, 00ｨｨ0ｨ ｨｨ05 00ｨ , 0202ｨｪｨｨ09 0ｨ ｨｪ0609. ( company.yandex.ru/articles/smi-mirror.html) [6] 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｰ02ｨｺ09ｨｰ ｨｺ09ｨ ｨｪ008 09ｨ 0805ｨ ｨｬ ｨｰｨｺ0804ｨｰ ｨｨ09ｨｰ02ｨｬ04 #0/2002 ( [7] ｨｬｨｨ080609ｨ ｨｪｨｨ ｨｮ09ｨｺｨ ｨｪ ｨｰ02ｨｦ ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨｨｰ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ｨ ｨｦｨｺｨｨｨｪ , ｨｪ ( Elimination of redundancy and duplication of plots of news messages Arthur Nikkonen The analysis of existing methods of processing of the news messages published in a network the Internet, has shown, that now the problem of redundancy and duplication of plots of news messages is solved by splitting news messages into the groups describing one event, and granting to the user of the best message of group. Lack of such approach consists that the user doesn ｯt receive the information which contains in other messages of group and doesn ｯt enter into the best message. The offered method of elimination of redundancy and duplication of news plots is based on paired comparison of all messages of each group, to revealing of textual affinity between parts of messages and to formation on the basis of the received data of a matrix. The received matrix allows to allocate from group of messages the fragments with nonrecurring information and to form the final message. Testing of the given method has given satisfactory result which, as a whole, has coincided with expected. A number of problems which decision demands additional researches has been revealed, of basic of which inconsistency of parts of the final message and incompleteness think in separate parts. 63

164 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ﾂｨｪｨｨｨｺ ｨｪ09ｨｰｨｨｨｰｨｮｨｰ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ ｨｹ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ08ｨ ｨｨｨｦ09ｨｺ06ｨｦ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｪｨ ｨｮｨｺ ﾁｨｮｨｦｨｺ06 06ｨｪ09ｨｰｨｨｨｰｨｮｨｰ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ ｨｹ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ08ｨ ｨｨｨｦ09ｨｺ06ｨｦ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｪｨ ｨｮｨｺ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ07 020ｨｪｨ ｨｨ ｨ 0502ｨｬ 0706ｨｨ09ｨｺ ｨ ｨｨｨｰｨｬ0609, ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ0 ｨｪｨ 05ｨｨ ﾂｨｨ02 09ｨｪ0203ｨｪｨｨ ｨｺ ｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ05ｨｨ 09ｨ ｨｦｨｰ, 04ｨ ｨｺ0506- ﾂｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ 07ｨｮｨｰ02ｨｬ 06ｨ ｨｬ02ｨｪｨ ｨｺｨ ｨｬｨｨ. 0209ｨｪ0609ｨｪ06ｨｦ ｨｹ06 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ0907 ｨｨ ｨ ｨｪｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ040 00ｨｬｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ040 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ0903 ｨｪｨ 0609ｨｪ ｨｮ ｨ 00ｨ 02ｨｬ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ, 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｺ06ｨｰ ｨｰ08ｨ ｨｺｨｰｨｮ02ｨｰ0907 ｨｺｨ ｨｺ ｨ ｨ ｨｪｨｪ ｨｪｨｨ ｨ ｨｪｨｨ07, ｨｪｨｪ0402 ｨｪｨ ｨ ｨ ｨｰｨ ｨｪｨｪ ｨｪ002ｨｺ0906ｨｬ 00609ｨｰ0008ｨ 00ｨ, ｨｨ05ｨｨ 00608ｨ ｨ 06ｨｰｨ ｨｰｨｹ 0ｨ ｨｪｨｪ0402 ｨｬ ｨｨ, 0708ｨｨｨ 05ｨｨ04ｨｨ09 ｨｨ0 ｨｺ 0802ｨ 05ｨｹｨｪ06ｨｬｨｮ 0607ｨｨ09ｨ ｨｪｨｨ ｨｪｨｨ ｨ ｨｴ0209ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｪｨｨ07 009ｨ 002ｨ ｨｰｨｨ ｨ ｨｴ0209ｨｰ09, 06ｨｰ06ｨ 08ｨ ｨｪｨｪ040 05ｨｺ ｨｰｨｪ04ｨｬ ｨ 06ｨｬ, ｨｨ05ｨｨ ｨ ｨｴ0209ｨｰ09, ｨｪｨｨ02ｨｬ, ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨｺ ｨ ｨ ｨｪｨｪ06ｨｬｨｮ ｨｪｨｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ 020ｨｪｨ ｨｨ ｨ 0502ｨｬ 0706ｨｨ09ｨｺ ｨ ｨｨｨｰｨｬ0609, ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨ0 ｨｪｨ 05ｨｨ ﾂｨｨ02 09ｨｪ0203ｨｪｨｨ ｨｺ ｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ05ｨｨ 09ｨ ｨｦｨｰ, 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ 07ｨｮｨｰ02ｨｬ 06ｨ ｨｬ02ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨ 0502ｨｬ04 06ｨ 04 ﾂｨｪ06 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｰｨ ｨｺｨｨ ｨ 04, ｨｺｨ ｨｺ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02 09ｨ ｨｦｨｰ0609 ｨｨ04 ｨｨｨｪ002ｨｺ09ｨ, ｨｪｨ ｨｪｨｨ02 00ｨｨ05ｨｹｨｰ08ｨ ｨｪｨ ｨｨ ｨｴｨｨ ｨｺｨｨ 09 09ｨ ｨｦｨｰ0609 ｨｨ ｨｪｨ ｨｺ06, 06ｨ ｨｬ02ｨｪ ｨｺｨ ｨｬｨｨ, 0ｨ 0302 ｨｨ ｨｪ06ｨｦ, ｨｪ ｨ ｨｰ0907 ｨｪｨ ｨｺ08ｨｮｨｰｨｺ06ｨｦ ｨC ｨｬｨｪ0600ｨｨ ｨ 00205ｨｹ ｨ ｨｦｨｰ ｨ ｨｬ02ｨｪｨｨ09ｨ 06ｨｰ ｨｺｨ ｨｬｨｨ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06 ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ04ｨｬｨｨ ｨｮ0809ｨ ｨｬｨｨ ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 ｨｨ ｨｪ02 04ｨ 0905ｨｮ03ｨｨ09ｨ 06ｨｰ 03ｨｰ08ｨ 00ｨｪ040 09ｨ ｨｪｨｺ02ｨｨｨｦ. 00 ｨｺｨ ﾂ0209ｨｰ ｨ ｨ 06ｨｰ ｨｨ04 05ｨｰ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ0603ｨｪ ｨｨ090209ｨｰｨｨ 08ｨ ｨ 06ｨｰｨｮ [7], ｨｴ02ｨｪｨｪｨｮ06 08ｨ 09 ﾂ02ｨｰｨ ｨｬ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ, ｨｨ [6], 09 ｨｺ06ｨｰ060806ｨｦ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｲ02ｨｺｨｰｨ ｨｨ ｨ ｨｪｨｨ ｨｪ04 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨｬｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ 03, 0708ｨｨｨｬ0208ｨ ｨｬｨｨ ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｨｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ0609, ｨｨｨｪ09ｨｰｨｨｨｰｨｮｨｰ0609 ｨｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ080609, ｨｨ07ｨｰｨｨｨｦ 060ｨｪ06ｨｦ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｨ ｨｰ. 07. (060208ｨｬｨｨｨｪ 00ｨｬｨ ｨ 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｨ ｨｪ02 ｨｨｨｬ0202ｨｰ 06ｨｰｨｪ060302ｨｪｨｨ07 ｨｺ 06ｨ ｨｲ02ｨｬｨ ｨｬ ｨｨｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ ) 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｰ09ｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ07 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨｰｨ ｨｺｨｨ ｨ ｨｴ0209ｨｰ09 ｨｨｨｬ0206ｨｰ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪｨｮ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ ｨ ｨｰｨｹ ｨｨ 002ｨｦ09ｨｰ09ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ｨｨ0 002ｨｦ09ｨｰ09ｨｨｨｦ ｨｬ060302ｨｰ ｨｰ08ｨ ｨｺｨｰ0609ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ ｨｰｨｺｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ ｨ ｨ ｨ 09 ﾂ02ｨｰ 0009ｨｨ05ｨｹｨｪ04003, ｨ ｨｰ06ｨｬｨｮ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｹ ｨｪｨ ｨｨｨｬ02ｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｮ ｨｮ06 00ｨｮｨｪｨｺ02ｨｨ ｨｬｨｨ 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ0907: ｨC 00608ｨ ｨ 06ｨｰｨｺｨ ｨｨ 08ｨ 0409ｨｨｨｰｨｨ02 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨ ｨｴ0209ｨｰ09 09 ｨｮ ﾂ02ｨｰ06ｨｬ 0802ｨ 05ｨｹｨｪ040 0ｨ ｨｪｨｪ040; ｨC ｨ ｨ ｨ 02ｨｨ07 ｨ 0ｨ 07ｨｰｨｨ080609ｨ ｨｪｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ ｨｪｨ 00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｬｨ ｨｰ0208ｨｨｨ 0502; ｨC ｨ ｨｰ0205ｨｹｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ ｨ ｨｴ0209ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰｨ ｨｺｨｨ0 00ｨ ｨｺｨｰ , ｨｺｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨｨｨｪｨ ｨｪ0609ｨｰｨｨ ｨｺ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ. 00 ｨ 09ｨｰ060809ｨｺｨｨ0 08ｨ ｨ 06ｨｰｨ 0 [3, 4] 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ ｨｪｨｰ0208ｨｪ02ｨｰ02, ｨｺ06ｨｰ ｨｬ04 ｨｺ08ｨ ｨｰｨｺ ｨｨ0302ｨｬ ｨｪｨｨ ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ0906 (0ｨ ｨC ｨ ｨｴ0209ｨｰ0906) ｨｮ06ｨｴｨｨｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ: n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ, c i ｨC 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ, c i ﾝ 0,i =, n. m i ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ ｨｺ 06ｨｰ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｪｨ 008ｨｮ00ｨｨ0 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ, m i > 0,6ﾑ6 i =, n ｨｨｨｬ ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｺ X(x ij ), i, j =, n, x ij =, ｨｨ 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ ｨｺｨ 06ｨｰ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｺ j-ｨｬｨｮ, ｨｨ x ij = 0, ｨｨ ｨｺｨｨ ｨｪ02 09ｨｮｨｴ0209ｨｰ09ｨｮ02ｨｰ. 05ｨｨ09ｨｰ02ｨｬｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｨｨｰ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ: x ii = 0,i =, n () x ii = 0,i =, n, j =, n (2) n ﾆ xij ﾜ m i,i =, n (3) j= n ﾆ xij ﾝ,i =, n (4) j= ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 () ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ, ﾂｨｰ ｨｮ0809ｨｮ ｨｪ0205ｨｹ0407 0ｨ ｨｰｨｹ ｨｺｨｮ ｨｪｨ 09ｨ ｨｬ ｨ 07, (2) ｨC ｨｺｨｨ 05ｨｨｨ 06 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ, 05ｨｨｨ 06 ｨｪ02ｨｰ, (3) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ ｨ ｨｪｨｨ ﾂ02ｨｪ06 ｨｪ02ｨｺ06ｨｰ060804ｨｬｨｨ 0802ｨ 05ｨｹｨｪ04ｨｬｨｨ ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ (ｨｪｨ ｨｪ07ｨｺｨ 06ｨｪ06 ｨｬ02ｨｪｨｹ0302 n) ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 (4) ｨｰ 060ｨｨｨｪ ｨｨ ｨｨｨｪ02ｨｨ ｨｺ ｨ ｨｰｨｨ09ｨｪ ｨ : ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ06ｨｬ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｮ0809, ｨｺ06ｨｰ060804ｨｦ 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｨｨｰ ｨｦ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ ｨｮ00ｨｨｨｬｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ, 64

165 ﾂｨｪｨｨｨｺ0609, ﾁｨｮｨｦｨｺ06. 00ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｰ06ｨｬｨｮ 06ｨｰ ｨｪ ｨｪｨ ｨ 04ｨｰｨｹ 006ｨｰ07 ｨ ｨｪｨ ｨｺｨ. 02ｨ 08ｨ ｨｰｨｪ0602, ｨ ｨｴ , ｨｪ02 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ06: ｨｨ 04ｨｪｨ - ﾂｨｨｨｬ0609ｨｰｨｹ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺｨ, ｨｰ06 ｨｪｨ ｨｪ ｨｬ060302ｨｰ ｨｨ ｨｪ02 ｨ 04ｨｰｨｹ ｨｺ 09 08ｨ ｨｬｨｺｨ ｨ ｨｴ0209ｨｰ09ｨ. 0308ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ04ｨｬ ｨｬ06ｨｬ02ｨｪｨｰ06ｨｬ ｨｰ ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ ｨｨｨｪ07ｨｰ , 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 05ｨｨｨｪ02ｨｦｨｪ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 (ｨｨ05ｨｨ ｨｪｨ ｨｪｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ040 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ) [7,8]. 00ｨｺ08ｨ ｨｰ ｨｪ0609ｨｪ ｨｪｨｨ07, ｨｪｨｪ ｨｪ0609ｨｮ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｰｨ ｨｺｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ, 04ｨ ｨｺ0506 ﾂｨ 06ｨｰ ｨｮ06ｨｴ02ｨｬ: ｨC ﾂ02ｨｬ ｨ 0605ｨｹ ｨｺ ｨｪｨ ｨｮ0809, ｨｰ02ｨｬ 06ｨｪ 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｪｨ ﾂｨｨｨｬ020203; ｨC ﾂ02ｨｬ ｨ 0605ｨｹ ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ ｨｮ0809ｨ i, ｨｰ02ｨｬ ｨ 0605ｨｹ ｨ 09ｨｰｨ 02ｨｰ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ ｨｮ0809ｨ j, ｨｨ x ij = ; ｨC ﾂ02ｨｬ ｨ 0605ｨｹ0302 ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ ｨｮ0809ｨ i, ｨｰ02ｨｬ ｨｬ02ｨｪｨｹ ｨｨ08ｨ ｨｴ02ｨｪｨｨ02 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ｨｮ0809ｨ j, ｨｺ06ｨｰ x ij =. 09ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ, ﾂｨｰ06 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ j-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪ ｨｮ06ｨｴ02ｨｦ ｨｬｨｮ0506ｨｦ: 6ﾑ6j = n, n : c j = c j + ﾆ xij 66ci 66ｦﾁi (5) i= ｨｹ ｦﾁ i ｨC ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ, ｨｺ06ｨｰ060804ｨｦ ｨ ｨｰ0205ｨｹｨｪ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨｨ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｨｨｨ ｨｺｨｨ 06ｨｰ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｪｨ j-0006 (ｨｰ ｨｨ x ij =), 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ j-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ 09ｨｰｨ 02ｨｰ ｨｪｨ ｨｪ02ｨｺ06ｨｰ0608ｨｮ06 ﾂｨ 09ｨｰｨｹ 04ｨｪｨ - ﾂｨｨｨｬ0609ｨｰｨｨ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ, ｦﾁ i >0. 07ｨｰ06 ﾂｨｪ02ｨｪｨｨ02 09ｨｨ0ｨ ｦﾁ i 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｰ02ｨｬ02 ｨｪｨ ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｮ002ｨｰ 0708ｨｨ ｨｪ ｨｮｨｪｨｺｨｰ ｨｮ09ｨｰｨｹ F(X) ｨC 00ｨｮｨｪｨｺ02ｨｨ07, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨ 07 ｨｪ02ｨｺ06ｨｰ060804ｨｦ ｨｨｨｪｨｰ020008ｨ 05ｨｹｨｪ04ｨｦ 0706ｨｺｨ 04ｨ ｨｰ0205ｨｹ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｨ 04ｨ 09ｨｨ0907ｨｴｨ 07 06ｨｰ ｨｰ060006, ｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 08ｨ 0909ｨｰｨ ｨｪ ｨｺｨｨ ｨｬ02030ｨｮ 0202 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ, ｨｰ ｨｰ ｨｬｨ ｨｰ08ｨｨ0204 X ｨ 04ｨ 0ｨ ﾂｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｪｨ ｨｪｨｨｨｨ ｨｬｨ ｨｰ08ｨｨ0204 X, ｨｮ ｨｰ ｨｴ02ｨｦ 04ｨ 0ｨ ｨｪｨｪ04ｨｬ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｨ 00609ｨｰｨ ｨｴ02ｨｦ 0607ｨｰｨｨ- F X opt. ｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ: ( ) 00 08ｨ ｨ 06ｨｰ02 [3] 09 ｨｺｨ ﾂ0209ｨｰ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨ ｨｪ02ｨｺ09ｨ 008ｨ ｨｰｨｨ ﾂｨｪ ｨｰｨｺ0506ｨｪ02ｨｪｨｨ ｨｬ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06ｨｪｨｪｨ 07 04ｨ 0ｨ ﾂｨ ｨｨｨｬ0202ｨｰ ｨｮ06ｨｴｨｨｨｦ 09ｨｨ0: F ( X ) = 69 n 60 c n k 60 k= ﾆ ﾆ 60 j= n c 63 6ﾓ 63 j min x ij x ij (6) 0708ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ070 () ｨC (4) ｨｪｨｪ0609ｨｰｨｹ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ0603ｨｪ ｨｬｨｮ05ｨｨ080609ｨ ｨｰｨｹ ｨｰｨ ｨｺ: 08ｨ ｨｪｨｨ ｨｺ ｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｪ ｨｨ090209ｨｰｨｨ ｨｺ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ ｨｮ ﾂ02ｨｪｨｪ040 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰ02ｨｦ ｨｺｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ 06ｨｰ ｨｪ ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｬｨｮ ｨ ｨｴ0209ｨｰ09ｨｮ ｨ ｨ 06ｨｰ02 [4] 09 ｨｺｨ ﾂ0209ｨｰ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｨｨｪ02ｨｦｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 09ｨｨ0ｨ : F2 n ( X ) = c j 66 max, ﾆ ｦﾋ (7) j x ij j= ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 0 < ｦﾋ j ﾜ ｨｨｨｬ0206ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨ ｨｰ0205ｨｹｨｪ04ｨｦ 09ｨｬ ｨC ﾂ02ｨｬ ｨ 0605ｨｹ0302 ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｪｨ - ﾂ02ｨｪｨｨ02 c j, ｨｰ02ｨｬ ｨｬ02ｨｪｨｹ ｨｪｨ ﾂ02ｨｪｨｨ02 ｦﾋ j ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｪｨｪ0609ｨｰｨｹ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ0603ｨｪ ｨｬｨｮ05ｨｨ080609ｨ ｨｰｨｹ ｨｰｨ ｨｺ: 08ｨ ｨｪｨｨ ｨｺ ｨｪ ｨｨ090209ｨｰｨｨ ｨｮ06 06 ﾂ ｨｹ ｨｺ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ06 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｪｨ ｨｨｨｬ02ｨｪ ｨｪｨ ﾂｨｨｨｬ ｨｮ , 0708ｨｨ 05ｨｰ06ｨｬ 09ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 0708ｨｨ080609ｨｰ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｬ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬ 09ｨｨ09ｨｰ02ｨｬ ｨｪ ｨ 04ｨｰｨｹ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ. 00ｨｨ0 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｦﾋ j ｨ ｨｪ ｨｺｨ ｨｺ ｦﾋ j = /c j, ｨｰ ｨ 08ｨ ｨｰｨｪ ｨｨ06ｨｪｨ 05ｨｹｨｪ06 ｨｨｨｬ0206ｨｴ02ｨｦ ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02, 0708ｨｨ ｨｰｨ ｨｪ0609ｨｺ02 09 (7) ｨｬｨｮ05 (5) ｨｨ ｨ ｨ 08ｨ ｨ ｨｪｨｨｨｦ, ｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 (7) 0708ｨｨ06ｨ 0802ｨｰｨ 02ｨｰ 09ｨｨ0: n n ci F2( X ) = ﾆ ﾆxij 66 66ｦﾁi max. (8) c x i= j= j ij 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ ﾂ K ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｮ ﾂｨ 02ｨｬ040 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰ02ｨｦ, ﾆ 08 n i= = c / n ｨ, ｨｨ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ ｨｪ02ｨｺ06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ 09ｨｨ09ｨｰ02ｨｬ04 ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ06 ｨ 0605ｨｹ0302, ﾂ02ｨｬ ｨｮ ﾂｨ 02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ K, ｨｰ06 ｨｪｨ ｨｪ ｨｪ02 ｨｪｨｮ03ｨｪ06 ｨｮ09ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ ｨｰｨｹ ｨｺｨｨ, ｨｰ ｨｰｨｹ n ﾆ xij = 0, 6ﾑ6j : c i= i j ﾝ K ｨｰ06 ﾂｨｪ02ｨｪｨｨ02 ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨ 02ｨｨ07 ｨｬ ｨｦ ｨｦ ｨｨ ｨ ｨｪｨｨ07 (9) ｨｮ ﾂｨ 02 ｨｪｨ ｨｨ ｨ ｨｪｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 (3) ｨｨ (4) 04ｨ ｨｬ02ｨｪ0706ｨｰ0907 ｨｪｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 09ｨｨ0ｨ : n ﾆ xij = m i,i =, n. (0) j= ｨ ｨｰ0205ｨｹｨｪｨ 07 ｨｰ08ｨ ｨｺｨｰ0609ｨｺｨ 05ｨｰ06ｨｦ 04ｨ ｨｬ02ｨｪ04 04ｨ ｨｺ0506- ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ: ｨｨ ｨｪｨｨ02 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｪ02ｨｺ06ｨｰ ｨ 08ｨ ｨｪｨｪ ｨ ｨｴ0209ｨｰ09ｨ 002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ ｨｰ ｨ ｨ ｨｪｨｪ04ｨｬ, ｨｰ06, ｨｮ06 06 ﾂ ｨｹ, 06ｨｪｨｨ ｨｪ ｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ ｨｺ m i > 0, ｨｨ ｨｴｨｨ0 06ｨｰ ｨｺｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｪｨ 008ｨｮ00ｨｨ0 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ ｨｪｨ 008ｨｮ00ｨｨ0 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｰ0907 ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ06ｨｦ ｨｺｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ, ﾂｨｰ06 ｨｨ 00ｨｨｨｺ09ｨｨ08ｨｮ02ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (0). 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｮ ﾂｨ 02ｨｬ ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07, ｨ 0ｨ 07ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｬ ｨｪｨ ｨｨ ｨ ｨｪｨｨ07: ｨｹ 09 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (5), ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ (6) ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (), (2), (0), ｨｨ ｨｹ ｨｮｨｪｨｺ02ｨｨ02ｨｦ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (5), ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ (8) ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (), (2), (9), (0) ｨ ｨｪ ｨｬｨ 05ｨｹｨｪ ｨｨ09ｨ ｨｪｨｨ ｨｦ ｨｨ 2 0ｨ 02ｨｰ ｨ ｨｨ ｨ ｨｪｨｨ07 08ｨ ｨｺ ｨｮ0302 ｨ ｨｰｨｬ02 ﾂ02ｨｪ06 08ｨ ｨｪ0202, 09 ﾂｨｨｨｰｨ 02ｨｬ, ﾂｨｰ06 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09 ｨｨｨｬ0206ｨｰ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪｨｮ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨ ｨ ｨｰｨｹ ｨｨ 002ｨｦ09ｨｰ09ｨｨ ｨｮ090205ｨｨ- 65

166 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ﾂ02ｨｪｨｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ ｨｰ09ｨｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｨｨｬ06002ｨｦ09ｨｰ09ｨｨ ｨｺｨ ﾂ0209ｨｰ0902 ｨｺ08ｨｨｨｰ0208ｨｨ0209, ｨｴｨｨ0 09ｨｰ020702ｨｪｨｹ ｨ ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｪｨｨ ｨ ｨｴ0209ｨｰ09, ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ F(X) ｨｨ F2(X), ﾂｨｨ090502ｨｪｨｪ ｨ 05ｨｹｨｪ040 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｴ0209ｨｰ09, 06ｨｰ ｨｨ ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ ｨｬｨ ｨｰ08ｨｨ02ｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨｨｨｦ. 08ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 0802 ﾂｨｹ ｨｨ002ｨｰ 06 ｨｰ06ｨｬ, ｨｪｨ 09ｨｺ0605ｨｹｨｺ ｨｨｨｺ06 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ F(X) ｨｨ F2(X), 0904 ﾂｨｨ09- real real 0502ｨｪｨｪ040 ｨｪｨ 0802ｨ 05ｨｹｨｪ06ｨｦ ｨｬｨ ｨｰ08ｨｨ0202 X = ( x ) ij, 06ｨｰ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ, 0904 ﾂｨｨ090502ｨｪｨｪ040 ｨｪｨ ｨｬｨ ｨｰ08ｨｨ02ｨ 0 X opt, X opt2 ｨｨ 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｰ X real 09 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｰｨ ｨｪ0609ｨｺｨｨ 020ｨｨｨｪｨｨ ｨｰ0806ｨｺｨ 0. 05ｨｮｨｰｨｹ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ ｨ ｨ 02ｨｨｨｨ 06ｨ 02ｨｨ0 ｨｬ ｨｦ ｨ ｨｪｨｪ04ｨｬ ｨｺｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ: ) 05ｨｺ ｨｰｨｪ04ｨｬ 07ｨｮｨｰ02ｨｬ ( ｨｰ0906ｨｬ ﾂｨｨ090502ｨｪｨｨ07 ｨｨｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ ) ｨｰ0907 ｨｪ02ｨｺ06ｨｰ ｨ ｨｴ0209ｨｰ0906; 2) ｨｮ ﾂｨｪｨｮ0603, ｨC ｨｰ ｨｰｨｹ ｨｬ06ｨｴｨｹ06 ｨｨ ｨｰｨｪ040 ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｪ002ｨｺ09ｨ [], ｨC ｨｰ0907 ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ02 ｨｨｨｪ002ｨｺ ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07 (ｨｰ0600) ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ, 0708ｨｨｨｪｨｨｨｬｨ 02ｨｬ ｨｺｨ ﾂ0209ｨｰ ｨｪｨ ﾂ02ｨｪｨｨｨｦ c i 0,6ﾑ6i =, n ﾝ ; 3) 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ040 08ｨｪ002ｨｺ09ｨ ｨｰ0008ｨ 0003 [2] ｨｰ0907: ｨC ｨｪｨ 05ｨｨ ﾂｨｨ02/06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｦ ｨｬ02030ｨｮ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ ｨｴ0209ｨｰ09ｨ ; ｨC 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ n, m i, i =, n ; ｨC ｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ ｨｺｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ ｨｴ0209ｨｰ09ｨ (0ｨ ｨｪ06 ｨ ｨｮ002ｨｰ 06ｨ 0604ｨｪｨ ﾂ02ｨｪ06 ｨｺｨ ｨｺ L i, i =, n ; real real 4) 09ｨｰ0806ｨｨｨｰ ｨ 05ｨｹｨｪｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ = ( x ) X, i, j =,n ; 5) 0904 ﾂｨｨ ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ F(X) ｨｨ F2(X) ｨｪｨ ｨｬｨ ｨｰ08ｨｨ0202 X real ; 6) ﾂｨｨ ｨｰ0907 ｨｨ090060ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 c i,i =, n c i,i, n ｨｪｨ 0609ｨｪ ｨｨｨｬ0206ｨｴｨｨ ｨｪｨ ﾂ02ｨｪｨｨｨｦ = (ｨ ｨ ｨｪ06 06 ｨｬ020ｨ ｨｪｨｨ04ｨｬ ﾂｨｨ090502ｨｪｨｨ07 ｨC 09 07ｨｮｨｪｨｺｨｰ02 3.5); 6. ｨｪｨ ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨｨ ｨｦ ｨｨ 2, ｨｰ. 02. F(X opt), F2(X opt2 ). 7. ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ ｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 06ｨｰ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ060006, 00205ｨ 02ｨｰ ｨ ｨ ｨｪｨｪ06ｨｬ (ｨｨ05ｨｨ ｨｪ ｨ ｨ ｨｪｨｪ06ｨｬ) ｨｪｨｨｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ , ｨ ｨｨｨｰｨｬ0609 ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪｨ 05ｨｨ04 ｨｨ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ02 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ ｨ ｨ ｨｪｨｪ ｨｪｨｨ ｨｨｨｬ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ ｨｨ 09 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (5), ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ (6) ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (), (2), (0), ｨｨ ｨｨ ｨｮｨｪｨｺ02ｨｨ02ｨｦ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (5), ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ (8) ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (), (2), (9), (0). ij ｨ ｨｴｨ 0709ｨｹ ｨｺ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (5), ｨ ｨｮ002ｨｬ ｨ 00ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｪｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ06ｨｬ ｨｬ02ｨｪｨｪ06ｨｬ ｨｨｨｪｨｰ020809ｨ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｪ ｨｪ0203ｨｪｨｨ ｨｺｨｨ ｨｪｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｪ ｨｰ0907 ｨｨ ｨｨｨｬ0206ｨｴｨｨ ｨｪ02 ｨｨ09- ﾂ0204ｨ 06ｨｰ; ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ 04ｨ 09ｨｨ09ｨｨｨｰ ｨｰ0605ｨｹｨｺ06 06ｨｰ 08ｨ 0909ｨｰｨ ｨｪ0609ｨｺｨｨ ｨｺ ｨｬ02030ｨｮ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ ｨｴ0209ｨｰ09ｨ 008ｨｮ00 ｨｪｨ 008ｨｮ00ｨ ｨｬ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: L i,i =,n ｨC 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ ｨｴ0209ｨｰ09ｨ ; Li,i =,n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺ, ｨｨ ｨｴｨｨ0 06ｨｰ i-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ ｨｴ0209ｨｰ09ｨ ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｺ, ｨ ｨｪｨｪ040 ｨｪｨ 008ｨｮ00ｨｨ0 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ, ｨｰ ｨｰｨｹ 09 ｨｮ ﾂ02ｨｰ06ｨｬ (0), L i = Li 6ﾓ m i,i =,n ｨ ｨｴｨ 0709ｨｹ ｨｺ ｨｬｨｮ0502 (5), ｨｮｨｰ06 ﾂｨｪｨｨｨｬ 09ｨｨ0 ｦﾁ i ｨｺ0605ｨｹｨｺｨｮ, ｨｺｨ ｨｺ ｨ ｨｰｨｬ02 ﾂ02ｨｪ , ｨｮ090205ｨｨ- ﾂ02ｨｪｨｨ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｨ ｨｴｨｨ ｨｺ ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ 0708ｨｨ08ｨ ｨｴ02ｨｪｨｨ02 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ ｨｮ0809ｨ, ｨ 04ｨｨｨｬ ｦﾁ i = ｦﾂ/ L i, 09 ﾂｨｨｨｰｨ 07, ﾂｨｰ06 ｦﾂ ｨC 07ｨ 08ｨ ｨｬ02ｨｰ08 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨ ｨｨｨｰｨｬｨ 0904 ﾂｨｨ090502ｨｪｨｨ07 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ, 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 04ｨ 09ｨｨ0907ｨｴｨｨｨｦ 06ｨｰ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04, 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02 ｨC 06ｨｰ ｨ ｨｨｨｰｨｬｨ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07 (ｨｰ0600) 08ｨｪ002ｨｺ09ｨ []. 02ｨ ｨｬ04 ｨ ｨｮ002ｨｬ 09 ﾂｨｨｨｰｨ ｨｰｨｹ ｦﾂ 08ｨ 09ｨｪ04ｨｬ 020ｨｨｨｪｨｨ0202. ( ｨ ｨｰ0205ｨｹｨｪ ｨ 0609ｨｪ0609ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ ｨ 0608ｨ 0708ｨｨ09060ｨｨｨｰ ｨｮｨｪｨｺｨｰ02 3.2) ｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ02 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ j-0006 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨ ｨｮ002ｨｰ ｨ 03ｨ ｨｰｨｹ ｨｮ06ｨｴ02ｨｦ ｨｬｨｮ0506ｨｦ: n xij 6ﾑ6j =, n :09 j = c j + ﾆ 66ci () i= Li 05ｨｮｨｬｨｬｨｨ080609ｨ ｨｪｨｨ02ｨｬ 0706 j ｨｬｨｮ05 09ｨｨ0ｨ (), 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｰ060006, ﾂｨｰ06 ｨｨ04 (4) 04ｨｪｨ ｨｬ02ｨｪｨ ｨｰ0205ｨｹ ｨｪｨｨｨｺ06000ｨ ｨｪ02 08ｨ 0902ｨｪ ｨｪｨｮ0506 ｨｨ 04ｨ ｨｬ02ｨｪ04, ｨｮ06ｨｴ02ｨｦ ｨｨ04 (0), ｨｪ ｨｪ ｨｮ ﾂｨｨｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ02 K, ｨｪ02 04ｨ 09ｨｨ0907ｨｴ ｨｰ ｨｬｨ ｨｰ08ｨｨ0204 X, ｨ ｨｨｨｬ02ｨｪｨｪ06: 69 n n mi 66ci 08 = c j + / n j= i= L ﾆ ﾆ (2) 6 i 64 02ｨ ｨｪｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮ070806ｨｴｨ 02ｨｰ ﾂｨｨ090502ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｨ, ｨ ｨｰｨ ｨｺ ｨ ｨ 06ｨｰｨｮ ｨ ｨｨｨｰｨｬｨ ｨｪｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨｨ ｨｨ 2. 05ｨ ｨ 07 ｨｰ02ｨｬｨｮ ｨｬｨ 05ｨｹｨｪ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ ｨｹ04ｨｮ02ｨｬ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ, 0906ｨ ｨｬ ｨｨ ｨｪ06ｨｬ ｨｬ0209ｨｰ ｨｹ. 2 n 69 n xij 62 F( X ) = ﾆ 60 K 6ﾓ( c j + ﾆ 66ci ) min x j= i= L 63 6 i 64 ij (3) 0708ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ070 x ii = 0, i =, n, x ij = 0,, i =, n, j =, n, ｨｹ 2. F2 ( X ) n ﾆ xij = m i,i =, n. j= = n n i ﾆ ﾆxij 66 i= j= c j c 66 max L x ij i (4) 66

167 ﾂｨｪｨｨｨｺ0609, ﾁｨｮｨｦｨｺ06. 00ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ070 x ii = 0, i =, n, x ij = 0,, i =, n, j =, n, n ﾆ xij = m i,i =, n. n j= ﾆ xij = 0, 6ﾑ6j i= : c j ﾝ K ｨｺ06ｨｰ ｨ 08ｨ 0302ｨｪｨｨ07 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ040 ｨｬ ｨｦ ﾂ02ｨｬ ｨｺ0609ｨｪｨｮｨｰｨｹ ｨ ｨｪｨｨｨｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ b 006ｨｰ ｨｹ ｨ ｨｰｨ ｨｪ0609ｨｨｨｰｨｹ0907 ｨｪｨ ｨｪ02 ｨｬ02ｨｪ ｨ 03ｨｪ06ｨｬ ｨｨ ｨ ｨ ｨｴ02ｨｬ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ ｨｮ ﾂｨｨｨｰｨｹ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ0402 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ070 ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ, ｨｴｨｨ0 09 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0902 ｨｨ ｨｴｨｨ ｨｺ 09 08ｨ ｨｬｨｺｨ 0 09ｨ ｨｬ ｨ ｨｴ0209ｨｰ09ｨ m,..., m n ｨC 05ｨｰ ｨ ｨｬ02ｨｪｨｰｨ, ｨｺ06ｨｰ060804ｨｦ ｨｪ ｨｰｨｹ ｨ ｨｬｨｨｨｬｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ ｨｴ0209ｨｰ09ｨ. 05ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ ｨｮ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06 ﾂ ｨｰ0600 [] ｨｨ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ040 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ (07ｨｮｨｪｨｺｨｰ 3.5). 030ｨｨｨｪ09ｨｰ0902ｨｪｨｪ ｨ ｨｬ02 ﾂｨ ｨｪｨｨ ｨｰ06ｨｬｨｮ ｨｮ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ｨｮ ﾂｨ ｨ ｨｴ02ｨｪｨｨ07 08ｨｪ002ｨｺ09ｨ 06 ｨｰ06ｨｬ, ﾂｨｰ ｨｪ002ｨｺ09 02ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07 (ｨｰ0600) ｨｮ0809ｨ ｨｬ02ｨｪｨｹ , 0609ｨｰｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 09ｨ ｨｬ0609ｨｰ0607ｨｰ0205ｨｹｨｪ ｨｪｨｨ07 c i. 0809ｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｮ ﾂｨ ｨｨｨｪｨｨｨｬｨ 05ｨｨ c i = ｨｨ03ｨｹ 09 09ｨｨ05ｨｮ ｨ ｨｨｨｪｨｰ ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ ｨｰｨ 09ｨｨ05ｨｨ 09ｨ ｨｦｨｰ04 08ｨ ｨｹ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ08ｨ 04080, ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨ ｨｨｨｪ07ｨｰ ｨｪｨｨ ｨｰｨｹ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0402 c i 08ｨ 09ｨｪ04ｨｬｨｨ ｨｨ ﾂ0209ｨｰ ｨｺ, ｨｨ ｨｴｨｨ0 09 i ｨ ｨｦｨｰｨ ( L i,i =, n ), ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ06 ﾂ ｨｨ09ｨｺ 09 HTML-ｨｰ02ｨｺ09ｨｰ02 09ｨ ｨｦｨｰｨ 00ｨｨ070208ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｰｨｨ07ｨ href. 02ｨｰ0902ｨｰ ｨｪｨ ｨｰ06ｨｬ, ｨｬ0600ｨｮｨｰ 05ｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨ ｨｴ0209ｨｰ09ｨ 04ｨｪｨ ｨｰｨｹ ｨｰ06 ﾂｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｦﾂ ｨC ｨｺｨ ｨｰ ｨｨ ﾂ0209ｨｺ0602 ｨｪ02ｨｰ ｨ ｨｲ0709ｨｪ02ｨｪｨｨ02 ｨｰｨ ｨｺ06ｨｦ ｨｺｨ ｨｰ ｨｨ ﾂｨｪ0609ｨｰｨｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ｨｪ07ｨｰｨｹ, ｨｺｨ ｨｺ 0904 ﾂｨｨ ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08 ｦﾂ ｨC 05ｨｰ ｨｬｨｪ060006ｨｬ 0706ｨｪ07ｨｰｨｹ ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04, ﾂｨｰ ｨｰ0907 ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨｨｨｬ 0902ｨｺ0802ｨｰ06ｨｬ 0506ｨ 06ｨｦ ｨｹ0204ｨｪ06ｨｦ 00ｨｨ08ｨｬ04 ｨｨ ｨｮ ｨｰ06ｨｬｨｮ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨ ｨｴｨｨｨｴ02ｨｪ. 00ｨｰ ｨ ｨｲ0709ｨｪ02ｨｪｨｨ02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｬ020ｨ ｨｪｨｨ04ｨｬ04 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ ｨ 06ｨｰ ｨｰ0607ｨｪｨｪ06ｨｦ ｨｺ ｨｺｨｰｨｨ080609ｨｺ02, ｨｰ06ｨｬｨｮ 04ｨ ｨｰ08ｨ ｨｰ04 ｨｪｨ 0706ｨｪｨｨｨｬｨ ｨｪｨｨ02 05ｨｰｨｨ0 ｨｬ020ｨ ｨｪｨｨ04ｨｬ0609 ｨｪｨ ｨｪ0703ｨｪｨｨｨｦ 002ｨｪｨｹ ｨｨ 06ｨｺｨｮ0707ｨｰ ｨ 09ｨｰ08ｨ. 06ｨｰｨｨ 06ｨ ｨｲ0709ｨｪ02ｨｪｨｨ ｨｰ ｨ 06ｨｰ ｨｮｨ 05ｨｨｨｺｨ 02ｨｨ02ｨｦ [5] ｨｰｨｺｨｨ ｨ 09ｨｰ ｨｪｨｨｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｦﾂ ｨ ﾂｨ 09ｨｰｨｪ ｨｮ ﾂｨ ｨｨ ｨｰ ｨｺ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ0306ｨｬｨｮ 08ｨ 04ｨ ｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨ 0 06ｨｰ 0, ,83, ﾂｨｰ06 ｨｪ ｨｨ03ｨｺ06ｨｬ ｨｰｨｨ ﾂｨｨｨｰ 0904ｨ 08ｨ ｨｪｨｪ06ｨｬｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ06 ｦﾂ = ｨｮ08ｨ 06ｨｰｨ 0608ｨ ｨ ｨｴ0209ｨｰ09 ｨｨ ｨｨ0 0609ｨｪ0609ｨｪ0402 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨ ｨｴ0209ｨｰ09ｨ, 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｪ ｨ ｨｬｨｺｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ07, ｨｬ0603ｨｪ06 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ ｨｮ06ｨｴｨｨｨｬ 0008ｨｮ0707ｨ ｨｬ (09 09ｨｺ06ｨ ｨｺｨ 0 ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｴ0209ｨｰ09): 07ｨｪｨｨ ｨｨｨｰ02ｨｰ09ｨｺｨｨ02 ｨｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｮ (4); 05ｨ ｨｦｨｰ ｨ ｨｪ ｨ 09ｨｰｨｨ (2); (2); 09ｨ ｨｪｨｪ ｨ ｨｬ02ｨｪｨｪ ｨｰｨｨ ｨｨ Web-08ｨｨｨｪ00ｨｨ (4); 07 ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨ ｨｨｨ 02ｨｨｨｦ (); 05ｨ ｨｦｨｰ04 ｨｨ04 08ｨ ｨ ｨｰｨ ｨ 08ｨｪ002ｨｺ09ｨ (5); 05ｨ ｨｦｨｰ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ (); ｨｪｨｪ ｨ ｨｴ0209ｨｰ0906 ｨｪｨ Narod.ru () ｨ ｨｮ0707ｨ ｨ 0405ｨ ｨｬｨｨ080609ｨ ｨｪｨ ｨｪｨ 0609ｨｪ ｨ ｨｪｨｪ040, ｨｰ040 ｨｪｨ 09ｨ ｨｦｨｰｨ 0, ｨｺ06ｨｰ ｨｰ ｨｪ02ｨｺ06ｨｰ060806ｨｬ 09ｨｬ , ｨｰ0607ｨｴｨｨｨｬｨｨ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬ ｨ ｨｴ0209ｨｰ ｨｨｨｪ02ｨｨ07 06ｨｰｨ 0608ｨ ｨ ｨｨｨｪ07ｨｰ ｨｨ ｨｺ ｨ ｨｴ0209ｨｰ09ｨｮ 09ｨ ｨｦｨｰ ｨｬ0906ｨｬ0605ｨｹ09ｨｺ06ｨｦ 0708ｨ ｨ ｨｦｨｰ ｨｺｨｰ0806ｨｪｨｪ ｨ ｨｨｨｨ 06ｨｰ06ｨ 08ｨ ｨｪ04 ｨｪｨ 0609ｨｪ ｨｨ ﾂｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ ｨ 09ｨｰ ｨｪｨｨ0 ｨｨ ｨｪ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 0706ｨｨ09ｨｺｨ ｨｬｨｨ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ02. 05ｨ ｨｦｨｰ04 ｨ ｨ ｨｪｨｪ ｨ ｨｬ02ｨｪｨｪ ｨｰ02ｨｦ ｨｨ Web-08ｨｨｨｪ ｨ 0405ｨｨ 09ｨｺ0506 ﾂ02ｨｪ ｨｪｨｨ06 05ｨｺ ｨｰ ｨｪ002ｨｺ09ｨ 06ｨ ｨｨ ｨ ｨｪｨｨｨｨ ｨｪｨｨ07 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ ｨ ｨｬ090606ｨ ｨｴ0209ｨｰ ｨｬ02 ｨｰ060006, 09ｨｺ0506 ﾂ02ｨｪｨｨ ｨ ｨｴ0209ｨｰ09ｨ 09ｨ ｨｦｨｰ0609 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｨｨ 02ｨｨｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｦ ｨｨ ｨｨ07ｨｰｨｨｨｦ ｨｪ06-ｨ ｨｮｨｬｨ 03ｨｪ06ｨｦ ｨｬ ｨｪｨｪ0609ｨｰｨｨ 09 ｨｪ02ｨｺ06ｨｰ060806ｨｬ 09ｨｬ ｨｺ ｨｨ08ｨｮ02ｨｰ ｨｪｨｨｨｬ ｨｨ ｨ ｨｬ ｨ ｨｴ0209ｨｰ0903 ｨC ｨｪ06-09ｨｮｨｬｨ 03ｨｪ06ｨｦ 09ｨ ｨｪｨｪ0208ｨｪ06ｨｦ 0502ｨｰｨｹ06. 05ｨ ｨｦｨｰ04 ｨｨ04 08ｨ ｨ ｨｰｨ ｨ 08ｨｪ002ｨｺ09ｨ 0904ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ ﾂｨｰ02ｨｪｨｨ07ｨｬ ｨ 09ｨｰ , 0708ｨｨ 05ｨｰ06ｨｬ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ ｨｺ0506 ﾂｨ 05ｨｨ09ｨｹ ｨ ｨｦｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ ｨ 08ｨ ｨｰｨ ｨ (05ｨｨ03ｨｹ 09 08ｨ ｨｪｨｰ0208ｨｪ02ｨｰ 002ｨｰ07ｨｬ03 09ｨ ｨｦｨｰ ｨｺｨ 04ｨ ｨｹ ｨｬ02ｨｪｨｹ0302). 0809ｨｰ ｨｪ02 ｨｬ060005ｨｨ 06ｨ 06ｨｦｨｰｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ ｨ 06 ｨｰ06ｨｬ, ｨｰ ｨｨ ｨ ｨｴ0209ｨｰ0906ｨｬ03 09ｨ ｨｬｨｨ 0706ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨ ｨｴ0209ｨｰ0906 ｨｪｨ Narod.ru ｨ ｨｪ06, ｨｬ0603ｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ, 0905ｨｮ ﾂｨ ｨｦｨｪ06, ｨｰ0906ｨｬ ｨｬ06ｨｰ08ｨ 0ｨ ｨｪｨｪ ｨ 06ｨｴｨｨ ｨｮ00 ｨｪｨ 008ｨｮ00ｨ 09ｨ ｨｦｨｰｨ ｨｮ ﾂｨｪｨｮ06 ｨ ｨｰ06ｨ 08ｨ ｨｪ ｨ ｨｦｨｰｨ, ｨｰｨ 09ｨｨ0903ｨｨ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ ｨｬｨｨｨｪ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 ｨｪｨ 05ｨｰｨ ｨｰｨ 0608ｨ ｨ ｨｴ0209ｨｰ09 09 ｨｪｨｨ0 ｨ 0405ｨｨ 09ｨｺ0506 ﾂ02ｨｪ04 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ, ｨｺ06ｨｰ ｨｪ02 ｨｮ ｨｰ ｨｰ 08070ｨｮ ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｦ ｨｺ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｮ ｨ ｨｴ0209ｨｰ09ｨ ｨｨ ｨ 09ｨｨ05ｨ ｨｬ, ｨｨ ｨｪｨｪ04ｨｬ 09 07ｨｮｨｪｨｺｨｰ02 3.6, ｨｰ09ｨｨｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｨ09ｨｺ0506 ﾂ02ｨｪ04 ｨｨ ｨ ｨｴ0209ｨｰ09ｨ ｨ ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｨ ｨｪｨ ｨｪ06ｨｦ ｨｰｨ ｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ07 08ｨ ｨ 06ｨｰ ｨｰ0008ｨ 0006ｨｬ 0308ｨｨ ｨｪｨｨｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨ 0405ｨｨ ｨｨ ｨｹ040609ｨ ｨｪ ｨｰｨ ｨｪｨｪ0402 ｨｺ06ｨｬ07ｨ ｨｪｨｨ02ｨｦ 08ｨｪ002ｨｺ09 ｨｪｨ ｨ ｨ ｨｪｨｪ ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰ0008ｨ 00ｨ 08ｨｮ0909ｨｺ ﾂｨｪ ｨｪｨｰ0208ｨｪ02ｨｰｨ, ｨｰ ｨｰｨｹ ｨ ｨｨｨｬｨｪ ｨｺｨ 0 09ｨ ｨｦｨｰ ｨｮ00 ｨｪｨ 008ｨｮ00ｨ, ｨｰ0607ｨｪｨｨ06 ｨｪｨ 7 002ｨｺｨ ｨ ｨ ｨｪｨｪ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 009ｨ ｨｰ02ｨｺ09ｨｰ ｨ ｨｦ05ｨ : ｨｦ ( ｨｬ0600ｨ ｨｰ0205ｨｹｨｪ04ｨｦ) ｨｨｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ07 09ｨｨｨｬ090605ｨｹｨｪ040 ｨｨｨｬ02ｨｪ 00609ｨｰ0609 ｨｨ0 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608ｨ ｨｬ 09 ｨ ｨ ｨ ｨｪｨｪ040 08ｨｪ002ｨｺ09, ｨｰ060806ｨｬ 008ｨ ｨｪｨｨｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ 00609ｨｰ0008ｨ 00ｨ 09 09ｨｨ ｨｨ09ｨｺｨ 00609ｨｰ0609, ｨｺｨ ｨｨ04 ｨｺ06ｨｰ ｨｨ ｨｪ ｨｪｨ ｨ 0608 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｰ0609, ｨｪｨ ｨｨｨｬ ｨ ｨｦｨｰ0609 ｨｺ06ｨｰ ｨ ｨｪｨｪ04ｨｦ 09ｨ ｨｦｨｰ ｨｨｨｬ0202ｨｰ ｨｨ ｨｴｨｨ ｨｺｨｨ. 67

168 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ0906ｨｺ ｨ ｨｴ0209ｨｰ09 06ｨ ｨ 05ｨｨ02ｨ 0 0ｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨ ｨ ｨｴ0209ｨｰ09ｨ 0 ﾁ* ｨ ｨｪｨｪ ｨ ｨｬ02ｨｪｨｪｨ ｨｰｨｹ Medlinks ｨｪｨｨ ｨｨｨｰ02ｨｰ ｨ ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰｨ 0000ｨｨ ｨC ｨC ｨｺｨｰ0806ｨｪｨｪ ｨ ｨｨｨｨ ｨｨｨｪｨｨ09ｨｰ020809ｨｰ09ｨ ｨｨｨｦ09ｨｺ06ｨｦ ｨ 02ｨｨｨｨ ｨ ｨｦｨｰ04 08ｨ ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｦｨｰ ｨ ｨｦｨｰ04 ｨｬｨｮｨｪｨｨ02ｨｨ07ｨ 05ｨｨｨｰ02-ｨｰ ｨ 08ｨ ｨｰ060909ｨｺ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ Web ｨｮ ｨｰ ｨｨｨｦ09ｨｺｨｨ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ04 6 0ｨC ｨC ｨｹ ｨ ｨｦｨｰ0609 ｰ05ｨ ｨｺ06ｨｪ04, 04ｨ ｨｺ06ｨｪ060ｨ ｨｰ0205ｨｹ09ｨｰ-0906 ｨｨ 0708ｨ 0906 ｱ ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ Ket.Ru ｨｮ08ｨｪｨ ｨｪｨｴｨｨｨｪ ｨｨｨ 02ｨｨ ｨｪ06-09ｨｮｨｬｨ 03ｨｪｨ 07 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ ｨｺ-ｨｬｨｮ0404ｨｺｨ ｨｨ00ｨｨ ｨ ｨ 09ｨｨ ｨｮ0707ｨ 09ｨ ｨｦｨｰ0609, ｨｪｨｪｨ 07 ｨｪｨ Narod.ru ｨｪｨｰ0208ｨｪ02ｨｰ 002ｨｰ07ｨｬ 7 0ｨC ｨC 2008ｨ ｨｰｨ ｨｨ * 02ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07 09ｨｰ0605ｨ : 0 ﾁ ｨC ｨｪｨ ﾂｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609, 0205 ｨC 0609ｨｰｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609, 0805 ｨC 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ ｨｰｨ 0903ｨｨ00907 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ, 0800 ｨC 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ ｨｰｨ 0903ｨｨ00907 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｦ05ｨ ｨｨｨｰ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ,74,279 09ｨ ｨｦｨｰｨ 0, 04ｨ ｨｪｨｨｨｬｨ 07 06ｨｺ ｨｨ00ｨ ｨ ｨ ｨｦｨｰ 0ｨｨ09ｨｺ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ ｨｹ0306ｨｦ 08ｨ 04ｨｬ0208 ｨｰ02ｨｺ09ｨｰ ｨ ｨｦ ｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨｨ ｨｪ ｨｺｨ ｨｪｨｨ080609ｨ ｨｪｨｨ07 ｨｺｨ 03004ｨｦ 08ｨ ｨｨ ｨｪ02ｨｪｨｨｨｨ ｨ 02ｨｨｨｦ 0904ｨ 0608ｨｺｨｨ 0ｨ ｨｪｨｪ040 04ｨ ｨｰ08ｨｮ0ｨｪ0706ｨｰ ｨｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 04ｨ ｨｬ ｨｰ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｮ09ｨｺ060802ｨｪｨｨ ｨ ｨｮ ﾂ02ｨｪｨｨ07 ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｺ ｨｨ090060ｨｪ0402 0ｨ ｨｪｨｪ0402 ｨ 0405ｨｨ 0706ｨｬ02ｨｴ02ｨｪ04 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 mysql, ﾂｨｰ ｨｨ0506 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰｨ ｨｬ ｨｰ06ｨｦ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨ 0409ｨｰ ｨｨ09ｨｺｨ ｨ ｨ ｨｬ ｨｰ ﾂｨｰ06ｨ 04 06ｨ ﾂｨｨｨｰｨｹ ｨｹ040609ｨ ｨｰ ｨｮ006ｨ ｨｪ04ｨｦ 00609ｨｰｨｮ07 ｨｺ 0ｨ ｨｪｨｪ04ｨｬ, ｨｪｨ ｨｺ02 PHP ｨ ｨ 05ｨｨ040609ｨ ｨｪ web-ｨｨｨｪｨｰ ｨｦ09, ｨｴｨｨｨｦ ｨｪ07ｨｰｨｹ ｨｮ06ｨｴｨｨ ｨ 02ｨｨｨｨ: ｨC ｨｪｨ 0060ｨｨｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 00609ｨｰ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608ｨｮ; ｨC ｨｪｨ 0060ｨｨｨｰｨｹ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ ｨｰｨ ; ｨC ｨｪｨ 0060ｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 09 ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｰｨ ; ｨC ｨｪｨ 0060ｨｨｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ0609, ｨ 06ｨｴｨｨ00907 ｨｪｨ ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 00609ｨｰ; ｨC 00205ｨ ｨｰｨｹ 0904ｨ 0608ｨｺｨｮ 00609ｨｰ0609, ｨｪｨ ｨｺ06ｨｰ ｨ 02ｨｰ0907 ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 00609ｨｰ; ｨC 00205ｨ ｨｰｨｹ 0904ｨ 0608ｨｺｨｮ 00609ｨｰ0609, ｨ 06ｨｴｨｨ00907 ｨｪｨ ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 00609ｨｰ ｨ 02ｨｨ ｨ 0608ｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06ｨ ｨｨ ｨｴｨｨ ｨｺｨ 0 09 ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｹ040609ｨ ｨｰ020502ｨｬ 00609ｨｰｨ ｨｪｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ 2.20GHz/ 240Mb/40Gb ｨｪ02ｨｬ ｨｪ0702ｨｰ ｨ 7 ｨｬｨｨｨｪｨｮｨｰ ｨｪｨｨ02 ｨｨ090060ｨｪ040 0ｨ ｨｪｨｪ ｨ ｨｨｨｰｨｬ ｨｪｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06ｨｪｨｪ040 04ｨ 0ｨ ﾂ 0402ｨ 05ｨｨ040609ｨ ｨｪｨｪ04ｨｦ web-ｨｨｨｪｨｰ ｨｦ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 00609ｨｰ0008ｨ 00ｨ ｨｨ ｨｨｨｰｨｹ 0907ｨｨ09ｨｺｨｨ ｨｰ0609, ｨ 06ｨｴｨｨ00907 ｨｪｨ 00609ｨｰ04 09ｨ ｨｦｨｰ0609, ｨｴｨｨ00907 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ09. 02ｨ , ｨｰ0906ｨｬ 0008ｨｮ ﾂｨｪ06ｨｦ03 ﾂｨｨ09ｨｰｨｺｨｨ ｨｺｨ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ09ｨ ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ ｨｨ09ｨｺｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ, ｨ 06ｨｴｨｨ00907 ｨｪｨ 04ｨ 0ｨ ｨｪｨｪ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ, ﾂｨｰ ｨｨ050609ｨｹ 0609ｨｪ060906ｨｦ ｨｬｨｨ080609ｨ ｨｪｨｨ07 08ｨ ｨ 06 ﾂｨｨ0 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｴ0209ｨｰ09 (09ｨｬ. 0ｨ ｨｮｨｪｨｺｨｰ 3.6) ｨｬ02 ｨｰ060006, ｨｬ06ｨｴｨｹ06 web-ｨｨｨｪｨｰ ｨｦ09ｨ ｨｹ 06ｨ ｨｴ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ 09 ｨｺｨ ｨｰｨ, ｨｴ ｨｪ06 ｨｨ ｨ ｨｴ0209ｨｰ09. 08ｨ ｨｺ ｨｮ0302 ｨ ｨｺｨ 04ｨ ｨｪ06, 09 ｨｺｨ ﾂ0209ｨｰ ｨｪｨ ﾂ02ｨｪｨｨｨｦ c i,i =, n ｨ 0405ｨｨ 0708ｨｨｨｪ07ｨｰ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 09ｨ ｨｦｨｰ ｨｪｨ ｨｺ06, c i,i =, n ｨC 05ｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ07, ｨｺ06ｨｰ ｨｮ ﾂｨ 06ｨｰ0907 ｨｮ0302 ｨｺｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ ｨｪｨｪ ｨｦ09ｨｰ09ｨｨｨｦ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨ ｨｴ0209ｨｰ09ｨ (020905ｨｨ 00ｨｨ0706ｨｰ0204ｨ ｨ ｨ ｨｪｨｪ06ｨｬ ｨｪｨｨｨｨ ｨｪｨ ) ｨｰ06ｨｬｨｮ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｨ090060ｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ c i,i =, n ｨｪ04 ｨ 04ｨｰｨｹ ｨｰ04 ｨｰ0600, ｨｺ06ｨｰ ｨｪｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｪｨｨ02 09ｨｨ09ｨｰ02ｨｬ04 05ｨｨｨｪ02ｨｦｨｪ040 ｨｮ08ｨ 09ｨｪ02ｨｪｨｨｨｦ, ｨｮ ﾂｨ 02ｨｬ040 ｨｨ04 (): n 6 xij 64c + ﾆ 66ci = c 64 i= Li n 64 xij 62ck + ﾆ 66ci = c k 64 i= Li n 64 xij 64cn + ﾆ 66ci = c n 63 i= Li ( ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨ ｨｴ0209ｨｰ09ｨ 09ｨ ｨｦｨｰ ｨ ｨｹ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ08ｨ ｨｪ0609ｨｹ ｨ ｨ ｨｪ06 ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02, ｨｺ0605ｨｹｨｺｨｮ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 09ｨｨ09ｨｰ02ｨｬ04 ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ04 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ02ｨｺ06ｨｰ c i, 04ｨ ｨｬ02ｨｪ02ｨｪｨｪ0402 ｨｪｨ ｨｪｨｮ05ｨｨ ｨｨ ｨｨ ｨｪｨ ｨｨ 2. 06ｨｰ ｨｰ0907 ｨｰｨ ｨｺ0302 ｨｨ 05ｨｨ03ｨｪｨｨｨｬ 07060ｨｰ ｨｪｨｨ02ｨｬ ｨ ｨｪ06ｨｦ ｨｬ ｨｨ ﾂｨｨ090502ｨｪｨｨ ｨｨ08ｨ ｨｴ02ｨｪｨｨｨｦ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ, ｨｨ, ｨｮ06 06 ﾂ ｨｹ, 07060ｨｰ ｨ 02ｨｰ 08ｨ 0909ｨｮ03002ｨｪｨｨ ｨｪ0609ｨｰｨｨ ｨｪｨｨ07 ｦﾂ) ｨ ｨ 06 ﾂｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ09ｨ ｨｨ 0708ｨ 09ｨｨ05ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ07 06ｨｰｨ ｨｺ, ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺｨ ｨ 00ｨ 02ｨｬ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ 09ｨｰ0806ｨｨ05ｨ 09ｨｹ ｨｪｨ ﾂｨ 05ｨｹｨｪｨ 07 ｨｬｨ ｨｰ08ｨｨ02ｨ X, 00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｴｨ ｨｬｨ ｨｰ08ｨｨ0202ｨｦ 09ｨｬ0203ｨｪ0609ｨｰｨｨ 0008ｨ 00ｨ, ｨｨｨｪｨ ｨｬｨｨ ｨｺ06ｨｰ ｨｰｨｮ07ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨ ｨｴ0209ｨｰ09ｨ. 68

169 ﾂｨｪｨｨｨｺ0609, ﾁｨｮｨｦｨｺ06. 00ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｪｨ ｨｬ 05ｨｰｨ 0702 ｨｨ04 ｨｬｨ ｨｰ08ｨｨ0204 ｨ 0405ｨｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪ04 09ｨｰ0806ｨｺｨｨ (ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 09ｨｰ0605ｨ 0204), ｨｺ06ｨｰ c i = 0, ｨｺ0605ｨｹｨｺｨｮ 09ｨｺ05ｨ 0 05ｨｰｨｨ0 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｪ02 ｨｨ04ｨｬ02ｨｪ0702ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ (3) ｨｨ, ｨ ｨｰ060006, ｨｪ ｨｮ09ｨｰｨｨｨｬ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ (4). (02ｨ ｨｨ09ｨｺ0506- ﾂ02ｨｪｨｨ ｨ ｨｴ0209ｨｰ09ｨ 09ｨ ｨｦｨｰ ｨ ｨｹ09ｨｺ ｨｪｨ ｨｮ ﾂｨｪ ｨｪｨｰ08ｨ 04080, ｨｮ0302 ｨ ｨｺｨ 04ｨ ｨｪ06 08ｨ ｨｪ0202). 05ｨ ｨｰ02ｨｬ, ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ (0) ｨｨ ｨｨ050609ｨｹ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02 09ｨｰ0806ｨｺ (ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 09ｨｰ0605ｨ ), ｨｺ06ｨｰ x ij = ｨｮ- n ﾆ j= 08ｨ ｨｨｨｬ0202ｨｰ ｨｨｨｰ0208ｨ 02ｨｨ06ｨｪｨｪ04ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208, ｨｺ0605ｨｹｨｺｨｮ ｨｮ0ｨ 0502ｨｪｨｨ02 09ｨｰ0806ｨｺ ｨｨ 09ｨｰ0605ｨ ｨｬ060302ｨｰ ｨｰｨｨ ｨｺ ｨｰ06ｨｬｨｮ, ﾂｨｰ06 n ﾆ ｨｮ ｨｨ02 x = ｨｪ0702ｨｰ ｨｪ0609ｨｹ ｨｪｨ ｨｮ0302 ｨｪｨ j= ij ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ08ｨｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ 0405ｨｨ ｨｮ ﾂ02ｨｪ04 ｨｬｨ ｨｰ08ｨｨ ｨ ｨｴ0209ｨｰ09, ｨｺ06ｨｰ ｨｨ05ｨｨ09ｨｹ ｨｬｨ 0504ｨｬｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ ｨｬｨｨ ｨｺｨ ｨｺ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬｨｨ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ ｨｪｨ ｨｬ02ｨｰ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07. 06ｨｪｨｰ ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｰ08ｨｨ ｨ 00ｨ 02ｨｬ ｨ ｨｴ0209ｨｰ09ｨ ｨｪｨ 05ｨｰ06ｨｬ 05ｨｰｨ 0702 ｨ 0405ｨｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪ04 ｨｨ04 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07, ｨｺｨ ｨｺ ｨｪ02 ｨｨｨｬ0206ｨｴｨｨ ｨｺ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ (08ｨ ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰｨ 0000ｨｨ , ｨｨｨｦ09ｨｺｨｨ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ04 ｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ 002ｨｰ07ｨｬ) ｨｨ ｨｮ 09ｨｰ ｨｨ ｨｰ0802ｨｰｨｹ ｨ ｨｴ0209ｨｰ09 ｨｬ0603ｨｪ ｨｨ090209ｨｰｨｨ ｨ 0800ｨｮｨｬ02ｨｪｨｰ ｨｺｨｮ ｨｰｨ ｨｺ ｨｪｨｨ07, ｨｰ ｨｮ ｨｺｨ ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ｨｨ ｨｺｨｨｨ 0208ｨｪ02ｨｰｨｨｨｺｨｨ ｨｪ02ｨｰ ｨｪｨｨ ﾂ020006, ｨｺ0806ｨｬ02 ｨｨ04ｨｮｨｬ0502ｨｪｨｨ ｨｨｨｰｨｬ ｨｪｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ06ｨｪｨｪ040 04ｨ 0ｨ ﾂ ｨｬ ｨｨ ｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ ｨ ｨｨｨｰｨｬ ｨｪｨｨ07 04ｨ 0ｨ ﾂ ｨｰ0907: n ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｦｨｰ ｨ ｨｴ0209ｨｰ09ｨ ; 0902ｨｺｨｰ0608 ｨｪｨ ｨｦ002ｨｪｨｪ040 00ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰ0600 c,..., c n : 0902ｨｺｨｰ0608 m,..., m n, ｨｺｨ 03004ｨｦ i-ｨｦ ｨｬ02ｨｪｨｰ ｨｺ06ｨｰ ｨC ｨ ｨｬ02ｨｪｨｰｨｨ08ｨｮ02ｨｬ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ ｨｰ08ｨ ｨｪｨｨ02 i ｨ ｨｦｨｰｨ ｨｪｨ 09ｨ ｨｦｨｰ04-ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨ ｨｴ0209ｨｰ09ｨ ; 0902ｨｺｨｰ0608 L,..., L n ｨC 06ｨ ｨｴ0202 ﾂｨｨ ｨｨ ｨｴｨｨ ｨｺ 06ｨｰ ｨｺｨ ｨ ｨｦｨｰｨ ｨｬ02ｨｪｨｪ04ｨｬｨｨ ｨｰ ｨｬ02ｨｪｨｰ04 ｨｬｨ ｨｰ08ｨｨ0204 X ｨｨｨｰｨｬ ｨｮ0 04ｨ 0ｨ ﾂ 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨ02ｨｬ ｨｰ060806ｨｦ ｨｬ ｨｨ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ, ｨ ｨｪｨｪ06ｨｦ ｨｪｨｨｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ02ｨｬ 04ｨｪｨ - ﾂｨｨｨｬ0609ｨｰ02ｨｦ K ｨｨｨｰｨｬ ｨｪｨｨ07 04ｨ 0ｨ ﾂ ｨｰ ｨｺｨｮ0809ｨｨ09ｨｪ04ｨｬ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ04ｨｬ ｨ ｨｬ ｨｰｨ ｨｪ060906ｨｺ m i 020ｨｨｨｪｨｨ02 09 ｨｺｨ 03006ｨｦ i-ｨｦ 09ｨｰ0806ｨｺ02 ｨｬｨ ｨｰ08ｨｨ0204 X. 0ｨ ｨｺｨ 03006ｨｬ 03ｨ ｨｺｨｮ0809ｨｨｨｨ, 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ 04ｨ 0ｨ ﾂｨｨ, 04ｨ ｨｪ0702ｨｰ ﾂ ｨｪｨ ﾂ02ｨｦｨｺｨ ｨｬｨ ｨｰ08ｨｨ0204 X ｨｨ 0904 ﾂｨｨ ｨｰ0907 ｨｪｨｨ03ｨｪ ｨｪｨｺｨ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｨ 06ｨｪｨ ｨｬ02ｨｪｨｹ0302 ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ ( ｨｦ ｨｬ ｨｨ) ｨｨ05ｨｨ ｨ 0605ｨｹ0302 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬｨ ( ｨｰ060806ｨｦ ｨｬ ｨｨ) ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｨ ﾂｨｨ090502ｨｪｨｪ040 08ｨ ｨｪ0202, ｨｰ ｨｪ0702ｨｰ ｨｺｨｮ0809ｨｨ09ｨｪ04ｨｦ ｨ ｨｨｨｰｨｬｨ ｨｮｨ ｨｹ ｨｺ 04ｨ ｨｪ02ｨｪｨｨ ｨｮ06ｨｴ02ｨｦ 07 ﾂ02ｨｦｨｺｨｨ ｨｺｨ ｨｮ ﾂｨ ｨｪ0609ｨｰｨｹ06 04ｨ ｨｪ02ｨｪｨｪ06ｨｦ ｨｬｨ ｨｰ08ｨｨ ﾂｨｨ ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ, ｨｨ, ｨｨ 06ｨｪ06 05ｨｮ ﾂ0302 ｨｨｨｬ0206ｨｴ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬｨ ｨｨ ﾂｨｨ090502ｨｪｨｪ040 08ｨ ｨｪ0202, ｨｰ06 05ｨｰ06 04ｨｪｨ - ﾂ02ｨｪｨｨ02 ｨｨ 04ｨ 0706ｨｬｨｨｨｪｨ 02ｨｰ0907 ｨｺｨ ｨｺ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬ. 0207ｨｨ09ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨ ｨ 05ｨｨ040609ｨ ｨｪ 09 09ｨｨ ｨ ｨｬｨｬ04 ｨｪｨ ｨｺ02 Java ｨｮ05ｨｹｨｰｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ 09 ﾂ02ｨｰ ｨｬ ｨｨ ｨｨ ｨｪ04 09 ｨｰｨ ｨ ｨｮ006ｨ 09ｨｰ09ｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 09 ｨｰｨ ｨ ｨｹ ｨ ｨｪ02ｨｪ04 09ｨｰ0806ｨｺｨｨ 3, 0 ｨｨ 9, 006ｨｰ07 06ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨｨｨ ｨｨ04 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07 05ｨｰｨｨ0 ｨｰ ｨ ｨｴ0209ｨｰ09 ｨｮ0302 ｨ ｨｺｨ 04ｨ ｨｪ06 08ｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ 09 ﾂ02ｨｰ ｨ ｨｨｨｬ02ｨｪ0609ｨ ｨｪｨｨ ｨ ｨｴ0209ｨｰ09ｨ 06ｨ ｨ 05ｨｨ02ｨ 2 06ｨｰｨｺ ｨｰｨｺ ｨｨ ｨｨ 2 09ｨ ｨｪｨｪ ｨ ｨｬ02ｨｪｨｪｨ ｨｰｨｹ Medlinks ｨｪｨｨ ｨｨｨｰ02ｨｰ ｨ ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰｨ 0000ｨｨ ｨC ｨC ｨｺｨｰ0806ｨｪｨｪ ｨ ｨｨｨｨ ｨｨｨｪｨｨ09ｨｰ020809ｨｰ09ｨ ｨｨｨｦ09ｨｺ06ｨｦ ｨ 02ｨｨｨｨ ｨ ｨｦｨｰ04 08ｨ ｨｬ0906ｨｬ0605ｨｹ09ｨｺｨ ｨ 090ｨ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ ｨｦｨｰ ｨ ｨｦｨｰ04 ｨｬｨｮｨｪｨｨ02ｨｨ07ｨ 05ｨｨｨｰ02ｨｰ ｨ 08ｨ ｨｰ060909ｨｺ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ Web ｨｮ ｨｰ ｨｨｨｦ09ｨｺｨｨ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ04 ｨC ｨC ｨｹ ｨ ｨｦｨｰ0609 ｰ05ｨ ｨｺ06ｨｪ04, 04ｨ ｨｺ06ｨｪ060ｨ ｨｰ0205ｨｹ09ｨｰ-0906 ｨｨ 0708ｨ 0906 ｱ ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ Ket.Ru ｨｮ08ｨｪｨ ｨｪｨｴｨｨｨｪ ｨｨｨ 02ｨｨ ｨｪ06-09ｨｮｨｬｨ 03ｨｪｨ 07 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ ｨｺ-ｨｬｨｮ0404ｨｺｨ ｨｨ00ｨｨ ｨ ｨ 09ｨｨ ｨｮ0707ｨ 09ｨ ｨｦｨｰ0609, ｨｪｨｪｨ 07 ｨｪｨ Narod.ru ｨｪｨｰ0208ｨｪ02ｨｰ 002ｨｰ07ｨｬ ｨC ｨC 2008ｨ ｨｰｨ ｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ F(X) ｨｨ F2(X) ｨｪｨ ｨｬｨ ｨｰ08ｨｨ0202 X real 0904 ﾂｨｨ ｨｨ09ｨｹ 09 MS Excel. 0308ｨｨ ﾂ02ｨｬ 0908ｨ 04ｨｮ 0302 n 0708ｨｨ ｨｹ 06ｨｰｨｺｨ 04ｨ ｨｰｨｹ ｨｰ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07 ﾆ xij = 0, 6ﾑ6 j : c j ﾝ K ｨｨ 2, ｨｺ0605ｨｹｨｺｨｮ 09 ｨｬｨ ｨｰ08ｨｨ02ｨ 0 X real ｨ ｨｴ0209ｨｰ09 ｨｨｨｬ0205ｨｨ09ｨｹ ｨｺｨｨ 06ｨｰ ｨ ｨ ｨｺ 0009ｨｨ05ｨｹｨｪ06ｨｬｨｮ03, ｨｪｨ 08ｨｮ03ｨ 06ｨｴｨｨ02 0ｨ ｨｪｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ02 ｨｨ 00205ｨ 06ｨｴｨｨ02 09ｨｨ09ｨｰ02ｨｬｨｮ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨｪ ｨｬ0209ｨｰｨｪ06ｨｦ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪｨ 05ｨｰｨ ｨ 09 ﾂ02ｨｰ ｨｰ080602ｨｪｨｪ04ｨｬ ｨｬ ｨｬ ｨｨ ｨｴ02 060ｨｪ06 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨ ｨｮ ﾂ02ｨｰ06ｨｬ 06ｨｰｨ 08ｨ ｨ ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨｨｦ ｨ ｨｨｨｰｨｬ ｨｪｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨｨ ｨｨ 2 ｨｮ070806ｨｴｨ 02ｨｰ0907 ｨｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ﾂｨｨｨｰｨ ｨｪ 09 MS Excel. 0207ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 F(X opt ) ｨｺｨ ｨｨ ｨ ｨｴ0209ｨｰ ﾂｨｨ ｨｨ09ｨｹ ｨｬ06ｨｴｨｹ ｨ ｨｬｨｬｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ, 0607ｨｨ09ｨ ｨｪｨｪ ｨｮｨｪｨｺｨｰ i= 69

170 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｺｨ ﾂ0209ｨｰ ｨｰｨｺ0506ｨｪ02ｨｪｨｨｨｦ 0706 ｨｬ ｨｬ 0708ｨｨ ｨｪ06 06ｨｰｨｪ060302ｨｪｨｨ02 F(X opt )/ F(X real ) ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ02 02 ﾂ0209ｨｨ0ｨｪ ｨｨ00208ｨ ｨC ｨ ｨｴ0209ｨｰ ｨｮ0707ｨ 09ｨ ｨｦｨｰ0609, ｨｪｨｪｨ 07 ｨｪｨ Narod.ru03, ｨC ｨｬ04 ｨｨ09ｨｺ0506 ﾂｨｨｨｬ ｨｨ04 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 09ｨｮ03002ｨｪｨｨ07, , ｨｨ ﾂｨｨｨｪ ｨｨ03ｨｹ ﾂ02ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609, ｨ ｨｰ , ｨC ｨｪ06ｨｰ ｨ 00ｨ ｨｺ ｨｪｨｨ02 05ｨｰ ｨ ｨｴ0209ｨｰ09ｨ ｨ ｨ ｨｪ06 09 ｨ ｨ ｨｰｨｪ06ｨｦ 06 ﾂ0209ｨｨ0ｨｪ0609ｨｰｨｹ ｨｰ060006, ｨｰｨｪ060302ｨｪｨｨ ｨｺ ｨｬ02030ｨｮ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｨ ｨｺ ｨｪｨ 0060ｨｨｨｰ ｨｰｨ ｨｺ06ｨｦ ｨｨｨｨ, ｨｺｨ ｨｺ ｨ ｨｮ0ｨｰ06 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｨ ｨｨ05ｨｨ09ｨｹ ｨｪ02 09ｨｰｨ 09ｨｨｨｰｨｹ 0009ｨｪ0203ｨｪｨｨ0 ｨｪ0206ｨ 0704ｨ ｨｰ0205ｨｹｨｪ ｨｺ ｨｦ (ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｪ020603ｨｨ0ｨ ｨｪｨｪ04ｨｦ ｨ 09ｨｰ ) ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺ 09 09ｨ ｨｦｨｰｨ, ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ040 08ｨｪ002ｨｺ0906ｨｬ, 09ｨｰ0605ｨｹ ｨｨｨｺ06. 0ｨ 0708ｨｨｨｬ0208, 09ｨ ｨｦｨｰ04 ｨｨ ｨ ｨｴ0209ｨｰ09ｨ 0004ｨｮ08ｨｪｨ ｨｪｨｴｨｨｨｪ ｨｪ ｨ 09ｨｪｨｨｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｨ ｨｴｨｨ ｨｺ ｨ ｨｴ0209ｨｰ0906ｨｬ 0008ｨ ｨｰｨ ｨｨ03, ｨ ｨｪ0202 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｨ ｨｴｨｨ ｨｺ, 0708ｨｨ006007ｨｴ ｨｪｨ ｨｺｨ 03004ｨｦ ｨｨ ｨｨ ｨ ｨｪｨｪ040 09ｨ ｨｦｨｰ ｨ 09ｨｪ ｨｰ09ｨｨ02 05ｨｰ060006, ｨｰｨｪ060302ｨｪｨｨ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 09ｨｪｨｮｨｰ0802ｨｪｨｪｨｨ ｨｺ ｨｬ02030ｨｮ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｺ (0ｨ 0302 ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨ ｨｴ0209ｨｰ09ｨ 0008ｨ ｨｰｨ ｨｨ03, ｨｰｨｪ060302ｨｪｨｨ02 08ｨ 09ｨｪ ) ｨｪ02ｨｬ 08ｨ 09ｨｪ ｨｰ0209ｨｰ0902ｨｪｨｪ06, 05ｨｰ06ｨｰ 00ｨ ｨｺｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨ0702ｨｰ ｨｪｨ ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04ｨｦ 0708ｨｨ080609ｨｰ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ (09ｨｬ ｨｬｨｮ05ｨｮ ()). 006 ｨｨｨｬ02ｨｪｨｪ06 05ｨｰ06ｨｰ 00ｨ ｨｺｨｰ ｨｺ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ 09ｨｰ0605ｨｹ ｨｨ002ｨ 05ｨｹｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ07 F(X opt )/ F(X real ) ｨ ｨｴ0209ｨｰ09ｨ 0008ｨ ｨｰｨ ｨｨ03: ｨｺｨ ｨｺｨｨｨｬｨｨ ｨ 04 ｨｪｨｨ ｨ 0405ｨｨ ｨ ｨ ｨｪｨｪ ｨｦ09ｨｰ09ｨｨ07, 06ｨｪｨｨ 0ｨ 0ｨｮｨｰ 0905ｨｨ03ｨｺ06ｨｬ ｨｬｨ 0504ｨｦ 0802ｨ 05ｨｹｨｪ04ｨｦ ｨｺｨｰ ｨｰ06ｨｬｨｮ ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨ ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｪｨｨ07 ｨ 0405ｨｨ 06ｨｰ06ｨ 08ｨ ｨｪ04 ｨｰ0605ｨｹｨｺ06 ｨｰ ｨ ｨｴ0209ｨｰ09ｨ, 09 ｨｺ06ｨｰ , ｨｮ070806ｨｴ02ｨｪｨｪ , ｨ ﾂｨｰ06 08ｨ ｨｰｨｹ, ｨｰ ｨｰｨｹ, , ｨｰｨｪ060302ｨｪｨｨ ｨｪ0203ｨｪｨｨ ｨｺ ｨｺ 0009ｨｪｨｮｨｰ0802ｨｪｨｪｨｨｨｬ03 ｨ ｨｪ ｨｨ03ｨｺ06ｨｬ ｨ 0605ｨｹ03ｨｨｨｬ, ｨｨ, ｨｰ , 09ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 0708ｨｨ080609ｨｰ ｨｰ0600 ｨ 0405 ｨｪ ｨｨ03ｨｺ06ｨｬ ｨｬｨ 0502ｨｪｨｹｨｺｨｨｨｬ ｨｮｨｺｨ 04ｨ ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨ ｨｺ 08ｨ 09ｨｪ04ｨｬ 00, ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ 09ｨｮｨｬｨｬｨ 08ｨｪ04ｨｦ 0708ｨｨ080609ｨｰ ｨｰ ｨ 09ｨｪ04ｨｬ 50 ｨｨ 06ｨｰｨ ｨｨ ｨ ｨｴ0209ｨｰ09ｨ, ｨｪ ｨ 0ｨ 06ｨｴｨｨ ｨｰｨｨ 08ｨ ｨｬｨｺｨｨ, ｨｮ ﾂｨｨｨｬ ｨｮ06ｨｴｨｮ ｨｰ0208ｨｺｨｮ ｨ ｨｴ0209ｨｰ09, ｨｪｨ ｨｨｨ ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ ｨ ｨ ｨｪｨｪ06ｨｬｨｮ ｨｪｨｨ ｨｨ (09 09ｨｺ06ｨ ｨｺｨ 0 ｨC 06ｨｰｨｺ0506ｨｪ02ｨｪｨｨ02): ｨC ｨｨ00ｨｨ ｨ ｨ 09ｨｨ02 (0.997); ｨC 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ Ket.Ru (0.994); ｨC 00ｨｨｨｪｨｨ09ｨｰ020809ｨｰ09ｨ 0408 (0.925); ｨC 05ｨ ｨｦｨｰ04 08ｨ (0.905); ｨC ｨｪ06-09ｨｮｨｬｨ 03ｨｪｨ 07 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ (0.79). 00 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｬ0603ｨｪ06 09ｨｺｨ 04ｨ ｨｰｨｹ, ﾂｨｰ ｨｪｨｨ ﾂ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｰ0907 ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨｺ ｨ ｨ ｨｪｨｪ06ｨｬｨｮ. ﾁｨｰ06 ｨｺｨ 09ｨ 02ｨｰ ｨｨ 2, 08ｨ 0909ｨｰｨ ｨｪ0609ｨｺｨ 05ｨｰｨｨ ｨ ｨｴ0209ｨｰ ｨｰｨｺ0506ｨｪ02ｨｪｨｨ06 06ｨｰ 0607ｨｰｨｨｨｬｨｮｨｬｨ 0ｨ 02ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨｺ: ｨC 05ｨ ｨｦｨｰ04 08ｨ (.3); ｨC 00ｨｨｨｪｨｨ09ｨｰ020809ｨｰ09ｨ 0408 (2.2); ｨC 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ Ket.Ru (4.0); ｨC ｨｨ00ｨｨ ｨ ｨ 09ｨｨ02 (5.3); ｨC ｨｪ06-09ｨｮｨｬｨ 03ｨｪｨ 07 09ｨ ｨｪｨｪ0208ｨｪｨ ｨｰｨｹ (8.7). 00 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02, ｨｪｨｨ02, ｨ 05ｨｨ04ｨｺ0602 ｨｺ ｨ ｨ ｨｪｨｪ06ｨｬｨｮ, 00ｨｨｨｺ09ｨｨ08ｨｮ02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 ｨｮ ｨ ｨｴ0209ｨｰ09ｨ 09ｨ ｨｦｨｰ ｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 06ｨｪ002ｨｺ09 02ｨｨｨｰｨｨ080609ｨ ｨｪｨｨ07. [060502ｨｺｨｰ0806ｨｪｨｪ04ｨｦ ｨｮ0809] ｨC ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [2] 0ｨ ｨ ｨ ｨｪｨｪ040. [060502ｨｺｨｰ0806ｨｪｨｪ04ｨｦ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : description.xml. [3] 0302 ﾂｨｪｨｨｨｺ ｨ 0ｨ ﾂｨ 08ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ ｨ ｨｬ02ｨｪｨｰｨｨ08ｨｮ02ｨｬ06ｨｦ 0506ｨｺｨ 05ｨｨ040609ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ02 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ / ﾂｨｪｨｨｨｺ0609 // 0608ｨｮ004 06ｨｪ09ｨｰｨｨｨｰｨｮｨｰｨ 0708ｨｨｨｺ05ｨ 0ｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ ｨC ｨC82. [4] 0302 ﾂｨｪｨｨｨｺ ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｨ ｨｺ ｨｺｨ 05ｨｨ040609ｨ ｨｪｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ02 ｨｨｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ / ﾂｨｪｨｨｨｺ0609 // 05ｨｨ09ｨｰ02ｨｬ04 ｨｮ0708ｨ ｨｪｨｨ07 ｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ ｨC ｨC96. [5] ｨ ｨｨ ﾂ ｨｮｨｬ0202ｨｬ 06ｨ 0060ｨｨｨｰｨｹ, 09ｨｰ0806ｨｨｨｰｨｹ ｨｨ 06ｨｰ0902 ﾂｨ ｨｰｨｹ ｨｪｨ 04ｨ ｨｨｨｬ0208ｨｪ ｨｬｨｨ0505ｨｨｨ 080ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609. [060502ｨｺｨｰ0806ｨｪｨｪ04ｨｦ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : webplanet.ru/news/interview/2006/2/6/ilya_segalovich.html. [6] 0504 ﾂ ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨ ｨ ｨ ｨｴ0209ｨｰ ｨ ｨ 05ｨｹｨｪ06ｨｦ 0902ｨｰｨｨ WAP ｨｮ / ﾂ0209, ｨ 0302ｨｪ0609 // 06ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ ｨC ｨC44. [7] ｨｨｨｬ02ｨｪｨｺ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ07 08ｨ 09 ﾂ02ｨｰｨ ﾂｨｪ06ｨｦ ｨｮ050708ｨｪ0609ｨｰｨｨ ｨｨ ｨｮ ﾂ02ｨｰｨ ｨｨ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ / ｨｨｨｬ02ｨｪｨｺ06 // 06ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨC ｨC282. [8] Brin S. The Anatomy of a Large-Scale Hypertextual Web Search Engine / S. Brin, L. Page // Computer Networks and ISDN Systems P. 07ｨC7. Mathematical models of coherent behavior for small web-communities Andrey A. Pechikov, Julia V. Chuiko One of the problems of the search algorithms that take into account the availability of external links to a document or site is the ability to artificially increase the link popularity by exchanging links. The main purpose of this work is to study the agreed conduct of the so-called 00small professional web-communities03 on the basis of two proposed mathematical models, optimization of target functions is treated as a coherent behavior. Studies conducted on the basis provided by Yandex host-graph have completed the considered data models, bringing them to a real description of the Internet communities. Studies twenty communities selected expert way, found a number of communities, to conduct close to the agreed. 70

171 ｨｪ06ｨｬｨ 0802ｨｪｨｺ06, ｨｮｨｺｨｨｨｪ, ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0709ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ06ｨｬｨｮ ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｨ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬｨｪ ｨ 08ｨ ｨｬ02ｨｰ ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｪ06ｨｬｨ 0802ｨｪｨｺ06 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ ｨ ｨｺ0609ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｨｨｬ ｨｮｨｺ060909ｨｺ , 09ｨ 08ｨｹｨｺ0609, 07ｨｺ08ｨ ｨｨｨｪｨ ｨｮｨｺｨｨｨｪ 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ ｨ ｨｺ0609ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｨｨｬ ｨｮｨｺ060909ｨｺ , 09ｨ 08ｨｹｨｺ0609, 07ｨｺ08ｨ ｨｨｨｪｨ ｨ 08ｨ ｨｬ0609 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ ｨ ｨｺ0609ｨｬｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｨｨｬ ｨｮｨｺ060909ｨｺ , 09ｨ 08ｨｹｨｺ0609, 07ｨｺ08ｨ ｨｨｨｪｨ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｮ02ｨｰ ｨ 0ｨ ﾂｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｨ06 09 ｨ 0605ｨｹ03ｨｨ0 ｨ ｨ 04ｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｺ06ｨｬ070502ｨｺ09ｨｪ04ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ ｨｨ04ｨｪｨ ｨｺ ｨｪ ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ04ｨｦ ｨｪｨｨ ｨｨ04ｨｪｨ ｨｺ0609 ｨｬ ｨ ｨｨ07, ｨｰｨ ｨｴ02ｨｦ 0906ｨ 06ｨｦ ｨｪｨｪｨｮ06 09ｨｮｨｬｨｬｨｮ ｨ 0605ｨｹ ﾂｨｨ0905ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｪｨｨ06 ｨｮ ｨｪ02ｨｪｨｪ040 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｪ06ｨｺ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ( ｨｪｨｨ0 ｨ ｨｮｨｴ0209ｨｰ090502ｨｪ06 00 ｨｰ ﾂ ｨｪ06ｨｺ ｨ ｨｨ07), ｨｨ ｨｹ040609ｨ ｨｪｨｪ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ ｨｬｨｨ080609ｨ ｨｪ ｨ ｨ ｨｪｨｺ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (ｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ), ｨｺ06ｨｰ ｨｪ ﾂｨｨ090507ｨｰｨｹ ｨｰ0605ｨｹｨｺ ｨｨｨｺｨｰ060008ｨ ｨｬｨｬｨ ｨｬ (ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｪ04ｨｬ ｨｺ0607ｨｨ07ｨｬ) ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ ﾂ02ｨｪ ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｬ ｨ ｨｨ07, ｨｺｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｺ06ｨｰ060806ｨｦ ｨｬ06ｨｪ09ｨｰ08ｨｨ080609ｨ ｨｪｨ ｨｪｨ 0708ｨｨｨｬ0208ｨ ｨｨ09ｨｺｨ ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨ ｨｪ ｨｺ ｨｨｨｦ 09 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ ｨｪｨｨ02 ｨｨ 06ｨ ｨ ｨ 06ｨｰ 0706 ｨｨ ｨｮ02ｨｬ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｨ ﾂ0209ｨｰ0906 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 08ｨ 04ｨｬ02ｨｴｨ 02ｨｬ ｨｪｨｰ0208ｨｪ02ｨｰ02 ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ08ｨｮ02ｨｬ ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ, 08ｨ 09ｨｰ02ｨｰ ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｨ. 00 ｨ ｨ ｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨｪ002ｨｺ09 ｨｪｨ ｨｺ06ｨｪ ｨ ｨｺ ｨｬ05ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｪｨ ｨｺ06ｨｪ ｨｨ0 ﾂｨｨ ｨｰｨｨ ｨｬ05ｨｪ ｨ 0605ｨｹ ｨｦ ｨｹ04ｨｮ06ｨｰ ｨｨ09ｨｺ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｬ0502ｨｪｨｨ ｨｨ ｨｪｨｰｨ 02ｨｨｨｦ, 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｦ ｨｨ ｨｰ ｨｮ ｨｰ ｨｪｨｨ ｨ ｨｰ09ｨｰ09ｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｰ ｨｨ03ｨｹ ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪｨ 07 ﾂｨ 09ｨｰｨｹ 05ｨｰｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ( ｨｪ0609ｨｪ06ｨｬ, 05ｨｰ06 ｨｺｨ 09ｨ 02ｨｰ ｨ ｨｰｨｪ040 ｨ ｨ 04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ) ｨｰｨ 05ｨｹｨｪ ｨｰｨｮ0702ｨｪ ｨｰ0605ｨｹｨｺ ｨｨ09ｨｺ 0706 ｨｺ0506 ﾂ020904ｨｬ ｨ ｨｬ ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬ ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｰｨ ｨｺ ｨ [5, 6] 00205ｨ 02ｨｰ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｮ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, 0706ｨｨ09ｨｺｨ ｨｪ06ｨｬｨｮ ｨｨ05ｨｨ ﾂｨ 09ｨｰｨｨ ﾂｨｪ06ｨｬｨｮ ｨ ｨｨ06. 05ｨ 0ｨ ﾂｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｬ ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｰ0209ｨｪ ｨ ｨｪｨｪ ｨｪｨｨｨｬｨｨ 04ｨ 0ｨ ﾂｨｨ ｨ ｨｪｨｨ07 ｨ 002ｨｺ09ｨ ｨｰｨｪ040 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ ｨｦ 0709ｨｨ006-09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｨ07ｨｰｨｨ07 ﾂ ｨｺｨ ｨｪ ｨｬ ｨｰ ｨ 05ｨ 09ｨｰｨｹ06 ｨｨｨｪｨｰ02ｨｪ09ｨｨ09ｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ [8, 6]. 0308ｨｨ 05ｨｰ06ｨｬ ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ0402 ｨｬ ｨ ｨｨ07 ｨｬ0603ｨｪ06 ｨｮ ｨｪ06 08ｨ 04ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｬ ｨ 05ｨｨ04ｨｺ ｨ ｨｨ07 ｨｨ ｨｬ ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨ ｨｨ ｨｬ0208ｨ ｨｬ 00ｨ 05ｨｨ04ｨｺ ｨ ｨｨ07 06ｨｰｨｪ060907ｨｰ0907 ｨｬ020804, ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｪ0402, ｨｪ0609ｨｪ06ｨｬ, ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｬ02ｨｰ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ 09ｨｨ00206 ｨC 0903ｨ ｨｰｨｨ07, 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ, ｨｰｨ ｨｪ ｨｪｨｨ07 ｨｨ 008. [8, 4]. 08 ｨｬ0208ｨ ｨｬ 00 ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨ ｨｨ07 06ｨｰｨｪ060907ｨｰ0907 ｨ ｨｪ0402 ｨｬ020804, ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｪ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨｨ0 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ 09 ｨ 0605ｨｹ03ｨｨ0 ｨ ｨ 04ｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ [5, 6]. 0209ｨｪ0609ｨｪ06ｨｦ ｨ 02ｨｪｨｪ0609ｨｰｨｹ06 ｨｬ ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨ ｨｨ ｨｰ0907, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｺｨ 07 09ｨｰ020702ｨｪｨｹ 08ｨ 0405ｨｨ ﾂｨｨ07 ｨｬ02030ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨｨｨｬ02ｨｰｨｹ ｨｪ02060ｨｨｨｪｨ ｨｺ ｨ 04ｨｬ020804, ｨｨｨｨ, ｨｰ0609ｨｮ06 00ｨ ｨｬｨｬｨｮ, ｨｺ06ｨｪｨｰ08ｨ 09ｨｰ ｨｨ 008ｨｮ00ｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｬ0603ｨｪ ｨｨｨｰｨｮｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｬ0603ｨｪ06 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ 0706 ｨｨ ｨｪ0609ｨｰｨｨ ｨｨ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｬ04ｨｬ ｨｰｨｨ07ｨ ｨｬ ｨ ｨｨ07 ｨｪｨ ｨｰ08ｨｨ ｨ 0605ｨｹ03ｨｨ0 ｨｺ05ｨ 0909ｨ (08ｨｨ09. ). 0306ｨｨ09ｨｺ 0706 ｨｮｨｬ 02ｨｪ ｨｹ03 02ｨｪｨｪ06ｨｦ ｨｺ0607ｨｨｨｨ ｨｨ05ｨｨ 09ｨｨ05ｨｹｨｪ ｨ ｨｰ06ｨｬｨｮ 05ｨｺ0402ｨｬ ｨｮ 05ｨ ｨｬ04ｨｦ ｨｰ06ｨｦ 0905 ｨｮ ﾂｨ ｨｦ, ｨｺ06000ｨ ｨｬｨ 06 ｨ ｨｲ02ｨｺｨｰ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ0609ｨｰｨｹ ｨ 0ｨ 02ｨｰ 0308ｨ ｨｺｨｰ ｨｨ ﾂ0209ｨｺｨｨ 02 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ 0706 ｨｨ09ｨｺｨ 0306ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 08ｨ 04ｨｪ04ｨｬｨｨ ｨｨ07ｨｬｨｨ ｨｨ05ｨｨ ｨ 00ｨｬ02ｨｪｨｰｨｮ ｨｺｨｰｨｨ0902ｨｪ 0706ｨｨ09ｨｺ ｨｰ0605ｨｹｨｺ ｨｬ02 ｨｨ ｨｪｨｮ0302ｨｪ ｨｮ ﾂ02ｨｰ ｨ ｨｨ ｨｺｨ ｨｺｨｨｨｬ-ｨｰ06 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ 0306ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ06ｨｦ 0006ｨｰ ｨｨｨｨ ｨｨ05ｨｨ ｨｺｨ 08ｨｰｨｨｨｪ 060ｨｪ ｨｮ00603ｨｪｨｨｨｺｨ ｨｬ060302ｨｪ 0706ｨｨ09ｨｺ ｨ ｨｨ07 ｨｰ0605ｨｹｨｺ ｨ ｨ 05ｨｹｨｪ04ｨｬ ｨｨ 0506ｨｺｨ 05ｨｹｨｪ04ｨｬ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬ 04ｨｨ ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ0 09ｨｨｨｰｨｮｨ 02ｨｨｨｦ 0706ｨｨ09ｨｺｨ 0209ｨｪ0609ｨｪ04ｨｬｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬｨｨ ｨｺ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ0907: ) ｨｺｨ 07 09ｨｺ ｨｰｨｹ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｬ ｨ ｨｨ07; 2) ｨｰ06ｨｰｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ; 3) ｨｮ ﾂ02ｨｰ ｨ 02ｨｪｨｪ0609ｨｰ02ｨｦ 0709ｨｨ00609ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨｨ07ｨｰｨｨ07 ﾂ ｨｺｨ [8]; 4) 0806ｨ ｨ 09ｨｰｨｪ0609ｨｰｨｹ ｨｺ ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ ｨｨｨｦ, 0708ｨｺ0609ｨｰｨｨ, ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨ ｨｨ ｨｬ02ｨｪｨｪ0402 ｨｪｨ ｨｨｨ ｨ 0409ｨｨｨｰ ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ ｨｺｨ ｨｺ06ｨｬ-05ｨｨｨ 06 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨｨｨ ｨｪ06ｨｦ ｨｬ ｨ ｨｨ07 ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｬ ｨｨ04ｨｪｨ ｨｺ0609 [5, 6] ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (08ｨｨ09. 2), 0609ｨｪ0609ｨｪ04ｨｬｨｨ ｨｺ05ｨ 0909ｨ ｨｬｨｨ ｨｺ06ｨｰ ｨｰ0907: 0708ｨｨ04ｨｪｨ ｨｺｨｨ ｨｬ04 (ｨｪｨ ｨｨｨ ｨ 0502ｨｬｨｪ04ｨｦ) [8], ｨｰ ｨｨ04ｨｪｨ ｨｺｨｨ [6] ｨｨ ｨｰ02ｨｺ09ｨｰｨｮ08ｨｪ ｨｨ04ｨｪｨ ｨｺｨｨ [9] ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 7

172 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｬ0603ｨｪ06 ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｰｨｹ 0706: ) ｨ ｨｮ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｪｨｮ ｨｬ0208ｨｮ ｨ ｨｨ07; 2) ｨｪｨ 06ｨ ｨｮ ﾂｨ 02ｨｬ0402 (09 06ｨ 08ｨ ｨｰｨｪ06ｨｦ ｨｹ06) ｨｨ ｨｪ02 06ｨ ｨｮ ﾂｨ 02ｨｬ0402. ﾁｨ ｨｴ ｨｰ0802 ﾂｨ 02ｨｰ ｨｰ080602ｨｪｨｨ02 ｨｬ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺｨ ｨｺ ｨｪｨｪ06ｨｦ 09ｨｮｨｬｨｬ04 06ｨｰ00205ｨｹｨｪ ｨｬ02ｨｪｨｰｨ 08ｨｪ040 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ [6, 5, 6], 006ｨｰ07 ｨｨｨｪ06000ｨ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0402 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ [9], ｨｨ 0ｨ 0302 ｨｪ02ｨｦ080609ｨｰ08ｨｮｨｺｨｰｨｮ0804 [2] ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ0600ｨｮｨｰ 04ｨ 0ｨ 09ｨ ｨｰｨｹ ｨｺ ｨｰｨ ｨｬｨｨ [6] 05ｨｨｨ ﾂｨｨ090507ｨｰｨｹ ｨ ｨｮ ﾂ02ｨｪｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ ｨｬ ｨ 0405ｨｨ ﾂｨｪ0402 ｨｬ02ｨｰ ｨ ｨｮ ﾂ02ｨｪｨｨ07, 06ｨｰ 0002ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨｨｨｰｨｬ0609 [7] ｨ ｨｬ ｨ ｨｪｨｨ04ｨｮ06ｨｴｨｨ00907 ｨｺｨ 08ｨｰ [0]. ﾁｨ 09ｨｰ06 06ｨ ｨｮ ﾂ02ｨｪｨｨ ｨ 02ｨｰ0907 ｨｨ ｨｪｨ 05ｨｰｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 0706ｨｨ09ｨｺ ｨ ｨｹ040609ｨ ｨｰ ｨｨ ｨｨ0 ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ07 [0, 20]. 00 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｬ04 08ｨ 0909ｨｬ06ｨｰ08ｨｨｨｬ ｨｰ080602ｨｪｨｨ02 ｨｬ ｨ ｨｨ07 ｨｺｨ ｨｺ ｨｪｨｪ06ｨｦ 09ｨｮｨｬｨｬ04 ｨ 0605ｨｹ ﾂｨｨ0905ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ02ｨｦ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ ｨｺｨ 07 ｨｬ0208ｨ ｨ ｨｨ07, ｨｺ0806ｨｬ ｨｰ06ｨｰ ﾂｨｨ090502ｨｪｨｨ07, 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｰ06ｨｰ06ｨｦ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ (ｨｪｨ 08ｨ ｨｴｨｨ09ｨ 02ｨｬ0609ｨｰｨｨ), ｨ ｨｰｨ ｨｺ ｨｰ 0609ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ 0706ｨｨ09ｨｺ 0706 ﾂｨ 09ｨｰｨｨ ﾂｨｪ06ｨｬｨｮ ｨ ｨｨ06 ( ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06 06ｨ ｨｪｨｮ05ｨｨｨｰｨｹ ﾂｨ 09ｨｰｨｹ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609) ｨｬ02 ｨｰ060006, ｨｪｨ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0609ｨｮｨｴ0209ｨｰ090502ｨｪｨ ｨｨ0ｨｪｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609, ﾂｨｰ06 09ｨ 03ｨｪ ｨｰ080602ｨｪｨｨ ｨｨ00060ｨｪ06ｨｦ ｨｺ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｨ06 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ ｨ ｨｪｨｨ , ﾂ02ｨｬ 0607ｨｨ09ｨ ｨｰｨｹ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｬ02ｨｰ ｨｰ080602ｨｪｨｨ07 ｨｬ ｨ ｨｨ07, ｨｪ02ｨｬ0907 ｨｺ ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ07ｨｬ, ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｬ04ｨｬ ｨｪｨ 0708ｨｨ00060ｨｪｨｮ06 ｨｺ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｨ06 09ｨｨ09ｨｰ02ｨｬｨｮ 0706ｨｨ09ｨｺｨ. 0308ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨ ｨｪ0702ｨｰ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｪｨ 07 ｨｺ0607ｨｨ07 (thumbnail, 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬｨ ) 09 08ｨ 04ｨｬ0208ｨ ｨｬｨｨ 06ｨｰ 00 ﾁ 00 (0706ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ 08ｨｪ002ｨｺ09) ﾁ 28 (0706ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ Google) 07ｨｨｨｺ ｨｦ ｨｬｨ ｨｰ02 JPEG ｨｺｨ 030ｨ 07 ｨｰｨ ｨｺｨ 07 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬｨ 04ｨ ｨｪｨｨｨｬｨ 02ｨｰ 0708ｨｨｨｬ0208ｨｪ06 2ｨC3 ｨｺｨｨ0506ｨ ｨ ｨｦｨｰｨ 07ｨ ｨｬ07ｨｰｨｨ. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨ ﾂ02ｨｪｨｨ ｨｺ06ｨｦ 09ｨｺ ｨｰｨｨ 0706ｨｨ09ｨｺｨ ｨｨ04ｨｪｨ ｨｺｨｨ ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｪ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｰｨｹ0907 ｨｨ 008ｨ ｨｪｨｨｨｰｨｹ ｨｰ06ｨｦ 0302 ｨ ｨ ｨ ｨｪｨｪ040 09ｨｬ0209ｨｰ ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ06ｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ 08ｨ 04ｨｮｨｬｨｪ04ｨｬ ｨｰｨ ｨｰ ｨｪｨｨ02 06ｨ ｨｲ02ｨｬｨ 07ｨ ｨｬ07ｨｰｨｨ ｨ ｨｪ02ｨｪｨｨ ｨｺｨｰ0608ｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｬ02ｨｪｨｹ , ﾂ02ｨｬ ｨｰ0802ｨ ｨｮ02ｨｰ ｨ ｨｪ02ｨｪｨｨ07 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ04, ｨｪｨ 0708ｨｨｨｬ0208, ｨｪ02 ｨ ｨ ｨ ｨｦｨｰ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ ﾂ02ｨｪｨｨ ｨｰ06ｨｰ04 09ｨｪ ｨｪｨｨ07 ｨｨ ｨｪｨｨ04ｨｺ06ｨｦ 09ｨｰ06ｨｨｨｬ0609ｨｰｨｨ ｨｪｨｨ07 (ｨｪｨ 08ｨ ｨｴｨｨ09ｨ 02ｨｬ0609ｨｰｨｨ) 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04ｨｪｨ ｨｺｨｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ 0904 ﾂｨｨ090502ｨｪｨｨｨｨ ｨｬ ｨ ｨｨ07, ｨ ｨｰ0205ｨｹｨｪ06 08ｨ 0909 ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｰ0605ｨｹｨｺ06 ｨｪｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨ ｨｪ02ｨｪｨｪ ｨ ｨ ｨ ｨｪｨｪ040 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰｨｨ09ｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ 0506ｨ 06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ ｨ ｨｨｨｰｨｬｨ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｬ ｨ ｨｨ07 ｨｬ060302ｨｰ 0706ｨｰ0802ｨ 0609ｨ ｨｰｨｹ ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ ｨｨｨｦ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ ｨ ｨ ｨ ｨｪｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0308ｨｨ ｨｪ02ｨｬ 08ｨ 04ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 008ｨ (0ｨ ｨｪｨｪ ｨｪ002ｨｺ09) ｨｨ 06ｨ ｨｴ02ｨｬ ﾂｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰｨｪｨｨ ｨｬｨｨ0505ｨｨ06ｨｪ0609, 06ｨ ｨｲ02ｨｬ 09ｨｺｨ ﾂｨｨ09ｨ 02ｨｬ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｬ060302ｨｰ ｨｰｨ 09ｨｨｨｰｨｹ ｨｰｨｺｨｨ ｨｰ0208ｨ ｨ ｨ ｨｦｨｰ, ﾂｨｰ06 ｨｪ020708ｨｨ02ｨｬ0502ｨｬ06 ｨｨ04-04ｨ ｨ 0605ｨｹ03ｨｨ ｨｬ02ｨｪｨｪ040 04ｨ ｨｰ08ｨ ｨｰ ｨｪｨ 09ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ02 ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ 0ｨ ｨｪｨｪ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0708ｨｨ 08ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｪｨ 0302ｨｦ ｨｬ ｨ ｨｨ07, ｨｬ04 ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｨ04ｨｪｨ ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ0605ｨｹｨｺ ｨｨ0 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬｨ ｨｬ 09 08ｨ 04ｨｬ020806ｨｬ ｨ ｨ ｨｪｨｺｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｪ02 ｨ ｨ ｨ ｨｦｨｰ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｪｨ 05ｨｰｨ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨ ｨ ｨｪｨｺ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｬ060302ｨｰ ｨ ｨｰｨｹ ｨ 0605ｨｹ ﾂｨｨ ｨｨ04ｨｪｨ ｨｺ0609, ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｨ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ 09 ｨｪ02ｨｬ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0609ｨｰｨ ｨｪ04 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0402 ｨｨ04 ｨｪｨｨ0. N 03ｨｮ09ｨｰｨｹ 00 = ﾆ a d n n ｨC ｨｬ0208ｨ ｨ ｨｨ07, 0904 ﾂｨｨ ｨｬｨ 07 ｨｺｨ ｨｺ ｨｪｨｪｨ 07 09ｨｮｨｬｨｬｨ n 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, d n n= ｨC 04ｨｪｨ ﾂ02ｨｪｨｨ02 n ｨ 0909ｨｰ0607ｨｪｨｨ07, ｨ a n ｨC ｨ ｨｨｨ ｨｪ06ｨｦ ﾂｨ 09ｨｰｨｹ06 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｰｨ ｨｺ06ｨｦ ｨｬ ｨ ｨｨ07, ｨ 02ｨｪｨｪ06, ｨｺ06000ｨ N ｨC ｨ 0605ｨｹ ﾂｨｨ090506, ｨｰ0907 ｨｪｨ ｨｪｨｨ {a n } ｨｬｨ 05ｨｨ040609ｨ ｨｰｨｹ ｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｪｨ ｨｪｨｨ07 {a n } ｨｬ0603ｨｪ ｨｪｨｨ02ｨｬ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ06ｨｦ ｨｪｨｺ02 09ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 07ｨ 08 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (3000ｨC5000) ｨｪ04 ｨ 04ｨｰｨｹ ｨｮ ﾂ02ｨｪ ｨｪｨｺｨｨ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨ ｨｨ07 {S k }, k ｨC ｨｪ06ｨｬ ｨ 0804 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0708ｨｨ ﾂ02ｨｬ ｨｺｨ 030ｨ 07 ｨｰｨ ｨｺｨ ｨｪｨｺｨ ｨｪｨ ｨ 04ｨｰｨｹ ｨｮ ﾂ02ｨｪｨ ｨｮ ｨｪ02ｨｪｨｨ02ｨｬ 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｪ06ｨｺ ｨ 0605ｨｹ ﾂｨｨ0905ｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 (20ｨC25 ﾂ ｨｺ). 02ｨ 08 ｨ ｨ 06ｨｰｨｺｨ (ｨｪｨ 0708ｨｨｨｬ0208, 0902ｨｺｨｰ0608ｨｪ ｨｨ05ｨｹｨｰ0804), ｨ 08ｨ ｨ ｨｪｨｨ ｨｰ08ｨ ｨｪ09ｨｰ09 (ｨｪｨ 0708ｨｨｨｬ0208, R GB-YUV), 05ｨｺ09ｨ 05ｨｨ04ｨ 02ｨｨ07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ, ｨ 09ｨｪｨｨ09ｨ ｨｪｨｨ02 0ｨｨ ｨｨｨｨ ｨｨ ｨｰ , ｨｬ04, ｨｰ02ｨｺ09ｨｰｨｮ08ｨｪ0402, ﾂｨ 09ｨｰ06ｨｰｨｪ0402, 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨｪ0402 ｨｨ 008. ( ﾂｨｨ0905ｨ ｨｨ ｨｬｨ 0909ｨｨ0904 ﾂｨｨ090205) ｨｺｨ ｨｪ040 ｨｨ 0902ｨｺｨｰ0608ｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ (ｨｬｨ 0909ｨｨ090609) 09 ｨｨｨｪ02ｨｦｨｪ0402 ｨｨ ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0402: ｨｪ02ｨｦ ｨｰｨｨ, ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ ｨｰ060804, ｨｨ ｨ 08ｨ 0302ｨｪｨｨ02 08 ｨｨ05ｨｹｨｰ0804 ｨｨ ｨｪ0608ｨｬｨ 05ｨｨ04ｨ ｨｰ ｨｨ04ｨｪｨ ｨｺｨｨ 04ｨ 0909ｨｰ0607ｨｪｨｨ ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 04ｨｨ ｨ 06ｨ ｨｴ02ｨｪｨｪｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪｨ ｨｬｨ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｬ ｨ ｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 72

173 ｨｪ06ｨｬｨ 0802ｨｪｨｺ06, ｨｮｨｺｨｨｨｪ, ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ﾂ02ｨｪｨｨ ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨ ｨｬ ｨｮ05 ｨｹｨｰｨ ｨｰｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｹｨｬｨｨ ﾂ02ｨｪｨｨ ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨ ｨｬ ｨｬ06ｨｴｨｹ06 ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｬ ｨ ｨｨ ﾂｨｨ090502ｨｪｨｨ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ 08ｨ ｨｪ ｨｦ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ ｨｺｨ ｨｬｨｨ ｨｺｨ ｨｺ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｬ ｨ ｨｨ07 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｦ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 00609ｨｰ ｨｪ0609ｨｰｨｨ ｨｪ06 ｨ 04ｨｰｨｹ ｨｨ ｨｪ06 ｨｪ02 ｨｬ02ｨｪ ｨｪ06ｨｺ 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨ ｨｨ07 07ｨ 08 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 02ｨ ｨｪｨｪ0402, ｨｮ ﾂ02ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609, 09 0ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｬ0600ｨｮｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ﾂｨｨ090502ｨｪｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ07, ｨｺｨ ｨｺ 05ｨｰ ｨｺｨ 04ｨ ｨｪ06 ｨｪｨ 08ｨｨ ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨｺｨ ﾂ0209ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ07 ｨｪｨ ｨｬｨｮ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｰｨ 09ｨ ｨｬｨｨ080609ｨ ｨｪｨｪ040 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 08ｨ 03004ｨｦ ｨｰ0209ｨｰ060904ｨｦ ｨｪｨ ｨ 0608 (060ｨｪ06 05ｨｰｨ 0506ｨｪｨｪ0602 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 ｨｨ 8ｨC0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 08ｨ 0405ｨｨ ﾂｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ ｨ ｨｪ040 05ｨｰｨ 0506ｨｪｨｮ) ｨｪ ｨ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｺｨ ｨｺ 09 ｨ 0605ｨｹ03ｨｨｨｬ ｨ ｨｨ02ｨｬ 05ｨｰｨ 0506ｨｪｨｮ, ｨｰｨ ｨｺ ｨｨ 09 ｨｪｨｨ04ｨｺｨｨｨｬ ｨ ｨｨ02ｨｬ 05ｨｰｨ 0506ｨｪｨｮ, 0708ｨｨ ﾂ02ｨｬ ｨ ｨｰ0205ｨｹｨｪ06, ﾂｨｰ06ｨ ｨｪｨｨ ｨ ｨｨ07 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨｮ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0708ｨｨ0060ｨｨ050609ｨｹ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｮ ｨｨ04ｨｪｨ ｨｺ ｨｨ ｨｮ ﾂ0209ｨｰｨｹ ｨ 0605ｨｹ ﾂｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ040 ｨｰ0209ｨｰ ｨｪｨ ｨ (ｨｺｨ ｨｺ ｨｬｨｨｨｪｨｨｨｬｨｮｨｬ, ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｰ02ｨｪ), ｨｰ06 ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨ ｨｪ ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｨ05ｨｨ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬ ｨｨｨｬ02 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｺｨ ｨｺ06ｨｦ-ｨｰ06 ｨｬ ｨ ｨｨ ｨｰｨｹ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ06ｨｦ ｨｬ ｨ ｨｨ07 ｨｪｨ ｨｬ ｨｰ0802ｨ ｨｮ02ｨｰ0907 ｨｮ0302 ｨｨｨｬ0206ｨｴｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺｨｰｨｨ09ｨｪｨ 07 ｨｬ0208ｨ ｨ ｨｨ ｨｮ ﾂｨ 02ｨｰ ｨ ｨｬｨｺｨｪｨｮｨｰ04ｨｦ ｨｺ08ｨｮ ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｨ ｨｨ02ｨｬ0502ｨｬ ｨｪｨｨｨｦ 05ｨｰ06ｨｦ ｨ 0502ｨｬ04 ｨｬ ｨ 00ｨ 02ｨｬ ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ04ｨｦ ｨｬ02ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ07 [3] ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬｨｨ080609ｨ ｨｪｨｨ02ｨｬ ｨｰ0209ｨｰ ｨｪｨ ｨ , ｨｨ ｨｰ08ｨｨ08ｨｮ02ｨｬ04ｨｦ 09002ｨｬ06ｨｦ ｨｪｨ 08ｨｨ ｨｺ ｨｰ 0706 ｨｪ02ｨ 0605ｨｹ0306ｨｬｨｮ ｨ ｨ ｨｪｨｺｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ (5ｨC 0 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ) ｨｬｨｨ08ｨｮ02ｨｰ ｨｮ070806ｨｴ02ｨｪｨｪｨｮ06 ｨｬ0208ｨｮ ｨ ｨｨ07, ｨｺ06ｨｰ0608ｨ 07 ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0308ｨｨ 05ｨｰ06ｨｬ ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 0904ｨ ｨｨ08ｨ 06ｨｰ ｨｺ ｨｰ06ｨｬ, ｨｨ ｨｨ ｨｰｨ. 06ｨ ｨｺｨ 07 ｨｬ0208ｨ ｨ ｨｨ07 ｨ ｨｮ002ｨｰ 0ｨ 0502ｨｺｨ 06ｨｰ ｨｪ09ｨｰ09ｨ, ｨｰ06ｨｬｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬｨｨ08ｨｮ06ｨｰ ｨｪｨ ｨ ｨｬ0209ｨｰ06 ｨｰ0802ｨ ｨｮ02ｨｬ , ｨｰ0209ｨｰ060904ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ 09 ｨｺｨ 03006ｨｬ ｨｪｨ ｨ ｨｬ0209ｨｰ06 ｨｰ0802ｨ ｨｮ02ｨｬ ｨｹｨｬｨｨ. 05ｨ ｨｰ02ｨｬ 05ｨｺ ｨｰ 06ｨｰｨ ｨｨ08ｨ 02ｨｰ 500 ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ040 ｨｪｨ ｨｪｨ ｨ , 0609ｨｰｨ ｨｺｨ 03006ｨｬ ｨｬｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ04 20, ﾂｨ 09ｨｰｨｨ ﾂｨｪ06 ｨｺ06ｨｬ0702ｨｪ09ｨｨ08ｨｮ07 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｪ ｨｰｨ ｨｰｨｺｨｨ ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ07. 03ｨｮｨｪｨｺｨｰｨｨ08ｨｪｨ 07 05ｨｨｨｪｨｨ07 ｨｪｨ 09002ｨｬ ｨｪｨ ﾂｨ 02ｨｰ ｨｰ06, ﾂｨｰ ｨｹ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ0603ｨｪ ｨｰ060807ｨｰｨｹ ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ06, ｨｪｨ ｨｺｨ 03006ｨｦ ｨｮ06ｨｴ02ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ ｨｨ ｨｹ04ｨｮ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｮ ﾂ02ｨｪｨｪｨｮ06 ｨｪｨ ｨｮｨｴ02ｨｦ ｨｨｨｰ0208ｨ 02ｨｨｨｨ ｨｬ0208ｨｮ ｨ ｨｨ ｨｪｨ ｨｺ06 ｨｪ02ｨｰ ｨｪｨｨｨｺｨ ｨｺ06ｨｦ 00ｨ 08ｨ ｨｪｨｰｨｨｨｨ ｨｨｨｬ0609ｨｰｨｨ ｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｬｨｪ ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 09ｨｰｨ 08ｨｰ060906ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨC ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ07, ｨｬｨｨ080609ｨ ｨｪｨｪ06ｨｦ 05ｨｺ ｨｰ06ｨｬ. 0306ｨｬ06 ﾂｨｹ 05ｨｺ ｨｰｨｮ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ07 ｨｬ060005ｨｨ ｨ ｨｪｨｺｨｨ 0904ｨ ｨｨｨｬｨｪ ｨｬｨ 0903ｨｰｨ ｨ ｨ, ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ, ｨ 02ｨｪｨｪ06, 03ｨｮｨｬｨｪ0609ｨｰｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｨ ｨｨ0 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ ｨｬｨ 0903ｨｰｨ ｨ ｨｬ0603ｨｪ ｨｺｨｰｨｨ09ｨｪ ｨｪｨｨｨｰｨｹ, ｨｨｨｬ0207 ｨ 0605ｨｹ03ｨｮ06 ｨ ｨ 04ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (ｨ 08ｨｪ002ｨｺ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨｨｦ ｨｰｨ 09ｨｨ05 ｨｪｨ ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨｦ ｨ ｨ ｨ ｨｪｨｪ040 ｨｨ04 2,5 ｨｬ05ｨｪ 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ), ｨｰ ｨｪｨｺｨ 03ｨｮｨｬｨｪ0609ｨｰｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｰ ｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ ｨ 02ｨｪｨｪ06 05ｨｰ06 ｨｺｨ 09ｨ 02ｨｰ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｬ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ﾂｨｰ06 ｨｨ ｨｰ08ｨｨ08ｨｮ02ｨｰ 0708ｨｨｨｬ0208 ｨｪｨ 08ｨｨ09. 5, ｨｰ04ｨｦ ｨｨ04 [8]. 04ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｬ ｨ ｨｨ07 04ｨｨ ｨｰ08ｨ 02ｨｨ07 ｨｺ ｨｪ0609ｨｰｨｨ ｨｪｨｺｨｨ 03ｨｮｨｬｨｪ0609ｨｰｨｨ 0708ｨｨ04ｨｪｨ ｨｺ ｨｬ ｨｬｨｨ080609ｨ ｨｪｨｨ02 05ｨｺ ｨｰ06ｨｬ ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ ｨｺ08ｨ ｨｴ02ｨｪｨｪ06ｨｬｨｮ ｨ ｨ ｨｪｨｺｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｬｨｨ080609ｨ ｨｪｨｨ ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 03 02ｨｪｨｨｨｦ 09 ｨｺｨ ｨｬ ｨｪｨ ｨ ｨｰｨ ｨｺ ｨｰ06ｨｬ 500 ｨｪｨ ｨ ｨｨ 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨ02 ﾂｨｨ0905ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｺｨ ｨｬ ｨｪｨ ｨ ｨｪｨｨ02 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ ﾂｨｨ09ｨ ｨｪｨｨ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｪｨ ｨ 0608ｨ ｨｰ020702ｨｪｨｨ ｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨｮ ｨ ｨ ｨｨ ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ07 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 04ｨｪ ｨ ﾂ02 ｨｪｨｨｨｦ 08ｨ ｨｪ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ ｨｨ05ｨｨ 0805ｨｪ0ｨ 0505ｨ ｨｪ02ｨｪｨｪ ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｪｨ ｨ 0608ｨ ｨｪ04ｨｦ ｨ ｨ ｨｪｨｺ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 04ｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｪｨ ｨｬｨ ｨ 00ｨ 02ｨｬ ｨｬ02ｨｰ060ｨ ｨｨｨｰ0208ｨ ｨｰｨｨ09ｨｪ06ｨｦ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ07 73

174 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨｨｨｬ ｨｨ04 ｨｺ08ｨｨｨｰ0208ｨｨ ｨｺ06ｨｦ 03ｨｮｨｬｨｪ0609ｨｰｨｨ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ060302ｨｰ 0905ｨｮ03ｨｨｨｰｨｹ 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ ｨｰ ｨｨ04ｨｪｨ ｨｺ , 032 ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ 03 ｨｨ 032 ｨｪ ｨｨｨｺ06 ｨｨ 08ｨ 09ｨｪ06 08ｨ 0909ｨｰ0607ｨｪｨｨ06 ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ 032 ｨｨ 033, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ 03 ｨｨ ﾂ02ｨｪｨｹ ｨｨｨｺ ｨｪｨ ｨｺ ｨｨ04ｨｪｨ ｨｺ ｨｬ04 05ｨｰ06ｨｰ ｨｺ08ｨｨｨｰ0208ｨｨｨｦ ｨｪ ｨｺｨｰｨｨ0902ｨｪ ｨ 08ｨ 0302ｨｪｨｨ02 ﾂ ｨｺｨ ｨｪｨ 08ｨｨ ｨｬ ｨｰｨ ｨｰ06 ﾂｨｪ06 09ｨｨ05ｨｹｨｪ ｨ ｨｪ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 ｨｺ02ｨｪｨｰｨ 0908ｨ ｨ 08ｨ 0302ｨｪｨｨ02 ｨｺ02ｨｪｨｰｨ 0908ｨ, ﾂ ｨｹ, 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 09ｨｨ05ｨｹｨｪ ｨ ｨｪ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 ｨｺ06ｨｪ ｨｰ ｨｬ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ﾂ ｨｺｨ ｨｨ ｨｺ06ｨｪ07 ｨ ｨ ｨｰｨｪ06 08ｨ 0405ｨｨ ﾂｨ 06ｨｰ ｨｬ02, ﾂｨｰ06, 060ｨｪｨ ｨｺ06, ｨｪ ｨｨｨｰ ｨｺ06ｨｦ 03ｨｮｨｬｨｪ0609ｨｰｨｨ 0708ｨｨ04ｨｪｨ ｨｺ ｨｬ ｨｴ02ｨｪｨｪｨ 07 ｨｬ0208ｨ ｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｨ09ｨ ｨｪｨｪ04ｨｬ ｨｬ02ｨｰ06006ｨｬ ｨｪｨ ｨｬｨｨ ｨ 0405ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨｮ070806ｨｴ02ｨｪｨｪｨ 07 ｨｬ0208ｨ ｨ ｨｨ ｨｪ0202 ｨ 0405ｨｨ 09ｨｺ0506 ﾂ02ｨｪ04 08ｨ 0909ｨｰ0607ｨｪｨｨ07, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ02 06ｨｰ05ｨｨ ﾂｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ02, ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨｮ, ｨｰｨｮ, 0708ｨｺ0609ｨｰｨｨ, 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬ, ｨｨ07ｨｬ (ｨｬ04 ｨｰｨ ｨｺ0302 ｨｮ ﾂ05ｨｨ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 0008ｨ 00ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 008ｨｮ00 008ｨｮ00ｨ ｨｨ05ｨｨ ｨｰ0802ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07), 002ｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｨ, ｨｪｨｰｨｪ06ｨｬｨｮ ｨ ｨｪｨｨ ｨｪｨ ｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｪｨｪ04ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ. 0207ｨｨ0302ｨｬ 05ｨｰｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ ｨ ｨｪ ｨｰ05ｨｨ ﾂｨｨ ｨｬ02, ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨｮ ｨｨ 0708ｨｺ0609ｨｰｨｨ ﾂｨｨ090502ｨｪｨｨ ｨ ｨ 09ｨｰｨｪ040 ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ 0708ｨｺ0609ｨｰｨｨ ｨｨ ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 009ｨｮｨｬ07 060ｨｨｨｪｨ ｨｺ060904ｨｬｨｨ ｨ 04ｨｬ0208ｨ ｨｬ 009ｨｮｨｬ0208ｨｪ04ｨｬｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｬｨｨ ( ﾂ0208ｨｪ06-ｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ) ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ06ｨｴ ｨ 0302ｨｪｨｨ02: D rob N M 2 ( A,B) = ﾆ ﾆ( Aij 6ﾓ A 6ﾓ ( Bij 6ﾓ B ) K ), () NM i= j= A ｨC 05ｨｰｨ 0506ｨｪｨｪ0602 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, B ｨC ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, ｨｺ06ｨｰ ﾂｨｨ ｨｰ ｨ 0909ｨｰ0607ｨｪｨｨ02, N, M ｨC 08ｨ 04ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, A, B ｨC ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｺ0609ｨｰｨｨ ｨｪｨ A ｨｨ B, K ｨC ｨｬｨ 0903ｨｰｨ ｨ ｨｪ04ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ: N M ﾆ ﾆ( Aij 6ﾓ A)( Bij 6ﾓ B ) 63 = 60 i= j= K max, N M 63 (2) 2 60 ﾆ ﾆ( Aij 6ﾓ A) 63 6 i= j= ｨｹ040609ｨ ｨｪｨｨ02 K, 0904 ﾂｨｨ090502ｨｪｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 (2), ｨｬｨｨｨｪｨｨｨｬｨｨ04ｨｨ08ｨｮ02ｨｰ D rob A ｨｨ B [3] ｨ ｨｪｨｨ- ﾂ02ｨｪｨｨ02 K ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ ﾂｨｨ0905ｨ ｨｬｨｨ ｨｨ09ｨｺ0506 ﾂｨ 02ｨｰ ｨｨ ｨｨ09ｨｺｨ ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ0402 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ ｨｰｨｪ0609ｨｰｨｹ 0603ｨｨｨ 06ｨｺ 0708ｨｨ ｨｪｨ ｨｪｨｨｨｨ ｨ ｨｨｨｦ ｨｨ 08 = 0, B 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ A ｨ 0605ｨｹ0302, ﾂ02ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, 04ｨ 05ｨｨｨｰ ｨｪｨｨｨｬ ｨｮ080609ｨｪ02ｨｬ 0708ｨｺ0609ｨｰｨｨ. K 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ 08ｨ 04ｨｪｨｨ02ｨｮ 09 ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｺ06ｨｰ0608ｨｮ06 ｨｬ0603ｨｪ ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ 646 6ﾓ K, K < ｦ K = 62 (3) ﾓ / K, K > ﾂｨｨ090502ｨｪｨｨ07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｬ06ｨｦ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ D S, ｨｺ06ｨｪｨｰ08ｨ 09ｨｰ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ D C ｨｨ 0708ｨｺ0609ｨｰｨｹ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ D B ｨ 08ｨｨｨｰ0205ｨｹｨｪ06 ｨ ｨｮ002ｨｬ ｨｨｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ ｨｰ ｨｰ08ｨ ｨｪ09ｨｰ09ｨ RGB 09 YUV [7] ｨｨ ｨｮｨｬ02ｨｪｨｹ03ｨ ｨｰｨｹ ｨ 04ｨｬ ﾁ 5, ｨ ｨｪ0707 ｨｰ0605ｨｹｨｺ06 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨｮ Y. 0308ｨｨ 05ｨｰ06ｨｬ ｨ ｨｪ02ｨｪｨｨ07 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 Y ｨｰ0802ｨ ｨｮ02ｨｰ ｨ ｨ ｨｦｨｰ, ｨｨ 06ｨｪｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｪｨｨ04ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪｨｮ06 (ｨｪｨ ｨｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪｨｮ06) ﾂｨ 09ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨ ｨｬｨｮ ｨｨ ｨｺ06ｨｪｨｰ08ｨ 09ｨｰ ｨ ｨｪ04ｨｬ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ02ｨｬ 00609ｨｰｨｨ00ｨ 02ｨｰ0907 ｨｨ ｨｪ02ｨｺ06ｨｰ0608ｨ ｨ ｨ 09ｨｰｨｪ0609ｨｰｨｹ ｨｺ 06ｨｰ05ｨｨ ﾂｨｨ ｨｨ070 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (006 0%). 02ｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 Y 0904 ﾂｨｨ ｨｰ ｨｮ06ｨｴｨｨ02 08ｨ 0909ｨｰ0607ｨｪｨｨ07: D ｨC ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 B ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 ｨ 04ｨｰｨｹ 0008ｨ 00ｨｬ02ｨｪｨｰ06ｨｬ, 0907ｨｨ09ｨ ｨｪｨｪ04ｨｬ 09 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 A, ﾂ ｨｬ0603ｨｪ ｨｪｨｨｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰｨ 0904 ﾂｨｨ ｨｰ ｨ 0909ｨｰ0607ｨｪｨｨ07 (2) ｨｨ ｨｨ04 ｨｪｨｨ0 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602; D2 ｨC ｨ ｨｪｨ ｨｨ ﾂｨｪ06 D, ｨｰ0605ｨｹｨｺ ｨ 00ｨｬ02ｨｪｨｰｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 B ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 A; D3 ｨｨ D4 ｨC 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｦ K (3) ｨｪｨｨｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ﾂｨｨ090502ｨｪｨｨ06 D ｨｨ D2; D5 ｨｨ D6 ｨC 04ｨｪｨ ﾂ02ｨｪｨｨ ｨ 0302ｨｪｨｨ07 A 6ﾓ B ｨｪｨｨｨｦ 0008ｨ 00ｨｬ02ｨｪｨｰｨ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ﾂｨｨ090502ｨｪｨｨ06 D ｨｨ D2; ｨｰ ﾂｨｨ ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ07 D S, D C ｨｨ D B : D S = min(d, D2, 40), D C = min(d3, D4, ), (4) D B = min(d5, D6, 50) ｨｪｨｨｨｬ, ｨｺｨ ｨｺｨｨｨｬｨｨ ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ ｨｬ04 08ｨｮｨｺ ｨｰ090609ｨ 05ｨｨ09ｨｹ, ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ04 40,, ﾂｨｨ090502ｨｪｨｨ02 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ D S, D C ｨｨ D B ｨ ｨｬｨ 06ｨ ｨｲ02ｨｺｨｰ0609 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ0907 ｨｪ02 06 ﾂ02ｨｪｨｹ 09ｨｨ05ｨｹｨｪ06, ﾂ ｨｺ 0704ｨｰｨ 02ｨｰ ｨｪｨｨｨｰｨｹ 09ｨｰ020702ｨｪｨｹ 05ｨｰ ｨｰ05ｨｨ ﾂｨｨ07 (08ｨｨ09. 6) ｨｨ ｨｰ05ｨｨ ﾂｨｨ02 06 ﾂ02ｨｪｨｹ ｨ 0605ｨｹ030602, ｨｰ ｨｪｨｺｨ 09ｨｰｨ ｨｪ0609ｨｨｨｰ0907 ｨｪ02ｨｺ0602ｨｦ ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ06ｨｦ, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ ｨｪ06ｨｬｨｮ ｨｪ ｨ 002ｨｪｨｨ ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ06ｨｬ ｨｨ07ｨｰｨｨｨｨ ﾂ ｨｺｨ (08ｨｨ09. 7). 0ｨ ｨｬ ｨｬ ｨｪ ｨｪ ｨ 002ｨｪｨｨ07 (03030). ｨ ) ｨ ) 09) 04ｨｨ ｨｬｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ) ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬ02 05ｨｰｨ 0506ｨｪｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ), ﾂ02ｨｬ ｨｬｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09), ｨｨ 05ｨｰ06 06ｨｰ05ｨｨ ﾂｨｨ02 ｨｬ0603ｨｪ ｨｪｨｨｨｰｨｹ ｨ ) ｨ ) 09) 04ｨｨ ｨｬｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ) ｨｨ 09) 060ｨｨｨｪｨ ｨｺ ﾂ02ｨｪｨｹ 09ｨｨ05ｨｹｨｪ ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ) 74

175 ｨｪ06ｨｬｨ 0802ｨｪｨｺ06, ｨｮｨｺｨｨｨｪ, ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ05ｨｨ ﾂｨｨ ｨｰｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 02ｨｰ05ｨｨ ﾂｨｨ ｨｰｨｮ ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｰ060906ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 xyz [7] ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨ ｨｮ002ｨｬ ｨｪｨ 0060ｨｨｨｰｨｹ ｨｨ 008ｨ ｨｪｨｨｨｰｨｹ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 x ｨｨ y (09 0ｨｨｨ 07ｨ 0406ｨｪ06ｨｬ 0 ｭ255) ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｰ06ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0904 ﾂｨｨ090502ｨｪ06 ｨｺｨ ｨｺ: D L =min ( x 6ﾓ + 6ﾓ,2), (5) 2 2 A xb ) ( y A yb ) x A, y A, x B, y B ｨC ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 x ｨｨ y ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B, 2 ｨC ｨｰ05ｨｨ ﾂｨｨ ｨｬ02 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ Y 02ｨ 0604ｨｪｨ ﾂｨｨｨｬ ｨｺｨ ｨｺ {H }, {H U }, {H V } ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 A l A l A l 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ Y, U ｨｨ V ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 A, l = ｭL ﾂｨｨ090502ｨｪｨｨ07 ｨｨｨｪｨｰ020008ｨ 05ｨｹｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ L = 256, ｨ ｨ ｨｪ02ｨｪｨｨ07 09 ｨ ｨ ｨ ｨｪｨｪ040 ｨｨ ｨｮ06ｨｴ ﾂｨｨ090502ｨｪｨｨ07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 009ｨｮｨｬ07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬｨｨ ｨ ｨｮ002ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ L=6 (ｨｪ0608ｨｬｨ 05ｨｨ040609ｨ ｨｪｨｪ0402 Y 8-ｨ ｨｨｨｰｨｪ0402 0ｨ ｨｪｨｪ {H }, {H U } ｨｨ {H V } ｨ ｨｮ0ｨｮｨｰ A l A l A l 04ｨ ｨｪｨｨｨｬｨ ｨｰｨｹ 48 ｨ ｨ ｨｦｨｰ 07ｨ ｨｬ07ｨｰｨｨ) ｨ ﾂ02ｨｪｨｨ ｨ ｨ 09ｨｰｨｪ0609ｨｰｨｨ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨ ｨｨ 0708ｨｺ0609ｨｰｨｨ ｨｺｨ 03006ｨｦ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｪｨ ｨｰ0907 ｨｪｨｨ03ｨｪ0707 ｨｨ ｨｪ ｨ ｨｪｨｨ0204 (08ｨｨ09. 8, ｨ ), 06ｨｰ0902ｨｺｨ 06ｨｴｨｨ % 06ｨｰ 06ｨ ｨｴ ﾂｨｨ0905ｨ 07ｨｨｨｺ ｨｦ. 05ｨ ｨｰ02ｨｬ ﾂｨ 09ｨｰｨｹ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｬ02030ｨｮ 05ｨｰｨｨｨｬｨｨ 0008ｨ ｨｪｨｨ02ｨ ｨｬｨｨ 0903ｨｨｨｬｨ 02ｨｰ0907 (08ｨ 09ｨｰ0700ｨｨ09ｨ 02ｨｰ0907) 006 L ｨｬ02ｨｪｨｰ0609 (08ｨｨ09. 8, ｨ ) ｨｨ ｨｪ0608ｨｬｨ 05ｨｨ04ｨｮ02ｨｰ0907 (09 ｨｮｨｬｨｪ060302ｨｪｨｨ02ｨｬ ｨｪｨ 255 ｨｨ 06ｨｺ08ｨｮ000502ｨｪｨｨ02ｨｬ ｨ ﾂ02ｨｪｨｨ07 8-ｨ ｨｨｨｰｨｪ0609ｨｰｨｨ) ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09 (6 ｨ ｨ ｨｦｨｰ) ｨ ｨｪ0702ｨｰ ｨ ｨ ｨ ｨｪｨｪ ｨｨ 0904 ﾂｨｨ090502ｨｪｨｨｨｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｬ02030ｨｮ ｨｬ06ｨｦ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｨ ｨｬ0603ｨｪ ｨｨ00ｨｨ 008ｨｮ00 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 008ｨｮ00ｨ ｨｨ 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｨ00, 06ｨ 0209ｨ ) ｨ ) 09) 09) 04ｨｨ ｨ ) ｨｨ090060ｨｪｨ 07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ (07ｨｮｨｪｨｺｨｰｨｨ08ｨｪ04ｨｬｨｨ 05ｨｨｨｪｨｨ07ｨｬｨｨ 06ｨ 0604ｨｪｨ ﾂ02ｨｪ04 ｨｪｨｨ03ｨｪ0707 ｨｨ ｨｪ ｨ ｨｪｨｨ0204), ｨ ) ｨ ｨｪ02ｨｪｨｪｨ 07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ, 09) 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｪ04ｨｬｨｨ ｨｺ06ｨｪｨｰ08ｨ 09ｨｰ06ｨｬ ｨｨ 0708ｨｺ0609ｨｰｨｹ06, 00) ｨ ｨｪ02ｨｪｨｪｨ 07 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 09) 0702 ﾂｨｨ09ｨ 06ｨｴｨｨｨｦ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ02 [3]. 04ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｬ06ｨｦ 009ｨｮ0 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ D H (HX,HY) ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ L0 2 D H = ﾆ( HX l 6ﾓ HYl ), L l= L0 ｨC 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ 06ｨ 06ｨｨ0 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨｪ02ｨｪｨｨ07 ｨｪｨｮ0507ｨｬｨｨ. 06ｨｪｨｰ020008ｨ 05ｨｹｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ ｨｪｨｪｨｮ06 09ｨｮｨｬｨｬｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ ｨｬｨ ｨｬｨｨ ｨｨ0 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ Y, U ｨｨ V: D HW = (4D H (H AY,H BY ) + D H (H AU,H BU ) +D H (H AV,H BV ))/6. 04ｨ 0909ｨｰ0607ｨｪｨｨ02 D H ｨｬ02030ｨｮ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ (90 ｨC 03030): D H = min(d HW, 90). (6) ｨｰ05ｨｨ ﾂｨｨ ｨｨ070 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 04ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｨ07ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｮ06ｨｴｨｨｨｬ ｨ 0302ｨｪｨｨ02ｨｬ: D W XS AYSB XS BYS A = min(6ﾓ min(, ), 0,35), (7) XS YS XS YS X A, Y A ｨｨ X B, Y B ｨC 08ｨ 04ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B, 0,35 ｨC ｨｰ05ｨｨ ﾂｨｨ ｨｰ020702ｨｪｨｨ 002ｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｨ B ｨｬ 0706ｨｪ07ｨｰｨｨ02 09ｨｰ020702ｨｪｨｨ 002ｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, ｨｪｨｨ09ｨ 02ｨｬ06ｨｦ ｨｺ0609ｨｰｨｪ06ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ02 Y ｨｰ ﾂｨｨ0905ｨｨｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ02ｨｦ 0506ｨｺｨ 05ｨｹｨｪ06ｨｦ 0ｨｨ ｨｨｨｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨｦﾒ 2 loc 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｬ ｨｺ0605ｨｹ0407ｨｴ02ｨｬ 06ｨｺｨｪ02 5 ﾁ 5 07ｨｨｨｺ ｨｦ ｨｮ ﾂｨｨｨｬ 0806ｨ ｨ 09ｨｰｨｪｨｮ ｨｪｨｺｨｮ 0ｨｨｨ 07ｨ 0406ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 07ｨｨｨｺ ｨｦ Diap = E max ｨC E min +, E max ｨｨ E min ｨC ｨｪ0707 ｨｨ ｨｪｨｨ03ｨｪ ｨ ｨｪｨｨ ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04, 06ｨｰ0902ｨｺｨ 06ｨｴｨｨ % 06ｨ ｨｴ ﾂｨｨ0905ｨ 07ｨｨｨｺ ｨｦ (08ｨｨ09. 9) ｨｪｨｺｨ 002ｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07, 0806ｨ ｨ 09ｨｰｨｪｨ 07 ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ06 ｨｺ06ｨｪｨｰ08ｨ 09ｨｰｨ, ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪｨ ｨｦ002ｨｪｨ ｨｺｨ ｨｺ Det = ｦﾒ loc / Diap. 04ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ 09ｨｰ020702ｨｪ07ｨｬｨｨ 002ｨｰｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ A ｨｨ B ｨ ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｺｨ ｨｺ (0,09 ｨC 03030): D D = min( Det A -Det B, 0,09). (8) ｨｰ05ｨｨ ﾂｨｨ ｨ ｨｪｨｨ ｨｪｨ 0004 ﾂｨｨ0905ｨｨｨｬ ｨｬ020ｨｨｨ ｨｪｨｪ ｨｨ05ｨｹｨｰ08ｨ 09 06ｨｺｨｪ06ｨｬ 5 ﾁ 5 07ｨｨｨｺ ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ Y, U, V ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｨ ｨｰ0806ｨｨｨｬ ｨｰ08020ｨｬ0208ｨｪｨｮ06 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬｨｮ ｨｰ ｨ ﾂｨｨ090502ｨｪｨｨ02ｨｬ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨｪｨｨ07 09ｨｺ ｨｰｨｨ 0904 ﾂｨｨ090502ｨｪｨｨｨｦ ｨｨ 06ｨ ﾂ02ｨｪｨｨ ｨ ｨ 09ｨｰｨｪ0609ｨｰｨｨ ｨｺ 0005ｨｮｨｺｨｰｨｮｨ 02ｨｨ07ｨｬ ｨｮ080609ｨｪ ｨｪｨ 0609ｨｮｨｴ0209ｨｰ09ｨｨｨｬ 08ｨ 09ｨｪ06ｨｬ0208ｨｪ0602 ｨｺ09ｨ ｨｪｨｰ0609ｨ ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 07ｨｨｨｺ ｨｦ 09 03ｨ 0006ｨｬ ｨｺ09ｨ ｨｪｨｰ0609ｨ ｨｪｨｨ07 8. ﾁｨｨ ｨｮ080609ｨｪ02ｨｦ ｨｰ08020ｨｬ0208ｨｪ06ｨｦ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨ ｨｮ002ｨｰ 08ｨ 09ｨｪ ｨｬ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ ｨｪｨｰｨｪ ｨ ｨｪｨｨ ｨｪｨ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ Pr(A) 06ｨｰｨｪ060302ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｨｨｺｨ ｨｮ ﾂ02ｨｪｨｪ06ｨｦ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ﾂｨｨ0905ｨｮ ｨｰ06 ﾂ02ｨｺ ｨ 08ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｬ0208ｨ ｨｬｨｨ 009ｨｮ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0904 ﾂｨｨ090502ｨｪ06 ｨｺｨ ｨｺ (0, ｨC 03030): A D P = min( Pr(A)-Pr(B), 0,). (9) A B 75

176 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ05ｨｨ ﾂｨｨ ｨｪｨｰｨｪ06ｨｬｨｮ ｨ ｨｪｨｨ06 06ｨ ｨｲ02ｨｺｨｰ ｨｪｨｪ ｨｰｨ 06ｨ ｨｺ ｨｺｨ ｨｺ ｨ 0605ｨｹ03ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 06ｨｪｨｰ0208ｨｪ02ｨｰ02 04ｨ ｨｪｨｨｨｬｨ 06ｨｰ 0006ｨｰ060008ｨ 00ｨｨｨｨ ｨｦ, ｨｪｨ ｨｬ ｨｰｨ ｨｰ ｨ 03ｨｪ04ｨｬ 09ｨｺ0506 ﾂｨｨｨｰｨｹ ﾂｨｨ090502ｨｪｨｨ02 ｨｬ ｨ ｨｨ ｨｪｨｰｨｪ ｨ ｨｪｨｨ02 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ 07ｨｨｨｺ ｨｦ, ｨｰ ｨｺ06ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｰｨｮ ﾂ ﾂ0209ｨｺ06ｨｦ ｨｺ0603ｨｨ ﾂｨｨ090502ｨｪｨｨ02 05ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｮ006ｨ ｨｪ ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ ｨｰ060906ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ0902 xyz ｨｰｨｪ04ｨｬ 07ｨｮｨｰ02ｨｬ ｨｪｨ ｨｬｨｨ ｨ 0405ｨｨ ｨｪｨ ｨｦ002ｨｪ04 ｨｰ08ｨｨ ｨｪ0402 ｨｰ06 ﾂｨｺｨｨ ｨｺ0609ｨｰｨｨ xy, 0708ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｰ ｨｪ04ｨｬ 06ｨｰｨｰ02ｨｪｨｺｨ ｨｬ ｨｰｨ : (x = 0,35, y = 0,36), (x = 0,38, y = 0,37), (x = 0,42, y = 0,4) ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 A ﾂｨｨｨｰ0409ｨ 02ｨｰ ﾂｨｨ0905ｨ 07ｨｨｨｺ ｨｦ Prop(A), 08ｨ 0909ｨｰ0607ｨｪｨｨ02 06ｨｰ ｨｺ06ｨｰ ｨｺ0609ｨｰｨｨ xy 006ｨｰ07 ｨ ｨｪ06ｨｦ ｨｨ ｨｨ ｨｪｨｪ ｨｪ040 ｨｰ06 ﾂ02ｨｺ ｨｬ02ｨｪｨｹ0302 0, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ 0909ｨｰ0607ｨｪｨｨ02 ｨｬ02030ｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07ｨｬｨｨ 0904 ﾂｨｨ ｨｰ0907 ｨｺｨ ｨｺ (0,08 ｨC 03030): D G = min( Prop(A)-Prop(B), 0,08). (0) ｨｪｨｰ020008ｨ 05ｨｹｨｪｨ 07 ｨｬ0208ｨ ｨ ｨｨ07 09ｨｮ002ｨｬ 0904 ﾂｨｨ090507ｨｰｨｹ ｨｨｨｪｨｰ020008ｨ 05ｨｹｨｪｨｮ06 ｨｬ0208ｨｮ ｨ ｨｨ07 ｨｺｨ ｨｺ ｨｪｨｪｨｮ06 09ｨｮｨｬｨｬｨｮ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨ 0 3.ｨC3.7: D I (A, B)= a D S + a 2 D C + a 3 D B + a 4 D L + a 5 D H + + a 6 D W + a 7 D D + a 8 D P + a 9 D G. () ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 08ｨｨｨｰ0205ｨｹｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ 0706ｨｺｨ 04ｨ 05ｨｨ, ﾂｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ06ｨｦ ｨｪｨｺ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 06ｨ ﾂｨｨ09ｨ 06ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 a ｭa 9, 08ｨ 09ｨｪ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 a = /00, a 2 = /5, a 3 = /250, a 4 = /00, a 5 =/50, a 6 =/4, a 7 =, a 8 =, a 9 =/ ｨｬｨｨ080609ｨ ｨｪｨｨ02 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨｨｦ ｨｪｨ ｨｬ ｨ ｨｰｨ ｨｪ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨ ｨ 0404 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 08ｨｪ002ｨｺ09ｨ 08ｨ 04ｨｬ020806ｨｬ 09 2,5 ｨｬ05ｨｪ 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ ｨｺｨ ｨ 0909ｨｰ0607ｨｪｨｨ07 04ｨ 0ｨ 09ｨ ｨｺｨ ｨｺ 50% ｨｺ09ｨ ｨｪｨｰｨｨ05ｨｹ 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ ｨ ｨｪｨｨ07, ｨｰ080602ｨｪｨｪ06ｨｦ ｨｪｨ ｨｬｨｨ0505ｨｨ06ｨｪ ｨｮ- ﾂｨ ｨｦｨｪ ｨ 08ｨ ｨｪｨｪ040 07ｨ 08 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ [3]. 0308ｨｨｨｬ ｨｰ0209ｨｰ ｨｪｨ ｨ , ｨｺ06ｨｰ ｨ 0405ｨｨ ｨｬｨｨ080609ｨ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｬ06ｨｦ ｨｪｨ 08ｨｨ09. 5, 0708ｨｨ ｨｪ04 ｨｪｨ 08ｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｪｨｨ06 ｨｮ ｨｪ02ｨｪｨｪ040 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｪ06ｨｺ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0207ｨｨ0302ｨｬ ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪｨｨ0 0708ｨｨｨｪ ｨｮ ﾂｨ 09ｨｰｨｨ02 25 ﾂ ｨｺ. 08ｨ 03004ｨｦ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｪ ｨ ｨｰ090608ｨｰｨｨ080609ｨ ｨｰｨｹ 500 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨｮ. 0ｨ 08ｨｨ09. 0ｨ 0708ｨｨ ｨｪ 0708ｨｨｨｬ ｨｺｨｪｨ ｨ ｨｬｨｬ ｨｪｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｪｨｰ ｨｺ08ｨ ｨｪｨ ｨｪｨ 0060ｨｨ ｨｰｨ 0506ｨｪ, ｨ ｨｨｨｬ02ｨｰ08ｨｮ ｨC ｨｬｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｪ ｨ 0405 ｨｮ ﾂｨｨｨｰｨｹ ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨｮ ｨｰ ｨｪ ｨｪ ｨ 0405 ｨｮｨｺｨ 04ｨ ｨｰｨｹ ｨｬ0403ｨｺ06ｨｦ 09ｨ ｨｬ ｨｪｨ 05ｨｰｨ 0506ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, 04ｨ ｨｰ02ｨｬ ｨC 09ｨ ｨｬ ｨｨ ｨｰｨ 0903ｨｨ00907, ｨｨ ｨｰ ｨｪｨ 03ｨ ｨｰｨｨ07 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02 06ｨｪ06 ｨｮｨ ｨｨ08ｨ ｨｹ 09 05ｨｺ08ｨ ｨｪｨ. 0ｨ 08ｨｨ09. 0ｨ 0708ｨｨ ｨｪ06 06ｨｺｨｪ ｨ ｨｬｨｬ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｰ ｨｰ0209ｨｰ ｨｪｨ ｨ 0608ｨ ｨ 0608ｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｰ08020 ｨｪｨ ｨｨｨ ｨｨ0 ｨｪｨ 05ｨｰｨ 0506ｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 09 ｨｺｨ 03006ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬｨｹ ｨｰ0209ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 08ｨ ｨ 00ｨ 05ｨｨ09ｨｹ 0906ｨｺ08ｨｮ00 05ｨｰｨ 0506ｨｪｨ ｨ ｨｮ ﾂｨ ｨｦｨｪ06ｨｬ ｨｺ02, ﾂｨｰ06ｨ 04 ｨｨ09ｨｺ0506 ﾂｨｨｨｰｨｹ ｨｬ0603ｨｪ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｺｨ ｨｨ0 0904ｨ 0608ｨ 06ｨｰ ｨｺｨ 08ｨ ｨｪｨｨ07 ｨｪｨ 05ｨｺ08ｨ ｨｪ02. 08ｨ 03004ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ 005ｨｨ ｨｰ ｨｮｨｰ0608ｨ ｨｮ0 ﾂｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｮ ﾂｨｨ05ｨｨ ｨｪｨ ｨ ｨｨ ｨｹｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 0609ｨｮｨｴ0209ｨｰ09ｨｨ09, ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 06ｨｺ ｨｪ06ｨｺ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ ﾂ02ｨｪｨｪ ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨｪｨ ｨ 0608ｨ 0 ｨ 0405ｨｨ ｨｮ ｨｪ02ｨｪ ｨｬ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 08ｨｨ ｨｨ ｨｪ06 ｨｰ08ｨｨ 0708ｨｨｨｬ0208ｨ ｨｰｨ ｨｺｨｨ0 ｨｮ ﾂ02ｨｪｨｪ ｨｮ ｨｪ02ｨｪｨｪ06ｨｬ ｨｺ02 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0808ｨ ｨｦｨｪ0202 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ ｨC 05ｨｰｨ 0506ｨｪ, ｨ 0609ｨｰｨ 05ｨｹｨｪ ｨ ｨ 00ｨ 06ｨｰ ｨｺ02 ｨｮｨ 0409ｨ ｨｪｨｨ07 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨｮ. 04ｨｨ ｨｨｨｬ ｨｬｨｨ080609ｨ ｨｪｨｪ040 ｨｰ0209ｨｰ ｨｪｨ ｨ

177 ｨｪ06ｨｬｨ 0802ｨｪｨｺ06, ｨｮｨｺｨｨｨｪ, ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 06ｨ ｨ 05ｨｨ02ｨ 05ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ ｨｨ07 00ｨｨｨｪ. 00ｨ ｨｺ ｨｪ ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 06ｨｰ00205ｨｹｨｪ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｨ ｨｮ ｨｪ02ｨｪｨｪ04ｨｬｨｨ 0,57 0,83 0, ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 060ｨｪ ﾂ ｨｺｨ (070609ｨｰ ｨｬ0609ｨｰｨｹ) 0,58 0,79 0, ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 08ｨ 04ｨｪ040 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 0,53 0,73 0,63 ｨ ) 06ｨ ｨ 05ｨｨ02ｨ 2 05ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨｨｨ 0805ｨｪ0ｨ 0505ｨ ｨｨ07 00ｨｨｨｪ. 00ｨ ｨｺ ｨｪ ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 06ｨｰ00205ｨｹｨｪ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｨ ｨｮ ｨｪ02ｨｪｨｪ04ｨｬｨｨ 0,44 0,72 0, ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 060ｨｪ ﾂ ｨｺｨ (070609ｨｰ ｨｬ0609ｨｰｨｹ) 0,46 0,67 0, ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 08ｨ 04ｨｪ040 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 0,37 0,62 0,5 ｨ ) 04ｨｨ ｨｺｨｪ ｨ ｨｬｨｬ ｨｪｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ ｨｺ ｨｺｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｰ0209ｨｰ ｨｪｨ ｨ 0608ｨ 0, ｨｰ ｨｪｨ ｨｪｨｨ07 ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 06ｨｰ00205ｨｹｨｪ040 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｪｨ ｨｬｨｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 08ｨ ｨｪ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04 ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ ｨｨ 0805ｨｪ0ｨ 0505ｨ []. 00 ｨｰｨ ｨ 05. ｨｨ ｨｨ ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 05ｨｰｨｨ0 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｺ ｨｨｨｨ, ｨｺｨ ｨｺ ｨｬ02030ｨｮ 0ｨ ｨｪｨｪ04ｨｬｨｨ 08ｨ 04ｨｪ040 ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609, ｨｰｨ ｨｺ ｨｨ ｨｬ02030ｨｮ 0ｨ ｨｪｨｪ04ｨｬｨｨ 060ｨｪ ｨｨ ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ( ｨｪｨｺｨｨ ｨｰ ｨｬ0609ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ08ｨｨ ﾂ ｨｺｨ ｨｪｨｨ05ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ 009ｨ 03004). 02ｨ ｨｪｨｪ0402 ｨｰｨ ｨ 05. ｨｨ ｨｨ002ｨｰ0205ｨｹ09ｨｰ09ｨｮ06ｨｰ ｨｺ06ｨｬ ｨｺｨ ﾂ0209ｨｰ0902 ｨｨ ｨｹ040609ｨ ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 0202ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06, ｨｨ ｨ 04 05ｨｰｨｨ ｨｪｨ ｨ ｨ 0405ｨｨ 0905ｨｨ03ｨｺ06ｨｬ ｨｰ04ｨｬｨｨ, ｨｰ06 ｨｺ ｨｨ07 ｨｬ02030ｨｮ 06ｨｰ00205ｨｹｨｪ04ｨｬｨｨ 05060ｨｹｨｬｨｨ ｨ 0405ｨ ｨ 04 ｨ 05ｨｨ04ｨｺｨ ｨｺ 020ｨｨｨｪｨｨ0202, ｨｺｨ ｨｺ ｨｨ ｨｰ ｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｬ07, ｨｨ ｨ 04 ｨｪｨ ｨ ｨ 0405ｨｨ 0905ｨｨ03ｨｺ06ｨｬ ｨｪ04ｨｬｨｨ, ｨｰ ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 09 ｨｪｨｨ0 ｨ 0405ｨｨ ｨ ｨｨｨｪｨ ｨｺ060906ｨｦ 09ｨｰ020702ｨｪｨｨ ｨ ｨｪ04 05ｨｰｨ 0506ｨｪｨｮ, ｨｰ06 ｨｺ ｨｨ07 ｨｬ02030ｨｮ 06ｨｰ00205ｨｹｨｪ04ｨｬｨｨ 05060ｨｹｨｬｨｨ ｨ 0405ｨ ｨ 04 ｨ 05ｨｨ04ｨｺｨ ｨｺ ｨｪｨｮ0506, ｨｺｨ ｨｺ ｨｨ ｨｰ ｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨ ｨｪｨｨ02 ｨ ｨ ｨｪｨｺｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 00 ｨ ｨ ｨｪｨｺ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｪｨ ｨｬｨｨ ｨ 0405ｨｨ 09ｨｺ0506 ﾂ02ｨｪ04 09ｨ ｨｬ ｨ 0405ｨｨ ﾂｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ( ｨ ｨｪ0609ｨｰｨｨ 0706 ｨ ｨ ｨｪｨｺｨｮ 0708ｨｨ04ｨｪｨ ｨｺ0609 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, 04ｨ ｨｪｨｨｨｬｨ 06ｨｴｨｨ ｨ ｨ ｨｦｨｰ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02, 00609ｨｰｨｮ07ｨｪ04 ｨｪｨ [4]), 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨｨｬｨｨ ｨｨ ｨｬｨｮ, ｨｰ, ｨｰ02ｨｺ09ｨｰｨｮ08ｨｮ, 00ｨｨ09ｨｰ060008ｨ ｨｬｨｬ04 ｨｨ 0708., 09 ｨｰ06ｨｬ ﾂｨｨ ｨｨ ｨｪｨｪ0402 ｨｪｨ ｨｬｨｨ 09 [, 3, 5] ｨ ｨ ｨｪｨｺ, 07ｨ 08ｨ ｨｬ02ｨｰ0804 ｨｺ06ｨｰ ｨｨ ｨｪ04 09 ｨｰｨ ｨ 05. 3, ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ( ｨ ｨｪ0609ｨｰｨｨ 00609ｨｰｨｮ07ｨｪ04 ｨｪｨ [4]). 04ｨｨ ｨｨｨｬ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 77

178 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 08ｨ ｨｬ02ｨｰ0804 ｨ ｨ ｨｪｨｺｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 06ｨ ｨ 05ｨｨ02ｨ 3 06ｨｨ07 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｬ040 07ｨ 08ｨ ｨｬ02ｨｰ ｨｮ ｨ ｨｴ ｨ ｨｴｨ 07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ﾂｨｨ ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ｨｰ08ｨ ｨｪ- ｨｨｨｪ000608ｨｬｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ﾂ0209ｨｺｨｨ02-09ｨｰ0902ｨｪｨｪ ｨｰ ｨｬ ｨｺ0609ｨｰｨｨ 04ｨ 04ｨｬ ｨｪｨｰ08ｨ 09ｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ , , , , , , , , , , ｨｰｨｨｨｺ 09 ｨｰｨ ｨ 05ｨｨ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ06 0ｨ ｨｪｨｪ04ｨｦ ｨｰｨｨ07 07ｨ 08ｨ ｨｬ02ｨｰ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨ ｨｪｨｪ06ｨｦ 0008ｨｮ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｮ06ｨｴ ｨ 0608ｨ 09ｨｰｨ 08ｨｰ060906ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 09ｨ 03ｨｪ06, ﾂｨｰ06ｨ 04 ｨｨ0 ｨｬｨ 0903ｨｰｨ ｨ 04 ｨ 0405ｨｨ ｨｰｨｪ0609ｨｨｨｬ04 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｪ02ｨｪｨｨ07 05ｨｰ ｨｮ ｨｨ07 ｨｬ ｨｰｨｨ00ｨ 05ｨｨ ｨｮ06ｨｴｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｬｨｨ0505ｨｨ06ｨｪｨ 0905ｨｮ ﾂｨ ｨｦｨｪ ｨ 08ｨ ｨｪｨｪ040 07ｨ 08 07ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ ｨｺｨ ｨ 0909ｨｰ0607ｨｪｨｨ07 d i 0904 ﾂｨｨ ｨｨ09ｨｹ ｨｨ 04ｨ 0706ｨｬｨｨｨｪｨ 05ｨｨ09ｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ d i ｨｨ 0ｨｨ ｨｨ07 05ｨｰｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｮ i ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ, 0708ｨｨ 0904 ﾂｨｨ090502ｨｪｨｨｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 05ｨｰ ｨ 0909ｨｰ0607ｨｪｨｨ07 06ｨｪ06 ｨｪ0608ｨｬｨｨ080609ｨ ｨｹ ｨｪｨ ｨｮ i. 06ｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0008ｨｮ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, 0708ｨｨ ｨｪｨｪｨ ｨｰｨ ｨ 05. 3, ｨｪｨｨ09ｨ 05ｨ 09ｨｹ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ, 0607ｨｨ09ｨ ｨｪｨｪ06ｨｦ ｨｮ06ｨｴ02ｨｬ 08ｨ , ｨｺｨ ｨｺ 09ｨｮｨｬｨｬｨ ｨｪ0608ｨｬｨｨ080609ｨ ｨｪｨｪ040 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, ｨｴｨｨ ｨｰｨｨ 0008ｨｮ ｨ ｨｨ04 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨ ｨ ｨｪｨｺｨ ｨ ｨｺ0506 ﾂ02ｨｪ06 09 ｨｨｨｪｨｰ020008ｨ 05ｨｹｨｪｨｮ06 ｨｬ0208ｨｮ ｨ ｨｨ ｨｮ0 09ｨ 08ｨｨｨ ｨｪｨｰｨ 0 (ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09 ｨｪ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ) ｨｰ060806ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ02 ｨｺｨ ｨ 0909ｨｰ0607ｨｪｨｨ02 d i ｨ ｨ ｨｬ02ｨｪ02ｨｪ06 ｨｪｨ min(d i, d i /0) ｨｹ040609ｨ ｨｪｨｨ02 ｨｰｨ ｨｺ , ｨ ｨｪｨｨ ﾂ02ｨｪｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ06ｨｬｨｮ 04ｨｪｨ ﾂ02ｨｪｨｨ06, 0708ｨｨ0ｨ ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ06ｨｦ ｨｬ ｨ ｨｨ07 ｨｪ02ｨｺ06ｨｰ0608ｨｮ06 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｹ ｨ ｨ 06ｨｨ0 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｺｨ ｨ 0909ｨｰ0607ｨｪｨｨ ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ 05ｨｨ09ｨｹ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 008ｨｮ00 06ｨｰ 008ｨｮ00ｨ. 08ｨ ｨｺ 0706ｨｺｨ 04ｨ 05 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04, ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｺｨ 04ｨ ｨｹ ｨ 090ｨ ｨｪｨｪ04ｨｬ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 06ｨ ｨｴｨ 07 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ( ) ｨｰｨ 09ｨｨ05ｨ 0,39 (09ｨｮｨｬｨｬｨ 08ｨｪｨ 07 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 08ｨ 09ｨｪｨ 020ｨｨｨｪｨｨ0202) ｨｮ08ｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 00 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ07 04ｨ ｨｺ0506 ﾂｨ 05ｨ 09ｨｹ 09 ｨｪｨ ｨｪｨｨｨｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, 0708ｨｨ ｨｺ06ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ ｨｬ02030ｨｮ ｨｮ ｨｪ02ｨｪｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｮ ﾂ02ｨｪｨｪ04ｨｬｨｨ ｨｬ06ｨｴｨｹ ｨｰｨｨｨｬｨｨ04ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｬ ｨ ｨｨ07, ｨ ｨ 04 ｨｺｨ ｨｺ ｨｬ0603ｨｪ06 ｨ 0605ｨｹ03ｨｨｨｬ (09ｨｬ. 08ｨｨ09. ) [2]. 0308ｨｨ 05ｨｰ06ｨｬ ｨ ｨ ｨｪｨｨ ﾂｨｨ09ｨ 05ｨｨ09ｨｹ ｨｰ0605ｨｹｨｺ ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬｨｨ, ﾂｨｰ06ｨ 04 ｨｨ09ｨｺ0506 ﾂｨｨｨｰｨｹ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ ｨｬ0208ｨ ｨ ｨｨ07 ｨｬ060005ｨ ｨ ｨｪｨｨ09ｨ ｨｰｨｹ 06ｨｰ05ｨｨ ﾂｨｨ02 009ｨｮ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ04ｨｬ ﾂｨｨ090506ｨｬ (04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｬ ｨ ｨｨ ｨｪ06 08ｨ 09ｨｪ07ｨｰｨｹ0907 ｨｪｨｮ ｨｪ0609ｨｰｨｹ06 ｨｨ002ｨｪｨｰｨｨ ﾂｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ) ｨｪｨ ｨｪｨｨ07 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨ 08ｨ 04ｨｪ04ｨｬ 06ｨｺｨ ｨ 02ｨｰ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｬ02ｨｰ060ｨ ｨｺ ｨｨｨｪｨ ｨｰｨｪ ｨｲ02ｨｬｨ, 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｰ ｨ ｨｹｨｪ ｨｺｨ 03006ｨｬｨｮ ｨｬｨｮ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨｮ 060ｨｪｨｨｨｬ ｨｨ04 ｨｬ02ｨｰ ｨｪ06ｨｬ0208ｨｪ06ｨｦ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ [2] ｨ ｨ 06ｨｰ02 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 009ｨ ｨｬ02ｨｰ060ｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ: ｨｰ06ｨｦ ｨｬ02ｨｰ060 ｨｰｨ ｨ 05ｨｨ ﾂｨｪ ｨ 0608ｨ ｨ ｨｰ0205ｨｹｨｪ04ｨｬ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ02ｨｬ 03ｨ 00ｨ ｨｨ ｨ ｨｪ04ｨｦ ｨｬ02ｨｰ060, ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｴｨｨｨｦ ｨｬ0603ｨｪｨｮ06 ｨｬｨｪ060006ｨｬ060ｨ 05ｨｹｨｪ0609ｨｰｨｹ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ [2] ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ ｨｮ0ｨ ｨｹ ｨｨｨｰｨｹ 09 0, ｨｮ070806ｨｴ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ , ｨｨｨｰ ｨｦ ｨｬ ｨ ｨｨ07, ｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 0802ｨｪ0ｨ 0505ｨ ｨC 09 0, , ｨｨ 05ｨｰ06ｨｬ ｨ ｨｪｨ 05ｨｨ04 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0706ｨｺｨ 04ｨ 05, ﾂｨｰ06, , ｨ 07 00ｨｮｨｪｨｺ02ｨｨ07 ｨｨｨｬ0202ｨｰ ｨｬｨｪ ｨｺｨ 05ｨｹｨｪ040 ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬ0609, ｨｨ, ｨｰ , ｨｮ05ｨｹｨｰｨ ｨｰ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬｨ ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｬ02ｨｰ060ｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ. 06ｨ ｨｺ, ｨｰｨ ｨ 05ｨｨ ﾂｨｪ ｨｬ02ｨｰ060ｨ ｨｮ0ｨ 02ｨｰ ｨｰｨｨ ﾂｨｹ ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ, 08ｨ 09ｨｪ06ｨｦ 0,602, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ ｨ ｨｪ ｨｬ02ｨｰ060ｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 05ｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨ 0605ｨｹ ｨｨ03ｨｹ ｨｪｨ 0, ｨｨ ｨｨ08ｨｬ05ｨｪｨ ｨ ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨ ｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ04 04ｨｨ ｨ 00ｨｨｨｺｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ ｨ 0204 ｨｮ ﾂ02ｨｰｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ ｨｬｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 78

179 ｨｪ06ｨｬｨ 0802ｨｪｨｺ06, ｨｮｨｺｨｨｨｪ, ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 00 ｨｰ ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 09 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｰ ｨｮｨｬｨｬｨ 08ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ06 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ 09 ｨ ｨ ｨｪｨｺ02 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ. 0ｨ 08ｨｨ ｨｨ ｨｪ ｨ 00ｨｨｨｺｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｮ0 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｬ ｨ ｨｨ ｨｮ ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ07 ｨｨ04 ｨ ｨ ｨｪｨｺｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ (05ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ06 ｨｪｨ 03ｨ ｨｨｨｰ ｨ 07 ｨｬ0208ｨ ｨ ｨｨ07), ｨ ｨｰ0608ｨｮ ｨｨ ｨ 0909ｨｰ0607ｨｪｨｨ07, 04ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬｨｨ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨｨｬｨｨ ｨｬｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 08ｨ ｨｺ 09ｨｨ0ｨｨｨｬ, ｨｬ0208ｨ ｨ ｨｨ07 ｨ ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ04 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｺ ｨｨ ｨｨ07ｨｰｨｨ02ｨｬ ﾂ ｨｺｨ 05ｨｨ03ｨｹ ｨｪｨ ｨｮ080609ｨｪ02 0, ｨｪｨ 05ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ 0708ｨｨｨｬ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 0ｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｮ ﾂ02ｨｪｨｪ040 0ｨ ｨｪｨｪ040 ｨｬ0603ｨｪ ｨ ｨｰｨｹ 009ｨ 0609ｨｪ0609ｨｪ ｨ , 00609ｨｰｨｨ00ｨｪｨｮｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ｨｨｨｰ ｨｦ ｨｬ ｨ ｨｨ ｨｨ07ｨｰｨｨ06 ﾂ ｨｺｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｺ ｨｨ07 0, ｨ 02ｨｰ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪｨｮ ｨ ｨｪｨｨ02ｨｮ ﾂ ｨｺｨ 0,57 (09ｨｬ. ｨｰｨ ｨ 05. ). 0602ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, 06ｨｰｨｬ02ｨｰｨｨｨｬ, ﾂｨｰ ｨｨ ｨｺ06000ｨ -05ｨｨｨ ｨ ｨｬｨｬｨ 09ｨｮｨｬ0202ｨｰ ｨｮ ﾂ0209ｨｰｨｹ ｨｨ04ｨｪｨ ｨｺ0609, ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ﾂ ｨｺ06ｨｬ 0708ｨｨ ｨｪｨｺ02 09ｨｰ020702ｨｪｨｨ ｨ ｨｨ07 ｨｨ ｨｰｨｨ080609ｨｺ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨｨ04ｨｪｨ ｨｺｨｨ ｨ ｨｦ ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｨ). 00ｨｰ060806ｨｦ ｨｰ06ｨｨｨｰ 09 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｺｨ ﾂ0209ｨｰ0906 ｨｬ ｨ ｨｨ07 ｨｪｨ ｨｬｨｮ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｰｨ 09ｨ ｨ ｨ ｨｪｨｺｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｨ 0706 ﾂｨｰｨｨ ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨ ｨ ｨｪｨ ｨｪｨｨ ｨｰｨｨ0 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ. 0308ｨｨ ｨｬ ｨｰ08ｨｨ 0708ｨｨｨｬ0208ｨ 0706ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｬ06ｨｴｨｹ ｨｮ ﾂ02ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ07. 0ｨ 08ｨｨ ｨｨ ｨｪ 0708ｨｨｨｬ ｨｰ ｨｨ09ｨｺｨ, ｨｺ06000ｨ 0706 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｬ 08ｨ ｨｪｨｨｨｨ (09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ﾁ 80 07ｨｨｨｺ ｨｦ) ｨｨｨｴｨｮｨｰ ｨ 08ｨｨｨ ｨｪｨｰ ｨｮ ﾂ0302ｨｬ 08ｨ ｨｪｨｨｨｨ. 00 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｮ0ｨ ｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｪｨ ｨｦｨｰｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 08ｨｨｨ ｨｪｨｰ0609 0ｨ ｨｪｨｪ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 (ｨｪｨ 08ｨｨ ｨｰｨ ｨｪ04 ｨｪ ｨｨ04 ｨｪｨｨ0), ｨｨ ｨｺ06ｨｰ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨ 04ｨｬ0208ｨ ｨｬｨｨ 640 ﾁ ｨｨｨｺ ｨｦ ｨｪｨ ｨｦ002ｨｪ06 ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｰ06ｨｰｨｨ07 (009ｨ ｨｪｨｨ0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ 08ｨｨ09. 3), ｨｨ04 ｨｺ06ｨｰ , 09ｨｨ0ｨｨｨｬ06, ｨ ｨｮ ﾂ02ｨｪ06 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ02-06ｨ 08ｨ ｨ 08ｨｨ ｨｨ ｨｪ ｨ ｨｪ04ｨｦ 0708ｨｨｨｬ ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 06ｨｪｨｰ ｨｪ06, ﾂｨｰ ｨｨ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (ｨｪｨ 08ｨｨ ｨｺｨ 04ｨ ｨｪ ) 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｨ09ｨｹ ｨｰ0802ｨｰｨ ｨｬｨｨ (0603ｨｨｨ ｨｺｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｬ02ｨｪ0202 6%). 0ｨ [4] ｨｬ0603ｨｪ06 ｨｮ09ｨｨ002ｨｰｨｹ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 06, ｨｪｨ ｨｺ06ｨｪ0202, ｨｪｨ 08ｨｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ 09ｨ ｨｬ ｨｪ ｨｨ09ｨｺｨ, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｴｨｨｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨ 09 09ｨｨｨｰｨｮｨ 02ｨｨ070, ｨｺ06000ｨ ｨｪ02 ｨｮ0ｨ 02ｨｰ0907 ｨｪｨ ｨｦｨｰｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ ｨｨｨｬ ｨ ｨｨ02ｨｬ ｨｬ02, ｨｨ 0708ｨｨ0060ｨｨｨｰ0907 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨ ｨｰ06ｨｪｨｺｨｨ ｨ ｨｨ ｨｺｨ 05ｨｹｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 0 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 00 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ- ﾂｨ ｨ 0ｨ ｨｪｨｪ06ｨｬｨｮ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ06 ｨｨｨｺ06ｨｪ04 ｨｪｨ ｨｦ002ｨｪ04 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ07 008ｨｮ00ｨｨ0 ｨｨｨｺ06ｨｪ, 006ｨｰ ｨｬ04 06ｨ ｨｲ02ｨｺｨｰ0609 ｨｪｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨ070 09ｨｨ05ｨｹｨｪ06 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ ｨｮ00 06ｨｰ 008ｨｮ00ｨ. 0ｨ [4] 00609ｨｰｨｮ07ｨｪ04 02ｨｴ02 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｨｨｪｨｰ ｨｪ ｨｨｨｬ ｨｨ09ｨｺｨ ｨｬ06ｨｴｨｹ ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ07, ｨｨ ｨｰ08ｨｨ08ｨｮ06ｨｴｨｨ ｨ ｨ 06ｨｰ ｨ ｨｪ0609ｨｰｨｹ 09 08ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ0 09ｨｨｨｰｨｮｨ 02ｨｨ ｨｨ ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ (06ｨ 08ｨ ｨｨ09ｨｺｨ ｨｪ 08ｨ ｨｬｨｺ06ｨｦ) 04ｨｨ ｨｨｨｬ ｨｨ09ｨｺｨ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ (06ｨ 08ｨ ｨｪ 08ｨ ｨｬｨｺ06ｨｦ) 04ｨｨ ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｪ ｨｰｨｨ0506 (06ｨ 08ｨ ｨｪ 08ｨ ｨｬｨｺ06ｨｦ) 79

180 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨｬｨｪ ｨ 08ｨ ｨｬ02ｨｰ080609ｨ 07 ｨｬ0208ｨ ｨ ｨｨ07, ｨｰ0607ｨｴｨ 07 ｨｨ ｨｬ02ｨｪｨｰｨ 08ｨｪ040 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ, ｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｪ ｨ, ﾂｨｰ ｨｨ ｨｰｨｨ ﾂｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ07 08ｨ ｨｪ ｨｦ ｨｺ ｨｨｨｨ 0507ｨｨ08ｨｬ05ｨｪｨ 0,6 ｨｨ 0805ｨｪ0ｨ 0505ｨ 0, ｨ 09ｨｪ02ｨｪｨｨ06 09 ｨｮ ｨｪ02ｨｪｨｪ04ｨｬｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ ｨｰｨｨ080609ｨｺｨｨ 05060ｨｹｨｬｨｨ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｰ020702ｨｪｨｨ ｨｨ ｨ ｨｨ07 05ｨｰｨ 0506ｨｪｨ ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｪｨｨ03ｨｪ ｨ ｨｪｨｨ02ｨ 05ｨｰｨｨ0 ｨｺ ｨｨｨｦ ｨｬ02030ｨｮ 06ｨｰ00205ｨｹｨｪ04ｨｬｨｨ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺｨ ｨｬｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ0609 ｨｨ ｨｮ ｨｪ02ｨｪｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ ｨ 0405ｨ ｨｬ02ｨｪｨｹ0302ｨｦ (0,57 ｨｨ 0,44) ｨ 02ｨｪｨｪ0609ｨｰ07ｨｬｨｨ ｨｪｨｪ040 ｨｨ ｨ ｨｪｨｨｨｦ ｨｨ ｨｪｨｪ ｨ ｨｰ0907: ｨｨ04ｨｪｨ ｨｺｨｨ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ ﾂｨｨ090502ｨｪｨｨｨｨ ｨｬ ｨ ｨｨ07, 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 06ｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｨｨｺｨｰ060008ｨ ｨｬｨｬｨ ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｺ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ04ｨｦ ｨ 04ｨｬ0208ｨ ｨｬ ｨ ｨ ｨｪｨｺ ｨｬ02ｨｪｨｰｨ 08ｨｪ040 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ09ｨ ｨｰｨｹ ｨｨ0 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｨ ｨｪｨｨｨｨ ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ ｨ ｨｨ ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ ｨｪ02ｨｪｨｪ0402 0ｨ ｨｪｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｪｨｨ06 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ ｨｪ06ｨｺ 09ｨｰ020702ｨｪｨｨ 09ｨｨ04ｨｮｨ 05ｨｹｨｪ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ ｨｪ07ｨｰｨｨ ｨ ｨｹｨｪ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ﾂｨｨ090502ｨｪｨｨ07 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｬ02030ｨｮ 0708ｨｨ04ｨｪｨ ｨｺｨ ｨｬｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｨ ｨｨ0ｨ ｨｰｨｹ ｨｪ02ｨｺ06ｨｰ0608ｨｮ06 ｨｪ0205ｨｨｨｪ02ｨｦｨｪ0609ｨｰｨｹ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｦ ｨｬ ｨ ｨｨ ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｺ06ｨｬ02ｨｪ00609ｨ ｨｪｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨｨｰｨｹ 06ｨ ｨｴｨｮ06 ｨｨｨｪ000608ｨｬｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ ｨ ｨｪｨｺｨ 08ｨ 0909ｨｰ0607ｨｪｨｨｨｦ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 08ｨｪ002ｨｺ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨｨｦ ｨ 0405ｨ ｨｰｨ ｨｪｨ ｨｮｨｪｨｨｨｺｨ 05ｨｹｨｪｨ 07 ｨ ｨ 04ｨ 0ｨ ｨｪｨｪ040, ｨ ｨｴｨ 07 2,5 ｨｬｨｨ0505ｨｨ06ｨｪ ｨｨｨｺｨｰ060008ｨ ｨｬｨｬ ｨｹ040609ｨ ｨｪｨｨ02 05ｨｰ06ｨｦ ｨ ｨ ｨｨ0506 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｰｨｹ ｨｬｨｨ080609ｨ ｨｪｨｨ07 ｨｰ0209ｨｰ ｨｪｨ ｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｰｨ ｨｺ ｨ 09 ﾂ02ｨｰｨ ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 0708ｨｨ04ｨｪｨ ｨｺ0609, ﾂｨｰ ｨｨ ｨｪｨｨｨｰｨｹ ｨｨ0 ｨｬｨ 0903ｨｰｨ ｨ 04 ｨｨ ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ, ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ06 ﾂｨｪ ｨ 08ｨ ｨｰｨｹ 09ｨｰｨ 08ｨｰ ｨｰ06 ﾂｨｺｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 08ｨ 08ｨ ｨｬ , 09ｨｮｨｺｨｨｨｪ , 0306ｨｪ06ｨｬｨ 0802ｨｪｨｺ ｨ ｨ ｨｪｨｨ ｨｪｨ ｨｪｨ 0609ｨｪ ｨｪｨｰ080607ｨｨｨｨ ｨｨ09ｨｺｨ ｨｨ ｨｰｨｨ080609ｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09 ｨ ｨ 04ｨ 0 0ｨ ｨｪｨｪ040 // 04ｨ 0ｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨｨ09ｨｰ02ｨｬ (2). ｨC ｨC28. [2] 0306ｨｪ06ｨｬｨ 0802ｨｪｨｺ , 08ｨ 08ｨ ｨｬ , 09ｨｮｨｺｨｨｨｪ , 00ｨ 08ｨ ｨｪ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｬｨｪ ｨ 08ｨ ｨｬ02ｨｰ ｨｦ ｨｬ ｨ ｨｨ ｨｨ09ｨｺｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ // 0708ｨｨｨｪ07ｨｰｨ 09 03ｨｮ08ｨｪｨ 05 05ｨｨ09ｨｰ02ｨｬ04 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ [3] 0306ｨｪ06ｨｬｨ 0802ｨｪｨｺ , 09ｨｮｨｺｨｨｨｪ , 08ｨ 08ｨ ｨｬ , ｨｪ09ｨｺｨｨｨｦ ｨ ｨｨ07 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ // 04ｨ 0ｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨｨ09ｨｰ02ｨｬ (2). ｨC ｨC58. [4] 0306ｨｪ06ｨｬｨ 0802ｨｪｨｺ , 09ｨｮｨｺｨｨｨｪ , 08ｨ 08ｨ ｨｬ ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｺｨｰｨ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ06ｨｬｨｮ ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｨ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬｨｪ ｨ 08ｨ ｨｬ02ｨｰ ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ03. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : k504.xai.edu.ua/html/nauka/yandex/yandex2007.htm [5] ｨｪｨｺ , ｨ , 0306ｨｪ06ｨｬｨ 0802ｨｪｨｺ , 09ｨｮｨｺｨｨｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｮ09ｨｰ06ｨｦ ﾂｨｨ ｨｪ06ｨｺ 07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｺ 0ｨ ｨｪｨｪ ｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺ02 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ // ｨｰ06 ﾂｨｪ ｨｦ09ｨｺｨｨｨｦ 03ｨｮ08ｨｪｨ ｨｰ020ｨｪ ｨｨｨｦ /2 (27). ｨC 05. 2ｨC3. [6] Bach J. R., Fuller C., Gupta A., Hampapur A. et al. The Virage Search Engine: An Open Framework for Image Management // In Proceedings of the SPIE Storage and Retrieval for Still Image and Video Databases IV Vol P. 77ｨC87. [7] Berns R. S. Principles of Color Technology. New York: John Wiley & Sons, p. [8] Furht B., Marques O. The handbook of video databases: Design and Applications. CRC Press, p. [9] Grauman K., Darrell T. Efficient image matching with distributions of local invariant features // Proceedings of Computer Vision and Pattern Recognition Vol. 2. P. 627ｨC634. [0] Koskela M. Interactive Image Retrieval Using Self-Organising Maps // Ph.D. Thesis in Helsinki University of Technology [] Kruskal W. H. Ordinal measures of association // J. Amer. Statist. Assoc Vol. 53. P. 84ｨC86. [2] Mauro C., Gori M., Maggini M. An adaptive visual information retrieval system // Proceedings of International Conference on Document Analysis and Recognition P. 898ｨC902. [3] Ponomarenko N., Egiazarian K., Lukin V. Acceleration of fractal image compression by correlation trees // Interdisciplinary Applications of Fractal and Chaos Theory. Editura Academiei Romane, Editors R. Dobrescu, C. Valilescu. Romania, P. 75ｨC84. [4] Ponomarenko N., Silvestri F., Egiazarian K. et al. On betweencoefficient contrast masking of DCT basis functions // CD-ROM Proc. of the Third International Workshop on Video Processing and Quality Metrics. USA, p. [5] Rui Y., Huang T. S., Chang S. F. Image retrieval: current techniques, promising directions and open issues // J. of visual communication and image representation P. 39ｨC 62. [6] Santini S. Exploratory Image Databases. Academic Press, p. [7] Tran K. D. Content-Based Retrieval Using a Multi-Objective Genetic Algorithm // Proceedings of IEEE SoutheastCon P. 56ｨC569. [8] Veltkamp R. C. Shape Matching: Similarity Measures and Algorithms // In proceedings of the International Conference on Shape Modeling and Applications. Genova, Italy, 200. P. 88ｨC97. [9] Yuan H., Zhang X.-P. Texture image retrieval based on a Gaussian mixture model and similarity measure using a Kullback divergence // Proceedings of ICME Vol. 3, P. 867ｨC870. [20] Zhou Z.-H., Dai H.-B. Query-sensitive similarity measure for content-based image retrieval // Proceedings of International conference on Data Mining P. 2ｨC25. Robust search of images by full and partial similarity using multi-parameter classification N. N. Ponomarenko, V. V. Lukin, S. K. Abramov A task of image search in large databases by their similarity with complex use of different features is considered. An iterative approach to determination of weights for features of similarity measure which is a sum of a large number of weighted distances between image features is proposed. Experiments for obtaining averaged subjective estimates of image similarity (totally estimates of similarity have been accomplished) have been carried out. They have been further used for weight optimization of similarity measure. A bank of distances between image features (more than 600 distances) has been formed; these features have been determined only for thumbnails of images. Optimized weights of similarity measure have been obtained, their high effectiveness has been demonstrated on search examples and by quantitative analysis of rank correlation factors for experimental data. 80

181 ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ, ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ ｨｨｨ ｨｨ0809ｨｺｨｨｨｦ 00609ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ 06020ｨｪｨｨ ﾂ0209ｨｺｨｨｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ ｨｨ ｨｨｨ ｨｨ0809ｨｺｨｨｨｦ 00609ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ 06020ｨｪｨｨ ﾂ0209ｨｺｨｨｨｦ 07ｨｪｨｨ ｨｨｨｰ02ｨｰ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｰ0802ｨ ｨｪ0609ｨｰｨｹ ｨｪｨ ｨｦｨｰｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ02, ｨｪ02 04ｨｪｨ ｨｪｨ 0409ｨ ｨｪｨｨ07 ｨｨ ｨ 09ｨｰ0608ｨ, ｨｪｨｨｨｺｨ 02ｨｰ ｨｹｨｪ06 ﾂｨ 09ｨｰ06 ｨｮ ｨｹ040609ｨ ｨｰ020502ｨｦ 0902ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ , 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ. 0209ｨｪ ｨ 0709ｨｹ ｨｪｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ , ｨｬ0603ｨｪ06 ｨｨ09ｨｺｨ ｨｰｨｹ 060ｨｨｨｪｨ ｨｺ ｨｬ ｨｨｨｨ 09 08ｨ 0405ｨｨ ﾂｨｪ06ｨｦ ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｨ ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｪ02ｨｪｨｨ ｨｪｨｨ02 020ｨｪ06ｨｦ ｨｨ04 09ｨ ｨｬ ｨｰ0802ｨ 0609ｨ ｨｪｨｪ040 06ｨ 05ｨ 09ｨｰ02ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ ｨｬ02ｨｪｨ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｰ0907 ｨ ｨ 04ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｪ0209ｨｪ ｨｬｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｦ ｨｨｨｴ02ｨｰ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｪ0402 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｪ0609ｨｪ04ｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｨ0 0706ｨｨ09ｨｺｨ ｨｰｨｨ ｨｰ ｨｨ09ｨｺ 0706 ｨｪｨ 0409ｨ ｨｪｨｨ ｨｨ ｨｪｨｨ07, 0706 ｨｨ ｨｪｨｨｨｰ020506, ｨ ｨｪ08ｨｮ. 020ｨｪｨ ｨｺ ｨｰ0802 ﾂｨ 06ｨｰ ｨｨｨｰｨｮｨ 02ｨｨｨｨ, ｨｺ06000ｨ ｨｹ040609ｨ ｨｰ ｨｰ06 ﾂｨｪ06 ｨｪ02ｨｨ ｨｰｨｪｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07 06 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｨ ｨｪｨｨｨｨ ｨC ｨｪｨ 0409ｨ ｨｪｨｨ02 ｨｨ/ｨｨ05ｨｨ ｨｨ ｨｪｨｨｨｰ0205ｨｹ, ｨｪ06: ｨｹ040609ｨ ｨｰ0205ｨｹ 04ｨｪｨ 02ｨｰ ｨｨ ｨｪｨｨ02 ｨｪｨ 0905ｨｮ0 ｨｨ 0006ｨｰ0609 ｨｨ09ｨｺｨ ｨｰｨｹ ｨ ｨｮ0ｨｨ06 00ｨ ｨｦ05 07ｨｮｨｰ02ｨｬ ｨ 0608ｨ, ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪ 09 06ｨ ｨｲ02ｨｬ02 09ｨｺｨ ﾂｨｨ09ｨ 02ｨｬ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ; 2. ｨｮ ｨｹ040609ｨ ｨｰ ｨｨｨｬ0202ｨｰ ｨｨ ｨ 07 04ｨ 07ｨｨ09ｨｹ 0008ｨ 00ｨｬ02ｨｪｨｰｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07, ｨｨ 06ｨｪ 006- ﾂ02ｨｰ ｨｪｨ ｨｦｨｰｨｨ ｨｪｨｮ ｨｨ06; ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｨｨｬ0202ｨｰ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｬｨ ｨｰ02 midi, mod, mmf ｨｨ ｨｰ. 07. ｨｨ 006 ﾂ02ｨｰ ｨｪｨ ｨｦｨｰｨｨ ｨｨ ｨｪｨｨ ｨｬｨ ｨｰ02 wav, ogg, mp3 ｨｨ ｨｰ. 07.; 4. ｨｮ ｨｹ040609ｨ ｨｰ ｨｨｨｬ0202ｨｰ ｨ ｨｦ05 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 ｨｪｨｨ04ｨｺ ｨｺｨ ﾂ0209ｨｰ09ｨ ( ｨｺｨ ﾂ0209ｨｰ0906 ｨｨ090060ｨｪ ｨｨ00ｨｪｨ 05ｨ, ｨｨ09ｨｺｨ 0302ｨｪｨｨ07 ｨｨ 04ｨ 03ｨｮｨｬ0502ｨｪｨｨ ｨｨ 0602ｨｨ ｨｺ02, ｨｪｨｨ04ｨｺｨｨｨｦ ｨ ｨｨｨｰ0802ｨｦｨｰ ｨｨ ｨｰ. 07.), ｨｨ 06ｨｪ 006 ﾂ02ｨｰ ｨｪｨ ｨｦｨｰｨｨ 05ｨｰ ｨｨ ｨｪｨｨ ｨｮ ﾂ03ｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ0906ｨｬ 04ｨ 07ｨｨ09ｨｨ ｨｰｨｨｨｬ 0708ｨｨ ﾂｨｨｨｪｨ ｨｬ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ04ｨｬ ｨｰ ｨｨ09ｨｺ 00ｨ ｨｦ05ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ, ｨｰ ｨｰｨｹ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｬｨｮ ｨ ｨｪｨｨ06 ｨｨ05ｨｨ 09ｨｬ040905ｨｮ. 08ｨ ｨｦ05 09 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬ ｨｨ ｨｪｨｨ02ｨｬ ｨｨｨｬ0202ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨ 0605ｨｹ0306ｨｦ 06ｨ ｨｲ02ｨｬ, ﾂｨｰ06 04ｨ ｨｰ08ｨｮ0ｨｪ0702ｨｰ ｨｺｨｮ ｨ 0605ｨｹ ﾂｨｨ0905ｨ 00ｨ ｨｦ ｨｨ ｨｪ02ｨｮ006ｨ ｨｪ ｨ 0405ｨｨ ﾂｨｪ040 09ｨｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ: ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨ ｨｪｨｨ07, 0908ｨ 09ｨｪ02ｨｪｨｨ07, 0706ｨｨ09ｨｺｨ 0008ｨ 00ｨｬ02ｨｪｨｰｨ ｨｨ ｨｰ ｨ ｨ 06ｨｰ04 09 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬ ｨｨ ｨｪｨｨ02ｨｬ ｨ ｨｰ0205ｨｹｨｪ06 ｨｨｨｬ02ｨｰｨｹ ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪ ｨｰｨ ｨｪｨｨ02, ｨｺ06ｨｰ ｨ 060ｨｪ06 06ｨｰ ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 03ｨｮｨｬ0609, ｨｮ006ｨ ｨｪ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｨ ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｰｨ ｨｰ ｨｨ090060ｨｪ04ｨｦ ｨ ｨｮ0ｨｨ06 09ｨｨ00ｨｪｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨｪ0206ｨ 0060ｨｨｨｬ06 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ, ｨｺ06ｨｰ060804ｨｦ ｨｮ0ｨ ｨ 04 ｨｨ04 ｨｨ090060ｨｪ ｨ ｨｦ05ｨ ｨｪｨ 08070ｨｮ 09 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06 02ｨｨ ｨｰｨ ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0409ｨｮｨｺ ｨｰｨ ｨｪｨｨ07 09ｨｨ00ｨｪｨ 05ｨ, 0609ｨｰｨ ｨｰ0605ｨｹｨｺ ｨ 09ｨｪ04ｨｦ 09ｨｬ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨ ｨｰ02ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｰｨ ｨｺ06ｨｦ 0902ｨｬｨ ｨｪｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｹ 08ｨ ｨ 06ｨｰ ｨｰ06ｨｨｨｰ ｨｨ04 009ｨｮ0 04ｨ 0ｨ ﾂ:. 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ , ｨｮ05ｨｹｨｰｨ ｨｰ06ｨｬ 08ｨ ｨ 06ｨｰ04 ｨｺ06ｨｰ ｨｰ ｨ ｨｦ0504, ｨｨｨｬ0206ｨｴｨｨ02 ｨｺｨ ｨｺ ｨｬ0603ｨｪ06 ｨｬ02ｨｪｨｹ03ｨｨｨｦ 08ｨ 04ｨｬ ｨｨ ｨｮ ｨｨｨｨ ｨ ｨｪ02ｨｪｨｨ07 09 ｨｪｨｨ ｨ 09ｨｪ ｨｬ040905ｨ 03 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ, ｨ 0ｨ ﾂ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 09ｨｨ00ｨｪｨ 05ｨ, 0706ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｨ ｨｰ ｨ 0609ｨｪ ｨｮ070806ｨｴ02ｨｪｨｪ ｨｰｨ ｨｪｨｨ ｨ ｨｰ ｨ ｨｮ0ｨｨ06 09ｨｨ00ｨｪｨ 05ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬ02ｨｰ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 0706 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨｬ0603ｨｪ06 ｨｮ ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｮ070704: ｨ ｨｨｨｰｨｬ04, 08ｨ ｨ 06ｨｰｨ 06ｨｴｨｨ02 09 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨ ｨｪｨｨ07ｨｬｨｨ, ｨｰｨ ｨｪｨｪ04ｨｬｨｨ 09 09ｨｨｨｬ090605ｨｹｨｪ06ｨｬ 09ｨｨ002 (midi, MusicXML, Finale, Sibelius ｨｨ ｨｰ. 07.), ｨｨ ｨ ｨｨｨｰｨｬ04, 08ｨ ｨ 06ｨｰｨ 06ｨｴｨｨ ｨ 05ｨｹｨｪ04ｨｬｨｨ 0409ｨｮｨｺ060904ｨｬｨｨ 09ｨｨ00ｨｪｨ 05ｨ ｨｬｨｨ (wav, ogg, mp3 ｨｨ ｨｰ ｨ ｨｦ0504) [2, 3] ｨｨｨｰｨｬ ｨｨ09ｨｺｨ ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨ ｨｨｨｰｨｬ04, 08ｨ ｨ 06ｨｰｨ 06ｨｴｨｨ02 09 ｨｬ06ｨｪ060006ｨｪｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｨ ｨｨ0006ｨｪｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ ｨｨ07ｨｬｨｨ ｨｨ09ｨｺ ｨｬ06ｨｪ060006ｨｪｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨｨｨ, ｨｰｨ ｨｪｨｪ06ｨｦ 09 09ｨｨｨｬ090605ｨｹｨｪ06ｨｬ 09ｨｨ ｨｪ060006ｨｪｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｨ07 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｰｨ ｨｪｨ ｨｺｨ ｨｺ 09ｨｰ0806ｨｺｨ 09ｨｨｨｬ , ｨｺｨ 03004ｨｦ 09ｨｨｨｬ ｨ 0604ｨｪｨ ﾂｨ 02ｨｰ ｨｪ06ｨｰｨｮ, ｨｨｨｪｨｰ020809ｨ 05 ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｪ06ｨｰｨ ｨｬｨｨ ｨｨ ｨｰ ｨｺ06ｨｰ MIR-09ｨｨ09ｨｰ02ｨｬ04 (Music Information Retrieval), 0609ｨｮｨｴ0209ｨｰ ｨｴｨｨ ｨｨ09ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｰ ｨｰ ｨｪｨ ｨｰ06 ﾂｨｪ ｨ 002ｨｪｨｨ02 09ｨｰ0806ｨｺｨｨ ｨｨ05ｨｨ ｨｨ ｨｰ 0706ｨｨ09ｨｺ ｨｰ0806ｨｺｨｨ 09 09ｨｰ0806ｨｺ ｨｰｨ ｨｺｨｨ0 04ｨ 0ｨ ﾂ ｨｰ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ0402 ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ 09ｨｰ0806ｨｺ, ｨｰｨ ｨｺｨｨ02 ｨｺｨ ｨｺ Knuth-Morris- Pratt ｨｨ05ｨｨ Boyer-Moore [8]. 0208ｨｮ00ｨｨ02 MIR 09ｨｨ09ｨｰ02ｨｬ04 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨ07 [9]. 06ｨ ｨｺ0302 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ04 ｨｨ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ0402 ｨｬ02ｨｰ06004 ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07 09ｨｰ0806ｨｺ ｨｨ09ｨｺｨ ｨｰ0806ｨｺ. 8

182 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ09ｨｺ ｨｨ0006ｨｪｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨｨｨ, ｨｰｨ ｨｪｨｪ06ｨｦ 09 09ｨｨｨｬ090605ｨｹｨｪ06ｨｬ 09ｨｨ ｨｨ0006ｨｪｨｨ ﾂ0209ｨｺｨ 07 ｨｬ ｨｨ07 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ0907 ｨｺｨ ｨｺ ｨｪｨ ｨ ｨ 04ｨｰｨｨｨｦ ｨｦ09ｨｰ09ｨ ｨｬｨｨ: ｨｬ07 ｨｪｨ ﾂｨ 05ｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07, ｨｰｨ ｨｪ06ｨｰ04 ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ. 06ｨｰｨｨ ｨｪｨ ｨ ｨｰｨ ｨｺ0302 ｨｬ0603ｨｪ06 ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨｬ06ｨｴｨｹ06 ｨｨｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｪ040 00ｨ ｨｦ [5] ｨｨ05ｨｨ ｨｪ0208ｨ 0902ｨｪ09ｨｰ09ｨ ｨｰ0802ｨｮ000605ｨｹｨｪｨｨｨｺｨ [] ｨｰｨｪ0609ｨｰｨｪ04ｨｦ ｨｹ ｨｰｨｪ0609ｨｰｨｪ ｨ ｨｨｨｰｨｹ ｨｰｨｪ0609ｨｰｨｪ ｨｦ09ｨｰ09ｨ ｨｨ09ｨｺ06ｨｬ ｨｰ080204ｨｺｨ ｨｨ 0908ｨ 09ｨｪｨｨｨｰｨｹ ｨｨ ｨｦ09ｨｰ09ｨ ｨｬｨｨ ｨｨ ｨｪｨｨｨｦ ｨｨ04 ｨ ｨ ｨ ｨｪｨｪ [4] ｨ 00ｨ 02ｨｰ0907 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｰｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｬｨ ｨｰ08ｨｨ02ｨｮ ｨｰｨｪ0609ｨｰ02ｨｦ ｨ ｨｨ04 060ｨｪ06ｨｦ ｨｪ06ｨｰ ｨｮ00ｨｮ ｨｨ 0706ｨｨ09ｨｺ ｨ 09ｨｪｨｨ09ｨ ｨｰｨｹ ｨｮ ﾂ02ｨｪｨｪｨｮ06 ｨｬｨ ｨｰ08ｨｨ02ｨｮ 09 ｨｺｨ 03006ｨｦ ｨｬｨ ｨｰ08ｨｨ0202ｨｦ ｨｨ04 ｨ ｨ ｨ ｨｪｨｪ ｨｨ09ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 00ｨ ｨｦ ｨ ｨｬ04ｨｦ ｨｰ06ｨｦ ｨ ｨC 05ｨｰ ｨｨ080609ｨ ｨｰｨｹ 00ｨ ｨｦ05 ｨｨ05ｨｨ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨ ｨ ｨｦｨｰ. 005ｨ 09ｨｪ04ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ ｨｰｨ ｨｺ ｨ ｨC ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪｨ ｨｦｨｰｨｨ 05ｨｰ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ02, ｨｪ06 04ｨ 07ｨｨ09ｨ ｨｪｨｪ ｨｮ0006ｨｬ ｨｬｨ ｨｰ02 ｨｨ05ｨｨ ｨｮ0006ｨｬ ｨｺｨ ﾂ0209ｨｰ0902 (06ｨ 08ｨ ｨｨ ｨｨ09ｨｺ06ｨｬ04ｨｦ 00ｨ ｨｦ ｨｪ04 ｨ 04ｨｰｨｹ ｨｨ002ｨｪｨｰｨｨ ﾂｨｪ04 008ｨｮ00 008ｨｮ00ｨｮ) ｨｪ0609ｨｪ06ｨｬ 09 MIR 09ｨｨ09ｨｰ02ｨｬｨ 0 ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｰ0607ｨｰ ｨｨ04 009ｨｮ0 ﾂｨ 09ｨｰ02ｨｦ: 6ｦ ｨｪｨｨ02 ｨｨ04 09ｨｨ00ｨｪｨ 05ｨ 04ｨｪｨ ﾂｨｨｨｬ06ｨｦ ｨｮ0ｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ: ｨｬｨｺ0609ｨｰｨｹ, 08ｨｨｨｰｨｬ, 06ｨｺ08ｨ 09ｨｺｨ, ﾂｨ 09ｨｰ06ｨｰｨ , ｨｪ06ｨｰ04 ｨｨ ｨｰ. 07.; 6ｦ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｪｨｪ ｨｦ09ｨｰ09 09ｨｨ00ｨｪｨ 05ｨ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ070, 008ｨ ｨｪ07ｨｴ02ｨｦ ｨ ｨ ｨ ｨｪｨｪ ｨ ｨｺ ｨｨ0806ｨｺ ｨｨｨｬ02ｨｪ0706ｨｰ0907 ｨｬ02ｨｰ ｨｨ09ｨｺｨ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ02 ｨｪ02ｨｦ0806ｨｪｨｪ ｨｰｨｨ [0] ｨｰ ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ 06002ｨ 05ｨｹｨｪ04ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ06ｨｬ ｨｰｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｰ ｨｪ06ｨｰｨｪｨ 07 04ｨ 07ｨｨ09ｨｹ. 02ｨｪｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ, ｨｴ ｨｺｨ ｨｺ06ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｬ02ｨｪｨｨ 0409ｨｮ ﾂｨｨｨｰ ｨｰｨ ｨｨ05ｨｨ ｨｨｨｪｨ 07 ﾂｨ 09ｨｰ06ｨｰｨ (ｨｪ06ｨｰｨ ) ｨｰ06ｨｬｨｮ 08ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ06ｨｦ ｨｨ00202ｨｦ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ ｨｰ ｨｨ00ｨｪｨ 05ｨ ｨｨ ｨｬ02ｨｪｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪｨｮ06 06ｨ 05ｨ 09ｨｰｨｹ ｨC ｨｰ ｨｪ06ｨｰｨｪｨｮ06 04ｨ 07ｨｨ09ｨｹ [2], ｨC ｨｨ 0706ｨｨ09ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｬｨｮ ｨｰｨ 09ｨｮ ｨｰ06ｨｨｨｪ09ｨｰ0906 0ｨ ｨｪｨｪ ｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｪ06ｨｰｨｪｨ 07 04ｨ 07ｨｨ09ｨｹ ｨｰ ｨ ｨｨｨｬ06060ｨｪ0604ｨｪｨ ﾂｨｪ04ｨｬ 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ02ｨｬ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ, 09 06ｨｰ05ｨｨ ﾂｨｨ02, ｨｪｨ 0708ｨｨｨｬ0208, 06ｨｰ 08ｨｨｨｰｨｬｨ, ｨｺ06ｨｰ060806ｨｬｨｮ ｨｬ0600ｨｮｨｰ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ ｨｨｨｦ ｨｹ040609ｨ ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 ｨｬ060302ｨｰ 0708ｨｨ0ｨ ｨｰｨｹ ｨ 00ｨ 02ｨｬ06ｨｬｨｮ ｨ ｨｨｨｰｨｬｨｮ ｨｮ06ｨｴｨｨ ｨｦ09ｨｰ09ｨ : ｨC 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨ ｨｰｨｨ02 04ｨ 09 ﾂ02ｨｰ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 ｨｨ04 ｨｨ090060ｨｪ ｨ ｨｦ05ｨ ｨｪｨ 08070ｨｮ 09 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ06 02ｨｨ ｨｰｨ ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0409ｨｮｨｺ ｨｰｨ ｨｪｨｨ07 09ｨｨ00ｨｪｨ 05ｨ ; ｨC ｨｪｨｨ02 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ 09ｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺ 0609ｨｪ0609ｨｪ040 ｨｰ06ｨｪ ｨ ｨｪｨｪ ｨｦ09ｨｰ0906 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 03ｨ ｨｪ08ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07, ｨｰｨ 09ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609, 0706ｨｨ09ｨｺｨ 0706 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｬｨｮ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨｨ05ｨｨ 0008ｨ 00ｨｬ02ｨｪｨｰｨｮ; ｨC ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｨ ｨｪｨｨ ｨｪ0609ｨｪ06ｨｦ ｨｬ ｨｨｨｨ ｨｨ ｨｪｨｨ07, 09 05ｨｰ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｺ0806ｨｬ ｨｪ0609ｨｪ040 ｨｰ06ｨｪ0609 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨｰｨ 09 06ｨ 0208ｨｰ06ｨｪ0609 (00ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨｺ08ｨ ｨｰｨｪ ｨｪ0609ｨｪ06ｨｬｨｮ ｨｰ06ｨｪｨｮ). 06ｨｰ ｨｦ09ｨｰ0906 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨｪｨ ｨｺ06ｨｬｨｨｨｰ0205ｨｹｨｪ ｨｮ03ｨｨ09ｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 (0706 ｨ ｨｪｨ ｨｨｨｨ ｨｬ06ｨｰ0806ｨｬ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ) ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 00ｨ ｨｦ ｨｪ06ｨｰｨｪ06ｨｬｨｮ ｨｰｨ 09ｨｮ, ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609, ｨｺ06ｨｰ ｨ 0405ｨｨ 04ｨ 002ｨｦ09ｨｰ090609ｨ ｨｪ ｨｺ06ｨｪｨｪ ｨ 08ｨ ｨ ｨｪｨｨ02 08ｨｮ08ｨｹ ﾂｨｨ090502ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 09ｨｨ00ｨｪｨ 05ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ 06ｨｺ06ｨｪｨｪ06ｨｬ ｨ 08ｨ ｨ ｨｪｨｨｨｨ 08ｨｮ08ｨｹ02. 02ｨ ｨｪｨｪ ｨ 08ｨ ｨ ｨｪｨｨ02 ｨ ｨ 08ｨ ｨｪ ｨｨ ｨ ｨｪ040 (0902ｨｦ090502ｨｰ04 [], ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ ｨｪｨｨ07 ﾁ06ｨｮ-00ｨｨ05ｨｹ07ｨｬ09ｨ [6], 00ｨｨ00ｨｪ0208ｨ [7]) ｨｮ06ｨｴｨｨｨｬ 0708ｨｨ ﾂｨｨｨｪｨ ｨｬ: ｨｪ020708ｨｨ006ｨｰ05ｨｨ090609ｨｰｨｹ ｨｺ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ0809ｨ ｨｬ, ｨｬｨ ｨｬ ｨｪ02ｨｪｨｨ07, ｨｰ06ｨｰｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ, ｨｺ0609ｨｰｨｹ 0708ｨｨ ｨｨｨｪｨｰ ｨｰｨ 02ｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ 09 ｨ 0708ｨｨ0608ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｦ09ｨｰ09ｨ 0 ｨｨ ｨｮ02ｨｬ ｨｨ00ｨｪｨ 05ｨ ｨｨｨｰｨｬ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ06ｨｴ02ｨｬ ｨｪ04ｨｦ 09ｨｨ00ｨｪｨ 05 08ｨ 04ｨ ｨｨ09ｨ 02ｨｰ0907 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ﾂｨ 09ｨｰ02ｨｦ (06ｨｺ06ｨｪ) ｨｬ02ｨｪｨｨ. 04ｨ 04ｨｬ ｨｺｨｪｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0904ｨ 08ｨ ｨｪ ｨｨ ｨｹｨｪ06, ｨｪ06 ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｬｨ 0504ｨｦ 08ｨ 04ｨｬ ｨｺｨｪｨ 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨｮ0ｨｮ00302ｨｪｨｨ06 08ｨ ｨｪｨｨ07 09 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ, ｨｺ06000ｨ ｨｪｨｨ02 ﾂｨ 09ｨｰ06ｨｰ04 (ｨｪ06ｨｰ04) 0905ｨｨ09ｨ 06ｨｰ0907 ｨｨ ｨｪ02 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ 08ｨ ｨｪ04 ｨｨ ｨｰ06 ﾂｨｪ06 08ｨ ｨｪｨ ｨｪ ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ 08ｨ 04ｨｬ0208ｨ 06ｨｺｨｪｨ, ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ ｨｪｨｨ07 ｨｪ06ｨｰ ｨｬ02ｨｪｨｨ (08ｨｨ09. ). 00 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｨｨｬ0202ｨｰ ｨｬ0209ｨｰ06 ｨｪ0205ｨｨｨｪ02ｨｦｨｪｨ 07 03ｨｺｨ 05ｨ 08ｨ ｨｪｨｨ07 ｨｪ06ｨｰ ｨｪｨｨ ｨｺｨｨ02 ｨｪ06ｨｰ04 08ｨ ｨｪ ﾂｨ 09ｨｰ06ｨｰ ｨ ｨｨ05ｨｹｨｪ0202, ﾂ02ｨｬ ｨｪｨｨ02 ｨｪｨｨ04ｨｺｨｨ02 ｨｪ06ｨｰ ｨｰ06ｨｬｨｮ ｨｰ06 ﾂｨｪ ｨ ｨｪｨｨ ﾂｨ 09ｨｰ06ｨｰ02 ｨｪｨｨ04ｨｺｨｨ0 ｨｪ06ｨｰ 06ｨｺｨｪ ｨ 08ｨ ｨ ｨｪｨｨ ｨｪ06 ｨ 04ｨｰｨｹ ｨ 0605ｨｹ0302, ﾂ02ｨｬ ｨｺｨｨ0. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 06ｨｺｨｪｨ 08ｨ 04ｨｪ ｨ 04ｨｬ0208ｨ ｨ 04ｨｪ040 ﾂｨ 09ｨｰ06ｨｰ ｨ 00ｨ 02ｨｰ0907, ﾂｨｰ ｨｨ ｨｪ06ｨｰ04 ｨｨｨｬ0206ｨｰ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 ﾂｨ 09ｨｰ06ｨｰ04, ｨ 07ｨｨｨｺｨｨ ｨ 08ｨ ｨ ｨｪｨｨｨｨ 08ｨｮ08ｨｹ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 05ｨｰｨｨｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ, ｨｰ06 ｨｪ02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ 06ｨ ﾂｨｨ09ｨ ｨｰｨｹ 0905ｨｨ03ｨｺ06ｨｬ ｨ 0605ｨｹ03ｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0706 ﾂｨ 09ｨｰ06ｨｰ02, 00609ｨｰｨ ｨｰ06 ﾂｨｪ06 ｨｨｨｬ02ｨｰｨｹ ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ ｨｪｨｨ02 ｨｪ02 ｨｬ02ｨｪｨｹ ｨｨｨｪ04 06ｨｰ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｬ02030ｨｮ 009ｨｮｨｬ07 ｨｪ06ｨｰｨ ｨｬｨｨ. ﾁｨ 09ｨｰ06ｨｰｨｪ04ｨｦ 0ｨｨｨ 07ｨ 0406ｨｪ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, 00609ｨｰｨ ｨｰ06 ﾂｨｪ04ｨｦ ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ, ｨｰｨ ｨｰ 25ｨC ｨｰ06ｨｬ 0ｨｨｨ 07ｨ 0406ｨｪ02 ｨｪｨ ｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ06ｨｰ04, 0002ｨｪ0208ｨｨ08ｨｮ02ｨｬ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ. 82

183 ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ, ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 060ｨｨｨｪｨ ｨｺ060904ｨｬｨｨ (08ｨｨ ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ03ｨｪｨｨｨｦ 0008ｨ 00ｨｨｨｺｨｨ, ｨｪｨ ｨｴｨｨ ｨｨｨ 07ｨ 0406ｨｪ02 08ｨ ｨ 06 ﾂｨｨ0 ﾂｨ 09ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬｨ, ｨｨ002ｨｪｨｰｨｨ ﾂｨｪ04) ｨｰ , ｨ ｨｨｨｰｨｬ ｨ ｨｰｨｨ07, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 0709ｨｨ006ｨ ｨｺｨｮ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ (mp3, ogg ｨｨ 008.), 08ｨ ｨ 06ｨｰｨ 06ｨｰ ｨｪ0609ｨｪ06ｨｬ ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ ｨｰｨ ｨｴ02ｨｦ (08ｨｨ09. 4, 5) ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ03ｨｪｨｨｨｦ 0008ｨ 00ｨｨｨｺｨｨ ｨｪｨ 08ｨｨ09. 5 ｨｰｨ ｨｺ0302 ｨｺｨ ｨｺ ｨｨ ｨｪｨ 08ｨｨ09. 3 ｨｨ002ｨｪｨｰｨｨ ﾂｨｪ ｨｰ06ｨｬｨｮ 09ｨｰ020702ｨｪｨｹ 0903ｨ ｨｰｨｨ07 (ｨ ｨｨｨｰ0802ｨｦｨｰ), 0708ｨｨｨｬ02ｨｪ0702ｨｬｨ ｨｨ006ｨ ｨｺｨｮ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｺ06002ｨｺｨ 0, ｨｪ ｨｪｨ 0905ｨｨ07ｨｰｨｹ ｨｪｨ ｨｺ06ｨｪ02 ﾂｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨC ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ. 04ｨｨ ｨ ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨ ｨｺ ｨ ｨｪｨｨ ﾂｨ 09ｨｰ06ｨｰ02 ｨｨ ｨｪｨｨ04ｨｺ ｨｬ02ｨｪｨｨ ( ｨｮ); ｨｪｨｨ04ｨｺ ｨ ｨｪｨｨ ﾂｨ 09ｨｰ06ｨｰ02 ｨｨ ｨｺ ｨ ｨｪｨｨ ｨｬ02ｨｪｨｨ (09ｨｪｨｨ04ｨｮ) 04ｨ ｨ 06ｨｰｨ 09 05ｨｰｨｨｨｬ 0ｨｨｨ 07ｨ 0406ｨｪｨ ｨｬ 06ｨ ｨｮ ｨｪｨ 02ｨｴ02 009ｨｮｨｬ07 00ｨ ｨｺｨｰｨ ｨｬｨｨ , 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｨ09ｨｺｨ 0302ｨｪｨｨ07 (ｨｴ0205- ﾂｨｺｨｨ, ｨｰ080209ｨｺ, 0909ｨｨ09ｨｰ ｨｨ ｨｰ. 07.), ｨｴｨｨ ｨｪ02ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06ｨｦ 0602ｨｨ ｨｺｨｨ, 0708ｨｨ ｨ ﾂ02 0ｨ ｨｪｨｪ040 ｨｨ05ｨｨ ｨｪｨ 008ｨｮ00ｨｨ0 05ｨｰｨ 07ｨ 0 03ｨｨ04ｨｪｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 (08ｨｨ09. 2), 08ｨ ｨ 00ｨ 06ｨｰ ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪ06ｨｦ ﾂｨ 09ｨｰｨｨ ｨｺｨｰ08ｨ (08ｨｨ09. 3). 06ｨ ｨｺ ｨｺｨ ｨｺ ｨ ｨｨｨｰｨｬ ｨｪ02 04ｨ ｨｰ08ｨ 00ｨｨ09ｨ 02ｨｰ 0ｨ ｨｪｨｪｨｮ06 ﾂｨ 09ｨｰ06ｨｰｨｪｨｮ06 06ｨ 05ｨ 09ｨｰｨｹ, ｨｰ06 ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07, ｨｮ ﾂ02ｨｪｨｪ ｨｰ 00 ﾂｨｨ09ｨｰ ｨｨ00ｨｪｨ 05ｨ ｨｨ 05ｨｰ ｨｨ00ｨｪｨ 05ｨ, ｨｨｨｬ0206ｨｴ ｨｨ09ｨｺｨ 0302ｨｪｨｨ07, ｨ ｨｮ0ｨｮｨｰ 04ｨｨ ﾁｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ ｨ ｨｨｨ 06ｨｺ ( ｨｮ) ｨｨ ｨｨｨ ｨｺｨ ｨｬｨｨ (09ｨｪｨｨ04ｨｮ) 04ｨｨ ｨｬ02ｨｪｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ ｨ ｨｨｨ 06ｨｺ ( ｨｮ) ｨｨ ｨｨｨ ｨｺｨ ｨｬｨｨ (09ｨｪｨｨ04ｨｮ) 04ｨｨ ｨｬ02ｨｪｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 09 ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ 32 ｨｺｨ ｨｨｨｰ ( ｨｮ) ｨｨ 09 ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ 320 ｨｺｨ ｨｨｨｰ (09ｨｪｨｨ04ｨｮ) 83

184 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ﾁｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 09 ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ 32 ｨｺｨ ｨｨｨｰ ( ｨｮ) ｨｨ 09 ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ 320 ｨｺｨ ｨｨｨｰ (09ｨｪｨｨ04ｨｮ) 0308ｨｨｨｪｨｨｨｬｨ ｨｪｨｨｨｬｨ ｨｪｨｨ ｨｨ ｨｪｨｪ ｨ 0909ｨｮ03002ｨｪｨｨ07, 0904ｨ 08ｨ ｨｪ ｨｮ06ｨｴｨｨ02 08ｨ 04ｨｬ ｨｺ06ｨｪ ｨｨ 0008ｨ ｨｪｨｨ0204 0ｨｨｨ 07ｨ 0406ｨｪ0609 ﾂｨ 09ｨｰ06ｨｰ, ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｬ 06ｨｺｨｪ ｨｨ ﾂｨ 09ｨｰ06ｨｰ02 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ Fs = : 892, 644, 4096, 3072, 2048, 536, 024, 768, 52 06ｨｰ09 ﾂ02ｨｰ0609; 25, 254, 380, 508, 76, 952, 523, 2033, 3046, ｨ 04ｨｬ ｨｺ06ｨｪ 06ｨ ｨｮ ｨｪ ｨｰ02ｨｬ, ﾂｨｰ06 0ｨ ｨｪｨｪ0402 ﾂｨｨ0905ｨ ｨｰ ｨｰ020702ｨｪｨｹ ｨｦｨｺｨｨ (ｨｨ05ｨｨ ｨｺ08ｨ ｨｰｨｪ04 09ｨｰ020702ｨｪｨｨ 00906ｨｦｨｺｨｨ) ｨｨ 06ｨ ﾂｨｨ09ｨ 06ｨｰ ｨｪｨ ｨｨｨ 0605ｨｹ ｨ 0409ｨｰ ｨｦ09ｨｰ09ｨｨ02 ｨ ｨｨｨｰｨｬｨ 0708ｨｨ 08ｨ 09 ﾂ02ｨｰ ｨ 08ｨ ｨ ｨｪｨｨ07 08ｨｮ08ｨｹ02. 06ｨ ｨｺ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 08ｨ 04ｨｬ ｨｺ06ｨｪ, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ ｨ 09ｨｨ05ｨｮ ｨｰ ﾂ02ｨｪｨｨ07 (0708ｨｨ ﾂｨ 09ｨｰ06ｨｰ02 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ Fs = ): 9265, 579, 3530, 279, 345, 830, 52 06ｨｰ09 ﾂ02ｨｰ0609; 25, 269.3, 452.5, 78.7, 4.5, 98., 3046., ｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ 08ｨ 04ｨｬ ｨｺｨｪｨ 0904ｨ 08ｨ ｨｪ ｨｰｨｨ0302ｨｪｨｨ ｨｺ ｨ ｨｪｨｨ ｨｬ02ｨｪｨｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07 ｨｪ06ｨｰ ( ｨｺ) ｨ ｨｪｨｨ07 ｨｨ090060ｨｪ ｨｨ00ｨｪｨ 05ｨ ｨｪｨ 06ｨｺｨｪｨ, ｨｬ06ｨｴｨｹ06 0ｨｨ09ｨｺ0802ｨｰｨｪ ｨ 08ｨ ｨ ｨｪｨｨ02 08ｨｮ08ｨｹ ﾂｨｨ ｨｰ ｨｺｨｰ08 09ｨｨ00ｨｪｨ 05ｨ ｨｺｨ ｨｺｨｪｨ ｨｮ ﾂ02ｨｪｨｪ040 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｺｨｰ ｨｬｨｨ08ｨｮ02ｨｰ ｨｮｨｬ0208ｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09, ｨｰ0605ｨ ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｰ ｨｬ02ｨｪｨｪ ｨｺｨｪｨ, ｨ 09ｨｰ0806ｨｺｨｨ ｨC ﾂｨ 09ｨｰ06ｨｰ ｨ 08ｨ ｨ ｨｪｨｨ07 08ｨｮ08ｨｹ02 (08ｨｨ09. 6) ｨｰ ｨｺｨ ｨｺ ｨｮ ﾂ02ｨｪ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 09ｨｨ00ｨｪｨ 05ｨ, ｨｬｨｨ08ｨｮ02ｨｰ0907 ｨｬｨ 0909ｨｨ09 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ {f i, t i, 02 i, A i }, f i ｨC ﾂｨ 09ｨｰ06ｨｰｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07 i-ｨｦ ｨｪ06ｨｰ04, t i ｨC ｨｬ07 ｨｪｨ ﾂｨ 05ｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07 i-ｨｦ ｨｪ06ｨｰ04 (ｨｪ06ｨｬ ｨｺｨｪｨ ), 02 i ｨC 00ｨ 04ｨ i-ｨｦ ｨｪ06ｨｰ04, A i ｨC ｨ ｨｬ0705ｨｨｨｰｨｮ0ｨ i-ｨｦ ｨｪ06ｨｰ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 0409ｨｮ ﾂｨ ｨｪｨｨ07 i-ｨｦ ｨｪ06ｨｰ ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 06ｨｺ06ｨｪ, 09 ｨｺ06ｨｰ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 0ｨ ｨｪｨｪｨ 07 ﾂｨ 09ｨｰ06ｨｰｨ. 04ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03, ｨ ｨｪｨｪ ｨｪｨ 09ｨ ｨｺ ｨｪ ｨｦ 06ｨｺｨｰｨ 0902 ( ｨｮ), ｨｨ 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03, ｨ ｨｪｨｪ ｨｪｨ 00ｨｨｨｰｨ ｨｦ 06ｨｺｨｰｨ 0902 (09ｨｪｨｨ04ｨｮ) ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ. 070ｨ 0502ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09, ｨｰｨ ｨｴｨｨｨｦ ｨｪ04ｨｦ ｨｪ06ｨｰｨｪ04ｨｦ ｨｰｨ ｨｨ ｨｪｨｨ07, ｨｨｨｬ0202ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ06 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ. 05ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｪｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｪ06ｨｰｨ, ｨ ｨｪｨｪｨ 07 ｨｪｨ 0506ｨ 06ｨｬ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｬ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ02 (08ｨｨ09. 7), ｨｺ0806ｨｬ02 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ ｨｨｨｬ0202ｨｰ 02ｨｴ ﾂｨ 09ｨｰ06ｨｰ ｨC ｨｺ08ｨ ｨｰｨｪ040 00ｨ 08ｨｬ06ｨｪｨｨｨｺ (06ｨ 0208ｨｰ06ｨｪ0609) (08ｨｨ09. 8). 04ｨｨ ｨｬ02ｨｪｨｪ ｨｰｨ ｨｪｨｨ02 ｨｪ06ｨｰ ｨｦ 06ｨｺｨｰｨ 0904, ｨ ｨｪｨｪ06ｨｦ ｨｪｨ 07ｨｨｨ ｨｪｨｨｨｪ06 ( ｨｮ) ｨｨ 09ｨ ｨｺ ｨｪ02 (09ｨｪｨｨ04ｨｮ) ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ﾂｨ 09ｨｰ06ｨｰ ｨｪ06ｨｰｨ ｨｬ, 002: sca ｨC 27.5; cf ; sc# ; sa - 0; bf ｨC 74.6; c# ; a - 440; 2f ｨC ; 3c# ; 3a - 760; 4f ｨC

185 ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ, ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨｰ060806ｨｦ 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 06ｨ 0208ｨｰ06ｨｪ04 ｨｪｨ ｨｦ002ｨｪ04, ｨｰ06 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ﾂｨ 09ｨｰ06ｨｰｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ, ｨｨｨｪｨ ﾂ ｨ 02ｨｰ ｨｪｨｨ02, ﾂｨｰ06 0ｨ ｨｪｨｪｨ 07 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨ ｨｰ0802ｨｰｨｹ07 ｨｨ ｨｰ ｨｰ ｨｰ ｨｺｨ ｨｺ ｨｪｨ ｨｦ002ｨｪｨ ﾂｨ 09ｨｰ06ｨｰｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ, 06ｨｪｨ ｨ ｨｪ0702ｨｰ ｨｪ06ｨｬ ｨｬｨ 0909ｨｨ0902, ｨ ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ 09 ｨｺ08ｨ ｨｰｨｪ04ｨｬｨｨ 02ｨｦ ﾂｨ 09ｨｰ06ｨｰｨ ｨｬｨｨ ｨｮ0ｨ ｨｰ ｨ ｨｺ ｨｮｨｴ0209ｨｰ ｨｰ ﾂｨｨ09ｨｰｨｺｨ 08ｨ ｨ 06 ﾂ ｨｮｨｬ0208ｨｪ ｨｬｨ 0909ｨｨ09ｨ 06ｨｰ ｨｬ02ｨｪｨｰ0609, 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ06ｨｰ ｨ ｨｪ04 ｨｪ ｨ ｨ ｨｪｨｪ0609ｨｰｨｹ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 06ｨｺ06ｨｪ, ｨｪ0609ｨｰｨｹ ｨ 08ｨ ｨ ｨｪｨｨ07 ｨｨ ｨｰ. 07. (08ｨｨ09. 9) ｨｰｨ ｨｰｨｺ06ｨｬ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨｪｨｨ07 00ｨ 08ｨｬ06ｨｪｨｨｨｺ ﾂｨ 09ｨｰ06ｨｰ ｨｪ0609ｨｪ ｨｰ06ｨｪｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪｨｨｨｺｨｪ060902ｨｪｨｨ ｨｨｨ 06ｨｺ ｨｨ 09ｨｰ ｨ ｨｮ ﾂｨ 070, ｨｺ06000ｨ 0409ｨｮ ﾂｨ ｨｰ 060ｨｪ ｨｬ02ｨｪｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｪ06ｨｰ. 04ｨｨ ﾁｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｪ06ｨｰ ｨｦ 06ｨｺｨｰｨ 0904, ｨ ｨｪｨｪ06ｨｦ ｨｪｨ 07ｨｨｨ ｨｪｨｨｨｪ06 ( ｨｮ) ｨｨ 09ｨ ｨｺ ｨｪ02 (09ｨｪｨｨ04ｨｮ) 08ｨｬ0705ｨｨｨｰｨｮ0ｨ ｨｨ 08ｨ ｨｪｨｨ02, 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨｪ0609ｨｪ06ｨｦ ﾂｨ 09ｨｰ06ｨｰ04 05ｨｰｨｨ0 06ｨ 0208ｨｰ06ｨｪ0609, ｨｰ 08ｨ 0405ｨｨ ﾂｨｨ02 ｨｬ02030ｨｮ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ ｨｪ02 ｨｪ0608ｨｬｨ 05ｨｹｨｪ06ｨｦ ｨｰ ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ ｨｨｨｬ0202ｨｰ ｨ ｨｬ0705ｨｨｨｰｨｮ0ｨｮ ｨｬ02ｨｪｨｹ03ｨｮ06 (ｨｨｨｪ06000ｨ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｬ02ｨｪｨｹ03ｨｮ06) ｨ ｨｬ0705ｨｨｨｰｨｮ ｨｨ0 ｨｺ08ｨ ｨｰｨｪ040 00ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨｬ02 ｨｰ060006, 09 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ06ｨｬ 09ｨｨ00ｨｪｨ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｨ 008ｨｮ00ｨｨ02 ﾂｨ 09ｨｰ06ｨｰｨｪ0402 ｨｨ ｨｬ02ｨｪｨｪ ｨｰｨ ｨｴｨｨ02, ｨｺ06ｨｰ , ｨｪ02 090ｨ 09ｨ 0709ｨｹ ｨ ｨｪ0609ｨｰｨｨ, ｨｬ0603ｨｪ06 06ｨｰｨｪ0209ｨｰｨｨ ｨｺ 03ｨｮｨｬｨ ｨｬ ｨ 08ｨ ｨ ｨｪｨｨ07 ｨｨ ｨｰ ｨｬ020ｨ ｨｬ (08ｨｨ09. 6). 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ06 09 ｨｰｨ ｨｺｨｨ0 ｨｮ ｨｨ ｨｪ0604ｨｪｨ ﾂｨｪ ｨ ｨｪｨ 09ｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609, 0409ｨｮ ﾂｨ ｨｴｨｨ ｨｨ ｨｪｨｨ070, ｨｨ ｨｺ ｨｺｨｰｨｪ04ｨｦ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 09 ｨｪ06ｨｰ04 ｨｺ08ｨ ｨｦｨｪ02 04ｨ ｨｰ08ｨｮ0ｨｪ02ｨｪ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ ｨｪ ｨ 02ｨｰ0907 ｨｪｨ ｨｮｨｰ ｨｪｨｨ070: ｨC ｨｮ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609 (09ｨｰ08ｨｮｨｪｨｪ0402, 0ｨｮ ) ｨｨｨｬ0206ｨｰ0907 ｨｪ02 ｨ ｨｹｨｬｨｨ 06ｨ 0208ｨｰ06ｨｪ0609, ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 ﾂｨ 09ｨｰ06ｨｰｨ ｨｬ, ｨｺ08ｨ ｨｰｨｪ04ｨｬ 00ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨｪ0609ｨｪ ｨｰ06ｨｪｨ ; ｨC ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨｮ06 ｨ ｨｬ0705ｨｨｨｰｨｮ0ｨｮ ｨｺｨｰ ｨｨ00ｨｪｨ 05ｨ ｨｬ060302ｨｰ ｨｨｨｬ02ｨｰｨｹ ｨｰ0605ｨｹｨｺ06 060ｨｪｨ ｨｨ04 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 ｨ 0204 ｨｨ09ｨｺｨ 0302ｨｪｨｨ ｨ 09ｨｪ ｨｬ040905ｨ 03 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 09 ｨｪ02ｨｬ ｨｮ02ｨｰ ｨ ｨｪ07ｨｰｨｹ ｨｰ0605ｨｹｨｺ06 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ, ｨｮ0ｨ ｨｺ08ｨ ｨｰｨｪ0402 ﾂｨ 09ｨｰ06ｨｰ ｨｰ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨ ｨｰ0205ｨｹｨｪ04ｨｦ ｨ ｨ 08ｨｬ06ｨｪｨｨｨｺ 09 ｨ ｨｬ0705ｨｨｨｰｨｮ006ｨｦ, ｨ 06ｨｴ02ｨｦ ｨｪｨｪ04ｨｦ , ｨｨ ｨｺｨｮ ｨｰ060006, 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ 05ｨｨ ｨｺｨｰ ｨｨ00ｨｪｨ 05ｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ 09 ｨｺ08ｨ ｨｰｨｪ04ｨｬｨｨ ﾂｨ 09ｨｰ06ｨｰｨ ｨｬｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 0ｨ ｨｪｨｪ06ｨｦ ｨｨ ｨｰｨ ｨｺ ﾂ02ｨｰｨ ｨｪｨｨ02 00ｨ 08ｨｬ06ｨｪｨｨｨｺ ｨｪ06, ｨｰ06 ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ06 ｨｪｨ ｨｦ002ｨｪｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨ 0609ｨｪ0609ｨｪ ｨｰ06ｨｪｨ ｨｨ 00ｨ 08ｨｬ06ｨｪｨｨｨｺ 09 ｨｺ08ｨ ｨｰｨｪ04ｨｬｨｨ ﾂｨ 09ｨｰ06ｨｰｨ ｨｬｨｨ ｨｪ02 ｨｪｨ ｨｦ002ｨｪ06, ｨｰ ｨ 02ｨｰ ｨｪｨｨ02, ﾂｨｰ06 ｨｨ ｨｮ02ｨｬｨ 07 00ｨ 08ｨｬ06ｨｪｨｨｨｺｨ ｨｰ ｨｰ060806ｨｦ, ｨｨ ｨｨｨｰ ｨｨ09ｨｺ 06ｨ 0208ｨｰ06ｨｪ0609 ｨｪｨ ｨｺ08ｨ ｨｰｨｪ040 ﾂｨ 09ｨｰ06ｨｰｨ 0 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｮ ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 09 ｨｮ0ｨ 0502ｨｪｨｪ04ｨｬｨｨ 06ｨ 0208ｨｰ06ｨｪｨ ｨｬｨｨ 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03, ｨ ｨｪｨｪ ｨｪｨ 09ｨ ｨｺ ｨｪ ｨｦ 06ｨｺｨｰｨ 0902 ( ｨｮ), ｨｨ 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03, ｨ ｨｪｨｪ ｨｪｨ 00ｨｨｨｰｨ ｨｦ 06ｨｺｨｰｨ 0902 (09ｨｪｨｨ04ｨｮ) ｨｬｨ ｨｰ ｨｪ ｨ ｨｦ05ｨ ｨｺ06ｨｬ07ｨ ｨｺｨｰｨｪ ｨ ｨｪ02ｨｪｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ ｨｮ ﾂ02ｨｪｨｪ04ｨｦ ｨｪ06ｨｦ ｨｬｨ 0909ｨｨ ｨｪ ｨ ｨｪ07ｨｰｨｹ 09 00ｨ ｨｦ05 06ｨｰｨｺ0804ｨｰ06ｨｦ ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ xml. 08ｨ ｨｦ0504 xml ｨｬｨ ｨｰｨ ｨｰ ｨ 04 ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ 00ｨ ｨｦ05ｨ ｨｬｨｨ, ｨｨ ｨｨ ｨｨ00ｨｨｨｺｨ 02ｨｨ02ｨｦ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨ, 09 ｨｪｨｨ0 06 ﾂ02ｨｪｨｹ ﾂｨ 09ｨｰ ｨｰ0802 ﾂｨ 06ｨｰ ｨｰ ｨｴｨｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 09ｨｨｨｬ , ｨｰ06ｨｬｨｮ 05ｨｰｨｨ 00ｨ ｨｦ ｨｨｨｬｨ 06ｨｰ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｬｨｨ ｨ 080ｨｨ09ｨ ｨｰ0608ｨ ｨｬｨｨ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｬｨｨ ｨ 08ｨｪ0402 ｨｬ02ｨｰ ｨ ｨｰｨｨ07 (zip, rar) ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ﾂｨ 09ｨｰ06ｨｰ ｨｪ06ｨｰｨ ｨｬ, 002: sca ｨC 27.5; cf ; sc# ; sa - 0; bf ｨC 74.6; c# ; a - 440; 2f ｨC ; 3c# ; 3a - 760; 4f ｨC

186 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｨ ｨｪ 0708ｨｨｨｬ0208 xml 00ｨ ｨｦ05ｨ : <?xml version= ｱ.0" encoding= ｱutf-8"?> <root> <ti Fs= ｱ4400" bits= ｱ6" len= ｱ37"> <win> </win> <fr> </fr> </ti> <notes> <n cw= ｱ" f= ｱbg# ｱ> <t p= ｱ0.453" ts= ｱ3"> <a>643</a> <a>55</a> </t> <t p= ｱ-0.275" ts= ｱ8"> <a>80</a> <a>268</a> </t> </n> <n cw= ｱ" f= ｱba# ｱ> <t p= ｱ2.9374" ts= ｱ4"> <a>3</a> <a>8</a> <a>585</a> <a>224</a> <a>7</a> </t> </n> <n cw= ｱ" f= ｱbf ｱ> <t p= ｱ.456" ts= ｱ26"> <a>327</a> <a>38</a> </t> </n> <n cw= ｱ2" f= ｱc# ｱ> <t p= ｱ " ts= ｱ3"> <a>304</a> <a>330</a> <a>80</a> </t> </n> </notes> </root> 00 ｨｺ0608ｨｪ020906ｨｬ ｨｰ xml-00ｨ ｨｦ05ｨ ｨｪｨ ｨｰ ｨ 06ｨ 0704ｨ ｨｰ0205ｨｹｨｪ040 08ｨ ｨ 09 ｨｰ020ｨｪｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｦ ｨC ｨｰ0200 <ti> ｨｨ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨｪ06ｨｰｨ 0 ｨC ｨｰ0200 <notes> ｨｦ 08ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ 07 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06, ｨｪ0206ｨ 0060ｨｨｨｬｨｮ ｨｨ ｨｪｨｨ07 00ｨ ｨｦ05ｨ : ﾂｨ 09ｨｰ06ｨｰｨｮ 0ｨｨ09ｨｺ0802ｨｰｨｨ04ｨ 02ｨｨｨｨ, 005ｨｨｨｪ04 06ｨｺ06ｨｪ, ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ 0ｨｨｨ 07ｨ 0406ｨｪ ｨｨ ｨｰ ｨｰ060806ｨｦ 08ｨ ｨｨｨｰ ｨｰ0200ｨｨ 09 ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ 06 ｨｪ06ｨｰ02 ( ﾂｨ 09ｨｰ06ｨｰ02), ｨｺ06ｨｰ0608ｨ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 09 09ｨｨ00ｨｪｨ ｨｪｨｮｨｰ08ｨｨ 05ｨｰ ｨｰ0200ｨ ｨ ｨｰ ﾂ0208ｨｪｨｨ02 ｨｰ0200ｨｨ <n>, 008ｨ ｨｪ07ｨｴｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｬ02ｨｪｨｨ ｨｪｨ ﾂｨ 05ｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07 05ｨｰ06ｨｦ ｨｪ06ｨｰ04, ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ, ｨｬｨｺ0609ｨｰｨｨ 0409ｨｮ ﾂｨ ｨｪｨｨ07 (ｨ ｨｬ0705ｨｨｨｰｨｮ002) ｨｨ 00ｨ ｨｪ000608ｨｬｨ 02ｨｨ07 06ｨ ｨ ｨｬ0705ｨｨｨｰｨｮ002 ｨｨ 00ｨ 0402 ｨｪ06ｨｰ04 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｺ ｨｺｨｰｨｪ ｨｰｨ ｨｪ ｨｪｨｨ ｨｮｨｺ ｨｨ00ｨｪｨ 05ｨ. 08ｨｬ0705ｨｨｨｰｨｮ0ｨ ｨｪ06ｨｰ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ｨｰ ｨｨｨ ｨ 06ｨｴ02ｨｦ ｨｪ0209ｨｮｨｴ ｨｨ00ｨｪｨ 05ｨ 09 ﾂｨ 09ｨｰ06ｨｰ06ｨｦ, ｨｺ06ｨｰ0608ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ02ｨｰ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ06ｨｦ ｨｪ06ｨｰ02, ｨ 00ｨ 04ｨ 06ｨｺｨ ｨ 02ｨｰ 0905ｨｨ07ｨｪｨｨ02 ｨｪｨ ｨｬ02ｨｪｨｪｨｮ ｨｰｨ ｨｴｨｮ ｨｬｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｬ02ｨｪｨｰ 0409ｨｮ ﾂｨ ｨｪｨｨ07 ｨｪ06ｨｰ ｨｰｨ ｨｰ ｨｨｨｪｨｰ0204ｨｨ08ｨｮ02ｨｬ04ｨｦ ｨｪ06ｨｦ 09ｨｨ00ｨｪｨ 05 ｨ ｨｺｨ ﾂｨｺ0609 ｨｪｨ 09ｨｰ04ｨｺｨ ｨｰｨｨ0 0ｨ ｨｪｨｪ ｨｬ ｨｮ03ｨｨ09ｨ ｨｪｨｨ07 ｨ 0405ｨｨ ｨ ｨｪ04 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨｨ09ｨｺｨ 0302ｨｪｨｨ ｨｮｨｺｨ : ｨｴ0205 ﾂｨｺｨｨ, ｨｰ080209ｨｺ ｨｨ ｨｰ. 07. ( ｨｪｨｨ02 07ｨ 08ｨ 04ｨｨｨｰｨｪ ｨｺｨｨ0 ﾂｨ 09ｨｰ06ｨｰ). 06ｨ ｨｺ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ 006ｨ ｨ 09ｨｨｨｰｨｹ 09 00ｨ ｨｦ ｨ 06ｨｦ 008ｨｮ0006ｨｦ 08ｨ ｨｪ0206ｨ 0060ｨｨｨｬ06ｨｦ 02ｨｬｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ (ｨｪｨ 0409ｨ ｨｪｨｨ ｨｨ ｨｪｨｨ07, ｨ 09ｨｰ0608ｨ, ｨｨ ｨｪｨｨｨｰ ｨｨ ｨｰ. 07.), ｨｪ02 ｨｪｨ 08ｨｮ03ｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｰｨｪ0609ｨｰｨｹ 0ｨ ｨｪｨｪ ｨ 04ｨｬ0208 ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨ xml-00ｨ ｨｦ ｨ 09ｨｨ0907ｨｰ 06ｨｰ ｨｪ0609ｨｰｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ 09ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ, ｨｺ06ｨｰ060804ｨｦ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨｪｨｨｨｰｨｹ ｨｮ06ｨｴ02ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ09ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 0706 ｨｪ06ｨｰｨｪ06ｨｬｨｮ ｨｰｨ 09ｨｮ 0ｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨｺｨｨ 0708ｨ 09ｨｨ05ｨｹｨｪ0609ｨｰｨｨ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ ｨｬ ｨｨ09ｨｺｨ ｨｨｨｰｨｬ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ 09ｨｪ02ｨｪｨｨｨｨ xml-00ｨ ｨｦ050609, ｨ ｨｴｨｨ0 ｨｪ06ｨｰｨｪ04ｨｦ ｨｰｨ ｨ 00ｨｬ02ｨｪｨｰｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07, ｨｺ06ｨｰ060804ｨｦ ｨｰｨ 09ｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ, ｨｨ ｨｪ06ｨｰｨｪ ｨｰｨ 0904 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, 008ｨ ｨｪ07ｨｴｨｨ ｨ ｨ ｨ ｨｪｨｪ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｪ06ｨｰｨｪ04ｨｦ ｨｰｨ 09 ｨｨ04 xml-00ｨ ｨｦ ｨｨｨｰ ｨｮｨｬ0208ｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09 (08ｨｨ09. 6, 9), ｨｰ0605ｨ ｨｰｨ ｨｰ ｨｬ ｨｮ ﾂｨ ｨｪｨｨ07 ｨｪ06ｨｰ, ｨ 09ｨｰ0806ｨｺｨｨ ｨC 09ｨ ｨｬｨｨ ｨｪ06ｨｰ04. 05ｨｪｨ ﾂ02ｨｪｨｨ07 ｨ ｨｬ0705ｨｨｨｰｨｮ004 ｨｪ06ｨｰ04 ｨｨ 00ｨ ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ ｨｪ02 ｨｨ ｨｹ04ｨｮ06ｨｰ ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｰ0605ｨｹｨｺ06 00ｨ ｨｺｨｰ 09ｨｮｨｴ0209ｨｰ090609ｨ ｨｪｨｨ07 ｨｪ06ｨｰ04 ｨｨ05ｨｨ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｬｨ 0909ｨｨ ｨ ｨｰ ｨ 0008ｨ 00ｨｬ02ｨｪｨｰｨ 060ｨｨｨｪｨ ｨｺ060906ｨｦ 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ (08ｨ 04ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｪ06ｨｰ ｨ 060ｨｨｨｪｨ ｨｺ0609, 08ｨ 04ｨｬ ｨｬ02ｨｪｨｨ 04ｨ 0ｨ 02ｨｰ ｨｨ090060ｨｪ06ｨｬｨｮ ｨｬｨ 0909ｨｨ09ｨｮ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ ｨ 04ｨｬ0208ｨ ) ｨｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｨ 08ｨ 04ｨｬ ｨｬ02ｨｪｨｨ ｨｮ 0008ｨ 00ｨｬ02ｨｪｨｰ ｨ 04ｨｪ04ｨｦ, ｨｰ ｨ 02ｨｰ ｨｨ ｨｨ ｨｬ02ｨｪｨｨ ｨｮ ｨ 0605ｨｹ ｨｬｨ 0909ｨｨ09ｨ ｨｨ 08ｨ 0909 ﾂｨｨｨｰ0409ｨ 02ｨｰ0907 ｨｪ060904ｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨ ｨｪ ｨ 04ｨｪ040 ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰ070, ｨｰ ｨｺｨ ｨｬ02ｨｪｨｪ ｨ 00ｨｬ02ｨｪｨｰｨ ｨｰｨ ｨｺ ｨ 02ｨｰ ｨｨ00 ｨｬｨ 0909ｨｨ ｨｨ ﾂｨ 09ｨｰ06ｨｰ ｨｮ ﾂ02ｨｪｨｪ ｨ ｨｪｨｪ06ｨｦ 07ｨ 0804 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｺ ｨｨｨｨ 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｦ ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨ 05ｨｨ0406ｨｺ ｨｺ 020ｨｨｨｪｨｨ0202, ｨｰ06 ｨｬ0603ｨｪ06 09 ｨｪ02ｨｺ06ｨｰ060806ｨｦ 00609ｨｰ ｨｪ0609ｨｰｨｹ06 ｨｮｨｰ ｨ ｨｰｨｹ, ﾂｨｰ ｨｰｨ ｨｪｨｪ04ｨｦ ｨｹ040609ｨ ｨｰ020502ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ06ｨｬ 00ｨ ｨｦ0502 ｨｨ 0ｨ ｨｪｨｪ04ｨｦ 00ｨ ｨｦ ｨｰ0907 ｨｨ09ｨｺ06ｨｬ04ｨｬ ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨ 05ｨｨ0406ｨｺ ｨｺ ｨｪｨｮ0506 ｨｨ05ｨｨ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ04ｨｦ, ｨｰ ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨ ｨｦ ﾂｨｨｨｰｨ 06ｨｰ ｨ 04ｨｪ04ｨｬｨｨ. 0209ｨｪ0609ｨｪ06ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ ｨｪｨｪ ｨｬ02ｨｰ060ｨ 09 ｨｰ06ｨｬ, ﾂｨｰ06 06ｨｪ ｨｪｨｪ06 ｨｪ02 ｨｬｨ 0903ｨｰｨ ｨ ｨｨ08ｨｮ02ｨｬ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｰ ｨｨ09ｨｺ060904ｨｦ 04ｨ ｨｹ040609ｨ ｨｰ ｨｺｨ 03006ｨｦ ｨｬ ｨｨ02ｨｦ 09 ｨ ｨ ｨｰ06ｨｦ 0708ｨｨ ﾂｨｨｨｪ ｨｦ ﾂｨ 09 08ｨ 0408ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ0907 ｨ ｨｨｨｰｨｬ, ｨｺ06ｨｰ060804ｨｦ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｰ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ0402 ｨｬｨ 0909ｨｨ0904 ｨｺｨ ｨｺ 08ｨ ｨｪｨｪ0402 ｨｬｨ ｨｰ08ｨｨ ｨｹ04ｨｮ07 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ ｨ ｨ ｨｪ02ｨｪｨｨ07 08ｨ ｨｪｨｪ040 ｨｬｨ ｨｰ08ｨｨ02 [3], ｨｬ0603ｨｪ ｨｰｨｨ 009ｨｮｨｬ0208ｨｪ04ｨｦ ｨｬｨ 0909ｨｨ09 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪｨ ｨｦ002ｨｪｨｪ040 ｨｪ06ｨｰ ｨｺｨｰ ｨｰ0806ｨｺｨｮ ｨｨ09ｨｺｨ 0902ｨｺｨｰ ｨｰ0806ｨｺｨｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ050708ｨｪ ｨ 0302ｨｪｨｨ07 ｨｨ05ｨｨ ｨｨｨｪ002ｨｺ09ｨ 02ｨｨ06 09ｨｰ0806ｨｺ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨｨ 08ｨ ｨ 06ｨｰ ｨ ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬｨ ｨｬ ｨｨ09ｨｺｨ ｨ 0405ｨｨ ｨｪ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ04, 0607ｨｨ09ｨ ｨｪｨｪ0402 ｨｪｨｨ ｨｨｨｰｨｬ 0802ｨ 05ｨｨ040609ｨ ｨｪ 09 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 86

187 ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ, ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨｨ09ｨｰ02ｨｬ02 MatLab 7 (R4) ｨｹ040609ｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208 AMD Athlon.6+,.5 0ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07 ｨｰ0209ｨｰ ｨｨ00ｨｪｨ ｨｬ06ｨｪ09ｨｰ08ｨ 02ｨｨｨｨ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ ｨｪｨｨ ｨｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 ｨｰ0209ｨｰ ｨ ｨｦ ｨ ｨｦ0504 ｨｨｨｬ0206ｨｰ 060ｨｪｨｮ ｨｰｨｮ06 ｨｪ06ｨｰｨｪｨｮ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ (0008ｨ 00ｨｬ02ｨｪｨｰ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03), 09 ｨｰ02ｨｬ 06ｨｰ05ｨｨ ﾂｨｨ02ｨｬ, ﾂｨｰ06 06ｨｪｨ ｨｨ ｨｪ0705ｨ 09ｨｹ 09 08ｨ 04ｨｪ040 06ｨｺｨｰｨ 09ｨ 0 ｨｨ ｨｪｨ 08ｨ 04ｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｪ ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ 0609ｨｪ0609ｨｪ040 ｨｰ06ｨｪ0609 ｨｨ 06ｨ 0208ｨｰ06ｨｪｨ (08ｨｨ09. 6, 9). 0308ｨｨ ｨｪｨｨｨｨ 06ｨ 0208ｨｰ06ｨｪ ｨｪｨｨｨｺ05ｨ 09ｨｨｨｰｨｮｨ 02ｨｨ07, ｨｺ06000ｨ 09ｨｰ ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ ｨｨｨｬ0205ｨｨ ｨ 0605ｨｹ03ｨｮ06 ｨ ｨｬ0705ｨｨｨｰｨｮ0ｨｮ, ﾂ02ｨｬ 0609ｨｪ0609ｨｪ0402 ｨｰ06ｨｪｨ ｨｪ06 09ｨｨ002ｨｰｨｹ, ﾂｨｰ ｨｰ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ ｨ ｨｨｨｰｨｬ ｨ 09ｨｨ ｨｨ ｨｺ ｨｺｨｰｨｪ06 08ｨ ｨｪｨ 05 ｨｨ09ｨｰｨｨｨｪｨｪ0402 ﾂｨ 09ｨｰ06ｨｰ ｨｰｨ ｨ ｨｰｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｰｨｨ07 ｨｰ0209ｨｰ ｨ ｨｦ ｨ ｨｪｨｪ ｨｰｨ ｨ 05ｨｨ0202 ｨｬ0603ｨｪ ｨ ｨｰｨｹ ｨｹｨｬｨ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ ( ｨ 04) 09ｨｰ020702ｨｪｨｨ 0903ｨ ｨｰｨｨ07 09ｨｨ00ｨｪｨ 05ｨ, ｨ ｨｰｨ ｨｺ ｨｰ06ｨｬ, ﾂｨｰ06 08ｨ 04ｨｬ0208 xml-00ｨ ｨｦ05ｨ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 06ｨｺｨｰｨ 0904, ｨｪｨ ｨｺ06ｨｰ060806ｨｦ ｨ ｨｪ06 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ02 ｨｨ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ. 05ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 06ｨｰ 06ｨｺｨｰｨ ｨ ｨｮ ｨｪｨ ｨｰ02ｨｬ, ﾂｨｰ06 08ｨ 04ｨｬ ｨｺ06ｨｪ 09 06ｨｺ06ｨｪｨｪ06ｨｬ ｨ 08ｨ ｨ ｨｪｨｨｨｨ 08ｨｮ08ｨｹ02, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｪｨｨ04ｨｺｨｨ0 ﾂｨ 09ｨｰ06ｨｰ, ｨ 0605ｨｹ ｨ 04ｨｬ0208ｨ 06ｨｺ06ｨｪ ｨｺｨｨ0 ﾂｨ 09ｨｰ06ｨｰ ｨｰ06ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺ06ｨｪ ｨｨ, ｨ ｨｰ0205ｨｹｨｪ06, ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨ ｨ ｨｦｨｰ, ｨ ｨｪ0702ｨｬ xml-00ｨ ｨｦ0502, ｨｪｨｨ04ｨｺｨｨ0 ﾂｨ 09ｨｰ06ｨｰ ｨｬ02ｨｪｨｹ0302, ﾂ02ｨｬ ｨｺｨｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07 ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｹ 0409ｨｮｨｺ ｨｰｨ ｨｪｨｨ07 ｨｨ090060ｨｪ ｨｨ00ｨｪｨ 05ｨ, 0609ｨｰｨ ｨｰ0605ｨｹｨｺ ｨ 09ｨｪ04ｨｦ 09ｨｬ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07, ｨｰ06ｨｬｨｮ 0903ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, ｨ ｨｪｨｪ040 ｨｪｨ 08ｨ 04ｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｪ06ｨｦ 06ｨｺｨｰｨ 0902, ｨｪ ｨｪ06 09ｨｨ05ｨｹｨｪ06 08ｨ 0405ｨｨ- ﾂｨ ｨｰｨｹ ｨｰ ｨｪｨｨ ｨｰ ｨ 02ｨｰ ｨｰ06ｨｰ 00ｨ ｨｺｨｰ, ﾂｨｰ06 08ｨ 04ｨｬ0208 xml-00ｨ ｨｦ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, ｨ ｨｪｨｪ ｨｪ06ｨｦ ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ, 0708ｨｨｨｬ0208ｨｪ06 060ｨｨｨｪｨ ｨｺ ｨ 0605ｨｹ03ｨｨ02 08ｨ 0405ｨｨ ﾂｨｨ ｨ 04ｨｬ0208ｨ 0 00ｨ ｨｦ ｨ ｨｮ ｨｪ04 ｨｺｨ ｨｺ ｨ 02ｨｪｨｪ0609ｨｰｨｹ06 ｨ ｨｨｨｰｨｬｨ ｨｮ09ｨｰ08ｨ ｨｪ02ｨｪｨｨ07 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ ｨｬｨ ｨｰｨ, ｨｰｨ ｨｺ ｨｬ0603ｨｪ06 ｨｨ 0603ｨｨｨ ｨｺｨ ｨｬｨｨ, ｨｪｨｨｨｺ03ｨｨｨｬｨｨ ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨｪ0609ｨｪ040 00ｨ 08ｨｬ06ｨｪｨｨｨｺ. 0509ｨｮ ﾂｨ ｨｪｨｨ02 (0ｨ 0302 ｨｰｨ ｨｺ ｨｰ ｨｺｨ ｨｺ 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03) ｨｨ ｨｪｨｪ ｨｨ00ｨｪｨ 05ｨ ｨｬｨ ｨｪｨ 0409ｨｮ ﾂｨ ｨｪｨｨ02 ｨｨ090060ｨｪ ｨｨ ｨｪｨｨ ｨｪ0609ｨｪ ｨｰ05ｨｨ- ﾂｨｨ02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ ｨｮ ﾂｨ ｨｰ 00 ﾂｨｨ09ｨｰ ｨｮｨｺ ｨ 08ｨｬ06ｨｪｨｨｨｺｨｨ, ｨｪｨｪ06 ｨｪ02 06ｨｺ08ｨ 0302ｨｪｨｪ ｨｨ0904ｨｬｨｨ ｨｮｨｺｨ ｨｬｨｨ, ｨｨ040ｨ 09ｨ 02ｨｬ04ｨｬｨｨ ｨｪｨ 09ｨｰ0607ｨｴｨｨｨｬｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ. 020ｨｪｨ ｨｺ06 ｨｬ ｨｨ07 ｨｨ ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｹ ｨｨ ｨｪｨｨ07 ｨｮ05ｨ 0905ｨｨ09ｨ 06ｨｰ ｨｺ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｦ 08ｨ 04ｨｪ ｨ 04ｨｬ ｨｺ06ｨｪ 04ｨ 04ｨｪ ｨ 04ｨｬ ｨｺ06ｨｪ ｨｬ0600ｨｮｨｰ 0ｨ 09ｨ ｨｰｨｹ ｨｪ02ｨｬｨｪ ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｮ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ｨｬ02ｨｪｨｪｨｮ ｨｰｨ ｨｴｨｮ06 ｨｪ06ｨｰ (08ｨｨ09. 0) ｨｰ06ｨｬｨｮ 0802ｨｺ06ｨｬ02ｨｪ0ｨｮ02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ ｨｪｨｨｨｬｨｨ ｨｨ ｨｰ02ｨｬｨｨ ｨ 04ｨｬ0208ｨ ｨｬｨｨ 06ｨｺ06ｨｪ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, ｨｺｨ ｨｺ ｨｨ04 ｨ ｨ 0404, ｨｰｨ ｨｺ ｨｨ 04ｨ ｨｹ040609ｨ ｨｰ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 09 ｨ ｨｨｨｰｨｬ ｨ ｨｰｨｨ07 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｺｨｪｨ, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 09ｨｰ020702ｨｪｨｨ 00906ｨｦｨｺｨｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨｪｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ 08ｨ ｨ 06ｨｰ04 ｨ ｨｨｨｰｨｬｨ 0903ｨ ｨｰｨｨ07 09ｨｨ0ｨｪ06 ｨｪｨ 0802ｨ 05ｨｹｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 00ｨ ｨｦ05ｨ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨｰ0209ｨｰ ｨ ｨｦ050609, ｨｺ06ｨｰ ｨ ｨｰ ｨｰｨｮ06 ｨｬ06ｨｪ060006ｨｪｨｨ ﾂ0209ｨｺｨｮ06 ｨｬ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｰｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨｰｨ ｨ 05ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ06 ｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 09ｨｰ020702ｨｪｨｹ 0903ｨ ｨｰｨｨ ｨｰ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｦ. 0806ｨｪ02 ﾂｨｪ04ｨｦ 08ｨ 04ｨｬ ｨ ｨｰ ｨ ｨｦ05ｨ 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｪ06ｨｰｨｪ ｨｰｨ 09ｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 ｨｨ ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨ ｨｨｨｰ0802ｨｦｨｰｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 00Bandit03 (Peter Green), ｨｺ06ｨｰ ｨ 0909 ﾂｨｨｨｰ0409ｨ 05ｨｨ09ｨｹ ｨｨ04 mp3 00ｨ ｨｦ ｨ 04ｨｪ04ｨｬ ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ, 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 060ｨｨｨｪｨ ｨｺ (08ｨｨ09. ). 06ｨｰ06 006ｨｺｨ ｨ 02ｨｰ ｨｪｨｨ02, ｨｺｨ 04ｨ ｨｪｨｪ , ﾂｨｰ06 09ｨｰ020702ｨｪｨｹ 0903ｨ ｨｰｨｨ07 ｨｨ090060ｨｪ ｨ ｨｦ05ｨ ｨｪ ｨｨ0702ｨｰ ｨｪｨ 08ｨ ｨ 06ｨｰｨｮ ｨｪｨｨ ｨ ｨｨｨｰｨｬｨ 0903ｨ ｨｰｨｨ07, ｨｪｨｨ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ. 06ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ09ｨｺｨｮ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, ｨｺ06ｨｰ ｨｨｨｬ0206ｨｰ 08ｨ 04ｨｪ04ｨｦ ｨ ｨｨｨｰ0802ｨｦｨｰ, ｨｰｨ ｨｪ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｰｨｨ07 ｨｰ0209ｨｰ ｨ ｨｦ ｨ ｨ 05ｨｨ02ｨ 0 00ｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｦ ｨｪ04ｨｦ 08ｨ 04ｨｬ0208, 04ｨ 04ｨｬ0208 XML 00ｨ ｨｦ05ｨ, 04ｨ 04ｨｬ ｨ ｨｰ ｨ ｨｦ05ｨ 02ｨｺｨｰｨ 09ｨ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ ｨ ｨ ｨｦｨｰ ｨ ｨ ｨｦｨｰ (ｨ 080ｨｨ09ｨ ｨｰ0608 RAR), ｨ ｨ ｨｦｨｰ 00ｨｨｨｰｨ 08ｨ ｨ 0605ｨｹ03ｨ ｨｨｨ ｨｪｨｨｨｪ06 ｨ 0605ｨｹ03ｨ ｨ ｨｺ ｨｪ ｨ 0605ｨｹ03ｨ ｨｨｨｰｨ 08ｨ ｨ ｨｨｨ ｨｪｨｨｨｪ ｨ ｨ ｨｺ ｨｪ ｨ ｨｨｨｰｨ 08ｨ ｨｰ0802ｨｰｨｹ ｨｨｨ ｨｪｨｨｨｪ06 ｨｰ0802ｨｰｨｹ ｨ ｨｺ ｨｪ ｨｰ0802ｨｰｨｹ

188 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨｰｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 00ｨ ｨｦ ｨ ｨ 05ｨｨ02ｨ 2 0ｨ 0409ｨ ｨｪｨｨ ｨｪ04ｨｦ 08ｨ 04ｨｬ0208, 04ｨ 04ｨｬ ｨ 04ｨｬ ｨ ｨｰ ｨ ｨｦ05ｨ ｨ ｨ ｨｦｨｰ XML 00ｨ ｨｦ05ｨ, (ｨ 080ｨｨ09ｨ ｨｰ0608 RAR), ｨ ｨ ｨｦｨｰ ｨ ｨ ｨｦｨｰ Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 32) Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 64) Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 28) Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 92) Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 256) Bandit-PeterGreen.xml (ｨ ｨｨｨｰ0802ｨｦｨｰ 320) Summertime ｨC Charlie Parker & Chet Baker.xml Summertime ｨC Janis Joplin & Jimi Hendrix.xml No woman no cry ｨC Bob Marley.xml ｨｨ ｨ ｨｰｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｬ06ｨｬ, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨｨｬ 08ｨ 04ｨｪ ｨｺｨｪｨ : 06ｨｺｨｪｨ, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 09ｨｰ020702ｨｪｨｨ 00906ｨｦｨｺｨｨ ( ｨｮ), ｨｨ 06ｨｺｨｪｨ, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｰ06ｨｬ 0902 ﾂ02ｨｪｨｨｨｨ (09ｨｪｨｨ04ｨｮ) ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｨ ｨｪ0208ｨｨ080609ｨ ｨｪ ｨｨ ｨｪｨｨ07 00 ﾁｨｨ03ｨｨｨｺ ｨｨｨｺ03 ｨｨ 0000ｨ 0502ｨｪｨｹｨｺｨ ﾂｨｺｨ 03, ｨ ｨｪｨｪ0402 ｨｪｨ 08ｨ 04ｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰｨ 0 (07ｨｨｨ ｨｪｨｨｨｪ06, 09ｨ ｨｺ ｨｪ ｨｨ 00ｨｨｨｰｨ 08ｨ ) ｨｨ 09 08ｨ 04ｨｪ040 ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ04 009ｨ 00ｨ ｨｦ05ｨ 00chizhikC5_piano.xml03 ｨｨ 00elochkaC2_sax.xml03. 02ｨ ｨ ｨ 0909 ﾂｨｨｨｰｨ ｨｪ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ 009ｨｮｨｬ0208ｨｪ04ｨｬｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｬｨｨ ｨｰｨ ｨｪｨｪ040 00ｨ ｨｦ ｨｨ 009ｨｮｨｬ0208ｨｪ04ｨｬｨｨ ｨｬｨ 0909ｨｨ09ｨ ｨｬｨｨ ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07. 0ｨ ｨｨｨ 0605ｨｹ03ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨｰｨ ｨ 05ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ06 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｨｨｪｨ ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 0708ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ06 08ｨ 0902ｨｪ 0.6ｨC0.8, ｨ ｨ 04ｨｪ ｨｨ ｨｪｨｨｨｦ 06ｨｺ ｨC ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨ ｨｰ ｨ 04ｨｪ04ｨｬｨｨ ｨ ｨｨｨｰ0802ｨｰｨ ｨｬｨｨ: 32 ｨｺｨ ｨｨｨｰ ( ｨｮ), 320 ｨｺｨ ｨｨｨｰ (09ｨｪｨｨ04ｨｮ) ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ. 00ｨｰ060806ｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ. 08ｨ ｨｦ05 ｨｨ090060ｨｪ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 00Bandit03 (Peter Green) ｨｬｨ ｨｰ02 wav ｨ 0405 ｨｺ06ｨｪ090208ｨｰｨｨ080609ｨ ｨｪ 09 00ｨ ｨｦ ｨｬｨ ｨｰｨ mp3 (ｨｺ06002ｨｺ Lame 3.96) 09 ｨ ｨｨｨｰ0802ｨｦｨｰｨ ｨｬｨｨ: 32, 64, 28, 92, 256, 320 ｨｺｨ ｨｨｨｰ/ ｨ ｨｦ05ｨ, 04ｨ ｨｺ060ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｨｨｰ0802ｨｦｨｰ06ｨｬ 32, ｨ ｨ ｨｪ ｨｺｨｮ0906ｨｺ, ｨｺ06ｨｰ060804ｨｦ ｨｨ ｨｹ040609ｨ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨｬ02030ｨｮ 0706ｨｨ09ｨｺ060904ｨｬ 04ｨ ｨｬ ｨｨ 00ｨ ｨｦ05ｨ ｨｬｨｨ, 04ｨ ｨｺ060ｨｨ080609ｨ ｨｪｨｪ04ｨｬｨｨ 09 08ｨ 04ｨｪ04ｨｬ ｨｺｨ ﾂ0209ｨｰ0906ｨｬ, ｨｰｨ ｨｪ ｨｰ060806ｨｬ 09ｨｰ0605ｨ 0202 ｨｰｨ ｨ ｨ ｨｰ02ｨｬ 09 ｨ ｨｮ0ｨｨ06 09ｨｨ00ｨｪｨ 05 06ｨｰ080409ｨｺｨ 0905ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ 06ｨ 08ｨ 0406ｨｬ ｨ 0405ｨｨ 006ｨ ｨ ｨｪ ｨｨｨ ｨｺｨｨ (0708ｨｨ 0409ｨｮ ﾂｨ ｨｪｨｨｨｨ 00ｨ ｨｦ05ｨ ｨｪ 0706ｨｰ080209ｨｺｨｨ09ｨ ｨｪｨｨ02 ｨｨ ｨｴ0205 ﾂｨｺｨｨ) ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｨ090060ｨｪ ｨｨ00ｨｪｨ 05ｨ ｨｨ 09ｨｨ00ｨｪｨ 05ｨ ｨｨｨ ｨｺｨ ｨｬｨｨ ｨｰｨ ｨｪ04 ｨｪｨ 08ｨｨ ｨｨ09ｨｮｨｪｨｺｨ 09ｨｨ0ｨｪ06, ﾂｨｰ06, ｨｺｨ ｨｺ ｨｨ ｨｨ050609ｨｹ , ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 09ｨｨ00ｨｪｨ ｨ ｨｺｨｰｨｨ ﾂ

189 ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ, ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨ ｨ 05ｨｨ02ｨ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ 08ｨ 04ｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 0ｨ 0409ｨ ｨｪｨｨ02 chizhikc5_piano elochkac2_sax chizhikc2_sax chizhikc2_piano chizhikc2_guit chizhikc3_sax chizhikc3_piano chizhikc3_guit chizhikc5_sax chizhikc5_piano chizhikc5_guit elochkac2_sax elochkac2_piano elochkac2_guit elochkac3_sax elochkac3_piano elochkac3_guit elochkac5_sax elochkac5_piano elochkac5_guit ｨ ｨ 05ｨｨ02ｨ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 09 08ｨ 04ｨｪ04ｨｬｨｨ ｨ ｨｨｨｰ0802ｨｦｨｰｨ ｨｬｨｨ 00ｨｮ ｨｨ ｨｪｨｨ02 02ｨｰ ｨｺ 00Bandit03, 02ｨｰ ｨｺ 00Bandit03 00Bandit, ｨ ｨｨｨｰ0802ｨｦｨｰ, ｨ ｨｨｨｰ0802ｨｦｨｰ 32 kbps ｨｨｨ ｨｺｨ ｨｬｨｨ, kbps ｨ ｨｨｨｰ0802ｨｦｨｰ 32 kbps ｨ ｨ 05ｨｨ02ｨ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ 08ｨ 04ｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 09 midi 00ｨ ｨｦ0506ｨｬ 0ｨ 0409ｨ ｨｪｨｨ02 Summer time.mid 00Summer time03 (Charlie Parker ｨｨ Chet Baker) Summer time03 (Janis Joplin ｨｨ Jimi Hendrix) No woman no cry03 (Bob Marley) Bandit03 (Peter Green) ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｰｨｨｨｦ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ 04ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｨ090060ｨｪ ｨｨ00ｨｪｨ 05ｨ ( ｨｮ) ｨｨ 09ｨｨ00ｨｪｨ 05ｨ ｨｨｨ ｨｺｨ ｨｬｨｨ (09ｨｪｨｨ04ｨｮ) ｨｺｨｨ 060ｨｨｨｪｨ ｨｺ ｨ ｨｺ ｨｺｨ ｨｺ 08ｨ 0405ｨｨ ﾂｨｨ07 ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04, ｨｰ06 ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ ｨｪ ｨｪ 09ｨｨ05ｨｹｨｪ06 06ｨｰ05ｨｨ ﾂｨ ｨｰｨｹ ｨｰ ｨｪｨｨ ｨｰ ｨ 02ｨｰ ｨｰ0802ｨｰｨｹ02ｨｬ 09ｨｰ0605ｨ 0202 ｨｰｨ ｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｺ ｨｨｨｨ, 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪｨｪ04ｨｦ ｨ 00ｨｬ02ｨｪｨｰｨ ｨｬ 009ｨｮ0 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ, 0905ｨ ｨ 06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｨ0 ｨｺｨ ﾂ0209ｨｰ09ｨ 04ｨ 07ｨｨ09ｨｨ ｨｰ06ｨｬｨｮ ｨｰ ｨｬ0603ｨｪ04ｨｬ ｨｨ09ｨｺｨ ｨｰｨｹ 0409ｨｮｨｺ0604ｨ 07ｨｨ09ｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｰ080409ｨｺｨ ｨｬｨｨ, ｨｨｨｬ0206ｨｴｨｨｨｬ ｨｪｨｨ04ｨｺｨｨｨｦ ｨ ｨｨｨｰ0802ｨｦｨｰ. 00 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨ ｨ ｨｨ ｨｹ040609ｨ ｨｹ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ02 00Summer time03 ( ｨｨｨｪ) ｨｬｨ ｨｰ02 midi, ｨ 08ｨ ｨｪｨｪ0602 ｨｪｨ 0905ｨｮ0. 02ｨｪ ｨ 09ｨｪｨｨ09ｨ ｨｹ 09 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｨ ｨｪｨｨ07ｨｬｨｨ. 0ｨ ｨｨｨ 0605ｨｹ03ｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨｰｨ ｨ 05ｨｨ ｨｨ0ｨｪ06, ﾂｨｰ06 0ｨ ｨｪｨｪ04ｨｦ 09ｨｨ0 0706ｨｨ09ｨｺｨ 0706ｨｺｨ ｨ 02ｨｰ ｨｪ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨC 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ 0603ｨｨｨ ｨｺｨｨ ｨｨ 09ｨｰ ｨ ｨ ｨｪ06 05ｨｰ06 09 ｨｰ02ｨｬ, ﾂｨｰ06: ｨC 00ｨ ｨｦ05 midi 07060ｨ ｨｨ08ｨ ｨｮ0ｨｮ, ｨｨ ｨｬ0603ｨｪ ｨｨｨ ｨｺｨｨ 0708ｨｨ 07060ｨ , ｨｺｨ ｨｺ ｨｪｨｨｨｨ ｨｪ02ｨｺ06ｨｰ ｨｪ06ｨｰ, ｨｰｨ ｨｺ ｨｨ 09 08ｨ 04ｨｬ0208ｨ ｨｬ02ｨｪｨｨ ｨｨ0 0409ｨｮ ﾂｨ ｨｪｨｨ07. 04ｨ 04ｨｪ04ｨｦ ｨｰ02ｨｬ ｨｮ ﾂｨ ｨｪｨｨ07 ｨｬ060302ｨｰ 0708ｨｨ090209ｨｰｨｨ ｨｺ ｨｪ020708ｨ 09ｨｨ05ｨｹｨｪ06ｨｬｨｮ ｨｺ0804ｨｰｨｨ06 009ｨｮｨｬ0208ｨｪ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ040 ｨｬｨ 0909ｨｨ090609, ﾂｨｰ ｨｨ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ; ｨC 00ｨ ｨｦ05 midi ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｬ06ｨｪ060006ｨｪｨｨ ﾂ0209ｨｺｨｮ06 ｨｬ ｨｨ06, 09 ｨｰ ｨｬ07 ｨｺｨ ｨｺ 09 ｨ ｨ ｨ ｨｪｨｪ ｨ ｨｰ ｨｨ0006ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨｨｨ ｨC 05ｨｰ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ ｨｪｨｨ04ｨｺｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰｨ ｨｺ ｨｨｨｨ; ｨC ｨｰｨ ｨｪｨｪ0402 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07 00Summer time03 006ｨｰｨｹ ｨｨ ｨｨｨｬ0206ｨｰ ｨｬ ｨｨ06 060ｨｪ ｨｨ ｨｪｨｨ07, ｨｪ06 06ｨｪｨｨ ｨｰ ｨ 04ｨｪ04ｨｬｨｨ ｨ 08ｨ ｨｪ03ｨｨ080609ｨｺｨ ｨｬｨｨ, ｨｨ ｨｺｨ 03004ｨｦ ｨｨ ｨｪｨｨｨｰ0205ｨｹ ｨ ｨｬ 03ｨ ｨｪ ｨｰ06ｨｬｨｮ ｨｰｨ ｨｺ ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ0609 ｨｺ ｨｨｨｨ 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｨ09ｨｺ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ 0706 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨｰ ｨｹｨｪ ｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ. 0209ｨｪ0609ｨｮ ｨｰｨ ｨｺ ｨ ｨｨｨｰｨｬｨ ｨｪ ｨｰｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ, ｨ ｨｪ04ｨｦ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮ ｨｰｨｨｨｰｨｹ ｨｨ090060ｨｪ0402 0ｨ ｨｪｨｪ ｨｰｨｨ ｨｦ ｨｪｨ ｨ ｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ ｨ ｨｪ ｨ 05-89

190 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｰｨｬ, ｨｴｨｨｨｦ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ04ｨｦ ｨｺ06ｨｪｨｰ02ｨｪｨｰ. 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 0706ｨｺｨ 04ｨ ﾂｨ ｨｰ050706ｨｴｨｮ06 09ｨｰ020702ｨｪｨｹ 0903ｨ ｨｰｨｨ07 ｨｪｨ 0708ｨｨ ｨｪｨｪ ｨｨｨｬ0208ｨ 0. 06ｨｰ06 09ｨｰｨ ｨｬ0603ｨｪ04ｨｬ ｨ 05ｨ 00060ｨ ﾂｨｨ09ｨｰｨｺ0203 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 06ｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 09ｨｰ ｨｰ020702ｨｪｨｪ040 07ｨ 08ｨ ｨｬ02ｨｰ080609, ｨ ｨｪ02ｨｪｨｨ02ｨｬ ｨｰ0605ｨｹｨｺ ｨ 09ｨｪ ｨｬ040905ｨ 03 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ07. 0ｨ 0609ｨｪ ｨｮ070806ｨｴ02ｨｪｨｪ ｨｰｨ ｨｪｨｨ ｨ ｨｰ ｨ ｨｮ0ｨｨ06 09ｨｨ00ｨｪｨ 05ｨ ｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪ ｨ ｨｨｨｰｨｬ ｨｬ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ00ｨｪｨ 05ｨ 0ｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 00ｨ ｨｦ ｨｪ06ｨｰｨｪ06ｨｬｨｮ ｨｰｨ 09ｨｮ, ｨｪ0204ｨ 09ｨｨ09ｨｨｨｬ06 06ｨｰ ｨｰ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ ｨｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609, ｨｺ06ｨｰ ｨ 0405ｨｨ 04ｨ 002ｨｦ09ｨｰ090609ｨ ｨｪ ｨｪｨ ｨｺ06 ｨｪｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｪ02 ｨｬ060302ｨｰ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ, ｨｨ ｨｬ02ｨｪｨｪ04ｨｬｨｨ 04ｨ ｨｰ08ｨ ｨｰｨ ｨｬｨｨ 0708ｨｨ 0706ｨｨ09ｨｺ02 0ｨ ｨｪｨｪ ｨ 0605ｨｹ03ｨｨ0 ｨ ｨ 04ｨ 0 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ. 02ｨ 05ｨｹｨｪ02ｨｦ03ｨ 07 08ｨ ｨ 06ｨｰｨ 0706 ｨｬ ｨｪｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ ｨｨｨｰ 0708ｨｨｨｬ02ｨｪｨｨｨｰｨｹ ｨｨｨｬ ｨ 05ｨｹｨｪ ｨｬ02ｨｪｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 02ｨｹ07ｨｺ06ｨｪ ｨｦ090502ｨｰ04. 02ｨｰ ｨｰ020608ｨｨｨｨ ｨｺ 0708ｨ ｨｺｨｰｨｨｨｺ02. ｨC 00.: ｨｪ-04, ｨC [2] 04ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ , 0020ｨｨ ｨｬ07- ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 0903ｨ ｨｰｨｨ ｨｮｨｺ ｨｨ00ｨｪｨ // 00ｨ ｨｰ0208ｨｨｨ 0504 VIII ｨｬ02030ｨｮｨｪｨ 08. ｨｺ06ｨｪ00. ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨ 0502ｨｬ ｨｺｨｰ0806ｨｪｨｪ ｨｨｨ ｨｰ080602ｨｪｨｨ ｨC ｨC27. [3] 06ｨｹ06ｨ ｨｪ ｨ ｨｪｨｪ0402 ｨｬｨ ｨｰ08ｨｨ0204. ｨC 00.: 00ｨｨ08, 977. ｨC [4] Birmingham W., Dannenberg R., Wakefield G. et al. Musart: Music Retrieval Via Aural Queries [Electronic resource]. ｨC 200. Mode of access: birmingham.pdf [5] Clausen M., Engelbrecht R., Meyer D., Schmitz J. PROMS: a web-based tool for searching in polyphonic music //ISMIR Proceedings [6] Glossary of terms used in time series analysis of cardiovascular data [Electronic resource]. ｨC Mode of access: ChoiWilliams.html [7] Glossary of terms used in time series analysis of cardiovascular data [Electronic resource]. ｨC Mode of access: [8] Graham A. Stephen. String Search [Electronic resource]. ｨC 992. Mode of access: developer/algo/stephen-92 [9] Kornstadt A. Themefinder: A web-based melodic search tool. In W. Hewlett and E. Selfridge-Field, editors //Melodic Similarity: Concepts, Procedures, and Applications, Computing in Musicology Vol.. [0] Rauber A., Pampalk E., Merkl D. The SOM-enhaced jukebox: Organization and visualization of music collections based on perceptual models // Journal of New Music Research Vol. 32(2). P. 93ｨC20. [] Typke R., Veltkamp R., and Wiering F. Searching notated polyphonic music using transportation distances // Proceedings of the ACM Multimedia Conference P. 28ｨC35. [2] Typke R., Wiering F., Veltkamp R. A Survey of Music Information Retrieval Systems //Proceedings of the Fifth International Conference on Music Information Retrieval P. 53ｨC60. [3] Veltkamp R., Wiering F., Typke R. Content based music retrieval [Electronic resource]. Mode of access: Contracted representation music signals for music information retrieval Eugene V. Rabinovich, Andrey V. Shekhirev Audio data compression algorithm based on time-frequency presentation of music signal is offered. The application of contracted representation for retrieval of musical compositions is presented. 90

191 ｨｹ0209, ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII 0902ｨｺｨ ｨｹ , ｨ 0800ｨｮ05ｨｨ , ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 06ｨ ﾂｨ 02ｨｰ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｨ ｨｺｨｰ0806ｨｪｨｪ ｨｨｨｦ. 00ｨ ｨｰ0208ｨｨｨ ｨｰｨ ｨｪ060907ｨｰ ｨｰｨｮ07ｨｪ04ｨｬｨｨ ｨｨ ｨ ｨｰ020502ｨｦ ｨｪ02 ｨｰ0605ｨｹｨｺ06 ｨｨ04 ｨｺ08ｨｮ07ｨｪ040 ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ09ｨｺｨｨ0 0202ｨｪｨｰ ｨｨ ｨｺｨ 09ｨｰｨ 08ｨｨｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｰ0907 ｨｺ08ｨｮ07ｨｪ02ｨｦ03ｨｨｨｬｨｨ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｨｬｨｨ 00ｨｨ08ｨ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｨｨｦ09ｨｺ06ｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺ06ｨｦ. 08ｨｺｨｰｨｮｨ 05ｨｹｨｪ0609ｨｰｨｹ ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ0402 ｨ ｨｺｨｰ ｨ 0502ｨｬ ｨｨ ｨｺｨｨ ｨｪ020ｨ 09ｨｪ06 ｨ 0405ｨｨ ｨ ｨｪ06 06ｨ 09ｨｮ03002ｨｪ04 09 [4] ｨ ｨｪｨｨ02 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｮ06 06 ﾂ ｨｹ ｨｰ0802ｨ ｨｮ02ｨｰ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨｬ ｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ ｨｨ ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨ ｨｬｨｬ, 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ040 ｨｪｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｰｨ ｨｮ0909ｨｺ06ｨｬ ｨｺ ｨｪｨｨ ｨ 0502ｨｬ04 ｨｪｨ ｨｨｨ ｨｺｨｰｨｨ09ｨｪ06ｨｦ ｨｨｨｰ ｨｨ00207 ｨ 0ｨ 07ｨｰｨ 02ｨｨｨｨ ｨｬ02ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 0706ｨｨ09ｨｺｨ ｨｺ 09ｨｰｨ ｨｮ0909ｨｺ06ｨｬｨｮ ｨｺｨｮ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｺｨｰ0806ｨｪｨｪ ｨ 0807 XVIII ｨｪ02ｨｪｨｨ ｨｺｨｰｨ ｨ ｨｪ ｨｬ06ｨｦ ｨｨ 06ｨ 08ｨ ｨｰｨｪ04ｨｦ ｨｺｨｰ0806ｨｪｨｪ ｨ 08ｨｨ XVIII 0902ｨｺｨ. 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨ ｨｬｨｬｨ ｨｺｨ 05ｨｹｨｪ ｨｨ09ｨｺｨ ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｮ0909ｨｺ ｨｺｨ XVIII ｨ ｨｬｨｬｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｨｨｪ09ｨｰｨ 0505ｨｨ08ｨｮ02ｨｬｨｮ06 ｨｪｨ 009ｨｰ0806ｨｦｨｺｨｮ MS Word ｨｪｨｨ ｨｨ ｨｨ ｨ ｨｪｨｨ ｨｹ06 ｨｨ ｨ ｨｪｨｨ ｨｰ ｨ ｨｪｨｨ ｨ ｨｬｨｬｨｪ ｨｰ ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ ｨｪｨ 09ｨｰｨ ｨｮ0909ｨｺ06ｨｬ ｨｺ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨｺｨｰｨｨ ｨｰ ｨ 09ｨｰ09ｨｮ02ｨｰ 08ｨ 0409ｨｨｨｰｨｨ ｨｨ06ｨｪｨｪ06ｨｦ ｨｨ ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨｨ ( ｨｮ06 06 ﾂ ｨｹ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 08ｨｮ0909ｨｺ ｨｺｨ XVIII 09.), ｨｺ060807ｨｮ09ｨｪ040 ｨｬ02ｨｰ ｨｨ ｨ ｨｪｨｨｨｦ ｨｪ ｨ 0ｨ ﾂｨｨ ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨｰ ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 09 09ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨ ｨｰ ｨｰ08ｨｨ 0609ｨｪ0609ｨｪ ｨ 0502ｨｬ04: ｨｺ060ｨｨ080609ｨｺｨ, ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｨ ｨｨｨｪｨｰ ｨｦ ｨ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｬｨｬｨｪ ｨｰ ｨ ｨ 06ｨｰ ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ 09 09ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨ 0502ｨｬｨ ｨｺ060ｨｨ ｨｺ 05ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｰ ﾂ02ｨｰ ｨｪ0609ｨｪ040 ｨｨ ｨｰｨｪ ｨ ｨｬｨｬｨｪ ｨｰ09ｨ ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨｰｨ ｨｰ 05ｨｰｨｨｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｺｨｰ STARLing, ｨｺｨｰ ｨ 0408ｨ ｨ 06ｨｰｨｺ ｨｨ00ｨｰ ｨｬ ｨｨｨｦ03, ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ060706ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ (060305) 0000ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ03 ｨｨ ｨｪ ﾂｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ060904ｨｦ ｨｪｨｨ03ｨｨ02ｨ 03. 0ｨｨ0302 0ｨ ｨｪｨｪ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 ｨ ｨ ｨｪ ｨ ｨｬｨｬｨ STARLing [32] ｨｰｨ ｨｰ 0906ｨ 06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｮ , ｨｨ 09 ｨｺｨ ﾂ0209ｨｰ ｨｪ0609ｨｪ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨｨｬ0202ｨｰ 08ｨ ｨ 06ｨｰｨｮ 09 ｨｬｨｪ ﾂｨｪ04ｨｬｨｨ 05ｨｰｨｨｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨ ｨ 04ｨ ｨｬｨｨ 0ｨ ｨｪｨｪ ｨｪ ｨｨ ｨ ｨｬｨｬ04 (Star4win v. 2.00, September 2004) ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｺ060ｨｨ080609ｨｺｨｮ Unicode ｨｨ ｨｨｨｬ0202ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 08ｨ ｨ 06ｨｰ ｨｨｨｬ090605ｨ ｨｬｨｨ 08ｨｮ0909ｨｺ ｨｺｨ XVIII 09., 060ｨｪｨ ｨｺ ｨｬ 06ｨｪｨ ｨｪ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨ ｨｪｨ 09ｨｰｨ ｨｮ0909ｨｺｨｨｨｦ ｨｺ. STARLing ｨ 02ｨｰ ｨｰｨ ｨｺｨｨ02 04ｨ 0ｨ ﾂｨｨ, ｨｺｨ ｨｺ ｨ 08ｨ ｨ ｨｪｨｨ02 07ｨｨ09ｨｹｨｬ02ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ 09 ｨｬｨｪ060006ｨｮ080609ｨｪ0209ｨｮ06 ｨｰ02ｨｺ09ｨｰ0609ｨｮ06 ｨ ｨ 04ｨｮ 0ｨ ｨｪｨｪ040 (060902); 08ｨ 04ｨｬ02ｨｰｨｺｨ (ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 ｨｨ ｨｮｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｨｨｪｨｰ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ02ｨｬ); ｨ ｨｪｨｨ02 ｨｨ ｨｺ ｨｺｨｰｨｨ080609ｨｺｨ ｨ 08ｨｪ ( ｨｦ ｨｪｨ 09ｨｪ0203ｨｪｨｨ02 ｨｨ09ｨｰ06 ﾂｨｪｨｨｨｺｨｨ) ｨ ｨｬｨｬｨ STARLing ｨｨｨｬ0202ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ06ｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｨ07 00ｨ ｨｦ ｨｬｨ ｨｰ04 RTF ｨｨ HTML, ｨｪ06 ｨｪ02 ｨｪ ｨｰ0902ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨ ｨｪｨｪ04ｨｬｨｨ 00ｨ ｨｦ05ｨ ｨｬｨｨ. STARLing ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨｨ ｨｨ00ｨｨ ﾂ0209ｨｺ ｨｨｨｪｨｰ ｨｦ09ｨ ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｪｨ 0904ｨｺ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ ｨｨ0806ｨｺ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ ｨｬｨｬ ｨｨ 008ｨｮ00ｨｨ ｨｺｨｰｨ 0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪ04 ｨｪｨ ｨｪ0208ｨｮ0909ｨｺｨｨｨｦ ｨｺ (006 XVIII 09.). 00 ｨｺ060ｨｨ080609ｨｺ02 Unicode, ｨｴ02ｨｦ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 09ｨｰｨ ｨｪ0ｨ 08ｨｰ06ｨｬ 00200ｨ ｨｺｨｰ06, 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ ｨｬｨｪ0600ｨｨ02 09ｨｨｨｬ ｨｪ0208ｨｮ0909ｨｺ ｨｺｨ. 06ｨｰ06 04ｨ 09ｨｰｨ ｨｰ 08ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺ ｨｨｨ 0200ｨ ｨｰｨｹ ｨｺ ｨｨ ｨｹ040609ｨ ｨｪｨｨ06 ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ040 ｨｺ060ｨｨ ｨｺ, ﾂｨｰ ｨ 02ｨｰ ｨ 0502ｨｬ ｨｬ0209ｨｰｨｨｨｬ0609ｨｰｨｨ ｨ ｨｬｨｬｨ ｨｬ ｨｨｨｦ03 [] ｨｰ ｨ 09ｨ ｨｰｨｹ ｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｰｨｹ ｨｪ0208ｨｮ0909ｨｺｨｨ02 ｨｰ02ｨｺ09ｨｰ04. 02ｨｪｨ 0802ｨ 05ｨｨ040609ｨ ｨｪｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｪｨ 009ｨｰ0806ｨｦｨｺｨｨ-08ｨ 0903ｨｨ0802ｨｪｨｨ MS Word ｨ ｨｬｨｬｨ ｨｬ ｨｨｨｦ03 ｨ ｨ 04ｨｨ08ｨｮ02ｨｰ0907 ｨｪｨ ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ06ｨｦ ｨｬｨｮ05ｨｹｨｰｨｨ0308ｨｨ00ｨｰ060906ｨｦ ｨｺ060ｨｨ ﾂｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ02 Irmologion (ｨｨ ｨｹ04ｨｮ06ｨｴ02ｨｦ ｨｨ00ｨｰ0609), ﾂｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨｪ ｨｬ0209ｨｰｨｨｨｬ0609ｨｰｨｨ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｬｨｨ ｨｺ060ｨｨ080609ｨｺｨ ｨｬｨｨ. 0009ｨｰ080602ｨｪｨ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ06ｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｰ0605ｨｹｨｺ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ0402 ｨｺ060ｨｨ080609ｨｺｨｨ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ : UCS8 ｨｨ HIP. 06ｨｪｨｰ ｨｦ09 ｨｰ0802ｨ ｨｮ02ｨｰ ﾂｨ 09ｨｰ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪ ｨｨ00ｨｰｨ ｨｪｨ 008ｨｮ0006ｨｦ ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ03 [7] ｨｰｨ ｨｺ ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨ ｨｪｨ 08ｨ ｨ 06ｨｰｨｮ 09 ｨ ｨｪｨｨｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ 0906ｨ 09ｨｰ0902ｨｪｨｪｨｮ06 ｨｬｨｮ05ｨｹｨｰｨｨ0308ｨｨ00ｨｰ0609ｨｮ06 ｨｺ060ｨｨ ﾂｨｪｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ. 00ｨ 03ｨｪ04ｨｬ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ06ｨｬ ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ ｨｰ ｨｨｨ 05ｨｹｨｪ ｨ ｨｪｨｪ04ｨｦ ｨｪ ｨ ｨｺｨｰ ｨｪｨｨ0 ｨｰ02ｨｺ09ｨｰ0609 OldEd. 00 ｨｪ02ｨｬ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪ ｨｰ0902ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨ ｨｦ05ｨ ｨｬｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨｬｨ ｨｰ ｨ ｨｬｨｬｨ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨｨ ｨｨ00ｨｨ ﾂ0209ｨｺ ｨｨｨｪｨｰ ｨｦ09ｨ ｨｪ ﾂｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ060904ｨｦ ｨｪｨｨ03ｨｨ02ｨ 03 ｨｰｨ ｨｺ0302 ｨｨ ｨｹ04ｨｮ02ｨｰ 0906ｨ 09ｨｰ0902ｨｪｨｪ04ｨｦ ｨｬｨ ｨｰ 0ｨ ｨｪｨｪ ｨｪ ｨｪ ｨｬ0209ｨｰｨｨｨｬ ｨｮ00ｨｨｨｬｨｨ ｨｺ060ｨｨ080609ｨｺｨ ｨｬｨｨ, ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ06ｨｪ090208ｨｰｨｨ080609ｨ ｨｪｨｨ07 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ ｨｨ 09 05ｨｰｨｨｨｬ 0ｨ ｨｪｨｪ04ｨｦ 09ｨ ｨｬ0609ｨｰ0607ｨｰ0205ｨｹｨｪ04ｨｦ ｨｺｨｰ ｨ ｨｨ0609ｨｰｨ ｨｪ ｨｪ, ｨ ｨｬｨｬｨ ｨｪ02 ｨｬ ｨｪｨｨ04ｨｨ080609ｨ 05ｨ 09ｨｹ, 09ｨ ｨｦｨｰ ｨｰｨ 05 06ｨ ｨｪ ｨｰｨｹ ｨｨ ｨ ｨ ｨｺ0804ｨｰ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ06 ｨｬｨｪ ｨｰ ｨｨｨｬ , ｨｨ ｨｹ- 9

192 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ02ｨｬ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ040 ｨｺ060ｨｨ080609ｨｺｨ ｨｪ0208ｨｮ0909ｨｺ ｨｺｨ (006 XVIII 09.), 00609ｨｰｨ ｨｰ06 ﾂｨｪ ﾂｨ ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609 XVIII ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ, ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ0402 ｨｺ060ｨｨ080609ｨｺｨｨ ﾂｨ ｨｰｨｨ ｨｰ02ｨｺ09ｨｰ0609 XVIII 09. ｨｪ ｨ 08ｨ 04ｨｪ ｨｮｨｬ 0708ｨｨ ﾂｨｨｨｪｨ ｨｬ , 05ｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨｪ ｨｬ0209ｨｰｨｨｨｬ0609ｨｰｨｨ ｨｺ060ｨｨ ｨｺ ｨｰ , ｨｪ02 ｨｨ09ｨｺ0506 ﾂ02ｨｪ06 0ｨ 05ｨｹｨｪ02ｨｦ ｨ 0903ｨｨ0802ｨｪｨｨ02 ｨｺ060ｨｨ080609ｨｺｨｨ Unicode ｨｪ0208ｨｮ0909ｨｺ ｨｨ ｨｪ020905ｨ 0907ｨｪ09ｨｺｨｨ ｨｺ0609, ｨｰ06ｨｬｨｮ ｨ ｨｰｨｪ06, ﾂｨｰ ｨｨ ｨ ｨｪｨｨｨｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨｺ060807ｨｮ ｨｰｨ 08ｨｨｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｪ0208ｨｮ0909ｨｺｨｨ02 ｨｰ02ｨｺ09ｨｰ04, ｨｪｨ ｨ 08ｨ ｨｪｨｪ ｨ 05ｨｹｨｰ0208ｨｪｨ ｨｰｨｨ09ｨｪ040 ｨｺ060ｨｨ080609ｨｺｨ 0, 0708ｨｨ002ｨｰ0907 ｨｺ06ｨｪ090208ｨｰｨｨ080609ｨ ｨｰｨｹ 09 Unicode, ﾂ02ｨｬ 09ｨｰｨ ｨｮ0909ｨｺｨｨ02 (XVIIIｨCXIX 0909.) ｨC 09 ｨｺｨ ｨｺｨｮ06-05ｨｨｨ 06 ｨｪ0209ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪｨｮ06 ｨｺ060ｨｨ080609ｨｺｨｮ ｨｪ0208ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨ ｨｬｨｺｨ 0 ｨｺ ｨｺｨｰｨｨ09ｨ 08ｨ ｨｪ0202 ｨ 0405ｨ ｨｨ ｨｪｨ 08ｨ ｨ 06ｨｰｨ ｨｪｨ ｨ ｨｪｨｨ02ｨｬ 0708ｨｨｨｪ02ｨｨ ｨｪ02ｨｪｨｨ07 Unicode ｨｪ0208ｨｮ0909ｨｺｨｨ0 ｨｨ ｨｪ020905ｨ 0907ｨｪ09ｨｺｨｨ0 ｨ 04ｨ ｨｮｨｺ [8]. 02ｨ 05ｨｹｨｪ02ｨｦ03ｨｨｨｬ ｨｨ0302ｨｪｨｨ02ｨｬ ｨｺｨｰｨ 04ｨ ｨｪｨｨｨｬｨ 02ｨｰ0907 ｨ ｨｨｨ 02ｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨｨ040ｨ ｨｪｨｨ07/ ｨｰｨ ｨｪｨｨ ｨ 0907ｨｪ09ｨｺｨｨ0 08ｨｮｨｺ0607ｨｨ0902ｨｦ03 [3], ｨｺ06ｨｰ0608ｨ 07 ｨｨｨｬ02ｨｪｨｮ02ｨｰ0907 ｨｰｨ ｨｺ ｨ ｨｴ0209ｨｰ0906ｨｬ 0003ｨｨ09ｨｹｨｬ02ｨｪｨｪ0602 ｨｪｨ ｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 09ｨｰｨ 08ｨｨｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 (ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｰｨ ｨ ｨｮｨｬｨ 00ｨｨ, 0707ｨｰｨｪｨ, ｨｬ020ｨ ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨｪｨｨ07 05ｨｨ09ｨｰ0609, 08ｨｨ09ｨｺ ﾂｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ 09ｨｺｨ ｨｪｨｨ080609ｨ ｨｪｨｨｨｨ, ｨｰｨ ｨｪｨｨ02 ｨｺ08ｨ 0906ｨｺ) ｨ 06ｨｰ 04ｨ ｨｰ08ｨｮ0ｨｪ02ｨｪｨｨ ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨ07 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨｨｦ 09 09ｨｰｨ ｨｮ0909ｨｺ06ｨｦ ｨ 00ｨｨｨｨ. 020ｨｪｨ ｨｺ06 09 ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｮ050708ｨｪ ｨｪ0702ｨｰ0907 ｨｰｨ ｨｺｨｨｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ [0, 9, 22], ｨ 06ｨｰ ｨ 0502ｨｬ04 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 [38] ｨ ｨｬｨｺｨ 0 ｨｺ ｨｺｨｰｨｨ09ｨ 08ｨ ｨｪ0202 ｨ 0405ｨｨ ｨ ｨｪ04 ｨｬｨ ｨｺ ﾂｨ 09ｨｰｨｨ ﾂｨｪ06ｨｦ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ ｨｺ02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ XVIII 09., 08ｨ ｨｪｨ ｨｪｨｪ ｨｨ 0706ｨｬ06ｨｴｨｨ ｨ ｨｬｨｬ04 ABBYY FineReader ｨ ｨｨｨｰｨｬｨ ｨｬｨｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ ｨ ｨｮ ﾂ02ｨｪｨｨ02ｨｬ ｨｨ ｨ ｨ ｨｮ- ﾂ02ｨｪｨｨ07. 06ｨｰ06 ｨｮ070806ｨｴｨ 02ｨｰ ｨ ｨｪｨｨ02 ｨｺ ｨｺ02ｨｨｨｦ ｨｨ ｨｺ060807ｨｮ ｨｰ02ｨｺ09ｨｰ ｨ ｨｺ0302 ｨｺ ｨｺｨｰｨｨ0906ｨｬ ｨ 0405ｨ ｨｨ ｨｪｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨ ｨｨｨ 06ｨｺ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07, ｨｴｨ 07 ｨｺ ｨｺｨｰｨｪ ｨ ｨｨ08ｨ ｨｰｨｹ ｨ ｨ ｨｬ02ｨｪ04 09 ｨｪ02ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06 08ｨ ｨｪｨ ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰｨ 0, ｨｨ ｨ 0405ｨｨ ｨｮ09ｨｰｨ ｨｪ ｨｪ04 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ, ｨｰｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ 09ｨ 03ｨｪ ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨｪｨ 09ｨ ｨｪｨｨ07 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ ｨｬ02ｨｪ02ｨｬ ｨｬｨｪ0600ｨｨ ｨ ｨｪｨｨ0903ｨｨ ｨｰｨ 08ｨｨｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨ ｨｮ0ｨｮｨｰ ｨｰｨ ｨｪ ｨｺｨｰ0806ｨｪｨｪ06ｨｬ 09ｨｨ ｨｰ02ｨｺ09ｨｰ060906ｨｬ ｨｬｨ ｨｰ ｨｨ ｨ ｨｪｨｨｨｦ. 0ｨ 00ｨｨ ｨｨ ﾂ0209ｨｺｨｨ0 09ｨ ｨｦｨｰｨ 0 (ｨｪｨ 0708ｨｨｨｬ0208 [39, 2, 28]), ｨｮｨｬｨ 0 (ｨｪｨ 0708ｨｨｨｬ0208, [4]) ｨｨ 09ｨ ｨｦｨｰｨ ｨｺｨｮ05ｨｹｨｰｨｮ ｨｪｨｨ06 (ｨｪｨ 0708ｨｨｨｬ0208, [37]), ｨ ｨｰｨ ｨｺ ｨｪ02ｨｺ06ｨｰ ｨｪ02ｨｨｨｺ ｨｨ ﾂ0209ｨｺｨｨ0 09ｨｰｨ ｨｰｨｹ070 (0708ｨｨｨｪｨ ｨ ｨｴｨｨ0, ｨｪｨ 0708ｨｨｨｬ0208, 05ｨｪ02ｨｨｨｺ ｨｨｨｨ 0000ｨｨｨｺｨｨ07020ｨｨ0703 [36]) ｨｬｨｪ0600ｨｨ02 02ｨｨｨｰｨ ｨｰ ｨｨ ｨｰ ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨｬ02 ｨｰ060006, ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｨｨｬ0202ｨｰ ｨｬ02ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｬ02ｨｪｨｰｨ ｨｬｨｨ 09ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ. 08 ｨｪｨｨｨｬ 06ｨｰｨｪ060907ｨｰ ｨｬ02ｨｪｨｪ ｨｺ0609ｨｪ0402 ｨｰ02ｨｺ09ｨｰ04 (0708ｨ ｨ 09ｨｪ0402, 09ｨｰｨ ｨ ﾂ0209ｨｺｨｨ02, ｨｪ02ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ0402), 07ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨｨ0 ｨｨ040ｨ ｨｰ0205ｨｹ09ｨｰ09, ｨｨｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｴｨｨ00907 ｨｪｨ ｨｨ00ｨｨ0604ｨｪ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ0802 (ｨｪｨ 0708ｨｨｨｬ0208, [8]), ｨｨ ｨｺｨｨ0, 09ｨ ｨｰｨｨ08ｨｨ ﾂ0209ｨｺｨｨ0, 07ｨｮｨ 05ｨｨ02ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ 008ｨｮ00ｨｨ ｨｨ ｨｪｨｨｨｦ ｨｬ02ｨｪｨｰ ｨ 00ｨｨｨｨ XVIII 09. ｨｨ ｨｹ04ｨｮ06ｨｰ0907 ｨｺｨ ｨｺ 09ｨｪｨｮｨｰ0802ｨｪｨｪｨｨｨｦ ｨｺ 09 ｨｨｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ09ｨ 0 ｨｨ ｨ ｨ 0, ｨｴ02ｨｪｨｪ040 ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨ 05ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02, 00ｨｨ ｨｨｨｨ ｨｨｨ 05ｨｨ09ｨｰ04 ｨｨ 0506ｨ ｨｨｨｰ0205ｨｨ 04ｨ ｨｨｨｪｨｰ ｨ ｨｪ04 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ ｨｨ09ｨｺｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 00ｨｨｨｨ XVIII 09., 0ｨ ｨｪｨｪｨ 07 04ｨ 0ｨ ﾂｨ ｨｰ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ [0,9] ｨｰ02ｨｺ09ｨｰ0609 XVIII 09. ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｺ060ｨｨ080609ｨｺｨｨ Unicode ｨｰ ｨｰ 09ｨｬ ｨｨ03ｨｹ 09 ｨｰ ｨｮ ﾂｨ 070, ｨｺ06000ｨ ｨｰ02ｨｺ09ｨｰ ｨｪｨ ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ﾂｨ ｨｰｨｪ060006, ｨｪ ｨｺｨｰ0806ｨｪｨｪ ｨｨ040ｨ ｨｪｨｨ07 ｨC ｨｰ06000ｨ ｨｪｨｨ ｨｺ060ｨｨ080609ｨｺｨ, ｨｪｨｨ ｨｬｨ ｨｰ ｨｪ02 ｨｨｨｬ0206ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰ06ｨｬ 0905ｨｮ ﾂｨ ﾂｨ ｨｰｨｹ ｨｬ060302ｨｰ ｨｨ ｨｨｨｰｨｹ0907 0ｨ 0302 ｨｨ ｨ 00ｨｨ ﾂ0209ｨｺ ｨ ｨｦ05ｨ, 060ｨｪｨ ｨｺ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ040 (09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ ﾂｨｨ0) ｨｨ ｨ ｨｪｨｨｨｦ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02ｨｬ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ040 ｨｰ020ｨｪ ｨｨｨｦ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｰ02ｨｺ09ｨｰ060904ｨｦ ｨｬｨ ｨｰ 0ｨ ｨｪｨｪ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 0904ｨ 0608 ｨｺ060ｨｨ080609ｨｺｨｨ ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ XVIII ｨｪｨｪ ｨｰｨ ｨｪｨ 0905ｨｨ09ｨ 02ｨｰ0907 ｨｪｨ Unicode ｨｨ09ｨｺ ｨｮ0909ｨｺ ﾂｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ XVIII ｨ 08ｨｨ 05ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ ｨｹ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨｨ0008ｨ 06ｨｰ ｨ 08ｨｨ. 05ｨ 200ｨC ｨ 0405ｨｨ ｨｨ040ｨ ｨｪ ﾂｨ ｨｰｨｪ06ｨｬ 09ｨｨ ｨｰ06ｨｬｨ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｨｨｦ09ｨｺ06ｨｦ03 [2, 30] (050804) ｨ ｨｪｨｪｨ ｨｬ02ｨｪｨｪｨ ｨｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｪｨ ｨ 0608ｨｪ0602 ｨｨ040ｨ ｨｪｨｨ02 00ｨ ｨｺ09ｨｨｨｬｨｨ05ｨｹｨｪ ｨｰｨｨ07ｨ (ｨｪ02 07ｨｮｨｰｨ ｨｰｨｹ 09 00ｨ ｨｺ09ｨｨｨｬｨｨ05ｨｹｨｪ04ｨｬ ｨｨ040ｨ ｨｪｨｨ02ｨｬ) ｨｺｨｰ0806ｨｪｨｪ04ｨｦ 09ｨ 08ｨｨｨ ｨｪｨｰ [33] ｨｨｨｰ ｨｰｨ ｨｺ ｨ ｨｺ09ｨｨｨｬｨｨ05ｨｹｨｪｨｮ ｨｨ , ｨｪ06 06ｨｪ ｨｪ02 08ｨ ｨｰ08ｨ ｨｪ0702ｨｰ ｨ 060ｨｪ ｨｰｨｨ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ 09ｨｰ0605ｨｹｨｪ ｨｨ ｨｪｨｨ07 00ｨｪ ｨｨ05ｨｹｨｪ0402 ｨｪｨ 09ｨｰ0605ｨｹｨｪ0402 ｨｰ02ｨｺ09ｨｰ ｨ ｨｺｨｰ ｨｨ , ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ ｨｬ ｨｨ09ｨ 06ｨｴｨｨ02 Unicode (ｨｪｨ 0708ｨｨｨｬ0208, MS Word, MS Notepad), ｨｰ 0609ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｰｨ ｨｮ0909ｨｺｨｨｨｬｨｨ 09ｨｨｨｬ090605ｨ ｨｬｨｨ ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ OS MS Windows ｨｨ 0202 Unicode ｨｨ09ｨ 06ｨｴｨｨ0 0708ｨｨ ｨｪｨｨｨｦ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ04ｨｬ ｨｨ ｨｰｨｪ04ｨｬ ｨｰ0906ｨｬ ｨｪ ｨｰ0902ｨｪｨｪ06ｨｦ 0702 ﾂｨ ｨｰｨｨ 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 09ｨｨｨｬ ｨｨ09ｨｺ060906ｨｦ 09ｨｰ0806ｨｺ02 (ｨ 0204 ｨｺ0607ｨｨ080609ｨ ｨｪｨｨ07 ｨｨ 0909ｨｰｨ 09ｨｺｨｨ) ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪｨ 07 08ｨ ｨｪ ｨｪｨｨｨｬ ｨｨ04 ｨ 09ｨｰ ｨｺ05ｨ 09ｨｨｨ ｨｰｨｮ08ｨｪｨ 07 08ｨ 09ｨｺ05ｨ 0ｨｺｨ [9]. 02ｨｪｨ ｨｰ 0609ｨｮｨｴ0209ｨｰ090507ｨｰｨｹ 0706ｨｨ09ｨｺ ｨｪｨ 0ｨｨ09ｨｺ02 ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｨ 0706ｨｬ06ｨｴｨｨ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｰ09 OS MS Windows, 09 ｨｺ06ｨｰ ｨｨｨｬ0202ｨｰ ｨｪｨ ｨｺｨ Unicode (Windows XP ｨｨ ) ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0402 ｨｪｨ 09ｨｰ0605ｨｹｨｪ ｨ ｨｬｨｬ ｨ ｨ 06ｨｰ ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 09 09ｨｰｨ 08ｨｨｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ (STARLing, ｨｬ ｨｨｨｦ03, 0008ｨｪｨｨ03ｨｨ02ｨ 03), 0607ｨｨ09ｨ ｨｪｨｪ ｨｮｨｴ02ｨｬ ｨ , ｨｪ02 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ ｨｨ0 00ｨｮｨｪｨｺ02ｨｨ070, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｮｨｪｨｺ02ｨｨｨｨ 0706ｨｨ09ｨｺｨ, ｨｨ 06ｨｪｨ ｨｨｨｬ0202ｨｰ Web-0708ｨｨ ｨｪｨｨ07 0ｨ 0ｨ ｨｪｨｪ04ｨｦ ｨｬ06ｨｬ02ｨｪｨｰ 0706ｨｨ09ｨｺ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨ 00ｨｨｨｨ XVIII ｨｪｨｰ0208ｨｪ02ｨｰ ｨｬ060302ｨｪ 09 ｨｰｨ ｨｺｨｨ0 0706ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪｨ 0, ｨｺｨ ｨｺ Google, MSN, Yahoo, AOL (Netscape), USSeek, AltaVista, Alltheweb, ASK, Scirus, Nigma ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ 08ｨｪ002ｨｺ09, 060ｨｪｨ ｨｺ06 09 ｨｪｨｨ0 0706ｨｨ09ｨｺ ｨｨ ｨｨｨｰ0907 ｨｰ0605ｨｹｨｺ ｨｨ090060ｨｪ04ｨｬ ｨｬｨ ｨｬ ｨｪｨ ｨ 08ｨ ｨｪｨｪ ｨｹ040609ｨ ｨｰ020502ｨｬ ｨｺ0506 ﾂ ｨ 0204 ｨｮ ﾂ02ｨｰｨ ｨｬ ｨｨｨｨ, ｨ ｨｰｨ ｨｺ0302 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｰ09ｨ ｨｪｨ ｨ 0608ｨ 09ｨｨｨｬ XVIII ｨｺｨ ﾂ0209ｨｰ0902 ｨｰｨ ｨｺｨｨ ｨｰ ｨ 00ｨ 02ｨｰ0907, ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｨ08ｨｰｨｮｨ 05ｨｹｨｪｨ 07 92

193 ｨｹ0209, ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII 09. ｨｺ05ｨ 09ｨｨｨ ｨｰｨｮ08ｨ, 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｪｨ 07 ｨｪｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｺｨｰｨ 0004ｨｮ0909ｨｺiｨｦ 0706ｨｨ09ｨｺｨｲ03 [25] (0ｨ ｨｪｨｪｨ ｨｺｨ ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ0907 ｨｪ02002ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ06ｨｦ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨ ｨｦｨｰ ｨｨ060ｨｨ ﾂ0209ｨｺｨｨ ｨｬ02ｨｪ0702ｨｰ URL), ｨｴｨ ﾂｨ ｨｰｨ ｨｰｨｹ 09ｨｰｨ ｨｮ0909ｨｺｨｨ02 ｨ ｨｮｨｺ ｨｨ09ｨｺ060906ｨｦ 09ｨｰ0806ｨｺ02 Google. 06ｨ ｨｺ ｨｺｨ ﾂ0209ｨｰ0902 ｨ ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ ｨｰ09ｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ0706ｨｬ07ｨｪｨｮｨｰｨｮ ｨｺ05ｨ 09ｨｨｨ ｨｰｨｮ08ｨｪｨｮ06 08ｨ 09ｨｺ05ｨ 0ｨｺｨｮ, ｨｴｨｮ ﾂｨ ｨｰｨ ｨｰｨｹ ｨｰｨ ｨｮ0909ｨｺｨｨ02 ｨ ｨｮｨｺ ｨｰ0806ｨｺ02 04ｨ ｨ 06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｪ ｨ 0408ｨ ｨ 06ｨｰｨｺｨ 09 06ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ 09ｨｨ08ｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｺ05ｨ 09ｨｨｨ ｨｰｨｮ ｨｮ0909ｨｺiｨｦ 0706ｨｨ09ｨｺｨｲ ｨｰ ｨｨ ｨｨｨｰｨｹ 0706ｨｨ09ｨｺ 09 ｨｺｨ ｨｪ06ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨｪｨ ｨ 08ｨ ｨｪｨｪ040 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ 0, ｨｨ ｨｹ04ｨｮ02ｨｬ0402 ｨ ｨｮｨｺ ｨｨｨｪｨ ｨ ｨｰ ｨｺｨｨ08ｨｨ0505ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ 0ｨｨｨ 07ｨ 0406ｨｪｨｮ Unicode. 06ｨｰ06 ｨｪ02 ｨｨ09ｨｺ0506 ﾂｨ 02ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ ｨｨ 09 ｨｰ02ｨｺ09ｨｰｨ 0, ｨｪｨ ｨ 08ｨ ｨｪｨｪ040 ｨｪ02 ｨｺｨ ｨｪ06ｨｪｨｨ ﾂ0209ｨｺｨｨ, 08ｨ 09ｨｺ05ｨ 0ｨｺｨ ｨｺ ｨｺ0506 ﾂｨ 02ｨｰ ｨｪ02 ｨｺｨ ｨｪ06ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨｪｨ ｨ 08ｨ ｨｪｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ XVIII ｨｹ ｨ 04ｨｮｨｬ0209ｨ 06ｨｰ0907 ｨｰ02ｨｺ09ｨｰ04, 09 ｨｺ06ｨｰ , ｨｪｨ 0708ｨｨｨｬ0208, 09ｨｬ0209ｨｰ06 ｨ ｨｮｨｺ ｨｰ0208ｨｨ ﾂｨｪ ｨｨ ｨｨ02ｨ 03 ｨｨ04 ｨｺｨｨ08ｨｨ0505ｨｨ ﾂ0209ｨｺ ｨｨｨ 07ｨ 0406ｨｪｨ Unicode ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｨ02 ｨｪｨ ｨｪｨｨ0 ｨ ｨｮｨｺ ｨｰ0208ｨｨ ﾂｨｪ ｨｨ 00V03 ｨｨ04 05ｨ ｨｰｨｨｨｪ09ｨｺ ｨｨｨ 07ｨ 0406ｨｪｨ, 09ｨｬ0209ｨｰ06 ｨ ｨｮｨｺ ｨｨｨｰｨ 03 ｨC ｨｰｨ 03 ｨｨ04 0ｨｨｨ 07ｨ 0406ｨｪｨ ﾂ0209ｨｺｨｨ0 09ｨｨｨｬ ｨｨ ｨｰ ｨ ｨｪｨｨ02 09ｨｨｨｬ ｨ ｨｪｨｪ06ｨｦ 08ｨ 09ｨｺ05ｨ 0ｨｺ02 08ｨ 0909 ﾂｨｨｨｰｨ ｨｪ ｨｪ06ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬ ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 ﾂｨ 09ｨｰ06ｨｰｨ ｨｬ 009ｨｮ0- ｨｨ ｨｰ08020ｨ ｨｮｨｺ0902ｨｪｨｪ ﾂ02ｨｰｨ ｨｪｨｨｨｦ 09 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ 0. 04ｨ 09ｨｺ05ｨ 0ｨｺｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｨｨｪ09ｨｰｨ 0505ｨｨ08ｨｮ02ｨｬ04ｨｦ 00ｨ ｨｦ ｨｺｨ 05ｨｨ Windows ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨ 05ｨｨ09ｨｰｨ ｨｬｨｨ 0706 ｨｨ09ｨｰ0608ｨｨｨｨ ｨｺｨ ｨｨ ｨｺ0604ｨｪｨ ｨｪｨｨ06. 04ｨ 09ｨｺ05ｨ 0ｨｺｨ ｨｰ ｨｰｨ ｨｺ ﾂｨ ｨｰｨ ｨｰｨｹ 09ｨｰｨ ｨｮ0909ｨｺｨｨ02 09ｨｨｨｬ ｨｨ09ｨｺｨ ｨｪ ｨｰ0902ｨｪｨｪ ｨｰｨｺ0804ｨｰ06ｨｬ ﾂ ｨ 08ｨ ｨｮ ｨｨ05ｨｨ 08020ｨ ｨｺｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ02, ｨｨ ｨｹ04ｨｮ07 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｰ09ｨ 0706ｨｨ09ｨｺｨ. 0209ｨｪ0609ｨｪ04ｨｬ ｨｰ09ｨｰ09ｨｨ02ｨｬ ｨｪ ｨｪｨｨ ｨｨ09ｨｺｨ ｨｰ0209ｨｰ0609 XVIII ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬｨ ｨｰ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ ｨｪ06ｨｦ ｨｺｨｨ 0706ｨｨ09ｨｺ060904ｨｬｨｨ 09ｨｨ09ｨｰ02ｨｬｨ ｨｬｨｨ ｨｺ060ｨｨ080609ｨｺｨｨ Unicode ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪｨ ｨｰ, Metabot, 06ｨ ﾂ02ｨｪｨｪ04ｨｦ 08ｨｪ002ｨｺ09, Rambler ｨｨ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0902 ftp-0706ｨｨ09ｨｺ0609ｨｨｨｺ0609 ｨｪ02ｨｺ06ｨｰ Unicode09ｨｨｨｬ ｨ ｨｬ02ｨｪ0706ｨｰ ｨｨｨｬ090605ｨ ｨｬｨｨ 060ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ ｨｺ ｨｨｨｪ02ｨｨ07ｨｮ ｨｪｨ ｨｪｨｨ07 ｨｺ ｨｰ08ｨ ｨｪｨｨ02 Unicode, 05ｨｨｨ ｨｮ0ｨ ｨ ｨｦｨｰｨｪ04ｨｦ ｨｺ060 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ0907 ｨｺｨ ｨｺ 009ｨ 09ｨｨｨｬ090605ｨ (ｨｪｨ 0708ｨｨｨｬ0208, 09 ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ02 Metabot.ru), 05ｨｨｨ ｨｪ0208ｨｨ08ｨｮ02ｨｰ ｨｨｨ ｨｺｨ ｨｨｨｪ02ｨｨ07ｨｮ ｨｪｨ ｨｪｨｨ07 ｨｺ ｨｰ08ｨ ｨｪｨｨ ｨｪｨｨｨｰ0205ｨｹｨｪ0402 Unicode-09ｨｨｨｬ ｨ ｨｬ02ｨｪ0706ｨｰ ｨｮ- ﾂｨ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ, 0502ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨｨ/ｨｨ05ｨｨ 05ｨｰｨｨｨｬ ｨｨ- ﾂ0209ｨｺｨｨ ｨｨｨｬｨｨ 09ｨｨｨｬ090605ｨ ｨｬｨｨ 060ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ ｨｺ, ｨ ｨｮ ﾂｨ ｨ ｨｬ02ｨｪ0706ｨｰ0907 ｨｪｨｨｨｺｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｪ ｨｨｨｬｨｨ 09ｨｨｨｬ090605ｨ ｨｬｨｨ 060ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ ｨｺ. 0ｨ 0708ｨｨｨｬ ﾂ0209ｨｺｨ 07 ｨ ｨｮｨｺ09ｨ 0309ｨｨ (0) 04ｨ ｨｬ02ｨｪ0702ｨｰ0907 ｨｺｨｨ08ｨｨ0505ｨｨ ﾂ0209ｨｺ06ｨｦ ｨ ｨｮｨｺ0904 0ｨ ｨｨ ｨｰ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪｨ 0 Google, MSN, Yahoo, AOL (Netscape), USSeek, AltaVista, Alltheweb, ASK, Scirus, Nigma ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ 08ｨｪ002ｨｺ09 ｨｺ060ｨｨ080609ｨｺｨ Unicode ｨｨ09ｨ 02ｨｰ0907 ｨ ｨｨ0806ｨｺ06, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 Unicode-09ｨｨｨｬ ｨｮ0909ｨｺ ｨｺｨ XVIII ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ0603ｨｪ ｨｨｨｰｨｹ 4 ｨｮ080609ｨｪ ｨ ｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ ｨｰｨｹ 04ｨ , ｨ ｨｴｨｨ02 09ｨｨｨｬ , 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ080609ｨｺｨ 0, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｨｨｬ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ (09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｬ ｨｨ ｨｪ ｨｮ050708ｨｪ ｨｨｨｨ 0706ｨｨ09ｨｺ0609ｨｨｨｺｨｨ): ｨｨ ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｨ09ｨｺｨ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｪ ｨ 05ｨｨ040609ｨ ｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬｨ ｨｨ ｨ ｨ ｨｰ06ｨｨｨｰ ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｨ04 ｨ ｨｮｨｺ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ, 0706ｨｨ09ｨｺ ｨｨ ｨｨｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ ｨｬ ｨｨｨｨ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ, ｨｺ06ｨｰ0608ｨ 07 ｨｪ ｨ 0ｨ 02ｨｰ 09 ｨｬ ｨｨ02ｨｦ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ04 Google, MSN, Yahoo, AOL (Netscape), USSeek, AltaVista, Alltheweb, ASK, Scirus, ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ060904ｨｦ 09ｨｰｨ 08ｨｰｨ 07 Nigma ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ 08ｨｪ002ｨｺ ｨｰｨ ｨｰ ｨ ｨ ｨｬ0603ｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ ｨ 0302ｨｪｨｨｨｦ, 09ｨｺ0506 ﾂｨ 06ｨｴｨｨ0 Unicode-09ｨｨｨｬ , 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ080609ｨｺｨ 0, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｨｨｬ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｨ- ﾂｨｨｨｪ02 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｪ02 Unicode ｨｪ ｨｨ00ｨｰｨ ( , ｨｪｨ 0708ｨｨｨｬ0208, 09 Nigma ｨC ｨｮ00ｨｨｨｬ 0708ｨｨ ﾂｨｨｨｪｨ ｨｬ) 06ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ 09 ｨ 08ｨ ｨｮ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ02ｨｺ ｨｺｨｰｨｪ04ｨｬ, ｨｪ ｨｨ09ｨｺ ｨｰ0907 ｨｰ06 ﾂｨｪ04ｨｬ. 2. Web-0706ｨｨ09ｨｺ0609ｨｨｨｺｨｨ ｨｰ, Metabot (ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ0609ｨｨｨｺ), 06ｨ ﾂ02ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ 08ｨｪ002ｨｺ09, Rambler (ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ Rambler), ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｨ ｨｰｨｪ040 ftp0706ｨｨ09ｨｺ0609ｨｨｨｺ0609 ( ｨｰｨｰ08ｨ ｨｪ0905ｨｨｨｰ0208ｨ 02ｨｨ02ｨｦ) ｨ 06ｨｰ ｨｪ02ｨｺ06ｨｰ Unicode-09ｨｨｨｬ ｨ ｨ ｨｮｨｪｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ, ﾂｨｰ ｨｨ09060ｨｨｨｰ ｨｺ ｨｪ02ｨｺ ｨｺｨｰｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ, 05ｨｨｨ ｨｪ0208ｨｨ08ｨｮ06ｨｰ 0603ｨｨｨ ｨｺｨｮ. 07ｨｪｨｨ00ｨｨｨｺｨ 02ｨｨ07 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｬ02ｨｪ02 ｨｪ02ｨｺ06ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ040 Unicode-09ｨｨｨｬ ｨｪｨ (0008ｨ 00ｨｨ ﾂ0209ｨｺｨｨ, 0502ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ ｨｨ/ｨｨ05ｨｨ 05ｨｰｨｨｨｬ ｨｨ ﾂ0209ｨｺｨｨ) ｨｨ02 ｨｨ05ｨｨ ｨｪ ｨｨ02 09ｨｨｨｬ ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｨｨｪ02ｨｨ07ｨｮ ｨｪｨ ｨｪｨｨ07 ｨｺ ｨｰ08ｨ ｨｪｨｨ02 Unicode. 0ｨ 0708ｨｨｨｬ0208, ｨ ｨｮｨｺ09ｨ ｨｬｨｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ 06ｨ ﾂ02ｨｪｨｪ04ｨｦ 08ｨｪ002ｨｺ09 ｨｨ Rambler 0ｨ 06ｨｰ 0603ｨｨｨ ｨｺｨｮ, ｨｰ ｨｨ Metabot ｨC 0603ｨｨｨ ｨｺｨｮ ｨｨ05ｨｨ ｨｪ02ｨｺ ｨｺｨｰｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ04 Mail.ru, Webalta, Bigmir.net, Lupa.ru, ｨｨ ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ060904ｨｦ 09ｨｰｨ 08ｨｰｨ 07 Punto.ru 0ｨ 06ｨｰ 0603ｨｨｨ ｨｺｨｨ ｨ 0302ｨｪｨｨｨｦ, ｨ ｨｴｨｨ0 09ｨｨｨｬ , 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ ｨｪ06ｨ ｨ ｨｦｨｰ ｨｺ060ｨｨ080609ｨｺｨ 0. Lupa.ru ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰ08ｨ ｨｪ0905ｨｨｨｰ0208ｨ 02ｨｨ ｨ 09ｨｨｨｬ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｺｨｨ08ｨｨ0505ｨｨ ﾂ0209ｨｺｨｨ02 09ｨｨｨｬ ｨｪｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ040 ｨ 0500ｨ 09ｨｨｨｰ ｨ ｨｬ02ｨｪ0706ｨｰ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ ｨｨｨｬｨｨ ｨ ｨｮｨｺ09ｨ ｨｬｨｨ 08ｨｮ0909ｨｺ ｨ 0500ｨ 09ｨｨｨｰｨ ). 03ｨｮｨｪｨｺｨｰ04 ｨC3 ｨｰ02ｨｺｨｮｨｴ ｨ ｨ 06ｨｰ08ｨ 03ｨ 06ｨｰ ｨｨ00ｨｨｨｺｨｮ 08ｨ ｨ 06ｨｰ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ 09 ｨｺ060ｨ ｨｬｨｨ 09ｨｨｨｬ , ｨ 00ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 07ｨｮｨｪｨｺｨｰ 0 ｨC ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｨ09ｨｺｨ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ, ｨｮ080609ｨｪ02ｨｦ 2 ｨｨ 3 ｨｪｨ ｨｮ ｨｪｨｹ ｨｰ ｨｬ0603ｨｪ04ｨｬ ｨｨｨ 05ｨｨ04ｨｨ08ｨｮ06ｨｴｨｨｨｦ0907 ｨｪｨ ｨｪ0208ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ03 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ ｨｪｨ 05ｨｨ ｨｬ ｨｨｨｨ ｨｪ0208ｨｮ0909ｨｺ ｨｺｨ (006 XVIII 09.), 06ｨｪ ｨｪ ｨｰｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰ02ｨｦ ｨｨ09ｨｺｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ0609 (XVIIIｨCXIX 0909.), ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0ｨ ｨｪｨｪ0402 ｨｬ ｨｨｨｨ 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ ｨ 04ｨ 0ｨ ｨｪｨｪ ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ ｨｨｨｰ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰ02ｨｺ09ｨｰ0609 XVIII 09. (0 07ｨｨ0902ｨｬ ｨｬ06ｨｪ ｨ ), 060ｨｪｨ ｨｺ06 06ｨｪｨｨ 0708ｨｨ ｨｪ ｨｬ02ｨｪｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨｰ0600ｨｨ 04ｨ 09ｨｰｨｮｨｴｨｨ02 06ｨ ｨｲ02ｨｬ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 09ｨｨｨｬ , 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｪ0402 ｨｪｨ ｨｺｨｨ08ｨｨ0505ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202 Unicode, ｨｪ06 ｨｪ ｨｨｨｪｨ ｨ ｨｴｨｨ ｨｬ02ｨｪｨｪ06ｨｬｨｮ 08ｨｮ0909ｨｺ06ｨｬｨｮ ｨ 0500ｨ 09ｨｨｨｰｨｮ, ｨｪｨｮ030ｨ 06ｨｰ ｨｰｨ ｨｺｨｨ0 ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ 0 08ｨ ｨ 06ｨｰ04, ｨｺｨ ｨｺ 0706ｨｨ09ｨｺ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07. 06ｨｰ06 06ｨｰｨｪ0609ｨｨｨｰ0907 ｨｨ ｨｺ ｨｰ02ｨｺ09ｨｰｨ ｨｬ ｨ 00ｨｨｨｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ. 93

194 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｨ 0706ｨｨ09ｨｺ ｨｬ ｨｺｨ XVIII 09. ｨｪ ｨ 05ｨｨ040609ｨ ｨｪ ｨｪｨｨ ｨｪ06ｨｬ 03ｨｨ0806ｨｺ ｨｨ05ｨｹｨｪ06ｨｬ ｨｨ05ｨｨ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ06ｨｬ, ｨｪｨ 09ｨｰ0605ｨｹｨｪ06ｨｬ ｨｨ05ｨｨ Web-0608ｨｨ02ｨｪｨｰｨｨ080609ｨ ｨｪｨｪ06ｨｬ ｨ ｨｬｨｬｨｪ06ｨｬ ｨｺ06ｨｬ070502ｨｺ0902 (04ｨ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ ｨｰｨ ｨｪｨｪ06ｨｦ ｨｪｨｨ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ). 09ｨｨｨ 05ｨｨ060008ｨ 00ｨｨ07 ｨｪｨ ｨｰ02ｨｬｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰｨ 0 XVIII ｨｮ ﾂ02ｨｰ06ｨｬ ｨｬ ｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ. 05 ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 ｨｬ0603ｨｪ ｨｨｨｰｨｹ, ﾂｨｰ ｨｺ08ｨｮ07ｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｬ02ｨｪ02ｨｬ ｨｮｨｰ ｨ ｨｪｨｮ ｨｺｨｮ Unicode. 06ｨｰ ｨｰｨ 09ｨｨｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 0802ｨ 05ｨｨ040609ｨ ｨｰｨｹ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ02, ｨｪｨ 0708ｨｨｨｬ0208, ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰｨ ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨ ｨｪｨｨ02 ｨｪ ｨｨｨ 05ｨｹｨｪ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ, ｨｪ ｨｰ ｨ 08ｨ 04ｨｪ04ｨｬ ｨｨ ｨｺｨｰｨｨ0906ｨｦ 09ｨｺ ｨｪ ｨｪｨｨ07 ｨｬ ｨｨ ﾂ0209ｨｺｨｨ0 08ｨ 0903ｨｨ0802ｨｪｨｨｨｦ 09 08ｨ 0409ｨｨｨｰ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬｨ 0 (ｨ ｨｰｨ ｨｺ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ040 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｺ06ｨｬ070502ｨｺ09ｨ 0) ｨｨｨｪｨｰ ｨｦ09ｨ 00 ｨｺｨ ﾂ0209ｨｰ ｨｪ0609ｨｪ ｨｨｨｪ02ｨｨ07ｨ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪｨｰ ｨｦ09ｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰｨ 0 ｨｪｨ 09ｨｰｨ ｨｮ0909ｨｺ06ｨｬ ｨｺ ｨ 08ｨ 04ｨｪ ｨ 08ｨ ｨｰｨｹ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨｮ06 ｨｨｨｪｨｰ020008ｨ 02ｨｨ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｬｨｨ ｨｰ09ｨ ｨｬｨｨ 08ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ, 09 ｨｰ06ｨｬ ﾂｨｨ ｨｺｨｮ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨｬｨ ｨｰ ｨｺｨｨ ｨｰ ｨ 0405ｨｨ ｨｨ ｨｪ ｨｮｨｪｨｺｨｰｨ 0.2 ｨｨ ｨｨ09ｨ ｨｪｨｨ02 ｨｨ ｨ ｨｪｨｨ ｨｨ ｨ ｨｪｨｨ ｨ ｨｪｨｨ02 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨｺ02 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｨ09ｨｺｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｰ02ｨｺ09ｨｰ0609 XVIII 09., ｨ ｨｪｨｨｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 0802ｨｦ ｨｨ ｨｪｨｺ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ ｨ ｨｪｨｨ ｨ 0802ｨｦ 0308ｨｨ ｨｮ ﾂｨ 09ｨｰｨｨｨｨ 0906ｨｰ08ｨｮ0ｨｪｨｨｨｺ0609 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｨｨｬ. 0906ｨ ｨ - ﾂ020909ｨｺ ｨｮｨｴ0209ｨｰ090502ｨｪ 08ｨｮ ﾂｨｪ06ｨｦ ｨｪｨ ｨ ｨｨ ( ｨ 08ｨｹ 08ｨｺｨ 002ｨｬｨｨｨｨ ｨｨｨｦ09ｨｺ06ｨｦ, 09ｨｺ0506 ﾂｨ 02ｨｰ ｨ ). 0ｨ ｨ 08ｨ ｨｪｨｪ ｨｰ06ｨｬ ｨ ｨｲ020ｨｨｨｪ02ｨｪ ｨｬ06ｨｦ ｨｨ 06ｨ 08ｨ ｨｰｨｪ04ｨｦ ｨｪｨｨｨｺｨｨ ｨ ｨｪｨｪ ｨ ｨｪ06 09ｨｰｨ ｨｮ0909ｨｺ ｨｨｨｰ ｨｪ02ｨｬ 9 ｨ ｨｮｨｺ09. 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨ ｨｬｨｬｨ ｨｨｨｪｨｰ0208ｨ ｨｺｨｰｨｨ09ｨｪ ｨｪ02ｨｪｨｨ ｨ 0807: ｨ ｨｪｨｨ ｨ 0802ｨｦ ｨｨ04 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ0609 ｨｨ ｨｨｨｪｨｰ020008ｨ 02ｨｨ ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ ｨｬ06ｨｦ ｨｨ05ｨｨ 06ｨ 08ｨ ｨｰｨｪ04ｨｦ ｨ ｨｬｨｬｨ 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨ 04ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ, 00609ｨｰｨｮ07ｨｪ04ｨｬｨｨ ｨｬ06ｨｰ08ｨ ﾂ MS Word, 09 ｨｰ06ｨｬ ﾂｨｨ pdf-00ｨ ｨｦ05ｨ ｨｬｨｨ, ｨｨ ｨｮ09ｨｰｨ ｨｪ ｨｪｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨ 07 ｨｪｨ 009ｨｰ0806ｨｦｨｺｨ ｨｬ0209ｨｰｨｪ ｨ 09020ｨｮ06ｨｴｨｨｨｬ 08ｨ ｨｦ ｨｨ09ｨｰ0608ｨｨｨｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｺ0604ｨｪｨ ｨｪｨｨ07 ( ) ｨｨｨｺ0605ｨ ｨｬ ｨ ｨｪ ｨ 08ｨｹ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ. 0602ｨｺｨｮｨｴｨ ｨｨ ｨ ｨｺ0506- ﾂｨ 02ｨｰ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ (09ｨｺ0506 ﾂｨ 07 ｨｪｨｮ ｨｺ06ｨｪ- ﾂｨ ｨｪｨｨ02), ｨｪ02ｨｬ 2,7 ｨ ｨｮｨｺ ｨｪ06ｨｬ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｨ. 00 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｪ0609 ｨ ｨｨ ｨｹ040609ｨ ｨｪ06 009ｨ ｨ ｨｦ ｨ ｨｪ ｨｪｨ 0609ｨｪ ｨｬ ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰｨ ｨ 05ｨｨ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ06ｨｦ ｨｺ06ｨｬ070502ｨｺ0906ｨｬ ｨ ｨｬｨｬ 0004ｨ ｨ 06 ﾂ0202 ｨｬ0209ｨｰ06 05ｨｨｨｪ0009ｨｨ09ｨｰｨ 03 (040009, 06ｨｪｨ ｨｨ09ｨｰ02ｨｬｨ 0002ｨｨｨ 05ｨｨｨｪ0003) [24]. 00ｨｰ060806ｨｦ ｨ 08ｨｹ ｨｪ ｨ ｨｪ ｨｨ ｨｬ02ｨｰ06006ｨｬ 09ｨｰ02ｨｬｨｬｨｨｨｪ00ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ. 0305ｨ ｨｪｨｨ08ｨｮ02ｨｰ0907 ｨｺ ｨｺ02ｨｨ07 0ｨ ｨｪｨｪ ｨ 0807, ｨｺ06ｨｰ060806ｨｦ ｨｬ0603ｨｪ06 ｨ ｨｮ002ｨｰ ｨｺｨｰｨｨ09ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 09ｨｬ0209ｨｰ ｨｬ02ｨｪｨｪ ｨ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｨ ｨｰｨｨ ｨｬ ｨｨ ﾂ0209ｨｺｨｮ06 08ｨ 04ｨｬ02ｨｰｨｺｨｮ ｨ ｨｪ0609 ｨｪｨ ｨ ｨ ｨ ｨｪｨ 07 ｨｬ ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｬ02ｨｰｨｺｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｪ0206ｨ 0060ｨｨｨｬｨ ｨ 0409ｨｨｨｰｨｨ ｨｨ06ｨｪｨｪ06ｨｦ ｨｨ ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺ06ｨｦ 05ｨｨｨｪ0009ｨｨ09ｨｰｨｨｨｺｨｨ, 060ｨｪｨ ｨｺ06 ｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｬ0600ｨｮｨｰ ｨｪｨ ｨｦｨｰｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 09 ｨ ｨｨｨｰｨｬｨ ｨｨ09ｨｺｨ ｨｺｨ 07 09ｨ 08ｨｨｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｪ0702ｨｰ ｨｪｨｨ02 ｨ ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ ｨｺｨｰｨｨ09ｨｪ040 ｨｺ05ｨ ｨｨ 09ｨｰｨ 09ｨｨｨｰ ｨ 08ｨ 04ｨｪ0609ｨｰｨｹ ｨｨ0 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｨ09ｨｺ ｨ ｨｨｨｰｨｬｨ ｨ 0605ｨｹ0306ｨｦ ｨｰｨｪ0609ｨｰｨｹ06 05ｨｰ ｨｨ ｨｰ ｨｺ 09ｨｪｨｨ0302ｨｪｨｨ06 06ｨ ｨｲ02ｨｬｨ 09040ｨ ﾂｨｨ 04ｨ 09 ﾂ02ｨｰ ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ. 020ｨｪｨ ｨｺ ｨｪｨｨ02 07ｨ 08ｨ 0ｨｨ00ｨｬ ﾂ ｨ ｨｪｨｨｨｦ ｨｪ ｨｺ0902ｨｬｨ 0 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 0706ｨｨ09ｨｺｨ 09 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨ ｨｪｨｨ02 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ 0706ｨｺｨ 04ｨ 0506, ﾂｨｰ ｨ ｨｪｨｨ04ｨ 02ｨｨｨｨ 0706ｨｨ09ｨｺｨ ｨ 08ｨ 04ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ, ｨ 05ｨｨ04ｨｺｨｨｨｦ ｨｺ ｨ ｨｨｨｰｨｬｨｮ, 0708ｨｨｨｬ02ｨｪ0702ｨｬ06ｨｬｨｮ ｨｨ09ｨｺｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ ｨｬ02ｨｪｨｪ06ｨｬ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 [40] ｨ ｨｴｨｨ ｨ 0, ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨ 02ｨｨｨｦ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨ 07 09ｨｰ02ｨｬｨｬｨｨｨｪ00, 0706ｨｨ09ｨｺ ｨ 08ｨｪ06ｨｦ ｨｪ ｨｨ 0002ｨｪ0208ｨ 02ｨｨ ｨｬ ｨｨ ﾂ0209ｨｺｨ 07 08ｨ 04ｨｬ02ｨｰｨｺｨ ｨ 0802ｨｦ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｬ02ｨｪｨｨ. 00 ｨｺｨ ﾂ0209ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ ｨｪｨ ｨ ｨ 0402 ｨｨｨｬ0206ｨｴｨｨ ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ ｨ 0802ｨｦ ｨｰｨ ｨｰ ｨｮ06ｨｴｨｨｨｦ ｨ ｨｨｨｰｨｬ:. 05ｨｰ02ｨｬｨｬｨｨｨｪ00: ｨ ｨ ｨｨ ｨｨｨｰ ｨｪｨｨ ｨｬ0603ｨｪ040 ｨｬ ｨｨ ﾂ0209ｨｺｨｨ ｨｪ0609, ｨｹ04ｨｮ0709ｨｹ 0907ｨｨ09ｨｺ06ｨｬ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｺｨ 03006ｨｦ ｨｪｨｪ06ｨｦ ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｪ ｨｰ ｨｨ09ｨｮｨｰ09ｨｰ09ｨｨ ｨ ｨｪ ｨｺｨ 03006ｨｦ ｨｪ060904, ｨｨ 06ｨｪｨ 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨ 08ｨｪ06ｨｦ, 0706ｨｨ09ｨｺ ｨ ｨｮ002ｨｰ 0609ｨｮｨｴ0209ｨｰ090502ｨｪ ｨｬ ｨｬｨ ｨｬ, 06ｨ 08ｨ 04ｨｮ02ｨｬ04ｨｬ 06ｨｰ ｨｪ ｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ 060ｨｪｨ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪｨ ｨｪ0609ｨ ｨｪ02 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨ 08ｨｪ06ｨｦ, ｨｰ ｨｹ040609ｨ ｨｰ ｨｨｨｪ0009ｨｨ09ｨｰｨｮ ｨ 00ｨ 02ｨｰ ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｬ ｨｨｨｰｨｹ ｨｰｨｺ06ｨｦ ｨｪ0609ｨｮ ｨ 04ｨ ｨ ｨｨ 006ｨ ｨ 09ｨｨｨｰｨｹ ｨ 08ｨｹ ｨｨ ｨｰ ｨ ｨｬ ｨ ｨｰｨｹ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ ｨｹ04ｨｮ0709ｨｹ 0ｨ ｨｪｨｪ06ｨｦ ｨｬ06ｨｦ, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｬ060302ｨｰ ｨｪｨ 0702 ﾂｨ ｨｰｨ ｨｰｨｹ ｨｨ 006ｨ ｨ 09ｨｨｨｰｨｹ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ0609 ｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｨ ｨｪｨｨ 060ｨｪｨ 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪｨ ｨｪ0609ｨ ｨｪ02 06ｨｺｨ 04ｨ 05ｨ 09ｨｹ ｨ 08ｨｪ06ｨｦ, ｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪ ｨｨ ｨｦ09ｨｰ09ｨｨｨｦ, 0607ｨｨ09ｨ ｨｪｨｪ ｨｮｨｴ02ｨｬ 07ｨｮｨｪｨｺｨｰ02, ｨｰ ｨｨ09ｨｺ ｨｨ ｨｨｨｰ0907 ｨｪｨ ｨ ｨ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｪ0609, ｨｪｨｪ040 ｨ 05ｨ 00060ｨ ｨｨ09ｨｺｨｮ ｨｨ ｨｰｨｪ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ. 00 ｨｪｨ ｨｨ0ｨｮ00302ｨｬ 0905ｨｮ ﾂｨ 02 05ｨｰ06 060ｨｪ06 ｨｪｨｮ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨ02. 94

195 ｨｹ0209, ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII ｨｨ09ｨｺｨ ｨｰ ｨｹ040609ｨ ｨｰ ｨｨｨｪ0009ｨｨ09ｨｰｨｮ ｨｮｨ 020ｨｨｨｰｨｹ ｨｺ ｨｺｨｰｨｪ0609ｨｰｨｨ 09ｨｪ020902ｨｪｨｪ040 ｨｨｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ ｨ 08ｨｨ. 0308ｨｨ 04ｨ ｨｺ0804ｨｰｨｨｨｨ ｨｬ ｨｨ09ｨｺｨ ｨ 00ｨ 02ｨｰ ｨ ｨｪｨｨｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ ｨｦ05ｨ ｨ 0802ｨｦ ｨｨ09ｨｺｨ 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｨ02 08ｨ ｨｨｨｰ020502ｨｦ ｨ 09ｨ ｨｨ ｨ 06ｨｰ ｨｨ09ｨｺ06ｨｬ06ｨｦ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨ ｨｮｨｺ09 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 06ｨｰ ｨ 0ｨ ｨｪｨｪ06ｨｬ 05ｨｰｨ 0702 ｨｰｨ ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｬ060302ｨｰ 06ｨｺｨ 04ｨ ｨｰｨｹ ｨｪ04ｨｬ ｨｨ ｨ ｨｪｨｨ07 ｨｬ ｨｨｨｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ. 0308ｨｨ 05ｨｰ06ｨｬ ｨｰ ｨｰｨｺ06ｨｦ ｨｪｨ ｨｨｨ ｨｨｨｪｨｪｨ 07 ｨｨ04 ｨｨ09ｨｺ06ｨｬ ｨｬ 09 0ｨ ｨｪｨｪ06ｨｬ 09ｨｺ0506 ﾂ02ｨｪｨｨｨｨ 09 ｨｰ02ｨｺ09ｨｰ. 0306ｨｨ09ｨｺ 0609ｨｰｨ 05ｨｹｨｪ040, ｨ ｨｺ060806ｨｰｨｺｨｨ ｨｬ 09 0ｨ ｨｪｨｪ06ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ02 ｨｪ ｨｨ ｨｨｨｰ0907 ｨC ｨｪｨｪｨｮ ｨｹ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0ｨ ｨｪｨｪ ｨ ｨｺｨｰｨ ｨ ｨｨｨｰｨｬｨ ｨｨ0008ｨ 02ｨｰ ｨｮ ﾂ02ｨｪｨｪ0609ｨｰｨｹ ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 0706 ｨｮｨ 0409ｨ ｨｪｨｨ06 ｨｨ0 005ｨｨｨｪ ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨ 02ｨｪｨｪ0609ｨｰｨｨ 00ｨ 03ｨｪ04ｨｬ ｨ ｨｺｨｰ06ｨｬ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ0907 ｨｨｨｪｨｰ020008ｨ 02ｨｨ ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｬｨｨ ｨ ｨｬｨｬｨｪ04ｨｬｨｨ ｨｰ09ｨ ｨｬｨｨ. 0906ｨｺｨ 05ｨｹｨｪ04ｨｦ 0706ｨｨ09ｨｺ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ 0802ｨ 05ｨｨ040609ｨ ｨｪ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬｨ ｨｺ ｨｨｨｪ09ｨｰｨ 0505ｨｨ08ｨｮ02ｨｬ06ｨｦ ｨｪｨ 009ｨｰ0806ｨｦｨｺｨｨ-08ｨ 0903ｨｨ0802ｨｪｨｨ MS Word ( ｨｪｨｨｨｰ0205ｨｹｨｪ0602 ｨｬ02ｨｪ06, 07ｨ ｨｪ0205ｨｹ ｨｨｨｪ09ｨｰ08ｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 008ｨｮ00ｨｨ ｨｬ02ｨｪｨｰ04). 02ｨ ｨｪｨｪｨ 07 ｨｪｨ 009ｨｰ0806ｨｦｨｺｨ 0706ｨｬｨｨｨｬ ｨｨ09ｨｺｨ 09ｨｺ0506 ﾂｨ 02ｨｰ ｨｮ00ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨ ｨ 06ｨｰ04 05ｨｨｨｪ0009ｨｨ09ｨｰｨ ｨｰｨ ｨｮ0909ｨｺｨｨｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ ｨｨ ﾂ0209ｨｺｨｨ ｨ 08ｨｨ 04ｨ 0008ｨｮ03ｨ 06ｨｰ ｨｨ ｨｬ 04ｨ 07ｨｮ09ｨｺ ｨｬ ｨｨ09ｨｺｨ ｨｨ ｨ ｨｰ ｨ ｨｰｨｨ09ｨｪ06ｨｦ 07ｨ ｨｬ07ｨｰｨｨ 006 ｨｰ , 0706ｨｺｨ ｨｪ02 ｨ ｨｮ0ｨｮｨｰ 04ｨ ｨｺ0804ｨｰ ｨｺｨｪｨ 05ｨｺ0402ｨｬ ｨ 0708ｨｨ ｨｪｨｨ07 MS Word. 0ｨ ｨ ｨ 06ｨｬ03 ｨｺ06ｨｬ07ｨｹ06ｨｰ Intel Pentium III 800 EB ( ) 256 ｨｺ09, DIMM PC33 ( ) ｨ ｨｪ ｨ ｨｲ02ｨｬ06ｨｬ ｨｺ060ｨｨ080609ｨｺ02 Unicode (3 0009) 04ｨ 0008ｨｮ04ｨｺｨ ｨｰ0802ｨ ｨｮ02ｨｰ ｨｺｨｮｨｪ ｨｬ07 04ｨ 0008ｨｮ04ｨｺｨｨ ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｪ0209ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｨ06ｨｪｨ 05ｨｹｨｪ ｨｨ09ｨｺ 0609ｨｮｨｴ0209ｨｰ ｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07, 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ09ｨｰ08ｨ, ｨｪｨｪ06ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰ02, ｨｬ06ｨｬ ｨｨ05ｨｨ 06ｨ 08ｨ ｨｰｨｪ06ｨｬ ｨｪｨ 0708ｨ ｨｪｨｨｨｨ ｨｮ09ｨｬ06ｨｰ0802ｨｪ ｨ ｨｴ02ｨｪｨｨ02 ｨｪｨ ｨｨ090060ｨｪｨｮ ｨｨ02ｨｨ ｨｬ02 ｨｰ02ｨｺｨｮｨｴ ｨｪｨ ｨｦ002ｨｪｨｪ ｨ, ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨｺ06ｨｦ, ｨｹ040609ｨ ｨｰ0205ｨｹ ｨｪｨ ｨ 05060ｨ 02ｨｰ ｨｬ ｨｨ0906ｨｺ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ , ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 04ｨ ｨｮ, ｨｺ02 ｨｨ ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｺｨｮｨｬ02ｨｪｨｰｨｮ ｨｺｨ ｨ ｨ ｨｬ0603ｨｪ ｨ ｨｪｨｨｨｰｨｹ 09 06ｨｰ00205ｨｹｨｪ04ｨｦ 00ｨ ｨｦ ｨｮ09ｨｰｨｨｨｬ ｨ 04ｨｬ ｨ 0802ｨｦ ｨｪ0609 ｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨ ｨｪｨｨ ﾂ02ｨｪ04 06ｨ ｨｲ02ｨｬ06ｨｬ 0708ｨｨｨｬ0208ｨｪ06 2 ﾁ ｨ 07ｨｨ0902ｨｦ. 0002ｨｪ06 ｨｪｨ 009ｨｰ0806ｨｦｨｺｨｨ MS Word ｨｰｨ ｨｰ ｨｬ0603ｨｪ0609ｨｰｨｹ 06ｨｰ0708ｨ 09ｨｺｨｨ ｨｺ ｨｺｨｰｨｨ080609ｨ ｨｪｨｪ040 0ｨ ｨｪｨｪ ｨ ｨｪ0609 ｨｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ﾂ ｨｰｨｹ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨ ｨｪｨｨ ｨ 0408ｨ ｨ 06ｨｰ ﾂｨｨｨｺｨ ｨｬｨｨ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｮ06ｨｴｨｨ ｨｨ ｨ ｨｬｨｬ04 ｨｨ 07ｨ ｨｺ02ｨｰｨ 0 06ｨ ｨｪ ｨｪｨｨ ｨｪｨ 07ｨｨ09ｨ ｨｪ ｨｨｨｬｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｪｨ VBA 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ Win32API ｨｨ 09ｨｪｨ ｨ 0302ｨｪ ｨ ｨｪ04ｨｬｨｨ ｨｺ06ｨｬｨｬ02ｨｪｨｰｨ 08ｨｨ07ｨｬｨｨ. 06ｨｬ02ｨｪｨ ｨｬ02ｨｪｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｰ 0902ｨｪ ｨｺ06ｨｦ ｨｪ06ｨｰｨ 02ｨｨｨｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪ0208ｨ 02ｨｨ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｪ ｨｰ02ｨｬｨｬｨｨｨｪ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｨｨｰｨｹ ｨｪ ｨｪ04ｨｦ ｨｪｨ ｨ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ ｨｪ ｨｺｨ ｨ ｨ ｨｪ ｨｪ02ｨｬ 2,4 00ｨｨ0706ｨｰ02ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ ｨｨ 05ｨｰ06ｨｬ 09ｨｰ06ｨｨｨｰ 06ｨ 08ｨ ｨｰｨｨｨｰｨｹ 09ｨｪｨｨｨｬｨ ｨｪｨｨ02, ﾂｨｰ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨｰ ｨｬｨｬｨ ｨｬｨｨ, ﾂｨｰ06 09ｨｪｨｨ03ｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｬ0603ｨｪ ｨｪ ｨｮ02ｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ ｨｪ06ｨｦ ｨｪ ｨ 08ｨｪ06ｨｦ ｨｬ04 07ｨ MyStem ｨ 02ｨｰ ｨｪ02ｨｬ 3 00ｨｨ0706ｨｰ ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 04ｨ 0608ｨ [29] ｨｰｨｨ080609ｨ ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 0706ｨｨ09ｨｺｨ 00209ｨｬ06ｨｰ0807 ｨｪｨ ｨｪｨｪｨｮ06 09ｨ 08ｨｨｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｬ ｨｨｨｦ, ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨｺ ｨｺｨｰｨｪ06 08ｨ ｨ 06ｨｰｨ 02ｨｰ ｨｰ02ｨｺ09ｨｰ0609 ｨｪｨ ﾂｨ 05ｨ ｨｨ ｨｺ06ｨｪ02ｨ XVIII ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ050609ｨｹ ｨｮ ｨｨｨｬｨ 0: ｨ 0204 ｨｮ ﾂ02ｨｰｨ 08ｨ ｨｨｨｰ020502ｨｦ ｨｬ02030ｨｮ ｨ ｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｦ ｨｨｨｬ ｨ 0405 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｨ0806ｨｺ ｨｬ06ｨｪｨｨｨｰ0608ｨｨｨｪ00ｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ04, ｨｨ ｨ ｨｪｨｨ ｨｰｨ 09ｨ ｨｰ02ｨｺ09ｨｰ0609, ｨ 0802ｨｦ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｨ 0006ｨｬ06ｨｪｨｨｨｬｨｨ ﾂｨｪ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪ ｨｰ060806ｨｦ ｨｨｨｬ ｨ 0405 ｨｪ0206ｨ 0060ｨｨｨｬ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ06ｨｦ ｨｪｨｺｨｨ 08ｨ ｨ 06ｨｰ ｨ ｨｬｨｬ04. 0ｨｨ ｨｨ09ｨ ｨｪ06 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｰ060806ｨｬ ｨｨｨｬ ｨｹ06 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｰｨｹ, ｨｰ ｨｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ ｨｺ ｨｺｨｰｨｪ04ｨｬ ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 03ｨ ｨｪ XVIII ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨ050609ｨｹ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｪ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ, ｨｺ0605ｨｹｨｺｨｮ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｪ0208ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｪ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｬｨ ｨｰ05ｨｨ ﾂｨ 02ｨｰ ｨｰ ﾂｨｨ09ｨｰ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨ, ｨ 08ｨｮ ﾂｨｪｨ 07 ｨｺ ｨｺ02ｨｨ ｨ 0807 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｬ02ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ 09 ｨ ｨｨｨｰｨｬ06ｨｬ, ｨｨ 0609ｨｪ0609ｨ ｨｪ02 ｨ 0405ｨ ｨｪｨ, 0708ｨｨｨｬ02ｨｪ0705ｨ 09ｨｹ ｨｨ09ｨｰｨｨｨｺｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 0002ｨｪ0208ｨ 02ｨｨ ｨ 0802ｨｦ, 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｪ06ｨｦ ｨｨ04 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｪｨ 009ｨｰ0806ｨｦｨｺｨｨ MS Word: ｨｺｨ ｨｰｨ ｨｮ0909ｨｺ ｨｰ02ｨｺ09ｨｰｨ, ｨｺ06ｨｰ060804ｨｦ ｨｨ ｨｹ040609ｨ ｨｨ ｨ ｨｪｨｨ07, ｨ ｨｪ ｨ 08ｨｹ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ (05ｨｺ0402ｨｬ ) ｨｹ04ｨｮ0709ｨｹ 0ｨ ｨｪｨｪ04ｨｬ ｨ 0802ｨｬ, ｨｨｨｬ0207 ｨ ｨ ｨｪｨ ｨｪｨｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｨ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ, ｨｺｨ ｨ -04ｨ ｨ ｨ ｨｰｨ ｨｪ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｦ 0907ｨｨ0906ｨｺ ｨｬ, ｨ ｨｴｨｨ ｨｰ02ｨｺ09ｨｰ02. 02ｨ ｨｪｨｪｨ 07 08ｨｮ ﾂｨｪｨ ｨ 0608ｨｺｨ ｨｨ ｨｨ05ｨ 09ｨｹ 09 08ｨ ｨｬｨｺｨ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07, ｨｪ02 04ｨ ｨｰ08ｨ 00ｨｨ09ｨ ｨ 08ｨ ｨ ｨｪｨｨ02 (ｨｮ ﾂｨｨｨｰ0409ｨ 07, ﾂｨｰ06 08ｨ 04ｨｪｨｨ02ｨ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｮ ｨｪｨ ). 05ｨ ｨｰ02ｨｬ ｨｨ ｨｨ050609ｨｹ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ ｨｬｨｬ04, ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｰｨ ｨｨ09ｨｹ ｨｨ09ｨｺｨ ｨｬｨｨ ｨｬ ｨｺｨ ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨ ｨｰ06ｨ 08ｨ ｨｪ ｨｪｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｰ02ｨｺ09ｨｰ , ｨｰｨ ｨｪｨｪ040 ｨ ﾂ02ｨｬ 060ｨｪ06ｨｦ ｨｬ06ｨｦ. 06ｨｰｨｨ ｨ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 09 ｨｺｨ ﾂ0209ｨｰ ｨ ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｰ ｨｨ09ｨｹ ｨｺｨ ｨｮ06ｨｴ ｨ 006 ｨｰ , 0706ｨｺｨ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ ｨ ｨｪｨｨ ｨｰ02ｨｺ09ｨｰｨｮ ｨｪ ｨｰｨｨ00ｨ 05ｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｨ. 08ｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨ ｨｰｨ ｨｰ06 ﾂｨｪ06, ﾂｨｰ06ｨ 04 ｨｨ ｨ ｨｪｨｨ02 04ｨ ｨｰ0806ｨｪｨｮ ｨｺ % ｨｰ02ｨｺ09ｨｰｨ. 95

196 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｪ0609ｨ ｨｪ02 ｨ 0405ｨ ｨｪｨ ｨｦ002ｨｪｨ ｨ 0802, ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0706ｨｨ09ｨｺ ｨｨｨｪ06000ｨ 0ｨ 09ｨ ｨｺｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬｨｨｨｬ ｨｨ04ｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ ｨｬ ｨｪ02ｨｺ06ｨｰ ｨ 08ｨ ｨ ｨｰ0205ｨｹｨｪ ｨｬ ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪ02ｨｪｨｨ ｨ ｨｪ0609 ｨｨ ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ ｨｪ ｨｨ ｨｨ050609ｨｹ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｹ06 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｰｨ ｨｺ ｨｨｨｰｨｹ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｨ 06ｨ ｨｲ02ｨｬ ｨｰ0802ｨ ｨｮ02ｨｬ040 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ0 08ｨ ｨ 06ｨｰ ｨ 0903ｨｨ0802ｨｪｨｨ ｨ 0802ｨｦ ｨｺｨ ｨｨ ｨ ｨｪｨｪ ｨｰ02ｨｺ09ｨｰｨ ｨｰｨ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ. 0ｨ ｨｰｨ ｨｪｨｪ040 ｨｪｨｨ0302 0ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ, ｨｺｨ ｨｺ ｨｪｨｰｨ ｨ ｨｰ02ｨｬｨｬｨｨｨｪ00 ｨ ｨｨ ｨｪ ｨｪ02ｨｺ ｨｺｨｰｨｪ ｨｨ ﾂｨｨｨｪ02 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ ｨｪ06ｨｰ ｨ ｨｺ06ｨｪ ﾂｨ ｨｪｨｨｨｦ. 00ｨｰ060806ｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ, ｨｺｨ ｨｺ ｨｪｨｰｨ ｨ ｨｪ0609ｨ ｨｪ02 ｨ 0405ｨ ｨｪｨ ｨｦ002ｨｪｨ ｨ ｨｪ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ ｨｰｨｨｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ, ｨｺｨ ｨｺ06ｨｦ ｨｪｨｰ ｨｨ09ｨｺ06ｨｬ ｨｬ, 0708ｨｨ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 09 ｨｰ02ｨｺ09ｨｰ02, ｨｪ02 ｨ 0405 ｨｪｨ ｨｦ002ｨｪ. ﾁ02ｨｰ090208ｨｰ04ｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ, ｨｺｨ ｨｺ06ｨｦ ｨｪｨｰ ｨｨ09ｨｺ06ｨｬ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ ｨｪ02 ｨ 0405 ｨｪｨ ｨｦ002ｨｪ. 0307ｨｰ04ｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ, ｨｺｨ ｨｺ06ｨｦ ｨｪｨｰ ｨｪ02 ｨｪｨ ｨｦ002ｨｪｨｪ ｨ ｨｬｨｬ06ｨｦ ｨｬ ｨｪ02 ｨ 0405 ｨｪｨ ｨｦ002ｨｪ ｨｨ ﾂｨｨｨｪ02 ﾂ ｨ ｨｪｨｨ ｨｪ ｨｰ06ｨｦ 09ｨｰ0605ｨ ｨｺｨ ｨ 02ｨｰ ｨｰ06ｨｰ ｨｪｨｰ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ. 02ｨ ｨｪｨｪ ｨ 00ｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02, ｨ ｨｮ0707ｨｨ080609ｨｺｨｨ ｨｨ ｨｪｨ ｨｪｨｨ07 09ｨｰ0605ｨ , 06ｨｺｨ 04ｨ ｨｹ ｨｪｨ ｨｨｨ ｨｪｨ ｨｪ04ｨｬ ｨｪｨｨ07 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｮ ｨｰ0605ｨ ｨｪｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 0603ｨｨｨ 06ｨｺ 0706ｨｨ09ｨｺｨ 0904 ﾂｨｨ ｨｰ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ ｨ , ｨｨ ｨｰ0605ｨ ｨｪｨｰ 0603ｨｨｨ 06ｨｺ 0904 ﾂｨｨ ｨｰ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ , ｨｺ06ｨｰ ｨｪ04 ｨ 0405ｨｨ ｨ 04ｨｰｨｹ ｨｪｨ ｨｦ002ｨｪ ｨｮ ﾂ0302ｨｬ 0905ｨｮ ﾂｨ 02, ｨｨ ｨｰ0605ｨ ｨｪｨｰ 0603ｨｨｨ 06ｨｺ 0904 ﾂｨｨ ｨｰ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 06ｨｰ 06ｨ ｨｴ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｪ02 ｨｪｨ ｨｦ002ｨｪｨｪ ｨｬ ｨｨ ｨｮ0706ｨｰ0802ｨ 0502ｨｪｨｨｨｦ. 07ｨｺｨ 04ｨ ｨｪｨｪ ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｪｨｰ04 06ｨｺ08ｨｮ000502ｨｪ ｨｺｨ ｨｰ ｨｨｨｦ, ｨｨｨｬ0206ｨｴｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨ02 0%, 09ｨｰ0605ｨ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ06ｨｰ. 0ｨ ｨｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｹｨｪ04ｨｬｨｨ ｨｰ ｨｦ, 3-ｨｦ ｨｨ 4-ｨｦ 09ｨｰ0605ｨ ｨ 0608 ｨｰ02ｨｺ09ｨｰ ｨｨ ｨ ｨｪｨｨ07 ｨ ｨ ｨｪｨｨ- ﾂ02ｨｪ ｨｨ 09 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ02ｨｬ ｨｰ06 ﾂｨｪ06ｨｦ 0ｨ ｨｰｨｨ080609ｨｺｨｨ ｨｬｨｪ0600ｨｨ ｨｨ ｨｪｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 09 ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ -ｨｦ ｨｰ0802ｨｰｨｨ XVIII ｨｰｨ ｨｪ04 ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨ 0 ｨC ｨｺ09ｨｰ04, ｨｺ06ｨｰ ｨｰｨ ｨｪ04 0ｨ ｨｪｨｪ0402 0ｨｨｨ 0008ｨ ｨｬｨｬ04, ｨｪｨ 07ｨｨ09ｨ ｨｪ04 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ ｨｨ ｨｰｨ ｨｰ 0906ｨ 06ｨｦ ｨｺ0609ｨｪ ｨ ｨｬ06ｨｰ04. 04ｨ ｨ 06ｨｰｨ 09 09ｨ ｨｬ04ｨｬ 08ｨ ｨｪｨｪｨｨｨｬ ｨｨ04 ｨｨｨｬ0206ｨｴｨｨ ｨ ｨｪｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609 XVIII 09. [4] (0ｨｨｨ 0008ｨ ｨｬｨｬｨ ) 002ｨｬ06ｨｪ09ｨｰ08ｨｨ08ｨｮ02ｨｰ ｨｺ0602 ｨｺｨ - ﾂ0209ｨｰ ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ 0708ｨｨ ｨｬｨ 0506ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 08ｨｪ ｨｪ ｨｨｨ 0008ｨ ｨｬｨｬｨ 2 06ｨｰ08ｨ 03ｨ 02ｨｰ 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨｮ 060ｨｪ ｨｬ02ｨｪｨｪ ｨｮｨｬ ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺｨｨｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ [7, 3], ｨ 05ｨｨ04ｨｺｨｨｨｬ ｨ ｨｪｨｨ06, ｨ ｨｪｨｪ04ｨｬ 09 ｨｰ02ｨｺｨｮｨｴｨｨｨｬｨｨ ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ 0906ｨ 04ｨｰｨｨ07ｨｬｨｨ ｨｨ ｨｪｨ 07ｨｨ09ｨ ｨｪｨｪ04ｨｬ ｨｨｨｪ 002ｨｪｨｹ, ｨｪ06 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ 09ｨｰ0608ｨ ｨｬｨｨ. 05ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨ ｨｪｨｪ ｨｨ ｨｪｨｨｨｦ ｨ 0ｨ 02ｨｰ. 00 ｨｰ06ｨｰ ｨｪｨｹ ｨｨｨｰ 02ｨｴ02 060ｨｪｨ 0008ｨ ｨｬ06ｨｰｨ [5], 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ 0706 ｨｺ06ｨｰ060806ｨｦ ｨｰｨ ｨｪｨ 09 0ｨｨｨ 0008ｨ ｨｬｨｬ02 3, ｨｨ 09 ｨｰ06ｨｰ 0302 ｨｬ ｨC 02ｨｴ02 060ｨｪｨ [6] (0ｨｨｨ 0008ｨ ｨｬｨｬｨ 4) ｨｪｨｪ ｨｰ0906 0ｨ ｨｪｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｰ08ｨ 03ｨ 02ｨｰ ｨｨｨ 0008ｨ ｨｬｨｬｨ 0. 00ｨｰ0608ｨ 07 ｨｰ0802ｨｰｨｹ XVIII ｨｰｨ ｨｪｨ 09 ｨｨ ｨ ｨｪｨｨｨｨ 009ｨｮｨｬ07 07ｨｨ09ｨｹｨｬｨ ｨｬｨｨ ｨｬ06ｨｪ ｨ ｨｺ ｨｮ09ｨ ｨｮ [5, 6] 09 08ｨ 04ｨｪｨｨ0202ｨｦ ｨｰ (0ｨｨｨ 0008ｨ ｨｬｨｬ04 5 ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06). 020ｨｪｨ ｨｺ ｨｬ ｨｰ0906 ｨｬ02030ｨｮ 0ｨ ｨｪｨｪ04ｨｬｨｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨｬｨｨ ｨｪ02 ｨｪｨ ｨ 05060ｨ 02ｨｰ ｨｨｨ ｨ ｨｬ06ｨｰｨ 0302ｨｰ08ｨ I, ｨｨｨ ｨ ｨｬ06ｨｰ ｨｬｨｨｨｨ ｨｨ 0800ｨ ｨｪｨ 09ｨｨ07, ｨｨｨ ｨ ｨｬ06ｨｰｨ ｨｪ09ｨｺ ｨ ｨｰ08ｨｨｨ 080ｨ, ｨｨｨ ｨ ｨｬ06ｨｰｨ ｨｰ06 ﾂｨｪ040 07ｨ ｨｰ08ｨｨｨ , ｨｨｨ ｨｨ09ｨｹｨｬ ｨｬ06ｨｪ ｨ 0ｨｮ09ｨ ｨｮ, ｨｨｨ ｨｨ09ｨｹｨｬ ｨｬ06ｨｪ ｨ 0ｨｮ09ｨ ｨｮ,

197 ｨｹ0209, ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII ｨｪ0202 XVIII ｨｰｨ ｨｪ ｨｪｨ 0ｨｨｨ 0008ｨ ｨｬｨｬｨ 0 7ｨC ｨｨ ｨｪｨｨ07ｨｬｨｨ ｨ, 04ｨ 09ｨｰ0607 ﾂｨｨｨｪｨ ｨｨ 09ｨ ｨｰ0603ｨｺ0609ｨ [, 3, 26] ｨｨ ｨｪｨｨ ｨ ｨｪ ｨ 04ｨｪｨｨ0202ｨｦ ｨｬ02ｨｪｨｨ ｨｬｨ ｨｺ09ｨｨｨｬｨｮｨｬ ｨ ｨｨ 06ｨｰｨｪ060907ｨｰ0907 ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬ 03ｨ ｨｪ08ｨ ｨｬ: ｨｨ07, ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺ ｨｰ090609ｨ ｨｪｨｨ02 ｨｨ 0507ｨｨ09ｨｰ ｨｪ04ｨｦ 03ｨ ｨｪ ｨｺｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｹ 0706ｨｨ09ｨｺｨ 09 [26] ｨｰ0907 ｨｨ09ｨｺ0506 ﾂ02ｨｪｨｨ02ｨｬ. 02ｨｰ00205ｨｹｨｪ06 ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 0909ｨｬ06ｨｰ0802ｨｰｨｹ ｨｨｨｪ0609ｨｰ08ｨ ｨｪｨｪ ｨｺ0609, ｨｪ02ｨｪｨｪ XVIII ｨ ｨｬｨｺｨ ｨｺｨｰｨ ｨ ｨｨ ｨ ｨｪ06 ｨｨ ｨｪ06 09 ｨｰ02ｨｺ09ｨｰ060904ｨｦ ｨｬｨ ｨｰ (09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｬｨｬ04 ABBYY FineReader ｨｨ ｨｰｨｺ ｨｺ02ｨｨｨｨ) ｨｨ09ｨｰ0608ｨｨ ﾂ0209ｨｺ ｨｰ090609ｨ ｨｪｨｨ02 [2] (0ｨｨｨ 0008ｨ ｨｬｨｬｨ 2), ｨC ｨ ｨｰｨｨｨｪ09ｨｺ ｨｺｨ ｨｨ ｨ ｨｪｨｨ07 ｨ ｨｰｨ ｨｺ0302 ｨｨ ｨｹ040609ｨ ｨｪ06 09ｨ ｨｰｨｨ08ｨｨ ﾂ0209ｨｺ ｨｨ ｨｪｨｨ02 [27] (0ｨｨｨ 0008ｨ ｨｬｨｬｨ 3) ｨC ﾂ0209ｨｺ ｨｨ 05ｨ ｨｰｨｨｨｪ09ｨｺ ｨｺ ｨｨｨ ｨ 03ｨ ｨｪ ｨ 05ｨｬｨｮ XVII03, ｨｨｨ ｨｪｨｨ00ｨ 09ｨｨ09ｨｰ02ｨｬｨ ｭ03, ｨｨｨ ｨｪｨｨｨｦ 002ｨｪｨｹ 03ｨｺｨ ｨｰ0208ｨｨｨｪ04 II03, ｨｨｨ ｨｦｨｪｨ ｨｬ040302ｨｦ ｨｨ ｨｮ0302ｨｺ03, ｨｨｨ ｨｰ08ｨ ｨｬｨｲ03, ｨｬ02 ｨｰ060006, ｨ 0405ｨｨ ｨｪ04 ｨｨ ｨ ｨｪｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0708ｨｨｨｪｨ ｨ ｨｴｨｨ0 ｨｰｨ ｨｺ ｨｪｨ ｨ 02ｨｬ06ｨｬｨｮ ｨｬｨｮ XVIII 09. (660ｨC ) [34, 35] ｨC 02ｨｨｨ 0008ｨ ｨｬｨｬ04 0,. 0306ｨｪ07ｨｰｨｨ ｨｨｨｦ XVIII 0902ｨｺ03 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨ 05ｨｨ09ｨｰｨ ｨｬｨｨ 0706 ｨｨ09ｨｰ0608ｨｨｨｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｰｨ ｨｺ ｨｨ ｨ ｨｪｨｨ ｨ ｨｪｨｨｨｨ ｨｨｨｬ0202ｨｰ ｨ ｨｨ ｨｪｨｨ07 09 ｨｰ06 ﾂｨｪ06ｨｦ 0ｨ ｨｰｨｨ080609ｨｺ06ｨｦ ｨ, 0708ｨｨｨｪｨ ｨ ｨｴｨｨ02 03ｨ ｨｪ08ｨｮ ｨｨｨｨ. 02ｨ ｨ ｨｨ ｨｪｨｨ07 06ｨｰ05ｨｨ ﾂｨ 06ｨｰ ｨ 09ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｪｨｨ04ｨｺ06ｨｦ ｨｦ 0603ｨｨｨ 06ｨｺ, ｨ ｨｪｨｪ040 ﾂ ｨ ｨｪｨｨ02ｨｬ ｨｪ ｨｨｨ ｨｨ070ｨ 03, ｨｨｨ ｨｪｨｹ ｨｨｨｦ09ｨｺ06ｨｬｨｮ ｨｮ03, ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 0ｨｨｨ 0008ｨ ｨｬｨｬ, ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 XVIII 09. ｨｪｨ 0609ｨｪ ｨｪｨｪ ｨ ｨｨｨｰｨｬｨ ｨｪ02 06ｨ 05ｨ 0ｨ 02ｨｰ ｨ 0605ｨｹ0306ｨｦ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ06 06ｨｰ ｨｬ02ｨｪｨｨ ｨ ｨｪｨｨ ｨｨ ｨｪｨｨ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰ06, ﾂｨｰ06 ｨｪ02ｨｺ06ｨｰ ｨｨ07ｨｪｨｨ02 ｨｰ02ｨｬ04, 03ｨ ｨｪ08ｨ ｨｨ ｨｬ02ｨｪｨｨ ｨ ｨｪｨｨ ｨｨ ｨｪｨｨｨｦ ｨｨ09ｨ 02ｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｮ ﾂｨ 070, 0609ｨｪ0609ｨｪ06ｨｦ 06ｨ ｨｴ02ｨｦ 0708ｨｨ ﾂｨｨｨｪ06ｨｦ 0603ｨｨｨ 06ｨｺ 0706ｨｨ09ｨｺｨ ｨｰ0907 ﾂ ｨ ｨｪｨｨ ｨｪ ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ 0ｨｨｨ 0008ｨ ｨｬｨｬ 0706ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ ｨ 0502ｨｬｨ ﾂ ｨｮ06ｨｴｨｨ ｨｪ ｨｰ0907 ｨｪｨ ｨｨｨ ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ06ｨｦ ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 0706ｨｨ09ｨｺｨ ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨ 08ｨｹ 0609ｨｪ0609 ｨｨ ｨｨｨｰｨｹ 07ｨ 08ｨ 0ｨｨ00ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07, ｨ ｨｰｨ ｨｺ0302, ｨｬ0603ｨｪ06, ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺ05ｨ 0909ｨｨ00ｨｨ02ｨｨ08ｨｮ06ｨｴｨｨ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｺｨ ｨｰ ｨｨｨｨ ｨｮ070806ｨｴ02ｨｪｨｨ07 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ04 ｨ 0405ｨ ｨ ｨｪｨ ｨｨ090060ｨｪｨ ｨｨ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 08ｨ 04ｨｬ02ｨｰｨｺｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ06ｨｦ ｨ ｨｬｨｬ ｨｺｨ ｨ ｨｮｨｴ0209ｨｰ090502ｨｪ 0706ｨｨ09ｨｺ ｨｬ02ｨｪ02ｨｪｨｪ ｨ 08ｨｨｨ ｨｪｨｰｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨｨｨｨ ｨ ｨ 05ｨｨ04ｨｪ07ｨｺｨ ｨｨ ｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ｨｨｨｪ002ｨｺ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ ｨｺ ｨｺｨｰｨｪ06 ｨｪｨ ｨｦ002ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｬ02ｨｪｨｪ04ｨｬ ｨ ｨｬ ｨ ﾂ02ｨｬ % 09ｨｰｨ ｨｮ0909ｨｺｨｨ ｨｬｨｨｨｬ ｨｪ02ｨｪｨｨ ｨ 0807, ｨｨ 09 ｨｰ02ｨｬ, ﾂｨｰ ｨｪｨｪ04ｨｦ ｨｪｨｰ 0008ｨ ｨｬｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 09ｨｰｨ ｨｮ0909ｨｺ ｨｨ ｨｬ02ｨｪｨｪ ｨｺｨ 06ｨｰ05ｨｨ ﾂｨ 02ｨｰ0907, ｨ ｨｪｨｪ04ｨｦ ｨ 08ｨｹ 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｪｨｮｨｰｨｹ ｨｺ ｨｺ02ｨｨｨｨ ｨ 05ｨｹｨｪ02ｨｦ03ｨｨ ｨ ｨｪ04 ｨｨ ｨ ｨｪｨｨ ｨｬ0209ｨｰｨｪ ｨｰ08ｨｮ0ｨｪｨｨｨｺｨ ｨｬｨｨ ｨｺｨ ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｮｨｴ0209ｨｰ09ｨｨｨｰｨｹ ｨｪ02ｨｪｨｨ02 ｨｨ ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨ ｨ 0802ｨｦ. 09ｨ ｨｦ ｨ 08ｨｹ 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ080609ｨ ｨｰｨｹ ｨ ｨｪｨ ｨｨ ﾂｨｪ06 ｨｬ ｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｨ09ｨｰ02ｨｬ ｨｨｨ 05ｨｨｨｪ0003 ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｰｨｹ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨ ｨｬｨｬｨ ｨｰｨｨｨｺ02 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ. 04ｨ 04ｨｬ02ｨｰｨｺｨ ｨ - 97

198 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨｰ ｨｮ ｨｪ09ｨｰ090609ｨ ｨｰｨｹ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ. 0305ｨ ｨｪｨｨ08ｨｮ02ｨｰ ｨ ｨｪｨｨ ｨ ｨｬｨｬ ｨ ｨ 06ｨｰ04 09 ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨ 0802ｨｬ 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ 09 ｨｺ060ｨｨ080609ｨｺ02 Unicode. 0806ｨｬ0706ｨｪ02ｨｪｨｰ04 09ｨｨ09ｨｰ02ｨｬ ｨｨｨ 05ｨｨｨｪ ｨ ｨｪｨｪ ｨｦ ｨｪ ｨｰ ｨｺｨｰｨｨ ｨｪ ｨｪｨｨ07 00ｨｪ ｨｪｨｨ ｨｰｨ ｨｰ ｨｬ0603ｨｪ04ｨｬ 09 08ｨ 0903ｨｨ0802ｨｪｨｪ06ｨｬ 0706ｨｨ09ｨｺ02 08ｨｪ002ｨｺ09, 09 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ06ｨｬ ｨｺ060807ｨｮ ｨｮ0909ｨｺ ｨｺｨ ( ) [20] ｨｪｨ ｨｪ002ｨｺ09, ｨ ｨｰｨ ｨｺ ｨｪｨ 09ｨｰ0605ｨｹｨｪ06ｨｬ 0708ｨｨ ｨｪｨｨｨｨ ｨｪｨ 05ｨｹｨｪ04ｨｦ 0706ｨｨ09ｨｺ ｨｨ ｨｮ ｨｨｨｨ, ﾂｨｰ06 09 ｨｪ02ｨｬ ｨ ｨｮ002ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｦ ｨｬ ｨ 05ｨｨ040609ｨ ｨｪｨ ｨｺｨ Unicode. 00ｨｪ ｨｪｨｨ02 ｨｬ ｨｨ ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ ｨｰｨ ｨｮ0909ｨｺ ｨｨ09ｨｺｨ 09 09ｨｨ09ｨｰ02ｨｬｨｮ 08ｨｪ002ｨｺ ｨｰｨ ｨｰ0907 ｨ ｨｮｨｪｨｨ ｨ 05ｨｹｨｪ04ｨｬ ｨｪｨｨ02ｨｬ, ﾂ02ｨｬ 08ｨ 0408ｨ ｨ 06ｨｰｨｺｨ ｨｨｨ 05ｨｹｨｪ06ｨｦ ｨｬ02ｨｰｨ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｪｨ ｨ ｨ ｨｪ002ｨｺ09.XML. 05ｨｨｨｬ ｨ ｨ ｨｪｨ 09ｨｰｨ ｨｮ0909ｨｺ06ｨｬ ｨｺ02 ｨｺ ｨｺｨｰｨｪ06 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 06ｨｰ0907 ｨｨ04 09ｨｰ0806ｨｺｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ ｨｨ09ｨｺｨ 08ｨｪ002ｨｺ09ｨ. 08ｨ ｨｺ ｨｨ ｨｮ00ｨｨ ｨｺ0609, ｨｬ0603ｨｪ06 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨｨ080609ｨ ｨｰｨｹ 0904ｨ 0608 ｨｬ ｨｨ- ﾂ0209ｨｺ ｨ 0903ｨｨ0802ｨｪｨｨ07 09ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ, ｨ ｨ 08ｨ ｨｺｨｰ0208ｨｪ04ｨｬ 09ｨｨｨｬ090605ｨ ｨｬ XVIIIｨC XIX ｨｨ 05ｨｰ06ｨｬ ｨｰｨ ｨｺ0302 ｨｪ0206ｨ 0060ｨｨｨｬ06 06ｨｰｨｺ0506 ﾂ02ｨｪｨｨ02 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ 09 ｨｨｨｪｨｰ ｨｦ09 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ ｨｨ09ｨｺｨ 08ｨｪ002ｨｺ09: 05ｨｰｨ ｨ 02ｨｪｨｪ0609ｨｰｨｹ 0708ｨｨｨｪｨｮ030ｨ 02ｨｰ ｨ ｨｴｨ ｨｰｨｹ0907 ｨｺ 08ｨ 0903ｨｨ0802ｨｪｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ 0708ｨｨ ｨｺｨ 03006ｨｬ ｨｮ06ｨｴ02ｨｬ 04ｨ ｨｰｨ ｨｮ0909ｨｺ06ｨｦ ｨ 00ｨｨｨｨ ｨｰ02ｨｦ0302ｨｬ 0905ｨｮ ﾂｨ ｨｰｨ ｨｰ ｨｬ0603ｨｪ04ｨｬ ｨｰｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｮ ｨｨ ｨｮ ﾂ0302ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬ0603ｨｪ ｨ 05ｨｨ040609ｨ ｨｰｨｹ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪｨｮ ｨｺｨｮ Unicode 09 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ06ｨｬ 0706ｨｨ09ｨｺ02 08ｨｪ002ｨｺ ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺｨ ｨｨ07 07ｨ ｨ MyStem ｨｪ02ｨｺ ｨｺｨｰｨｪ06 08ｨ ｨ 06ｨｰｨ 02ｨｰ 09 ｨｰ02ｨｺ09ｨｰ060904ｨｬｨｨ 00ｨ ｨｦ05ｨ ｨｬｨｨ 09 ｨｺ060ｨｨ080609ｨｺ02 Unicode. 020ｨｪｨ ｨｺ06 MyStem 0708ｨ 09ｨｨ05ｨｹｨｪ06 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｰ ｨｰ0208ｨｨ ﾂｨｪ0402 Unicode-ｨｺ06004 XML (ｨｪｨ 0708ｨｨｨｬ0208, &#23; ｨC 0007ｨｰｨｹ03 ｨｨ ｨｰ. 0.) ｨｬ ｨｨ- ﾂ0209ｨｺｨｨｨｬ ｨ ｨｪｨ 05ｨｨ0406ｨｬ MyStem 04ｨ ｨｬ02ｨｪ0702ｨｰ 09ｨｰｨ ｨｮ0909ｨｺｨｨ02 09ｨｨｨｬ ｨｰ0902ｨｪｨｪ04ｨｬｨｨ 09ｨｨｨｬ090605ｨ ｨｬｨｨ ｨｬ02ｨｪｨｪ ｨｺｨ (0007ｨｰｨｹ03 ｨC ｨｨ ｨｰ. 0.) ｨｨ ｨｨ ｨｨｨｰ ｨ ｨｪｨ 05ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｬ02ｨｪｨｪ ｨｮ0909ｨｺ ｨｺｨ ｨｰ05ｨｨ ﾂｨｨ02 06ｨｰ ｨｪ02ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ06ｨｦ ｨｨｨｨ 07ｨ ｨ MyStem 08ｨ 0903ｨｨ0802ｨｪｨｪ04ｨｦ 0706ｨｨ09ｨｺ 08ｨｪ002ｨｺ ｨｰｨ ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｨｨｰ0907 ｨｰ06 ﾂｨｪ06 ｨｺｨ ｨｺ 09 04ｨ ｨｨ ｨｺｨｰｨｨ ｨ ｨｪｨｨ ｨｺｨ 04ｨ 0506, ﾂｨｰ ｨｨ09ｨｺ 09 ｨｮ ﾂ02ｨｰ06ｨｬ ｨｬ ｨｨｨｨ 09 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰｨ ｨｰ0907 ｨ ｨｨｨｰｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｨ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨｬ0603ｨｪ04ｨｬ ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺｨｰｨｨ09ｨｪ04ｨｬ ｨｨ0806ｨｺ0602 ｨｰ0209ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ ｨｪｨｪ040 ｨ ｨｨｨｰｨｬ0609 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪ ｨ ｨｬｨｺｨ ｨｰ06ｨｦ ｨｹ ｨｰ ｨｪ04 ｨｰ02ｨｺ09ｨｰ04 XVIII ｨｨ00ｨｨｨｪｨ 05ｨｹｨｪ06ｨｦ ｨ 00ｨｨｨｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｰｨ ｨ ｨｪｨｪｨ ｨ ｨｬｨｬｨ, ｨｨ090060ｨｪ04ｨｦ ｨｺ060, ｨ 08ｨｨ ｨｨ ｨｰ0209ｨｰ ｨ 08ｨ ｨｰ02ｨｺ09ｨｰ ｨｰｨ ｨｪ04 ｨｪｨ 09ｨ ｨｦｨｰ02 [23] ｨ 060ｨｪ06ｨｬ 00609ｨｰｨｮ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ 0705ｨ ｨｪｨｨ08ｨｮ02ｨｰ0907 ｨｨｨｪｨｰ020008ｨ 02ｨｨ ｨｺｨｰｨ 09 09ｨ ｨｦｨｰ06ｨｬ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ [22], ｨｪｨ 09ｨｰ0607ｨｴ ｨｬ07 ｨｰｨ ｨｺ ｨ 04ｨｬ02ｨｴ02ｨｪ04 ｨｪ02ｨｺ06ｨｰ ｨ 0408ｨ ｨ 06ｨｰｨｺｨｨ ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ ｨｮ ｨｬ0600ｨｮｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨ ｨｪｨｨ07 ｨｺ060807ｨｮ ｨｰ02ｨｺ09ｨｰ0609 XVIII ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ ｨｪｨｨｨｰ0205ｨｨ 0ｨ ｨｪｨｪ ｨｺｨｰｨ ｨ 03ｨ 06ｨｰ ｨ 05ｨ 00060ｨ 08ｨｪ0609ｨｰｨｹ 04ｨ 09020ｨｮ06ｨｴ02ｨｬｨｮ ｨｺｨ 00. ｨｨ09ｨｰ0608ｨｨｨｨ 08ｨｮ0909ｨｺ ｨｺｨ ｨｨ ｨｺ0604ｨｪｨ ｨｪｨｨ ｨｨｨｺ0605ｨ 0209ｨｮ ｨ ｨｰｨ ｨｪｨｪ0402 ｨｺ06ｨｪ09ｨｮ05ｨｹｨｰｨ 02ｨｨｨｨ, ｨ ｨｰｨ ｨｺ ｨ ｨｰ ｨｺｨｨ0 ｨｺｨｪｨｨ00 ｨｨ 08ｨｮｨｺ0607ｨｨ0902ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｨｨｬ. 0906ｨ ｨ ﾂ020909ｨｺ ｨｬ02080ｨ ｨｪ060906ｨｦ ｨ ｨｰｨ ｨｪｨｪ0402 ｨｬｨ ｨｰ0208ｨｨｨ 0504 ｨｨ 00609ｨｰｨｮ07 ｨｺ 0006ｨｪ0ｨ ｨｬ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 09ｨ ｨｰ0603ｨｺ ｨｰ08ｨ ｨｬｨｲ / ｨ ｨｰ0603ｨｺ0609 // 08ｨｮｨｪ0ｨ ｨｬ02ｨｪｨｰｨ 05ｨｹｨｪｨ ｨｺｨｰ0806ｨｪｨｪｨ 07 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨ ｰ04ｨｮ0909ｨｺｨ 07 05ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ ｨｨ ｨｹｨｺ ｱ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : feb/batyush/texts/ps0/ps3/ps32002.htm. [2] ｨ ｨｰ0609ｨ ｨ 08ｨｹ 08ｨｺｨ 002ｨｬｨｨｨｨ ｨｨｨｦ09ｨｺ06ｨｦ 789ｨC ｨC6 / ｨ ｨｰ0609ｨ // 00.: ｨｨｨｬ ｨ 03ｨｺ060906ｨｦ. 200ｨC2006. [3] 008ｨ ｨｬｨ ｨｰｨ 0803ｨ ｨｪｨ , 03ｨ ｨｰ0806ｨ 080ｨ ｨｨｨｺｨ ｨ 0ｨ, 08ｨｪｨｰ ｨｨ ｨｨ ｨｰ06ｨｺｨ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : index.php?id=history.synod02. [4] 008ｨ ｨｬｨ ｨｰｨ 06ｨｬ070208ｨ ｨｰ0608ｨ 0302ｨｰ08ｨ ｨ 0006 ｨｺｨｲ 03ｨ ｨｰ0806ｨ 080ｨｮ 0806ｨｪ09ｨｰｨ ｨｪｨｰｨｨｨｪ ｨｹ09ｨｺ06ｨｬｨｮ ｨｬ06ｨｨ, 06ｨ ｨｲ ｨｮ ﾂ ｨｪiｨｨ 09ｨｲ iｨｨ ｨｰ ﾀｨｦ03ｨ ｧ9ｨｪ060ｨ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : history.synod0. [5] 008ｨ ｨｬｨ ｨｰｨ ｨｬ06ｨｨ, ｨｨ09ｨｺ0607ｨ 0806ｨｪ09ｨｰｨ ｨｪｨｰｨｨｨｪ ｨ 0ｨ, ｨｪ0609ｨ ｨｨｨｬｨ, ｨｨ ｨｪ09ｨｺｨ ｨ ｨｰ0806ｨ 080ｨ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : nasledie.russportal.ru/index.php?id=history.synod02. [6] 008ｨ ｨｬｨ ｨｰｨ ｨｬ06ｨｨ, 0803ｨ ｨｪｨ ｨｨ 0908ｨｨ09ｨ ｨｪ03ｨ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : nasledie.russportal.ru/index.php?id=history. synod02. [7] 008ｨ ｨｬｨ ｨｰｨ ｨｬ06ｨｨ, 03ｨ ｨｰ0806ｨ 080ｨ 0806ｨｪ09ｨｰｨ ｨｪｨｰｨｨｨｪ ｨ 0ｨ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : nasledie.russportal.ru/index.php?id=history. synod02. [8] 06040ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 006ｨｬ 0004ｨｮ0909ｨｺiｨｦ 03ｨ 0506ｨｬｨｪｨｨｨｺｨｲ ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [9] 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｬｨｪｨ 002ｨ ｨｰ04ｨｦ 0902ｨｺ03. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : com/8century_ru. [0] 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｨ02ｨ 03. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [] 0608ｨｬ ｨｨｨｦ [ ｨｺｨｰ ｨ 0408ｨ ｨ 06ｨｰｨｺ ｨｨ00ｨｰ ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [2] 08ｨ ｨｪｨｰ02ｨｬｨｨ ｨｪｨｨ00ｨ 096ｧ909ｨｰ07ｨｬｨ ｨｨ05ｨｨ ｨｰ0607ｨｪ0702 ｨｬｨｮ0ｨ ｨｬｨｬ020ｨ ｨｪ09ｨｺ ｨｨ / ｨ ｨｪｨｰ02ｨｬｨｨ08 // 066ｧ ｨ ｨ 0809ｨｰ09ｨｮ06ｨｴｨ ｨ ｨｪｨｺｨｰｨｲ-0302ｨｰ0208ｨ ｨｮ080ｨ. 0503ｨ ｨC [3] ｨｲ ｨ 03ｨ ｨｪ ｨ 05ｨｬｨｮ XVII / ｨｲ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : krylov_duhovnye_stixotvoreniya.pdf. [4] 09ｨｨｨｪ0009ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 06ｨｪｨｰ0208ｨｪ02ｨｰ ｨｮｨｬ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [5] 0906ｨｬ06ｨｪ ｨｨ09ｨｹｨｬ ｨｬ06ｨｪ ｨ ｨｺｨｲ ｨｮ09ｨ ｨｮ / ｨｬ06ｨｪ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : pdf/lomonosov_ pismo_ shuvalovu_..76.pdf. [6] 0906ｨｬ06ｨｪ ｨｨ09ｨｹｨｬ ｨｬ06ｨｪ ｨ ｨｺｨｲ ｨｮ09ｨ ｨｮ / ｨｬ06ｨｪ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : shuvalovu_ 753.pdf. [7] 00ｨ ｨｪｨｮ09ｨｺ08ｨｨ07ｨｰ. 06ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ0609ｨ 07 09ｨｨ09ｨｰ02ｨｬｨ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] // 09ｨ ｨ 0608ｨ ｨｰ0608ｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ 00ｨｨ ｨｨ ﾂ0209ｨｺｨｨ0 08ｨ ｨ 06ｨｰ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : manuscripts.ru. [8] 00ｨ 0800ｨｮ05ｨｨ ｨｰ08ｨ ｨｪ09ｨｰ0906 ｨｨ 0502ｨｺ09ｨｨｨｺ060008ｨ 00ｨｨ ﾂ0209ｨｺｨ ｨｰｨｨ080609ｨｺｨ ｨｺ0609, ｨｨ ｨｹ04ｨｮ06ｨｴｨｨ0 0905ｨ 0907ｨｪ09ｨｺｨｮ ｨ 00ｨｨｨｺｨｮ / ｨ 0800ｨｮ05ｨｨ09 // ｨ ｨｪｨｨ

199 ｨｹ0209, ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII 09. ｨｨｨｪ000608ｨｬｨ ｨｰｨｨｨｺ02. 08ｨ 04ｨ ｨｪｨｹ: 02ｨｰ02 ﾂ0209ｨｰ0906, ｨC52. [9] 00ｨ 0800ｨｮ05ｨｨ ｨ 09ｨｺ05ｨ 0ｨｺｨ ｨｺ05ｨ 09ｨｨｨ ｨｰｨｮ ｨ ｨ 06ｨｰ ｨｮ0909ｨｺ ﾂｨｪ04ｨｬｨｨ ｨｰ02ｨｺ09ｨｰｨ ｨｬｨｨ XVIIIｨCXIX 0902ｨｺ0609 / ｨ 0800ｨｮ05ｨｨ09 // ｨ ｨｪｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨｨｺ02. ｨC 08ｨ 04ｨ ｨｪｨｹ: 02ｨｰ02 ﾂ0209ｨｰ ｨC ｨC38. [20] 0ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ ｨｺ060807ｨｮ09 08ｨｮ0909ｨｺ ｨｺｨ // ｨｨｨ 02ｨｨ07 000ｨ 02ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ ｨｺ060807ｨｮ09 08ｨｮ0909ｨｺ ｨｺｨ 03 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [2] 0200ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ 06ｨｪ09ｨｰｨｨｨｰｨｮｨｰｨ 08ｨｮ0909ｨｺ06ｨｦ 05ｨｨｨｰ0208ｨ ｨｰｨｮ (03ｨｮ03ｨｺｨｨｨｪ09ｨｺｨｨｨｦ 006ｨｬ) [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [22] 0200ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ 0ｨ ｨｮ ﾂｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ ｨｨｨｬ ｨ ｨ ﾂ020909ｨｺ ｨ 04ｨ ｨｪ09ｨｺ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰｨ ｨｨｨｬ ｨｪｨｨｨｪｨ. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [23] ｨｺｨｰ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ 09ｨｰｨ ｨｮ0909ｨｺｨｨ0 ｨｰ02ｨｺ09ｨｰ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [24] ｨｺｨｰ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｰ02ｨｺ09ｨｰｨ 03 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [25] ｨｺｨｰ 0004ｨｮ0909ｨｺiｨｦ 0706ｨｨ09ｨｺｨｲ03 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [26] 04ｨ 09ｨｰ0607 ﾂｨｨｨｪｨｲ ﾀ0ｨｪ06ｨｦ 002ｨｪｨｹ 03ｨｨ04ｨｪｨｨ ｨｨｨｬ070208ｨ ｨｰ08ｨｨ ｨｺｨ ｨｰ0208ｨｨｨｪ04 II ｨｨ ｨｦ 002ｨｪｨｹ 02ｨ 0809ｨｰ090609ｨ ｨｪ ｨｬ070208ｨ ｨｰ0608ｨ 03ｨ 0905ｨ I / ｨ 09ｨｰ0607 ﾂｨｨｨｪｨｲ // ｨｺｨｰ 000ｨ ｨｨ ｨｰ06ｨｦ 04ｨｮ09ｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : russportal.ru/ index.php?id=histrus.rastopchin. [27] 04ｨｮｨ ｨ ｨｪ ｨｦｨｪｨ ｨｬ040302ｨｦ ｨｨ ｨｮ0302ｨｺｨｲ / ｨｮｨ ｨ ｨｪ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ02 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : imwerden.de/pdf/ruban_vojna_myshej_i_ lyagushek.pdf. [28] 04ｨｮ0909ｨｺｨｨｨｦ 00ｨｨ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｰｨ 05 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [29] ｨ ｨｨ ﾂ ｨｮ0909ｨｺｨｨｨｦ ｨｬ ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｨ 09ｨｨｨｪｨｰ ｨｪ0208ｨ 02ｨｨ02ｨｦ ｨｬ ｨｦ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪ ｨｨ09ｨ ｨｪｨｪ ｨ / ｨ ｨｨ ﾂ, ｨ // 02ｨｨｨ ｯ98. ｨC 08ｨ 04ｨ ｨｪｨｹ, ｨC ｨC552. [30] ｨ 08ｨｹ 08ｨｺｨ 002ｨｬ07ｨｨ ｨｦ09ｨｺ06ｨｦ. 06. ｨC6. ｨC 0503ｨ.: 06ｨｬ070208ｨ ｨｰ060809ｨｺｨ 07 08ｨｺｨ 002ｨｬ0707 0ｨ ｨｮｨｺｨｲ, 789ｨC794. [3] ｨ ｨｴ0209ｨｰ ｨｨ09ｨｹｨｬ02ｨｪｨｪ0602 ｨｪｨ ｨｨ ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [32] 05ｨｰｨ ｨｰｨｨｨｪ ｨｺｨｰ ｨｨ ｨｺｨ 03 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] / ｨｰｨ ｨｰｨｨｨｪ [ｨｨ 008.] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [33] 08ｨｨ05ｨｨ ｨｨ ﾂ ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪｨ 07 ｨｰ020ｨｪ ｨｨ ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ ｨｨ040ｨ ｨｪｨｨ ｨ ｨｺｨ 002ｨｬｨｨｨｨ ｨｨｨｦ09ｨｺ06ｨｦ 789ｨC / ｨｨ05ｨｨ ｨｨ ﾂ // 00ｨ ｨｰ0208ｨｨｨ ｨｮｨｪｨ 08. ｨｪｨ ｨｮ ﾂｨｪ. ｨｺ06ｨｪ ｨｬ02ｨｪｨｪ0402 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ ｨｨ 07ｨｨ09ｨｹｨｬ02ｨｪｨｪ0602 ｨｪｨ ｨｨ0203 ( ｨｺ, 3ｨC 7 ｨｨ ). ｨC ｨｺ: ｨC ｨC 78. [34] ｨ 09ｨｺ0609ｨｲ i070ｨ / ｨ 09ｨｺ0609ｨｲ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : kheraskov_rossiada.pdf. [35] 0ｨｨ0ｨｬｨ ｨｰ ﾀ09ｨｪｨｹ iｨｦ09ｨｺ06ｨｬｨｮ ｨｮ / ｨｨ0ｨｬｨ ｨｰ // 00Im Werden Verlag ｨｺ06ｨｬｨｬ0208 ﾂ0209ｨｺ ｨｺｨｰ0806ｨｪｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨｨｨｬ 00609ｨｰｨｮ07ｨ : shikhmatov_pesn_possijskomu_slovu.pdf. [36] 06ｨｪ02ｨｨｨｺ ｨｨ ｨｨｨｺｨｨ07020ｨｨ0703 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [37] 06ｨｪ02ｨｨｨｺ ｨｨ07 ｨｺｨｮ05ｨｹｨｰｨｮ ｨｰ060809ｨｺｨｨｨｦ ｨｺｨｰ ｨｺ09ｨ ｨｪ008ｨ 0906ｨｺ03ｨｨ02ｨｺ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : ec-dejavu.ru. [38] 0703ｨｨｨｺ ｨ 060ｨｪ06ｨｬ ｨｬ02ｨｰ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ 09ｨｰｨ ﾂｨ ｨｰｨｪ040 ｨｨ 08ｨｮｨｺ0607ｨｨ09ｨｪ040 ｨｰ02ｨｺ09ｨｰ0609 / ｨｨｨｺ0609 // ｨ ｨｪｨｨ ｨｨｨｪ000608ｨｬｨ ｨｰｨｨｨｺ02. ｨC 08ｨ 04ｨ ｨｪｨｹ: 02ｨｰ02 ﾂ0209ｨｰ ｨC ｨC32. [39] Philologica. 0209ｨｮ ﾂｨｪ04ｨｦ 03ｨｮ08ｨｪｨ ｨｮ0909ｨｺ06ｨｦ ｨｨ ｨｰ ｨｰｨｨ- ﾂ0209ｨｺ06ｨｦ 00ｨｨ ｨｨｨｨ [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : [40] Segalovich I. A fast morphological algorithm with unknown word guessing induced by a dictionary for a web search engine / I. Segalovich // 03ｨｮｨ 05ｨｨｨｺｨ 02ｨｨｨｨ 0906ｨｰ08ｨｮ0ｨｪｨｨｨｺ ｨｪ002ｨｺ0903 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : company.yandex.ru/articles/iseg-las-vegas.html. [4] Solovyev V. Electronic Library of Russian Books of the XVIII Century: Problems and Perspectives / V. Solovyev // Proc. International conf. London-EVA ｯ05. London ｨC 335. Search in Russian Text Collections of the XVIII Century V. Solovyev, I. Margulis The investigation of Old-Russian texts becomes much easier with the use of their digital versions as the materials are acceptable not only for researches from big university centers. Digital versions of old texts are created by the biggest libraries of the world including the Russian State Library. The necessity and different aspects of digitization of old writing were analyzed in detail in the work Solovyev V. Electronic Library of Russian Books of the XVIII Century: Problems and Perspectives. Proc. International conf. London- EVA ｯ05. London First of all the investigation of Old-Russian texts requires the development of morphological analyzers and search programs, oriented to word-changing in the Old Russian language. It looks much more promising to adapt contemporary algorithms of morphological analysis and search for the Old Russian language, using electronic dictionary of the XVIII century for solving the problem. The direct and reversed electronic dictionaries of the XVIII century were compiled during the project implementation for the first time. We developed the program for local search of words of ancient spelling taking into account word-changes for the Russian language of the XVIII century. The program is an installed extension for MS Word. We have been working on text corpuses of the XVIII century, in which the results of the work may be used. The research is supported by RFBR and RFH. 99

200 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨｮ06ｨｴ02ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ02ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ﾂ ｨｪ020309ｨｺｨｨｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ ｨ 0302ｨｪ ｨｪ020309ｨｺｨｨｨｦ ｨｮ0ｨ 0809ｨｰ0902ｨｪｨｪ04ｨｦ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨｰ ﾂ02ｨｰ ｨｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨ07, ｨｪｨｪ ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｰ- ﾂ02ｨｰ ｨｨｨｰ 0607ｨｨ09ｨ ｨｪｨｨ02 04ｨ 0ｨ ﾂｨｨ, ｨｬ02ｨｰ ｨｨ ｨ ｨｪｨｨ07, 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｦ09ｨｰ09ｨ 0902ｨ -0008ｨ ｨ 0405ｨｨ ﾂｨｪ040 08ｨｮｨ 08ｨｨｨｺ, ｨｨ ｨ ｨｪ ｨｨ07ｨｪｨｨ ｨｬ04 06ｨｰｨ 0608ｨ ｨｪ ｨｮ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｬ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 09ｨｨ05ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ. 04ｨ 0909ｨｬ06ｨｰ0802ｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｪｨｪ ｨ 09ｨｰ0608ｨ ｨｬｨｨ ｨ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｪｨｨ ｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ ｨｰｨｹ 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｪ04ｨｪ ｨ ｨｨ09ｨｺｨ ｨ ｨｪｨｰｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨｨ 0902ｨ ｨｮ , ｨｰ06 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ 00609ｨｰｨｨ00ｨ 06ｨｰ ｨｨ 0706ｨｨ09ｨｺ ｨ ｨｺｨ ｨｰｨ ｨ ｨｬ, ｨｬｨｨ08ｨｮ02ｨｬ04ｨｬ ｨｮ09ｨｨ05ｨｨ07ｨｬｨｨ ｨｦ-05ｨｺ ｨｰ0609 (0708ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ06ｨｬ 08ｨ 04ｨｬ ｨｺｨ ｨｰｨ ｨ ｨｨ ｨ 09ｨｨ05ｨｹｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0802). 0308ｨｨ 05ｨｰ06ｨｬ, 060ｨｪｨ ｨｺ06, ｨｺｨ ｨｰｨ ｨｨ 06ｨ 05ｨ 0ｨ 06ｨｰ ｨｬ ｨｹ0204ｨｪ040 ｨｪ ｨｰｨ ｨｰｨｺ0609, ｨｰｨ ｨｺｨｨｨｬｨｨ ｨｺｨ ｨｺ ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪｨ ｨｪ06ｨｰｨ ｨｨ ｨ ｨｺｨｰｨｮｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｰｨｺｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨｨｨ ｨｮ ｨｪ02ｨｪｨｨ07 ｨｺｨ ｨｰｨ ｨｮｨｰ02ｨｬ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｬｨ 05ｨｹｨｪ040 ｨｬ02ｨｰ060ｨｨｨｺ ｨｪｨｺｨｨ ｨｨｨｬ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪ02 ｨｬ0600ｨｮｨｰ 06ｨ ﾂｨｨｨｰｨｹ ｨｰｨ ｨｺ ｨｮ080609ｨｪ07 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｺｨ ｨｺ 09 05ｨｺ ｨｰｨｪ06ｨｬ 09ｨ 08ｨｨｨ ｨｪｨｰ02, 05ｨｨｨ 06 ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｺｨｰｨｨ09ｨｪ04 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 04ｨ ｨｰ08ｨ ｨｰ ｨｬ02ｨｪｨｨ ｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ ｨｮ ｨｮ ｨｰ02ｨｬ 0005ｨｺ ｨｰｨｪｨ ｨｪｨｺｨ ｨｨｨｬ0206ｨｴｨｨ ｨｰｨｨ 0002ｨ ｨｮ ｨｺ ｨｪｨｪ ｨｪ0702ｨｰ ｨ ｨｬｨｨｨｬｨｨ ｨｹ040609ｨ ｨｰ020507ｨｬｨｨ 0ｨ ｨｪｨｪ06ｨｦ 0902ｨｰｨｨ ｨｨ ｨ ｨｪｨｪ ｨ 03ｨ 02ｨｰ ｨｨ ｨｬｨｨ08ｨｮ02ｨｬ040 ｨｨｨｬｨｨ 0908ｨｮ ﾂｨｪｨｮ06 00ｨｨ ｨｺ. 020ｨｪｨ ｨｺ ｨｺ03 00ｨｨ ｨｺ 09 HTML ｨｪ02 06ｨ 05ｨ 0ｨ 02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ06ｨｦ 09ｨｰ020702ｨｪｨｹ ｨ 04ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｰ060006, ﾂｨｰ06ｨ 04 ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨ 04ｨｨｨｰｨｹ ｨｨｨｪｨｰ02ｨｪ02ｨｨ06 ｨｨ ｨ ｨｰ ｨｰ06ｨｬｨｮ ｨｪｨ 0609ｨｪ ｨ 00ｨ 00ｨｨ ｨｺ ｨｨｨｬ0206ｨｰ ｨｹ0204ｨｪ0402 ｨｪ ｨｰｨ ｨｰｨｺｨｨ ｨｨ ｨｮ070409ｨｨｨｬ0609ｨｰｨｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ09ｨｺ060904ｨｬｨｨ 0907ｨ ｨｬ0208ｨ ｨｬｨｨ. 0602ｨｬ ｨｪ02 ｨｬ02ｨｪ0202, ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨｰｨ ｨｰ 00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｬ020ｨ ｨｪｨｨ04ｨｬ ｨｨｨｪｨｰ020008ｨ 02ｨｨｨｨ 08ｨ ｨｪｨｪ ｨｰｨｨ 05ｨｺ ｨｰｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ, 006ｨｰ07 ｨｨ ｨｪ ｨｰ ｨｨ 05ｨｰ06ｨｬ 09ｨ ｨｬ ｨｰｨ ｨｰ06 ﾂｨｪ04ｨｬｨｨ. 0808ｨ ｨｦｨｪ02 ｨｪ0206ｨ 0060ｨｨｨｬ04ｨｬ ｨｪ02ｨｪｨｨ02ｨｬ ｨｰ0907 ｨｺ ｨｺｨｰｨｨ080609ｨｺｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｰｨ ｨｺｨｨｨｬ ｨ 06ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｬ06ｨｴｨｹ ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｪｨｪ ｨ ｨｮ ｨｹ03ｨｨｨｪ09ｨｰ ｨ ｨ 06ｨｰ 0706 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 08ｨｮｨ 08ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ, 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ ｨｬ02ｨｰ060ｨ 0 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｰ02ｨｺ09ｨｰｨ 09ｨｰ08ｨ ｨｪｨｨ ｨｺ06ｨｰ ｨｨ04 ｨｬ02ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨ ｨ 06ｨｰｨ 0 [ｨC2]. 08ｨ ｨｺ ｨｮｨｺｨ ｨ 02ｨｰ [3ｨC4], 0708ｨｨ ﾂ02ｨｪｨｨ02 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04 ｨｺｨ ｨｰｨ ｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ, ｨｪｨ ｨｴｨｨｨｬｨｨ ｨｪ02 ｨｺｨ ｨｰｨ ｨ, ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ. 00 [4] 0708ｨｨ ｨｪｨ ｨｨ00207 ｨｺ06ｨｬｨ ｨｨｨｪｨｨ080609ｨ ｨｪｨｪ (ｨｮ ﾂ02ｨｰ 00ｨｨ ｨｺ + ｨ ｨｪｨ 05ｨｨ04 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨ ) ｨｬ02ｨｰ060ｨ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｪ ｨｪｨ ｨｪ ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｮ0006ｨｦ 09ｨｰ060806ｨｪ04, ｨｨｨｬ0206ｨｰ , 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｨ09ｨｺ0506 ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｪｨ ｨ ｨｪｨ 05ｨｨ0402 ｨｰ ｨｨｨｨ 00ｨｨ070208ｨｰ02ｨｺ09ｨｰ ｨ 00ｨ, 09 ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ, ｨｪｨ 0609ｨｪ ｨｪｨｨ07 04ｨ 0ｨ ﾂｨｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨ ｨ 06ｨｰ02 [5] 0607ｨｨ09ｨ ｨｪｨ 09ｨｮｨｰｨｹ ｨｰｨ ｨｺｨｨ , ｨｨ ｨ ｨｪ ｨｨ09ｨ ｨｪ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ 0706 ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0902ｨ -0008ｨ 00ｨ, ｨｰ080602ｨｪｨｪ ｨｪｨ 0609ｨｪ ｨｮ , ｨｰ040 ｨｨ04 ｨｺｨ ｨｰｨ ｨ DMOZ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0706ｨｺｨ 04ｨ 05ｨｨ ｨｺｨｮ06 09ｨｰ020702ｨｪｨｹ ｨｺ0804ｨｰｨｨ ｨｮ ﾂ02ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ DMOZ ｨｪｨｨｨｰ0205ｨｹｨｪ0402 ｨｬ060ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ ｨ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 08ｨ 0909ｨｬ06ｨｰ0802ｨｪ04 09 [6]. 0809ｨｰ0608ｨ ｨｬｨｨ ｨ 0405ｨｨ ｨｪ06 [7] ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｮ0302 ｨｨｨｬ0206ｨｴｨｨ ｨ -ｨｺｨ ｨｰｨ ｨｮ ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｮ0804 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ- ﾂ0209ｨｺｨｨ0 0902ｨ ｨ ｨｴ0209ｨｰ09. 05ｨ ｨｬｨ ｨｮ08ｨ 0609ｨｪ ｨ 02ｨｰ0907 ｨｪｨ ｨｪｨｨｨｨ ｨｬｨｨ080609ｨ ｨｪｨｪ06ｨｬ ｨｪｨ 0609ｨｪ ｨｪ ｨｮ ｨｺｨ 05ｨｹｨｪ06ｨｬ 0902ｨ -0008ｨ 0002 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 09ｨｨ05ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨ ｨｨｨｰｨｬｨ 06ｨ 08ｨｹ07ｨｪｨ. 0507ｨｨ0906ｨｺ ｨｪｨｪ ｨ ｨｮ ｨ ｨｰ02ｨｬ ｨ 02ｨｰ ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨ 09ｨｪ02ｨｪｨｨ07 ｨｨ ｨｨｨｬ ｨｨｨｬ04ｨｬ ｨｪ ｨｮ ｨｰ ｨ 0405ｨ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨ ｨｺ06ｨｬ070502ｨｺ09ｨｪｨ 07 ｨｬ02ｨｰ060ｨｨｨｺｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 ｨｪｨ 0609ｨｪ ｨｮ ﾂ02ｨｰｨ ｨｺｨ ｨｺ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 06 00ｨｨ ﾂｨｪ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｰｨｨ, ｨｰｨ ｨｺ ｨｨ ｨｨｨｬ06ｨｬ ｨｮ ｨｰ060ｨｨｨｺｨ, ｨ ｨｬｨｬｨｪｨ ｨ 05ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨｨ090060ｨｪ0402 0ｨ ｨｪｨｪ ｨｨ09ｨ ｨｪｨｨ02 ｨｬ02ｨｰ060ｨｨｨｺｨｨ ｨｪｨｪ ｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｰ0205ｨｹｨｪ06ｨｬ ｨｪ02ｨｪｨｨｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 05ｨｰｨ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, 09ｨｺ0506 ﾂｨ 06ｨｴｨｨ0: ｨｰ080602ｨｪｨｨ ｨｺｨ 05ｨｹｨｪ ｨ -0008ｨ 00ｨ ｨｪｨ 0609ｨｪ online ｨｮ0804 ( ｨｪ02ｨｪｨｨ07 04ｨ ｨ ｨ ｨｰ060806ｨｬ [link=url] ﾂ ｨｨ09ｨｰ02ｨｬｨｮ Yandex.XML) ｨｨ 0904ｨ 08ｨ ｨｪｨｪ ｨｪ ｨｮ ; ｨｨ ﾂ02ｨｪｨｨ ｨ ｨｪｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｨ ｨｮｨｺ08ｨｮ07ｨｪ02ｨｪｨｨ02 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 09ｨｨ05ｨｹｨｪ06ｨｦ ｨ ｨｪｨｪ0609ｨｰｨｨ (080505) ｨｬ02ｨｪｨｪ040 ｨｮ ( ﾂｨｰ ｨｰ ｨｨ04ｨ ｨ 09ｨｨｨｰｨｹ ｨｰ 00ｨｨ ｨｦ, ｨｬｨｨ08ｨｮ06ｨｴｨｨ0 ｨｪｨ 09ｨｨ00ｨ 02ｨｨ06ｨｪｨｪｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 0902ｨ -09ｨ ｨｦｨｰ0609 ｨｨ 06ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ ｨｨ0706ｨｴｨｨ0 ｨｪｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｨ); ｨｪｨｺｨｮ ｨｮｨｺ08ｨｮ07ｨｪ02ｨｪｨｪ06ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪ- 200

201 ﾂ0209, ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 ｨｰ04 ｨｪｨ 0609ｨｪ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ﾂｨｨ090502ｨｪｨｪ06ｨｦ ｨｪｨｺｨｨ 09 0ｨ 05ｨｹｨｪ02ｨｦ03ｨｨｨｬ 08ｨ ｨｪ03ｨｨ080609ｨ ｨｪｨｨ02ｨｬ ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ ｨｪｨｺｨｨ. 0ｨ 08ｨｨ ｨｨ ｨｪ ｨｪ0609ｨｪ ｨｰｨ ｨｴｨｨ02 ｨｺ06ｨｬ070502ｨｺ09ｨｪ06ｨｦ ｨｬ02ｨｰ060ｨｨｨｺｨｨ ( ﾂｨ 09ｨｰｨｪ0402 ｨｬ02ｨｰ060ｨｨｨｺｨｨ ｨｨ ｨ ｨｨｨｰｨｬ04), 0802ｨ 05ｨｨ04ｨｮ06ｨｴｨｨ ｨ 00ｨ 02ｨｬ04ｨｦ ｨｰ060ｨｨｨｺｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ﾂｨｨ090502ｨｪｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨｰ ｨｪｨ 0609ｨｪ ｨｪ ｨｮ ｨｬｨｨ080609ｨ ｨｰｨｹ 0907ｨｨ0906ｨｺ ｨｺ0506 ﾂ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ, ﾂ020006, ｨｨ002ｨｪｨｰｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ0402 ﾂ0502ｨｪ ｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｪｨｨ09ｨ 06ｨｰ0907 ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｨ09ｨｺｨ ｨｨ0 ｨｺ0506 ﾂ ｨｺ0506 ﾂ020904ｨｬ ｨ ｨｬ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨｨｬ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｮ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ. 00 ｨｨｨｰ ｨｺｨ 03006ｨｬｨｮ ﾂ0502ｨｪｨｮ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ 09ｨｰｨ 09ｨｨｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨｪｨｪ04ｨｦ 08ｨ ｨｪ ｨｨ09ｨ ｨｪｨｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ 04ｨｨ ｨｬ070502ｨｺ09ｨｪｨ 07 ｨｬ02ｨｰ060ｨｨｨｺｨ 06ｨ ｨｪｨ 08ｨｮ0302ｨｪｨｨ07 ｨｨ ｨｪｨｺｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 09ｨｨ05ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ (080505) 0ｨ 08ｨｨ ｨｨ ｨｪ 0708ｨｨｨｬ ｨ 00ｨ ｨｨ04 3 ｨｮ ｨｨ 08ｨ 04ｨ ｨｨ02ｨｪｨｨ ｨｪｨ ｨ ｨｪｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨ 04ｨ ｨｨ02ｨｪｨｨ ｨ -0008ｨ 00ｨ G(V,E) ｨｪｨ ｨ ｨｪｨｪ ｨｨ ｨｨｨｬ ｨ 04ｨ ｨｨ02ｨｪｨｨ ｨ -0008ｨ 00ｨ ｨｪｨ ｨ ｨｪｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨ ｨｨｨｰｨｬ 06ｨ 08ｨｹ07ｨｪｨ. 02ｨｪ 0609ｨｪ0609ｨ ｨｪ ｨｪｨ ｨｮ06ｨｴｨｨ0 0708ｨｨｨｪ02ｨｨ07ｨ , ｨｨｨｪ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨ 08ｨ ｨｰｨｪ06ｨｬ ｨｰ ｨｨ ﾂ0209ｨｺ06ｨｬ ｨｺ02, ｨｰ06ｨｬｨｮ, ｨｺ06000ｨ ｨｬ ｨｰｨｨ00ｨ 02ｨｬ ｨｺ06ｨｪ02ｨ 0802ｨｺｨｮ0809ｨｨ09ｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｺｨ ｨｺ06ｨｦ-05ｨｨｨ ｨｨｨｪ04, ｨｬ04 04ｨｪｨ 02ｨｬ, ﾂｨｰ06 ｨｮ0302 ｨｪ ｨｰ0802ｨｰｨｨｨｬ ｨｪｨｨ 060ｨｪ06ｨｦ ｨｨｨｪ04 ｨｨ04 ｨｰ06ｨｦ ｨｨ05ｨｹｨｪ06ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04 (09 09ｨｨ05ｨｮ ｨｰ060006, ﾂｨｰ ｨｨｨｪ04, 00609ｨｰｨｨ03ｨｨｨｬ0402 ｨｨ04 05ｨｰ06ｨｦ ｨｨｨｪ04, ｨｮ ｨ 08ｨ ｨ 06ｨｰｨ ｨｪ04) ｨｰ , 06ｨ 08ｨ ｨｰｨｪ ｨｨ ｨ ﾂｨｨ09ｨ 06ｨｰ 09ｨｰ060806ｨｦ 07ｨｮｨｰｨｹ ｨｨ04 060ｨｪ06ｨｦ ｨｨｨｪ ｨｮ00ｨｮ06 ｨｨ ｨ 06ｨｰ ｨｬ02030ｨｮ 0906ｨ 06ｨｦ 09ｨｨ05ｨｹｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｨｨｬｨｮｨｴ0209ｨｰ ｨｰ ｨ ｨｨｨｰｨｬｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨ ｨｨｨｰｨｬ06ｨｬ 08ｨ 09ｨ 08ｨ ｨｦ06, ｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｰ0605ｨｹｨｺ06 060ｨｪ ｨ ｨ 00ｨｮ ｨｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨｨｨ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ 06ｨ 08ｨ ｨｴ02ｨｪｨｨ ｨ ｨｪｨｪ ｨ ( ﾂｨｰ06 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨ -0008ｨ ) ｨｹ04ｨｮ ｨｺｨｮ0809ｨｨ09ｨｪｨｮ06 00ｨｮｨｪｨｺ02ｨｨ ｨｨ09ｨｺｨ ｨｮｨ ｨｨｨｪｨｮ, ｨ ｨｨｨｰｨｬ ｨｰ ｨｺｨ 03006ｨｦ ｨｨｨｪ ｨｨｨｪｨｮ 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨｪ06ｨｬ020806ｨｬ, 00609ｨｰｨｨ03ｨｨｨｬｨｮ06 ﾂ ｨ 08ｨ ｨｰｨｪｨｮ ｨｹ ｨｨ ｨ ｨｰ06ｨｬｨｺｨ. 06ｨ ｨｺ ｨｰｨ 00ｨｮｨｪｨｺ02ｨｨ07 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｬｨ 0909ｨｨ09, ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｪ04ｨｦ ｨｪ06ｨｬ0208ｨ ｨｬｨｨ ｨｨｨｪ, ｨ ｨｪ02ｨｪｨｨ07 09ｨｨ05ｨｹｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ, ｨｨ 09ｨｰ02ｨｺ ｨｰ ｨｨ09ｨ ｨｪｨｨ07 ｨｰ02ｨｺｨｮｨｴ ｨｮｨｰｨｨ 0706ｨｨ09ｨｺｨ. 02ｨｪｨ 0706ｨｬ02ｨｴｨ 02ｨｰ 09 09ｨｰ02ｨｺ ｨｨｨｬ02ｨｪｨ ｨｨｨｪ ｨｪｨ ｨｺｨｮ0809ｨｨ09ｨｪｨｮ06 00ｨｮｨｪｨｺ02ｨｨ06, ｨ 04ｨ ｨｰ02ｨｬ 0904ｨｰｨ 05ｨｺｨｨ09ｨ 02ｨｰ ｨｨ0 ｨｨ04 09ｨｰ02ｨｺｨ ｨｨ ｨｪｨ 04ｨｪｨ ﾂｨ 02ｨｰ ｨｪ06ｨｬ0208ｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ ｨｴ02ｨｪｨｨ ｨｪ ｨｬ02ｨｪｨｰｨ ｨｺｨ 03006ｨｦ 09ｨｨ05ｨｹｨｪ06ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｬ 05ｨｰ06ｨｰ ｨ ｨｨｨｰｨｬ ｨｰ080602ｨｪ ｨｪｨ ｨｬ0603ｨｪ0609ｨｰｨｨ 09 ｨｺ06ｨｪ ｨｺｨｮ0809ｨｨ09ｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 06ｨｰ ｨｨ09ｨ ｨｰｨｹ ｨｺｨ 09 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨｪ06ｨｬ020806ｨｬ, 00609ｨｰｨｨ03ｨｨｨｬ ﾂ ｨｪｨｮ ｨｴｨｮ ｨｹ ｨｨ ｨｰ06ｨｬｨｺ0609 ｨｺｨ ｨｮ0405ｨ ｨｬ07, ｨｪ0206ｨ 0060ｨｨｨｬ0602 ｨ ｨｨｨｰｨｬｨｮ ｨｪｨ 0706ｨｨ09ｨｺ ｨ ｨｪｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 05ｨｨｨｪ02ｨｦｨｪ06 - O(V+E) ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨｨｰｨｬ ﾂｨｨ090502ｨｪｨｪ06ｨｦ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ (00ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ﾂ0502ｨｪ ) ｨ 0204 ｨｮ ﾂｨ 09ｨｰｨｨ07 05ｨｺ ｨｰ ｨｪ0609ｨ ｨｪ ｨｪｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ040 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ ｨｰ02ｨｺ09ｨｰｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｬｨｨ ﾂｨ 09ｨｰ06ｨｰｨｪ04ｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ ｨｪ ｨｮ ｨ ｨｴ0209ｨｰ ｨｨｨ 0008ｨ ｨｬｨｬｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 002ｨｦ09ｨｰ09ｨｨｨｦ ｨｰ ｨ ｨｨｨｰｨｬｨ 0708ｨｨ ｨｪｨ ｨｪｨ 08ｨｨ ｨ ｨｴｨ 07 ｨｨ00207 ｨ ｨｨｨｰｨｬｨ 04ｨ ｨｺ0506 ﾂｨ 02ｨｰ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｨ ｨｪ ｨｮ ｨｰ0907 ｨｺ0506 ﾂ ｨ, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ02 ｨｨ0 ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｮ, 04ｨ ｨｰ02ｨｬ ｨｨ090060ｨｨｨｰ 06ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 05ｨｰｨｨ ｨｨ0906ｨｺ, ｨｰｨ ｨｴｨｨｨｦ 0906ｨ 06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｮ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｬ ｨｪ ｨｮ ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ ｨｪ06, ﾂｨｰ06 06ｨｪｨｨ ｨｪ ｨｰ0902ｨｰ09ｨｰ090609ｨ ｨｰｨｹ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02, ﾂｨｰ06 ｨｨ ｨｰ 0708ｨｨｨｬ02ｨｪ07ｨｰｨｹ ｨｰｨ ｨｺ06ｨｦ ｨ ｨｺ0506 ﾂ ｨ ｨｺｨ ﾂ0502ｨｪｨ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ 0908ｨ 09ｨｪｨｨ09ｨ 06ｨｰ ｨｺ0506 ﾂ020904ｨｬｨｨ ｨ ｨｬｨｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ, ｨｨ ｨｰ020702ｨｪｨｨ ｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｨ ｨ 02ｨｰ ｨｨｨｪｨ ｨｪ0609ｨｰｨｨ ｨｺ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｦ09ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｨ. 05ｨｪｨ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ t 09 ｨ ｨｨｨｰｨｬ02 ( ｨ ｨｰ ｨｦｨｰｨｨｨｪ00 ｨｺ0506 ﾂ ) 09ｨｰ06ｨｨｨｰ 0904ｨ ｨｨ08ｨ ｨｰｨｹ, 08ｨｮｨｺ ｨｰ09ｨｮ0709ｨｹ 04ｨ ｨｺ06ｨｪｨ ｨｬｨｨ 00ｨｨ0700ｨ. ﾁｨｨ090502ｨｪｨｪｨ ｨｪｨｺｨ 0708ｨｨｨｪｨｨｨｬｨ 02ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨ04 0ｨｨｨ 07ｨ 0406ｨｪｨ ｨｪ0206ｨｰ08ｨｨ02ｨ ｨｰ0205ｨｹｨｪ ｨｴ0209ｨｰ0902ｨｪｨｪ040 ﾂｨｨ [0;]. 0308ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ ｨｬ ｨｬ ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｬ 0708ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨｺ0506 ﾂ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ 0802ｨ 05ｨｨ040609ｨ ｨｪ06 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ ｨ ｨ ｨｬｨｨ ｨC 06ｨｰ ｨｰ ｨｨｨｬ090605ｨｹｨｪ ｨ 09ｨｪ02ｨｪｨｨ07, 006 ｨｮ ｨｪ09ｨｰ090609ｨ ｨｪｨｪ040 09ｨ 08ｨｨｨ ｨｪｨｰ0609 ｨｬ02ｨｰ060ｨ TF*IDF, ﾂｨｰ ｨｬ0603ｨｪ06 ｨ 05ｨ 00060ｨ ｨｰ06ｨｰ ｨｮ ﾂ02ｨｪｨｨ07 ｨｪｨ 0904ｨｴ02ｨｪｨｪ ｨ ｨｬｨ 0903ｨｰｨ ｨ ｨ ｨ ｨｪ02ｨｪｨｨ07 09ｨｺｨ ﾂｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨC ｨｮ ｨ 0008ｨ 00ｨ, ｨｨ ﾂ ｨｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ ｨ 05ｨｨ02ｨ Hashtable ｨｨ04 ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ040 ｨｺ05ｨ Java. 02ｨｪｨ ｨｮ006ｨ ｨｪｨ ｨｰ02ｨｬ, ﾂｨｰ ｨｰ 008ｨ ｨｪｨｨｨｰｨｹ 07ｨ 08ｨｮ ｨC ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ ｨｰ0608 ｨｮ0405ｨ ｨｨ URL-ｨ ｨｨ ｨｨｨｪｨｨ02ｨｨｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｰ02 05ｨｰ06ｨｦ ｨｰｨ ｨ 05ｨｨ0204, ｨｰｨ ｨｺ 0302 ｨｺｨ ｨｺ ｨｨ ｨｮ HashSet 04ｨ 0ｨ 06ｨｰ ｨｪｨ ﾂｨ 05ｨｹｨｪｨ 07 02ｨｬｨｺ0609ｨｰｨｹ ｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ 08ｨ 0903ｨｨ0802ｨｪｨｨ07. 20

202 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ ｨｨｨ 0008ｨ ｨｬｨｬｨ 00207ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ 0708ｨｨ ﾂｨｨ090502ｨｪｨｪ06ｨｦ ｨｪｨｺ02 ｨｺｨ ﾂ0209ｨｰ09ｨ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ 0308ｨｨ ｨｰｨ ｨｺ06ｨｬ ｨｰｨ 07ｨｪ06ｨｬ ｨｺ 08ｨ 0903ｨｨ0802ｨｪｨｨ06 06ｨ ｨｲ02ｨｬｨ 07ｨ ｨｬ07ｨｰｨｨ ｨ ｨｪ02ｨｪｨｨ ｨ -0008ｨ 00ｨ ｨｪｨ ｨ 05060ｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪｨ ｨｨ ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ 09ｨｺｨ - ﾂｨ ｨｪｨｪ ｨ ｨｮ ｨｨ ｨｬｨ 0506ｨｬ 08ｨ 04ｨｬ ｨ -0008ｨ 00ｨ ｨｮ06ｨｴｨｨｨｬ ｨｰｨ 07ｨｪ04ｨｬ ｨｪｨｨ0302ｨｪｨｨ02ｨｬ 0706 ｨｬ ｨｰｨ. 0ｨ 08ｨｨ ｨｰｨ ｨｪ 0008ｨ 00ｨｨｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ ｨｨｨｪｨｰ020809ｨ 05ｨ ｨｬ02ｨｪｨｨ, ｨｪ0206ｨ 0060ｨｨｨｬ ｨｪｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ. 008ｨ 00ｨｨｨｺ ｨ ｨｮ ﾂ02ｨｪ ｨｪｨ ｨｺ06ｨｬ07ｨｹ06ｨｰ ｨｬ Intel Pentium 4 (30002) ｨｨ 07ｨ ｨｬ07ｨｰｨｹ06 009, 006ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰ0409ｨ 05ｨｨ09ｨｹ ｨｨ04 ｨｺ0503ｨ ｨｪｨ ｨｰｨｺ06ｨｬ 0ｨｨ09ｨｺ02, ｨ 08ｨｨｨｰ0205ｨｹｨｪ ｨｬｨｨ080609ｨ ｨｪｨｪ ｨｬ060ｨｮ0502ｨｬ WebCrawler ｨｨｨｬ02 04ｨ ｨｺｨ ﾂｨｺｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04 WWW. 02 ﾂ0209ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ ｨｪ02ｨ 0605ｨｹ03ｨｨ0 08ｨ 04ｨｬ0208ｨ ｨ -0008ｨ 00ｨ 09ｨ ｨｬ04ｨｬ ｨｺ08ｨｨｨｰｨｨ ﾂｨｪ04ｨｬ 00ｨ ｨｺｨｰ060806ｨｬ 0708ｨｨ 08ｨ ｨ 06ｨｰ02 ｨｬ060ｨｮ0507 WebCrawler ｨｰ ｨｺ ｨｰｨｹ 09ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｰｨｨ (ｨｨ05ｨｨ ﾂｨｰ02ｨｪｨｨ ｨｨ09ｨｺｨ ) ｨｬ ｨｰｨ 0902ｨ -0008ｨ 00ｨ ｨ 0605ｨｹ03ｨｮ06 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｹ 0708ｨｨ06ｨ 0802ｨｰｨ 02ｨｰ ｨｬ06ｨｴｨｪ0609ｨｰｨｹ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 09ｨｨ09ｨｰ02ｨｬ04. 02ｨ ｨｪｨｪ ｨ 09ｨｰ0607ｨｰ0205ｨｹ09ｨｰ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｨ ｨｪｨ 0904ｨ ｨｮｨ 08ｨｨｨｺ ｨｨ04 ｨｺｨ ｨｰｨ ｨ 09 ｨｨ090060ｨｪ04ｨｬｨｨ 0ｨ ｨｪｨｪ04ｨｬｨｨ ｨｪｨｨ07 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ. 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｬ02ｨｪｨｨ 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ t 006ｨｺｨｮｨｬ02ｨｪｨｰｨ d 06ｨｰ 08ｨ 04ｨｬ0208ｨ 0008ｨ 00ｨ V 060ｨｪ ｨｮ0405ｨ, 06ｨｰ 08ｨ 04ｨｬ0208ｨ 0902ｨ -0008ｨ 00ｨ ｨｪ0402 0ｨ ｨｪｨｪ ｨｺ070208ｨｨｨｬ02ｨｪｨｰ ｨｨ ｨｪｨ 0708ｨｨｨｬ ｨｺｨ ｨｰｨ ｨ 08ｨｪ002ｨｺ09 ( 00 ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｮ ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 09ｨ ｨｦｨｰ04 08ｨ ｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ03 ｨｨ 08ｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/0ｨｮｨｬｨ ｨｪｨｨｨｰｨ 08ｨｪ0402 ｨｪｨ ｨｮｨｺｨｨ/0609ｨｰ0608ｨｨ07/0609ｨｰ0608ｨｨ ｨｨｨｨ03. 09ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨ ｨｨ04 08ｨ ｨｨ ｨｪ04 09 ｨｰｨ ｨ

203 ﾂ0209, ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 06ｨ ｨ 05ｨｨ02ｨ 09ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 08ｨｮｨ 08ｨｨｨｺ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｮｨ 08ｨｨｨｺｨ ｨｬ02ｨｪ R / DR ｨｪ 0506ｨｺ, R ｨｺ, DR A ,92 2 HT ,6 3 CHE ,49 4 CSIS ,50 5 O ,88 6 U ,42 02ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: A = 0809ｨｨｨ 02ｨｨ07 ｨｨ ｨｺ0609ｨｬ06ｨｪｨ 09ｨｰｨｨｨｺｨ, HT = ｨｺｨｨ02 ｨｰ020ｨｪ ｨｨｨｨ, CHE = 0004 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｰ020ｨｪｨｨｨｺｨ ｨｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ, CSIS=06ｨｪ000608ｨｬｨ ｨｰｨｨｨｺｨ, ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｰ02ｨｬ04, O = ﾂ0202, U= 07ｨｪｨｨ ｨ 05ｨｹｨｪ ｨ ｨｪ02ｨｪｨｨ07 09ｨｺｨ ﾂｨ ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｮ06ｨｴｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｪｨｨｨｬｨｨ ｨｪｨ ｨｰｨｺ06ｨｬ 0ｨｨ09ｨｺ02 ｨ ｨ ｨｪｨｨ040609ｨ ｨｪ ｨｺ0503, ｨ ｨｴｨｨｨｦ 07ｨ 07ｨｺｨｨ (090606ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ02 ｨｨｨｬ02ｨｪｨ ｨｬ 006ｨｬ02ｨｪ0609) ｨｨ 09ｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 (09ｨｪｨｮｨｰ08ｨｨ 07ｨ 0706ｨｺ-006ｨｬ02ｨｪ0609). 09ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｺ0503ｨ ｨ 02ｨｨ0 08ｨｮｨ 08ｨｨｨｺ 0708ｨｨ ｨｪ04 09 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ 2 04ｨ 04ｨｬ0208 ｨｺ0503ｨ, ｨｬｨｨ080609ｨ ｨｪｨｪ ｨｬ060ｨｮ0502ｨｬ WebCrawler ｨｮｨ 08ｨｨｨｺｨ 02ｨ ｨｴｨｨｨｦ 08ｨ 04ｨｬ0208, 03ｨ 0706ｨｺ (006ｨｬ02ｨｪ0609), 08ｨ ｨｦ050609, 0902ｨ -ｨｺｨ ｨｰｨ ｨ 00ｨ ｨ ｨｦｨｰ ｨｰ ﾂ ｨｰ ﾂ 06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ 08ｨ ｨｺｨｰ020809ｨｰｨｨｨｺｨｨ 0902ｨ -0008ｨ ｨｰｨ ｨ 05ｨｨ02ｨ 0 3ｨC4 0708ｨｨ ｨｪ04 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0902ｨ -0008ｨ , ｨｮ ﾂ02ｨｪｨｪ ｨｬ06ｨｴｨｹ06 ｨｬ060ｨｮ0507 WebCrawler. 00 ｨｰｨ ｨ 05. 4ｨC5 0708ｨｨ ｨｪ04 0ｨ ｨｪｨｪ ﾂ02ｨｪｨｨ06 08ｨｮｨ 08ｨｨｨｺ ｨｴｨｨｨｬ 00ｨｨ ｨｺｨ ｨｬ ( ｨｪ) ｨｨ 0706 ｨｮ0405ｨ ｨｬ ｨｰ080602ｨｪｨｪ06ｨｬ 0902ｨ -0008ｨ ｨ ｨ 05ｨｨ02ｨ 3 09ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0902ｨ -0008ｨ 00ｨ ｨｮｨ 08ｨｨｨｺ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｮｨ 08ｨｨｨｺｨ 04ｨ 04ｨｬ ｨ 00ｨ 0206ｨｬ02ｨｪ0609 VD V / VD V, ｨｮ (ｨ ) ｨ 0204 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｨ09ｨ ｨｪｨｨ07 00ｨｨ ｨｺ A ｨｪ/0 ｨｪ/0 ｨｪ/0 2 HT ,68 3 CHE ,74 4 CSIS ,92 5 O ｨｪ/0 ｨｪ/0 ｨｪ/0 6 U ,62 (ｨ ) 09 07ｨ 08ｨ ｨｬ02ｨｰ0806ｨｬ ｨｨ09ｨ ｨｪｨｨ07, 08ｨ 09ｨｪ04ｨｬ 2 A , 2 HT ,02 3 CHE ,07 4 CSIS ,6 5 O ,93 6 U ,25 06ｨ ｨ 05ｨｨ02ｨ ﾂ02ｨｪｨｨ07 ｨｬ02030ｨｮ 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｴｨｨｨｬ 00ｨｨ ｨｺｨ ｨｬ ( ｨｪ) A HT CHE CSIS O U % Max % A ,2 298,3 HT ,2 74 7,5 CHE , ,8 CSIS , ,2 O ,4 99,8 U ,6 03 5,4 06ｨ ｨ 05ｨｨ02ｨ ﾂ02ｨｪｨｨ07 ｨｬ02030ｨｮ 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｮ0405ｨ ｨｬ 0902ｨ -0008ｨ 00ｨ (09 07ｨ 08ｨ ｨｬ02ｨｰ0806ｨｬ ｨｨ09ｨ ｨｪｨｨ07, 08ｨ 09ｨｪ04ｨｬ 2) A HT CHE CSIS O U % Max % A HT CHE CSIS O U

204 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 09ｨｪ02ｨｪｨｨ02 ｨｰｨ ｨ ｨｨ 5, 0706ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06 08ｨ 0903ｨｨ0802ｨｪｨｨ ｨ -0008ｨ 00ｨ ｨｪｨ ｨｮ ｨｪｨｹ 0708ｨｨ09060ｨｨｨｰ ｨｺ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｬｨｮ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ06 09ｨｰ020702ｨｪｨｨ ﾂ02ｨｪｨｨ07 ｨｬ02030ｨｮ 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ ( ｨｪ0609ｨｪ06ｨｬ 04ｨ 09 ﾂ02ｨｰ ｨｺｨ ｨｰｨ ｨｮ , 09 ﾂ02ｨｰ- ﾂｨｨｨｺ0609 ｨｨ 008ｨｮ00ｨｨ0 ｨｬｨ ｨ ｨｪｨｰｨｪ ｨｮ ). 02ｨ ｨｪｨｪｨ 07 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨｨｺｨ ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨｮｨ 08ｨｨｨｺ 0902ｨ -ｨｺｨ ｨｰｨ ｨ 0708ｨｨｨｬ0208, ｨｺｨ 07 09ｨｰ020702ｨｪｨｹ ﾂ02ｨｪｨｨ07 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 08ｨｮｨ 08ｨｨｨｺ 0ｨ 0302 ｨｪｨ ｨｮ080609ｨｪ ｨｴｨｨ0 00ｨｨ ｨｺ 0708ｨｨ09060ｨｨｨｰ ｨｺ ｨｬ040905ｨｨ 06 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｨ0 0905ｨｨ07ｨｪｨｨ07 ｨｨ05ｨｨ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ080609ｨ ｨｪｨｨ ｨｺｨ 07 09ｨｰ020702ｨｪｨｹ ﾂ02ｨｪｨｨ07 ｨｬ02030ｨｮ 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ ｨ ｨ 02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｰ020ｨｪｨｨｨｺｨｨ ｨｺ0503ｨｨ080609ｨ ｨｪｨｨ07 04ｨ ｨｺｨ ﾂｨｨ09ｨ 02ｨｬ ｨｮ ｨｺ08ｨ ｨｴ02ｨｪｨｨ07 04ｨ ｨｰ08ｨ ｨｰ ｨｬ02ｨｪｨｨ ｨｪｨ 09ｨｺｨ ﾂｨｨ09ｨ ｨｪｨｨ02 (060906ｨ 02ｨｪｨｪ ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ ｨｺｨ ｨｪｨ ｨｪｨｨ04ｨｺ06ｨｦ ｨｮ09ｨｺｨｪ06ｨｦ ｨ ｨｪ0609ｨｰｨｹ06) ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 ｨｨ ｨｪｨｺｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ07 ｨｨ ｨｪｨｺｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ03). 00 ｨｰｨ ｨ ｨｨ ｨｪｨ , ｨｮ ﾂ02ｨｪｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 ｨｪｨ 0609ｨｪ ｨｪ ｨ ｨｮ ｨｨ ｨ ｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｰ020ｨｪｨｨｨｺｨ ｨｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ ｨｰ ｨ ｨ ｨｪｨ 08ｨｨ ｨｰｨ ｨｪ 0008ｨ 00ｨｨｨｺ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 06ｨｰ ｨ 00ｨｨ05ｨｹｨｰ08ｨ ｨ 09 ﾂ02ｨｰ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ 0609ｨｪ ｨ ｨｪｨ 05ｨｺ ｨｰｨｪ06ｨｦ ｨｪｨｺ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨｬ02ｨｪｨｰ0609 0ｨ ｨｪｨｪ06ｨｦ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 08ｨｮｨ 08ｨｨｨｺｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 03ｨｺｨ 05ｨ : ｨC 000ｨ 03, 0.66 ｨC 0009ｨｺ ｨ 03, 0,33 ｨC 0009ｨｺ ｨｪ02ｨｰ03, 0 ｨC 00ｨｪ02ｨｰ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ ｨ ｨ 0902ｨｪ 0, ｨ ｨｪ ｨｮ ｨ 08ｨｨ ｨｰｨ ｨｪｨ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｴｨｨ0 00ｨｨ ｨｺ InL ｨｪｨ ｨｪｨ ｨｨ04 08ｨｮｨ 08ｨｨｨｺ 06ｨｰ 08ｨ ｨｪ00ｨ 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ04 06ｨｰ ｨｨ ﾂｨｨｨｪ ｨ 00ｨｨ05ｨｹｨｰ08ｨ 03 ( ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ/0004 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｰ020ｨｪｨｨｨｺｨ ｨｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ 03) ｨｪ r. 04ｨ ｨｪ ｨｪｨ ｨｬｨｨ080609ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰｨｨ080609ｨｺｨｨ ｨｪ 08ｨｮｨ 08ｨｨｨｺｨｨ 0706 InL ｨｺ02 ｨｮｨ 0409ｨ ｨｪｨｨ07. 02ｨ ｨｪｨｪ04ｨｦ 0008ｨ 00ｨｨｨｺ 0706ｨｺｨ ｨ 02ｨｰ, ﾂｨｰ06 ｨｪ ｨｪｨ 09 08ｨｮｨ 08ｨｨｨｺ ｨｰ ｨ 09ｨｪ0604ｨｪｨ ﾂｨｨｨｬ04ｨｬｨｨ, 006ｨｰ07 07ｨ 08ｨ ｨｬ02ｨｰ08 InL 09ｨ ｨｬ ｨ 02 ｨｪ ｨｰ ｨｬ04ｨｬ ｨｨｨｪ0ｨｨｨｺｨ ｨｰ060806ｨｬ 0202ｨｪｨｪ0609ｨｰｨｨ ｨｪｨ ｨｪ06 2 ｨｨ ｨ ｨｪｨｨ07, 09 ｨｺ06ｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨ 09ｨｹ 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 ( ｨｮ06ｨｴ02ｨｦ ｨｪｨｺ06ｨｦ ｨｺｨ ﾂ0209ｨｰ09ｨ ) 06ｨｰ: ) 0904ｨ 0608ｨ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ ｨｪ ｨｮ0809ｨ ｨｨ04 08ｨｮｨ 08ｨｨｨｺｨｨ (0902ｨ -0008ｨ 00 09ｨｰ0806ｨｨ ｨｪｨ 0609ｨｪ ｨｪ ｨｬ02ｨｪｨｰｨｪ ｨｪ ｨｬｨｪ ｨｰ09ｨ ) ｨC 09002ｨｬｨ Singles; 2) 08ｨ 04ｨｬ0208ｨ ｨｪ ｨｬｨｪ ｨｰ09ｨ (ｨｪｨ 08ｨ ｨｴｨｨ09ｨ 02ｨｪｨｨ02 ｨｬｨｪ ｨｰ09ｨ ｨｨ090060ｨｨ ｨ 09 ﾂ02ｨｰ ｨｨｨｪｨｺ0802ｨｬ02ｨｪｨｰｨｪ ｨ ｨ ｨｪｨｨ ｨｪ ｨｺ02 ｨｮｨ 0409ｨ ｨｪｨｨ07 ｨｨ0 08ｨ ｨｪ00ｨ r)ｨc 09002ｨｬｨ Reduced. 00 ｨｰｨ ｨ ｨｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｬ02 Singles. 05ｨ 03ｨｰ08ｨｨ00609ｨ ｨｪ ｨｪｨ, ｨｺ06ｨｰ ｨｺｨ 04ｨ 05ｨｨ09ｨｹ ｨｪ ｨｰｨｮ07ｨｪ04ｨｬｨｨ, 05ｨｨｨ ｨｪｨｨ0 08ｨ 04ｨｬ ｨ ｨ ｨｴ0209ｨｰ09ｨ 06ｨｺｨ 04ｨ ｨ 09ｨｪ04ｨｬ ｨｪｨｮ ｨ ｨ 05ｨｨ02ｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ06 ｨｨ ｨｪｨｺ ｨ ｨ ｨｴ0209ｨｰ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/ 06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ ｨｮ0405ｨ ｨｬ 0902ｨ -0008ｨ 00ｨ (* ｨC 0604ｨｪｨ ﾂｨ 02ｨｰ 09 07ｨ 08ｨ ｨｬ02ｨｰ0806ｨｬ ｨｨ09ｨ ｨｪｨｨ07, 08ｨ 09ｨｪ04ｨｬ 2) 04ｨｮｨ ｨ 04ｨｬ ｨｪ. 04ｨ ｨｪｨｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 0706 ｨｮ0405ｨ ｨｬ ｨｨｨｺｨ 0906 ｨｺｨ ﾂ0209ｨｰ ｨｪ ｨｪ ,8 0,75 0,67 0,6 0,5 0,4 0,33 0, A* , ｨｪｨｰｨ 0: 0,88 3,5 0,00 0,05 0,64 0,2 22,20 0,2 0,5 25,76 36,76,42 HT , ｨｪｨｰｨ 0: 0,6,83 0,00 0,00 7,0 0,00 6,6 0,00 0,00 30,79 43,60 2,09 CHE , ｨｪｨｰｨ 0: 0,84 6,72 0,00 0,84 2,6 0,00 22,69 0,00 0,00 23,53 32,77 5,56 CSIS , ｨｪｨｰｨ 0:,03 5,28 0,2 0,03 4,36 0,6 22,0 0,7 0,09 24,60 32,5 0,70 O* , ｨｪｨｰｨ 0: 0,23,4 0,00 0,23 9,5 0,92 2,74 0,00 0,46 33,8 32,95 2,24 U , ｨｪｨｰｨ 0: 0,9 0,9 0,00 0,00 3,0 0,9 2,52 0,28 0,09 3,83 5,69 0,75 204

205 ﾂ0209, ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 06ｨ ｨ 05ｨｨ02ｨ ｨ ｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｰ020ｨｪｨｨｨｺｨ ｨｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ 03 (04ｨｨ08ｨｪ04ｨｬ ｨｪ ｨｪ ｨｮ080904; 0708ｨｨ ｨｪ04 ｨｰ0605ｨｹｨｺ ｨｮ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪｨｺ06 ｨ 0605ｨｹ ) ｨｮ0 09ｨｰ0605ｨ 02ｨ 0 06ｨｰ08ｨ 0302ｨｪ04 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｨ 05ｨｺ ｨｰｨｪ06ｨｦ ｨｪｨｺｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ 0902ｨ ｨｮ0809ｨ URL 0ｨ 0409ｨ ｨｪｨｨ ｨｨｨｬ ｨ ｨC 06ｨｨｨｰｨｮ05ｨｹｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ 2 Shema.ru ｨC 08ｨｪｨ ｨｰ06ｨｬｨｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨｨ ｨｺｨｰ0806ｨｪｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ , 09002ｨｬ ｨｺｨｰ08ｨｨ ﾂ0209ｨｺｨｨ02, 0708ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ ｨ ｨ ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨｨ09ｨｰ02ｨｬ04 ｨｨ ｨｰ020ｨｪ ｨｨｨｨ ｨｮ08ｨｪｨ ｨ ｨｪ06- ｨｨ ｨｬｨｨｨｺ080609ｨｨ09ｨｰ02ｨｬｨｪｨ 07 ｨｰ020ｨｪｨｨｨｺｨ , ｨ ｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨｨ ｨｰｨｨ ｨｬｨｨｨｺ ｨｺｨｰ0806ｨｪｨｨｨｺｨｨ ｨC 09 ﾂ02ｨｰ ﾂｨｨｨｺ ｨｺｨｰ080605ｨｪ020800ｨｨｨｨ, lcm, aduc, atmega 9 0,8 04ｨ 0ｨｨ ｨｬｨ ｨｪ ｨｺｨｰ0806ｨｪｨｨｨｺｨ, 09002ｨｬ04, ｨｺｨｰ0806ｨｪｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04, 0ｨｨｨ 0008ｨ ｨｬｨｬ04, datasheet, ｨｪ ｨｰｨｨ, 06ｨ ,8 RadioNet ｨC ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ060904ｨｦ ｨｰｨ ｨｺｨｰ0806ｨｪｨｨｨｺ02 0,8 RadioNet ｨC ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ060904ｨｦ ｨｰｨ ｨｺｨｰ0806ｨｪｨｨｨｺ02 2 0,8 RadioNet ｨC ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ060904ｨｦ ｨｰｨ ｨｺｨｰ0806ｨｪｨｨｨｺ02 3 0,8 05ｨｰｨ ｨｰｨｹｨｨ ｨｺｨｰ0806ｨｪｨｪ04ｨｬ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ ｨC attiny, ｨｬ050502ｨｺｨｰ0806ｨｪｨｨｨｺｨ, ｨｨｨｪｨｰ ｨｦ09 usb, rs ,8 04ｨ 0ｨｨ ｨｬｨ ｨｪ ｨC ｨｺｨｰ0806ｨｪｨｨｨｺｨ, 09002ｨｬ04, ｨｺｨｰ0806ｨｪｨｪ0402 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ04, 0ｨｨｨ 0008ｨ ｨｬｨｬ04, datasheet, ｨｪ ｨｰｨｨ, 06ｨ ,8 0, : 08ｨ ｨｺｨｮ05ｨｹｨｰ02ｨｰ : 08ｨ ｨ 26 : 02ｨ ｨｴｨ ｨ 09ｨｺｨ 06 ｨｺｨ , ｨ ｨｰ0205ｨｹ09ｨｰ ｨｪ ｨｺｨｰ0806ｨｪ ｪ 005ｨ 09ｨｪｨ ,7 04ｨｮ08ｨｪｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ , ｨｬ02ｨｪｨｪｨ ｨｺｨｰ0806ｨｪｨｨｨｺｨ : : 9 0,6 0, ｨｨｨｦ09ｨｺｨ 07 ｨ ｨｨｨ 02ｨｨ07 ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｨｨｪｨｰ ｨｺｨｰｨ 200,6 0,66 DISPLAY ｨC ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪｨ ｨｰｨ 09ｨｺｨ 2 0, ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ 03ｨｮ08ｨｪｨ 05ｨ Chip News 22 0,6 0, ｨ ｨ ,6 0, ｨ ｨｰ0205ｨｹ09ｨｰ ｨｰ020ｨｪ ｨｨｨｨ ,6 RadioNet ｨC ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺ060904ｨｦ ｨｰｨ ｨｺｨｰ0806ｨｪｨｨｨｺ ,6 0, ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 006ｨｬ Finestreet 26 0,6 0, ｨｬ06ｨｪｨｰ& ｨｨ09/ ｨｰｨｨ 27 0, ｨｨ09ｨｺ ｨｺｨｰ0806ｨｪｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｰｨ 09ｨｺｨ ｨｺｨｰ0806ｨｪｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｨ06 :: Interself.ru 28 0, ｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨ 0906 ﾂｨｪ ｨｨ09ｨｰ02ｨｬ04 TopPlan 29 0,6 0, ｨ ｨ ｨｨ04ｨｨｨｺｨｨ ,6 04ｨｮ08ｨｪｨ ｨｨ02ｨｨｨ 05ｨｹｨｪ04ｨｦ 09ｨ ｨｦｨｰ 3 0,6 0,66 SACO CONTROLS ::: 0005ｨ 09ｨｪｨ 07 09ｨｰ08ｨ ｨｪｨｨ02ｨ 32 0, ｨｮ0ｨｪ0209 ｨC 0ｨｨ ｨC ｨｨ04ｨｬ0208ｨｨｨｰ0205ｨｹｨｪ ｨｨｨ ｨ ｨｰ04 09ｨ 0608ｨ 0ｨ ｨｪｨｪ ｨｺ06 ﾂｨ 09ｨｰ06ｨｰｨｪ ｨ ｨｰ04 03ｨｨｨｪｨ PCI ｭ. 04ｨｨ ｨ ｨｪｨｨ ｨｪ 09 08ｨｮｨ 08ｨｨｨｺｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｴｨｨ0 00ｨｨ ｨｺ ( ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ03) 205

206 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ ｨｬ02 Singles ｨｮｨ 08ｨｨｨｺｨｨ Universal ｨｨ ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ03) 06ｨ ｨ 05ｨｨ02ｨ ｨｪ06 InL N(G), N(DG), E(G), E(DG), 04ｨ 04ｨｬ0208 MQ W W * MQ ｨｮ ｨｮ ｨ ｨ ,2 0,0 0, ,9 0,08 0, ｨC 0,00 ｨC ,07 0,05 0, ,07 0,04 0, ,5 0,30 0, ,20 0,0 0, ,20 0,5 0, ,00 0,0 0, ,07 0,02 0, ,20 0,0 0, ,4 0,2 0, ｨC 0,00 ｨC ｨC 0,00 ｨC ,20 0,0 0, ,08 0,03 0, ｨC 0,00 ｨC : 220,00 00 ｨｰｨ ｨ 05ｨｨ ｨｨ ｨｪ ｨｪｨｺｨｨ ｨｮ06ｨｴｨｨｨｬ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｬ: 6ｦ InL ｨC 08ｨ ｨｪ ｨｪｨ ; 6ｦ N(G) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ｨｰ080602ｨｪｨｪ06ｨｬ ｨｬ060ｨｮ0502ｨｬ WebCrawler 0902ｨ -0008ｨ 0002 G; N(DG) - ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｮ ｨ -0008ｨ ｨｬ02ｨｪｨｪ ｨｮｨｺ08ｨｮ07ｨｪ02ｨｪｨｨ07 (DG); 6ｦ E(G) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ -0008ｨ 0002 G; 6ｦ E(DG) ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨ -0008ｨ 0002 DG; 6ｦ MQ ｨC ｨｪ0202 ｨｺｨ ﾂ0209ｨｰ0906 ﾂ0502ｨｪ (ｨｨ09ｨｺ0506- ﾂｨ ｨｪ ); 6ｦ W ｨC ｨｮ00205ｨｹｨｪ04ｨｦ 08ｨ 04ｨｬ (090209). 08ｨ ｨｺ 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ 05ｨｨ0204, ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｮ ｨｪｨｺｨｮ ｨｮ ﾂｨｨ05ｨｨ ｨｪｨ ( ｨC ｨｨ040ｨ ｨｰ0205ｨｹ ｨｪｨ ｨｮ ﾂｨｪ06-ｨｰ020ｨｪｨｨ ﾂ0209ｨｺｨｨ0 03ｨｮ08ｨｪｨ ), ( ﾂｨ 07 05ｨｨｨｪｨｨ ｨｺ06ｨｬ) ｨｨ (09007 ｨC 0ｨ ｨｮ ﾂｨｪ ｨｪｨｨ ﾂ0209ｨｺｨ ｨｮｨｺ02ｨｨ07), ｨｨｨｬ0206ｨｴｨｨ ｨｪｨｨｨｦ 0802ｨｦｨｰｨｨｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｴｨｨ0 00ｨｨ ｨｺ, ｨｬ02030ｨｮ ｨｰ02ｨｬ ｨｺｨ ｨｺ ｨ ｨｦｨｰｨｨｨｪ ｨｪｨ ｨｮ ﾂｨｨ05ｨｨ ｨ ｨ ｨｪｨｨ04ｨｺｨｮ06 ｨｨｨｰ ｨｮ ｨｪｨｺｨｮ. 0ｨ 08ｨｨ ｨｨ ｨｪ 0008ｨ 00ｨｨｨｺ, 0706ｨｺｨ ｨ 06ｨｴｨｨｨｦ 0905ｨｨ07ｨｪｨｨ02 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0904ｨ 08ｨ ｨｪｨｪ ｨｪ ｨｪｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨｨ ｨ ｨ ｨｴ0209ｨｰ09 ( ｨｬ02 Reduced) ｨｨ09ｨ ｨｪｨｨ ｨ -0008ｨ 00ｨ 08ｨ ｨｺ 0706ｨｺｨ 04ｨ 05ｨｨ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ04, 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ06 ﾂｨ 09ｨｰｨｹ ｨｰ080602ｨｪｨｪ ｨｬ060ｨｮ0502ｨｬ WebCrawler 0902ｨ -0008ｨ 00ｨ G ｨｰｨ ｨｰ ｨｮ040504, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｪｨ 09ｨｨ00ｨ 02ｨｨｨｨ 09ｨｪｨｮｨｰ08ｨｨ 006ｨｬ02ｨｪｨ ｨｨ 008ｨｮ00ｨｨ02 ｨｬｨ ｨ ｨｪｨｰｨｪ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ｨｮ ｨｰ07 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｨ0 ﾂｨ 09ｨｰｨｹ ｨｮ0ｨ ｨｰ ｨ ｨ 06ｨｰ04 ｨｬ060ｨｮ0507 DomainGraph (080204ｨｮ05ｨｹｨｰｨ ｨｰ ｨC 006ｨｬ02ｨｪｨｪ04ｨｦ 0008ｨ 00 DG), 0708ｨｨ0060ｨｨｨｰ ｨ ｨｰ08ｨ ﾂｨｨ09ｨ ｨｰｨｹ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ06 ﾂｨ 09ｨｰｨｹ ｨｬｨ 03ｨｨｨｪｨｪ ｨｮ ｨｪｨ ｨｨ0 06ｨ 08ｨ ｨ 06ｨｰｨｺｨｮ ｨｪｨ 05ｨｰｨ ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｪｨｨ ｨ ｨ ｨｴ0209ｨｰ09 ｨｨ ｨ -0008ｨ 00ｨ 06ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0904ｨ 08ｨ ｨｪｨｪ ｨｪ ( ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/ 06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ/07ｨｪｨｨ ｨ 05ｨｹｨｪ060203) ｨｰ080602ｨｪｨｨ ｨ -0008ｨ 00ｨ G ｨｬ060ｨｮ0502ｨｬ WebCrawler ｨｨ 09 05ｨｰｨｨｨｬ ｨｪｨｨｨｺ05ｨ ｨｨ ｨｺ08ｨ ｨｴ02ｨｪｨｨ07 ﾂｨｨ0905ｨ ｨｮ ｨｨ04 06ｨ ｨｴ ｨｬ02ｨｪｨ, 06ｨ 08ｨ ｨ ｨ ｨｰ0409ｨ 02ｨｬ040 ｨｺ08ｨ ｨｮ ｨｬ 02ｨｴ02 ｨｪｨ 05ｨｰｨ ｨｰ080602ｨｪｨｨ ｨ -0008ｨ 00ｨ G ｨｰ06ｨｦ ｨｹ06 ｨ 0405ｨ ｨｬ060ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨ 08ｨ ｨ 06ｨｰｨ ｨｬ060ｨｮ0507 WebCrawler ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ﾂｨｰ06ｨ 04 ｨｬ0603ｨｪ06 ｨ ｨ 0ｨ 09ｨ ｨｰｨｹ 09 ｨｺｨ ﾂ0209ｨｰ ｨ 08ｨ ｨｬ02ｨｰ08ｨ ｨｮ ｨｨ04 06ｨ ｨｴ ｨｬ02ｨｪｨ, ｨｨ ｨｹ04ｨｮ02ｨｬ ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ 0902ｨ -0008ｨ 00ｨ. 0ｨ 08ｨｨ09. 7 ｨｨ ｨｺｨ 04ｨ ｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ. 00ｨｨ0ｨｪ06, ﾂｨｰ ｨｨ ｨｪ0209ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｬ 0906ｨｺ08ｨ ｨｴ02ｨｪｨｨｨｨ ﾂｨｨ0905ｨ ｨｮ ｨｨ090060ｨｨｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｺ08ｨ ｨｴ02ｨｪｨｨ02 08ｨ 04ｨｬ0208ｨ 0902ｨ -0008ｨ 00ｨ G (ｨｨ ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 04ｨ ｨｰ08ｨ ｨｰ ｨｬｨ 03ｨｨｨｪｨｪ ｨｮ , ｨｬ02ｨｪｨｨ ｨC ｨ 04). 0308ｨｨ 05ｨｰ06ｨｬ 08ｨ 04ｨｬ ｨｬ02ｨｪｨｪ ｨ 00ｨ DG ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ0907 ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 (ｨｨｨｬ02ｨｪｨｪ06 ｨｪｨ ｨｪ ｨ 05ｨｹｨｪ02ｨｦ0302ｨｬ ｨｨ090060ｨｨｨｰ ｨｪｨｨ ｨ ｨ ｨｴ0209ｨｰ09). 206

207 ﾂ0209, ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 04ｨｨ ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ 08ｨ 04ｨｬ0208ｨ 07060ｨｬｨｪ ｨｰ09ｨ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｪｨｺ06ｨｦ ｨｺｨ ﾂ0209ｨｰ09ｨ 06ｨｰ ｨｨ ﾂｨｨｨｪｨ 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ 08020ｨｮｨｺ02ｨｨｨｨ Cut ( ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ/06ｨｪ000608ｨｬｨ ｨｰｨｨｨｺｨ, ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｰ02ｨｬ0403, ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ: 39) 04ｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0902ｨ -0008ｨ 00ｨ ｨｨ 006ｨｬ02ｨｪｨｪ ｨ 00ｨ 0708ｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 04ｨｪｨ ﾂ02ｨｪｨｨ070 07ｨ 08ｨ ｨｬ02ｨｰ08ｨ 08020ｨｮｨｺ02ｨｨｨｨ Cut ( ｨｮｨ 08ｨｨｨｺｨｨ ｨｺｨ ｨｰｨ ｨ 0007 ﾂ02ｨ ｨ /0ｨ ｨｮｨｺｨｨ/06020ｨｪｨｨ ﾂ0209ｨｺｨｨ02 ｨｪｨ ｨｮｨｺｨｨ/06ｨｪ000608ｨｬｨ ｨｰｨｨｨｺｨ, ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｰ02ｨｬ0403, ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｪ: 39) 4. 07ｨｰ06 ﾂｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ ｨｬ02ｨｪｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ06 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ06ｨｦ 0708ｨ ｨｺｨｰｨｨｨｺ06ｨｦ 09ｨｰｨ ｨｪ0609ｨｨｨｰ ｨｨ07 ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ ｨ ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0706ｨｨ09ｨｺｨ. 00 ｨｰ06ｨｬ ﾂｨｨ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ 0904ｨ 0608 ｨｪｨ ｨｨｨ ｨ ｨｪｨｰｨｪ060006, 0706 ｨｬｨｪ02ｨｪｨｨ06 09ｨｨ09ｨｰ02ｨｬ04, ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｺｨ ｨｺ 020ｨｨｨｪ09ｨｰ0902ｨｪｨｪ ｨC ｨｨ ｨｰｨｪｨ ｨｨ ｨｨ09ｨｺｨ Google 0000ｨｪ ｨｰ03 (I ｯm Feeling Lucky) ｨｹ 05ｨｰｨｨ0 00ｨｮｨｰ06 ﾂｨｪ0706ｨｴｨｨ ｨｨｨｦ ｨC 0906ｨｺ08ｨ ｨｰｨｨｨｰｨｹ 09040ｨ ｨｪｨｪ04ｨｦ ｨｹ040609ｨ ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 04ｨｮｨｬｨｪ ｨ, 0708ｨｨ 05ｨｰ06ｨｬ 060ｨｪ ｨｬ02ｨｪｨｪ06 02ｨｴ02 ｨｨ ｨｨ09 06ｨ ｨｴｨｮ ｨ ｨｪｨｰｨｪ0609ｨｰｨｹ 06ｨｰ0902ｨｰｨ ｨｰｨｨ00ｨ 02ｨｰ ｨｰ06 ｨ 05ｨ 00060ｨ 0807 ｨｰ06ｨｬｨｮ, ﾂｨｰ ｨｨ 0904ｨ ｨｮｨｰ06 ﾂｨｪ0706ｨｴ02ｨｦ ｨｨｨｨ, 02ｨｴ02 ｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｨ04ｨｨ08ｨｮ02ｨｰ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 04ｨ ｨｺ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ

208 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 08ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ04ｨｦ ｨｺ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨ ｨｪｨｨ07 ｨｮｨｰ06 ﾂｨｪ0706ｨｴ ｨｬ060ｨｮ0507, ｨｨｨｪｨｰ020008ｨｨ08ｨｮ02ｨｬ ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ ｨ ｨｴｨｨｨｦ ｨ ｨｨｨｰｨｬ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｬ ｨｮｨｰ06 ﾂｨｪ0706ｨｴ ｨｬ060ｨｮ ｨｰｨ ｨｪ ｨｪｨ 08ｨｨ ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ060302ｨｰ ｨｨｨｰｨｹ ｨｨ ｨ 0204 ｨｮ ﾂｨ 09ｨｰｨｨ ｨｹ040609ｨ ｨｰ (ｨｰ06000ｨ ｨｬ0203ｨｮｨｰ06 ﾂｨｪ04ｨｦ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｨ09ｨｺｨ ｨｹ040609ｨ ｨｰ ｨｪ02 09ｨｨ002ｨｪ), ﾂｨｰ06 09ｨｪ0203ｨｪ ｨｨ0ｨ 02ｨｰ ｨｮｨｰ06 ﾂｨｪ0706ｨｴ02ｨｬｨｮ ｨｬ060ｨｮ0506 ｨ ｨｨｨｪｨｰ020008ｨｨ080609ｨ ｨｪｨｪ04ｨｦ 09ｨｨ0 09 ｨｨ04ｨｪｨ ﾂｨ 05ｨｹｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 0706ｨｨ09ｨｺｨ ｨ ｨ 006ｨｬｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 08ｨｮｨ 08ｨｨｨｺｨｨ, ｨｰｨ ｨｪｨｪ04ｨｦ ｨｪｨ 08ｨｨ09. 0 ｨｨ ｨｪｨｺｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｬ ｨｮｨｰ06 ﾂｨｪ0706ｨｴ ｨｬ060ｨｮ ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ ｨｬ0603ｨｪ04 ｨｰ0605ｨｹｨｺ ｨ ｨｬｨｺｨ 0 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ ｨｨ ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｨ09ｨｺ ｨ , ﾂｨｰ06 ｨｰ0802ｨ ｨｮ02ｨｰ ｨｪｨｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨ0 05ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨ ｨｪｨ ｨｪｨｺｨ ｨ 0405ｨ ｨｪｨ ｨｪ002ｨｺ09, ｨｪ ﾂ02ｨｬ ｨｦｨｰｨｨ ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 0ｨ 0ｨｨｨｬ 06ｨ ｨｴｨｨ ｨｺ06ｨｬ02ｨｪ0ｨ 02ｨｨｨｨ ｨ 0608ｨｮ ｨ ｨ 08ｨ 04ｨｪ06 09ｨｰ0806ｨｨｨｰｨｹ 08ｨ ｨｪｨｨ ｨｮｨ 08ｨｨｨｺｨ ｨC ﾂｨ 09ｨｰ06ｨｰｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ, ｨｨ ｨｮ ﾂｨ 02 ｨｪｨ 05ｨｨ ﾂｨｨ07 08ｨｮｨ 08ｨｨｨｺｨｨ 09 ﾂｨ 09ｨｰ06ｨｰ06ｨｦ ｨ (ｨｰ. 02. ｨ %) ｨｬ0603ｨｪ ｨｨｨｪｨｨｨｬｨ ｨｰｨｹ ｨｪｨｨ ｨｬｨｨｨｪｨｨ080609ｨ ｨｪｨｨｨｨ. 0004ｨ ｨｨ08ｨ ｨｰｨｹ ｨｨｨｬ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 00ｨ 02ｨｰ ｨｰ06ｨｦ 0708ｨｨ ﾂｨｨｨｪ02, ﾂｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ 0706ｨｨ09ｨｺｨ 09 ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ ｨ 02ｨｰ ｨｨ002 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨｮ0809ｨ ｨｬ, ｨ ｨｰｨｪ0609ｨｰｨｹ ｨｴ02ｨｪｨｨ07 ｨｺｨ 03006ｨｦ ｨｮ06ｨｴ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｪｨｨ ｨｮｨｴ02ｨｦ, ｨｰ. 02., ｨｪｨ 0708ｨｨｨｬ ｨｰ08ｨ ｨｪｨｨ02ｨｮ ｨｴｨ 02ｨｰ ｨｮ0302 ｨｬ02ｨｪ % ｨｹ040609ｨ ｨｰ020502ｨｦ ｨｰ06ｨｬｨｮ 0202ｨｪｨｪ0609ｨｰｨｹ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪｨ 6-ｨｦ ｨｨ 0ｨ ｨｰ08ｨ ｨｪｨｨ02ｨ ｨ 04 ﾂｨｪ ｨｹ040609ｨ ｨｰ ｨｰ09ｨｮｨｰ09ｨｰ09ｨｮ02ｨｰ 09ｨｪ02 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 0802ｨ 05ｨｹｨｪ06ｨｦ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ 0902ｨ ｨｮ ｨｪｨ ｨｪｨｨ ｨ 05ｨｹｨｪ06ｨｬ 05ｨｺ ｨｨｨｬ02ｨｪｨｰ02 ｨｬ ｨ 08ｨ 05ｨｨ 04ｨ ｨｺｨｮ09ｨｪ0402 ｨ 05060ｨ ｨｪ002ｨｺ09, 09 ｨｺ06ｨｰ060806ｨｬ 006ｨｬｨｨｨｪｨｨ080609ｨ 05ｨ ｨｪｨｪｨ 07 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨｨｪｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｨｨｪ07ｨｰ 09 0%, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｪｨ 0006ｨｪ02 008ｨｮ00ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ, ｨｪ02 ｨｨｨｬ020903ｨｨ0 0005ｨ 00ｨ 08ｨｮｨ 08ｨｨｨｺｨｨ ｨｨ05ｨｨ 09 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ 08ｨｮｨ 08ｨｨｨｺｨ ｨｬｨｨ ｨｨｨｪｨｨ ﾂｨｪ06ｨｬ 05ｨｺ0402ｨｬ , ｨｪｨ 05ｨｨ ﾂｨｨ02 060ｨｪ06ｨｦ 08ｨｮｨ 08ｨｨｨｺｨｨ 09 0% 06ｨｰ0902ｨｰｨ ｨｪ06 ｨｮｨｺｨ ｨ 0506 ｨｪｨ ｨｬｨｨｨｪｨｨ080609ｨ ｨｪｨｨ02. 05ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｬ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ ｨｰ08ｨ ｨｪｨｨ02 06ｨｰ0902ｨｰｨ ｨ 08ｨ 0302ｨｪｨｨ07ｨｬ, ｨｮｨｺｨ 04ｨ ｨｪｨｪ04ｨｬ ｨｪｨ ｨ ｨ ｨｺ ｨｬ ｨｰ0806ｨｨ05ｨｨ ｨｰｨ ｨ ｨｨ ｨｨｨｰｨｬ 08ｨ ｨ 06ｨｰ04 ｨｮｨｰ06 ﾂｨｪ0706ｨｴ ｨｬ060ｨｮ

209 ﾂ0209, ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09 06ｨ ｨ 05ｨｨ02ｨ ｨｪｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0706ｨｨ09ｨｺｨ ｨ ｨ 0009ｨｺｨｮ09ｨｪ0402 ｨ 05060ｨ 03 06ｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ﾂ0209ｨｰ ｨ ｨｮ ｨｪｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202, 03ｨｰ. 09ｨｰ ｨｰ ｨｰ ｨｰ ｨｰ ｨｮｨ 08ｨｨｨｺ06ｨｦ ｨｰ ｨｰｨ 05ｨｹｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｰｨｪ ｨ ｨｮ ｨｨ09 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ ｨｪｨｰｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ( ｨ ｨｪｨｰｨｪ0609ｨｰｨｹ ｨｪｨｨ09ｨ 05ｨ 09ｨｹ 05ｨｺ ｨｰｨｪ04ｨｬ 07ｨｮｨｰ02ｨｬ) ｨｪｨ 06ｨ ｨｴ0202 ｨｨ0 ｨｺ0605ｨｨ ﾂ0209ｨｰ0906, 08ｨ 09ｨｪ (= ｨｰ08ｨ ｨｪｨｨ02 06ｨｰ0902ｨｰｨ ｨｮ ), ｨｬ ｨｮ ﾂｨｨ05ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨ ｨ ｨ, 08ｨ 09ｨｪｨｮ06 0,4. 02ｨ ｨｪｨ 0609ｨｪ ｨ ｨｨｨｰｨｬｨ, ｨｰｨ ｨｪｨｪ ｨｪｨ 08ｨｨ09. 0, ｨｬ ｨｰｨ 09ｨｨ05ｨｨ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｪ04ｨｦ 06ｨｰ0902ｨｰ ｨｨ ｨｨ ﾂ0502ｨｪ ｨｪｨ ｨｨ ｨｦ ﾂｨｨ090502ｨｪｨｪ06ｨｦ ｨｪｨｺ06ｨｦ. 05ｨ ｨｰ02ｨｬ ｨｨ 05ｨｺ ｨｰｨｪｨｮ ｨｪｨｺｨｮ 05ｨｰｨｨ0 ﾂ0502ｨｪ0609, ｨｮ ﾂｨｨ ｨｨ 05ｨｰ06ｨｬ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ, 08ｨ 09ｨｪｨｮ06 0, ｨｮ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴ02ｨｦ 08ｨｮｨ 08ｨｨｨｺ06ｨｦ ｨｰ0403, ｨｰｨｮ07ｨ 0903ｨｨ ｨｨ ｨｪ ｨｮ ｨｨ ｨｰ080602ｨｪｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ09ｨ, ｨｰｨ ｨｪ04 09 ｨｰｨ ｨ ｨｰ080602ｨｪｨｪ04ｨｦ 0506ｨｺｨ 05ｨｹｨｪ04ｨｦ 0902ｨ -0008ｨ ｨｰ ｨｨ ｨｮ ｨｨ ｨ ｨ ｨ 05ｨｨ02ｨ ｨｪ ｨｮ ｨｰ080602ｨｪｨｨ ｨ ｨ ｨｴ0209ｨｰ09ｨ 0906ｨ ｨｪ0609ｨｰｨｹ06 09 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｺｨ ｨ ｨｦｨｰ ｨｺｨｮｨｪ0ｨｮ, ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ0609ｨｰｨｹ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 ｨｬ06ｨｴｨｪ0609ｨｰ02ｨｦ 00609ｨｰｨｮ07ｨｪ ｨｺ06ｨｬ07ｨｹ06ｨｰ0208ｨｪ ｨ 0608ｨｮ00609ｨ ｨｪｨｨ07) 0904ｨｪｨｮ0ｨｨ05ｨｨ ｨ ｨｪｨｨ ﾂｨｨｨｰｨｹ0907 ｨｰ0605ｨｹｨｺ06 ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ 08ｨｮｨ 08ｨｨｨｺ 0902ｨ -ｨｺｨ ｨｰｨ ｨ ｨｬ ｨｪｨｪ04ｨｦ 09 08ｨ ｨｬｨｺｨ 0 0ｨ ｨｪｨｪ ｨｺｨｰｨ ｨ 090ｨ ｨ ｨｪ ｨｰ, ｨｨ ｨｹ04ｨｮ ｨｮ ｨｨ04 08ｨｮｨ 08ｨｨｨｺ 0902ｨ -ｨｺｨ ｨｰｨ ｨ ｨｨ ｨｨ ｨ 09 ｨｪ02ｨ 0605ｨｹ0306ｨｦ ｨｬ02ｨｪｨｰ 0902ｨ -0008ｨ 00ｨ, ｨｨｨｰｨｹ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺ ｨ ｨｪｨｰｨｪ ｨ 0ｨ ｨｪｨｪ06ｨｦ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ ｨｮ ｨｨ 05ｨｰ06ｨｬ ｨｪ02 ｨｰ0802ｨ ｨｮ02ｨｰ ｨ 08ｨｨｨｰ0205ｨｹｨｪｨ 07 06ｨ 08ｨ ｨ 06ｨｰｨｺｨ ｨｺ ｨｺ02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (ｨｬ0603ｨｪ06 08ｨ ｨ 06ｨｰｨ ｨｰｨｹ ｨｪｨ ｨｬｨｮ ｨ 05ｨｹｨｪ04ｨｬ 0902ｨ -0008ｨ 0006ｨｬ ｨｰｨｨ WWW). 0004ｨ ｨｪ ｨｮ ｨｨ04 08ｨｮｨ 08ｨｨｨｺ ｨｺｨ ｨｰｨ ｨ ｨｨｨｬ0202ｨｰ 0708ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ06 09ｨ 03ｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02. 06ｨｺ ｨｨｨｬ02ｨｪｨｰ ｨｬｨ ｨｬ Singles ｨｨ Reduced 0706ｨｺｨ 04ｨ 05ｨｨ ｨｪ0208ｨ 09ｨｪ060202ｨｪｨｪ0609ｨｰｨｹ 0902ｨ ｨｮ , 08ｨ 04ｨｬ02ｨｴｨ 02ｨｬ ｨｮｨ 08ｨｨｨｺｨ 0 ｨｺｨ ｨｰｨ , 0708ｨｨ ﾂ02ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｴｨｨ0 ｨｪｨ ｨｮ ｨｨ ｨｺ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ ｨｨｨ 05ｨｨ04ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｺ ｨｪｨｪ04ｨｬ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｬ ｨｪｨｪ0609ｨｰｨｨ. 04ｨ 0408ｨ ｨ 06ｨｰｨ ｨｪｨｪ04ｨｦ ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨ ｨｬｨｬｨｪ04ｨｦ ｨｺ06ｨｬ070502ｨｺ09 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪ ｨｰｨ ｨｺ ｨｦ 0ｨｨｨ 00ｨｪ0609ｨｰｨｨｨｺｨｨ 08ｨｮｨ 08ｨｨｨｺ ｨｺｨ ｨｰｨ ｨｨ 0607ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 08ｨ ｨｪｨｨ ｨ ｨｮ ｨｬ02030ｨｮ ｨｪｨｨｨｬｨｨ ｨｪｨｺｨｨ ｨｺｨ ﾂ0209ｨｰ09ｨ ﾂ0502ｨｪ ｨ 0405ｨ ｨｨ ｨｹ040609ｨ ｨｪｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰｨ 07 ｨｬ02ｨｰ060ｨｨｨｺｨ, ｨｺ06ｨｰ0608ｨ ｨｨ05ｨ ｨｮ ﾂｨｨｨｰｨｹ ｨｪ ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｰ0902ｨｪｨｪ06 ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪ ｨｬ02ｨｰ06ｨｬ ｨｨ ｨ ｨｪｨｨ ｨｮ06ｨｴ ｨｪｨｨ ｨｺｨ 04ｨ ｨｰ020502ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ ｨｬ0603ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｮ ｨ ｨ 06ｨｰｨ ｨｪｨｪ040 ｨｬ02ｨｰ , ｨｪｨ 0708ｨｨｨｬ0208 ｨｪｨ 0609ｨｪ TF-IDF ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨ ｨｲ0709ｨｪｨｨｨｰｨｹ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06. 05ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ04ｨｦ 06ｨｰ0902ｨｰ ｨｨｨｰ 0905ｨｨ03ｨｺ06ｨｬ ｨｬｨｪ ｨｺ ｨｪｨ 0902ｨ -ｨｬｨ 00ｨ 04ｨｨｨｪ ｨ 0302 ｨｺｨｪｨｨ00, ｨｪｨ ｨｰ0608ｨ ｨｪ04 ｨｨ ｨｰ ｨｰ ｨｬ07 ｨｺｨ ｨｺ ｨｮｨｰ06 ﾂｨｪ0706ｨｴｨｨｨｦ ｨｬ060ｨｮ05ｨｹ ｨ ｨｰ ｨｰ0605ｨｹｨｺ06 ｨｰ ｨｮ080904, ｨｪｨ ｨｺ06ｨｰ ｨｪ ｨｰ0902ｨｪｨｪ06 08ｨ ｨｪ ｨｰ04 09ｨｺｨｮ09ｨｪ040 ｨ ｨｨ ｨｨｨｰ 0706ｨｨ09ｨｺ 0906ｨｺ08ｨｮ00 ｨｪｨｨ ｨ ｨｴ0209ｨｰ09ｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨ02ｨｦ. 05ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨｮ06ｨｴｨｨｨｦ ｨｺｨｰ ｨC ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｪｨ ｨｦ 09ｨｰ08ｨ ｨｪｨｨ0202 ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨC3 08ｨ 04ｨ, 0706ｨｰ06ｨｬｨｮ ﾂｨｰ06 ｨｪｨ ｨｨｨ 0605ｨｹ03ｨｮ06 ﾂｨｨ090502ｨｪｨｪｨｮ ｨｪｨｺｨｮ ｨｨｨｬ0206ｨｰ ｨｪ ｨｮ080904, ｨ 09 ｨｨ ｨｨ ｨｰｨｮ07ｨ 05ｨｨ ｨｮ ｨｬｨｨｨｪｨｨ08ｨｮ06ｨｴ02ｨｦ 08ｨｮｨ 08ｨｨｨｺｨｨ (0708ｨｨ ﾂ02ｨｬ 09 ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｪ06ｨｬ 06ｨｰ0902ｨｰ02 06ｨｪｨｨ ｨｪ02 08ｨ 04ｨ ｨ ｨｪ ｨｬ 0707ｨｰｨｨ 09ｨｰ08ｨ ｨｪｨｨ02ｨ ｨｬ, ｨ 0906ｨ 08ｨ ｨｪ04 ｨｪｨ ｨｦ) ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｪｨｨ07 ｨｨ ｨ ｨｪｨｨ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ0609ｨｪ ｨ 0ｨ ﾂｨｨ, ｨｬｨｮ05ｨｨ080609ｨ ｨｪｨｪ ｨｰ020ｨｪｨｨ ﾂ0209ｨｺ06ｨｬ 04ｨ 0ｨ ｨｪｨｨｨｨ ｨｺｨｰｨｮ ｨ 0405ｨｨ ｨｪ ｨｪｨｨ ﾂ0209ｨｺｨｨ ｨ 0502ｨｬ04 (ｨｨ ｨｹ040609ｨ ｨｨｨｪｨｰ0208ｨｪ02ｨｰ-ｨｺｨ ｨｪｨ ｨｪ020309ｨｺ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰｨ ｨ 05ｨｹｨｪ06ｨｦ ｨｮ09ｨｺｨｪ06ｨｦ ｨ 00060ｨ 08ｨｪ0609ｨｰｨｨ 0809ｨｰ ｨｰ0205ｨｨ ｨ ｨ 05ｨ 00060ｨ 08ｨｨｨｰｨｹ ｨｺ06ｨｬ07ｨ ｨｪｨｨ ｨｪ002ｨｺ ｨ ｨｺｨｮ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 02ｨｮｨｪｨ , ｨｰ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 08ｨｮｨ 08ｨｨｨｺｨ 02ｨｨ07 web-09ｨｰ08ｨ ｨｪｨｨ02 09 ｨｨｨｪｨｰ0208ｨｪ02ｨｰ-ｨｺｨ ｨｰｨ ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺ06ｨｦ 09ｨｰ08ｨｮｨｺｨｰｨｮ0806ｨｦ // 05ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ 09ｨｰｨｨ0702ｨｪ0ｨｨｨ ｨｰ ｨ ｨｪｨｰｨｮ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ09 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : 08_Shelestov_039.pdf. [2] 08ｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨ ｨｮ0804 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ // 05ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ 09ｨｰｨｨ0702ｨｪ0ｨｨｨ ｨｰ ｨ ｨｪｨｰｨｮ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ09. [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : 2005/08_Kiselev_0270.pdf [3] , ｨ ｨ ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｬ02ｨｰ ｨｬ0209ｨｰｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ02ｨｺ09ｨｰ0609 ｨｨ 00ｨｨ ｨｺ ｨｨ09ｨｺｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｴ0209ｨｰ09 //05ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ 09ｨｰｨｨ0702ｨｪ0ｨｨｨ ｨｰ ｨ ｨｪｨｰｨｮ ｨｺ06ｨｬ07ｨ ｨｪｨｨｨｨ 08ｨｪ002ｨｺ09 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨｨｨｬ 00609ｨｰｨｮ07ｨ : company.yandex.ru/grant/200506_kozlov_02805.pdf. [4] Calado P., Cristo M., Moura E. et al. Combining link-based and content-based methods for web document classification. CIKM ｯ03, Nov. 3ｨC8. [Electronic resource]- Mode of access: nivio/papers/cikm03.ps [5] Flake G., Tarjan R., Tsioutsiouliklis K. Graph clustering and minimum cut trees. Internet Mathematics. Vol., 0 4, 2004: 385ｨC408. [Electronic resource]. Mode of access: [6] Ino H., Kudo M., Nakamura A. Partitioning of web graphs by community topology. WWW 2005, May 0ｨC4, Chiba, Japan. [Electronic resource]. Mode of access: www2005.org/cdrom/docs/p66.pdf 209

210 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ [7] 09ｨ 0302ｨｪ , 0504 ﾂ ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨ ｨ ｨ ｨｴ0209ｨｰ09 ｨｪｨ 0609ｨｪ ｨｨ05ｨｹｨｪ ｨ ｨｪｨｪ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｨ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ // ｨｰｨｪ ｨｨ07 05ｨｨ09ｨｰ02ｨｬｨｪ04ｨｦ ｨ ｨｪｨ 05ｨｨ04 ｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ0402 ｨｰ020ｨｪ ｨｨｨｨ ｨC 05. 3ｨC9. Web-directory Automatic Resource Discovery Based on The Web-communities Identification Followed by Documents Content Filtering A. V. Sytchev, M. M. Bazhenov The paper presents results of experimental research of an approach proposed by authors for an automatic web-directory resource discovery. Using data sets gathered from Yandex web-directory ( some properties of webgraphs constructed by crawler from seed resources taken from directory rubrics are examined. Some methods for web-crawling efficiency enhancing when constructing webgraph from seeds are tested. Also two approaches for seeds selection from web-directory rubrics were examined. It was demonstrated that seeds selected from from web-directory have rather different importance for the automatic resource discovery. The number of inlinks of seeds may be considered approximately like indirect indicator of its importance. The approach and software tools developed for research can be applied for web-directory rubrics structure diagnostics and web-resources distribution optimization. An application of the approach for the IR relevancy enhancing is discussed and tested. 20

211 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ 04ｨ ｨ ｨｹ040609ｨ ｨｰ ｨ ｨｪ ｨｦ09ｨｺｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｪ ｨ ｨｪｨｨｨｦ, 0402ｨｪ0209ｨ ｨｨｨｺｨ ｨｪｨｨｨｪ ｨｦ09ｨｺｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｪ ｨ ｨｪｨｨｨｦ, 0402ｨｪ0209ｨ 08ｨｪｨｪ06ｨｰｨ 02ｨｨ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02 ｨｨ ｨｮ02ｨｰ0907 ｨｬ02ｨｰ060ｨｨｨｺｨ on-line 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪｨ 0609ｨｪ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ ｨｹ040609ｨ ｨｰ ｨ 00ｨｬ02ｨｪｨｰ0609 (09ｨｪｨｨ070702ｨｰ0609) ｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ0609 (04ｨ ｨｺ0609) ｨｬｨｮ05ｨｨ08ｨｮ02ｨｰ0907 ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ 0706ｨｨ09ｨｺｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ 0605ｨｹ03ｨｨ ｨｨｨｰ0608ｨｨ070 0ｨ ｨｪｨｪ ｨｮ02ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ 0902ｨｺｨｰ0608ｨｪ06ｨｦ ｨｬ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ 0904 ﾂｨｨ090502ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 0902ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ ｨｨｨｰｨｹ ｨｺ06ｨｦ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪｨｪ ｨ ｨｨ ｨ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ 06ｨｰ0902ｨｰｨ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 ｨｪｨ 04ｨ ｨｹ040609ｨ ｨｰ ｨｪｨｨ02 00ｨｪ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02 ｨｨｨｬ0206ｨｰ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ04, ﾂｨｰ06 ｨｪ ｨｰ0902ｨｪｨｪ ｨｨ0702ｨｰ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ0609, 09040ｨ 09ｨ 02ｨｬ ｨｨ09ｨｺ060904ｨｬｨｨ ｨｬｨ 03ｨｨｨｪｨ ｨｬｨｨ. ﾁｨ 09ｨｰ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ04 09ｨｰｨ 05ｨｺｨｨ09ｨ 06ｨｰ ｨｪ0609ｨｰ07ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04-04ｨ ｨｰ060006, ﾂｨｰ ｨｪｨ ﾂｨｨｨｬ06ｨｦ ｨｹ040609ｨ ｨｰ ｨｨ 09 ｨｰ ｨｬ07 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｴ02ｨｦ0907 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ02 ｨｪ ｨｨｨｺｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｦ ｨｪｨｨｨｰ0205ｨｹｨｪ040 0ｨ ｨｪｨｪ040 ( ｨｬ0502ｨｪｨｨ ｨ -09ｨｰ08ｨ ｨｪｨｨ02 ｨｨ 008ｨｮ00ｨ 07 ｨｪ02ｨｨｨｪｨｰ ｨｪｨ ｨｹ040609ｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ07) ｨ 02ｨｪｨｪ06 09ｨｨ05ｨｹｨｪ06 0ｨ ｨｪｨｪｨ ｨ 0502ｨｬｨ ｨｰ ｨｨ 0706ｨｨ09ｨｺ ｨｨ09ｨ ｨｪｨｨｨｦ ｨｰ0609ｨ , 09ｨｰｨ ｨｰ02ｨｦ ｨｪｨ ｨｪｨｪｨｮ06 ｨｰ02ｨｬｨｮ ｨｨ05ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 02ｨｨｨｨ ｨC 0706ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ ｨ 06ｨｰ ｨｺｨｨ ｨｪｨ ｨｬｨｪ ｨｰ ｨ ｨｦｨｰ0609, ｨ ｨｴｨｨ ｨ ｨｪｨｰｨｪｨｮ06, ｨｪ06 060ｨｨｨｪｨ ｨｺ0609ｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ ｨｬ02 ｨｰ060006, ｨｪ ｨｬ07 ｨｪｨ ｨ ｨｨ08ｨ 02ｨｰ ｨｮ050708ｨｪ0609ｨｰｨｹ 09002ｨｬｨ ｨｨ09ｨｺｨｮ0909ｨｰ0902ｨｪｨｪ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ｨｮ050708ｨｪ0609ｨｰｨｨ 09ｨ ｨｦｨｰ ｨ 09 ﾂ02ｨｰ 06ｨ ｨｬ02ｨｪｨ 09ｨｰｨ ｨｰｨｹ07ｨｬｨｨ, ﾂｨｰ06, ﾂ ｨｹ, 02ｨｴ02 ｨ 0605ｨｹ ｨ ｨｪ0702ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ04, 09040ｨ 09ｨ 02ｨｬ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ. 00 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨ 00ｨ 02ｨｰ0907 ｨｨ04ｨｮ ﾂｨｨｨｰｨｹ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪｨｨ07 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｴｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪ02 ｨｪｨ 05ｨｰｨ 0702 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ ｨｨ 008ｨ ｨｪ02ｨｪｨｨ ｨｮ , ｨ ｨｪｨ 05ｨｰｨ ｨｰ0609ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｰ0902ｨｰｨ ｨｪｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 04ｨ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰ0806ｨｺｨｨ 04ｨ ｨ ｨｰ ｨｨｨｰｨｹ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪｨｮ06 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06 ｨｨ ｨｪｨ 05ｨｰ06ｨｬ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 0708ｨｨｨｪ07ｨｰｨｹ ｨｪｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨ ｨｺ06ｨｦ ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｮ05ｨｮ ﾂ03ｨｨｨｰｨｹ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ ｨｨｨｪｨｰ ｨｦ09 ｨｨ ｨｺｨ ﾂ0209ｨｰ0906 0ｨ ｨｪｨｪ040 09ｨｰ08ｨ ｨｪｨｨ ｨｰ0902ｨｰｨ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04. 06ｨｰ ｨｰ ｨｺ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06ｨｬｨｮ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｺ06ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ ｨｬ06ｨｰ0802ｨｰｨｹ, ﾂｨｰ06ｨ 04 ｨｪｨ ｨｦｨｰｨｨ ｨｰ06ｨｰ ｨ ｨｲ02ｨｬ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ, ｨ ｨｰ0205ｨｹｨｪ06, ｨｺ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ ｨｬ02ｨｪｨｨ, 04ｨ ｨｰ08ｨ ﾂｨｨ09ｨ 02ｨｬ06ｨｬｨｮ ｨｹ040609ｨ ｨｰ020502ｨｬ 0708ｨｨ 0706ｨｨ09ｨｺ ｨ 05ｨｨ04ｨ 02ｨｨ ｨ, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ02, 09 09ｨｨ002 09ｨｨ09ｨｰ02ｨｬ04 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｪｨ ｨｪｨｪ ｨ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04 ｨｬ02030ｨｮ 0906ｨ 09ｨｰ0902ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ ｨｨ ｨｺ05ｨｨ02ｨｪｨｰ06ｨｬ, 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨ ｨｪ ｨｪ ｨｪｨｨ02 00ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨ 0204 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｮ0302 ｨｨｨｬ0206ｨｴｨｨ00907 ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ ｨｨ 09ｨｰ08ｨｮｨｺｨｰｨｮ ｨ ｨｪ02ｨｪｨｨ07 ｨｨ ｨｨｨｪ002ｨｺ09ｨｨ080609ｨ ｨｪｨｨ07. 02ｨ 09ｨｮ03002ｨｪｨｨ ｨ 0502ｨｬ04 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ( ｨｪｨｨ02 09ｨｪｨｨ070702ｨｰ0609) ｨｨｨｰ 04ｨ 08ｨ ｨｬｨｺｨｨ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｨ080609ｨ ｨｪｨｨ ｨ 0608ｨ ｨ ｨｨｨｰｨｬｨ ｨｨ ﾂ02ｨｪｨｨ07 09ｨｪｨｨ070702ｨｰ ｨｪ0203ｨｪ02ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ ｨｪｨ ﾂｨ 02ｨｰ, ﾂｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｬ02ｨｰ ｨ ｨｮ002ｨｰ 09ｨ 08ｨｹｨｨ080609ｨ ｨｰｨｹ ｨ 04ｨｪ ｨｨ09ｨｺ ｨｬｨ 03ｨｨｨｪ. 020ｨｪｨ ｨｺ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 0ｨ 02ｨｰ ｨｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 03ｨｪ ｨｨｨｬｨｮｨｴ0209ｨｰ , 05ｨｰ ｨｰ ｨｨ ｨ ｨｰｨｹ ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｬ0603ｨｪ0609ｨｰ07ｨｬ 0ｨ ｨｪｨｪ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨ 05ｨｹｨｪ040 ｨｮ ｨｨ ｨｰ , ｨｰｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ ｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｰ06ｨｪｨｺ ｨｨ05ｨｹｨｰ08ｨ ｨｮｨｪｨｺ02ｨｨ06ｨｪｨ 05ｨｹｨｪ0609ｨｰｨｨ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04, ﾂｨｰ ｨｰ ｨｨ04ｨ 0203ｨ ｨｰｨｹ ｨｰ0806ｨｦｨｺｨｨ ｨ 080ｨｨｨｰ02ｨｺｨｰｨｮ ｨ ｨｪ02ｨｪｨｨ07 ｨｨｨｪ002ｨｺ ｨ ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｨ0 ｨｬ02ｨｰ ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ , ｨ 00ｨ 02ｨｬ ｨｪｨｨ ｨ 0502ｨｬ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｪｨｰ0208ｨｪ02ｨｰ02, ｨｬ0603ｨｪ06 08ｨ ｨｨｨｰｨｹ ｨｪｨ ｨｺｨ ｨｰ ｨｨｨｨ: ｨｬ02ｨｰ06004 off-line ( ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ) ｨｨ on-line (ｨｪｨ 0502ｨｰｨｮ, 09 ｨｬ06ｨｬ02ｨｪｨｰ 04ｨ ｨ ) ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｹ03ｨｨｨｪ09ｨｰ ｨ ｨ 06ｨｰ ｨｴ02ｨｪ04 off-line ｨｬ02ｨｰ060ｨ ｨｬ, 0708ｨｨ ｨｺ06ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｨ090060ｨｨｨｰ ｨｪｨ 05ｨｰｨ 0702 ｨｨｨｪ002ｨｺ09ｨ 02ｨｨｨｨ 09ｨ ｨｦｨｰ ｨｮｨｰ02ｨｬ 0904 ﾂｨｨ090502ｨｪｨｨ07 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｪ02ｨｺ06ｨｰ060806ｨｦ ｨｮｨｪｨｺ02ｨｨｨｨ (02ｨｨ ｨｦ ｨｨ09ｨｨ). 0206ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰｨ 06ｨｰ0907 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ, ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨｨ0 02ｨｨ ｨｨ0902ｨｦ ｨ 0ｨ 06ｨｰ ｨｨ05ｨｨ ｨ 05ｨｨ04ｨｺｨｨ ｨｪ ｨｨｨｰｨｹ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ (0904ｨ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰ02ｨｦ 09ｨｨｨｬ , 0502ｨｺ0902ｨｬ) ｨｨ 0502ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ (0904ｨ ｨｰｨ 09ｨｨｨｰ0205ｨｹｨｪ ) ｨｬ02ｨｰ ﾂｨｨ090502ｨｪｨｨ07 02ｨｨ ｨｦ ｨｨ09ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ04ｨｬ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬ02ｨｰ06006ｨｬ ｨｰ ｨｪｨ 0609ｨｪ ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07 (06ｨｰ ｨ shingles, 00 ﾂ ｨｺｨｨ, ﾂ0203ｨｮｨｦｨｺｨｨ03) [5], 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ 0904 ﾂｨｨ ｨｰ ｨｺ ｨ 00ｨｬ02ｨｪｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ. 00ｨｪｨ ﾂｨ ﾂｨｨ ｨｰ0907 ｨｺ06ｨｪｨｰ080605ｨｹｨｪ ｨｮｨｬｨｬ04 (03ｨｨｨｪ000504) ﾂ02ｨｺ 09ｨｨｨｬ ｨC n-0008ｨ ｨｬｨｬ (ｨｨ05ｨｨ [], ｨｪｨｨｨｦ 2

212 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ [6] ｨｨ ｨｰ. 0.) ｨｰｨ ｨｺ, ﾂｨｰ06ｨ ﾂｨｺｨｨ ｨｺ080409ｨ 05ｨｨ09ｨｹ, 0305ｨｨ 09ｨｪｨ ｨｰ. 05ｨ ｨｰ02ｨｬ, ｨｰ0902ｨｰ09ｨｰ09ｨｨｨｨ ｨｬ06ｨｦ 08ｨ ｨｪ006ｨｬｨｨ04ｨ 02ｨｨｨｨ, 0904ｨ ｨｨ08ｨ 02ｨｰ ｨｬｨｪ ｨｰ0906 ( ｰsketch ｱ) 05ｨｰｨｨ ｨｺ , ﾂｨ 09ｨｰｨｨ ﾂｨｪ ｨ 002ｨｪｨｨ02 ｨｺ06ｨｰ ｨｨｨｰ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｬ04 08ｨ ｨｪ006ｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ0600ｨｮｨｰ 0905ｨｮ03ｨｨｨｰｨｹ ｨｬ02ｨｰ ｨ 0608ｨ 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ ｨｨ05ｨｨ ｨ 08ｨｨ00ｨｬｨｨ ﾂ0209ｨｺ ｨｰ 005ｨｨｨｪ04 ｨｰ02ｨｺ09ｨｰｨ ﾂｨｨ0905ｨ ﾂ02ｨｺ, 0904ｨ 0608 ｨｺｨ 03006ｨｦ n-ｨｪ06ｨｦ ﾂｨｺｨｨ ｨｨ ｨｰ ｨｰ060 03ｨｨｨｪ0005ｨｨ080609ｨ ｨｪｨｨ07 ｨｪｨ ｨｨ0806ｨｺ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨ 0405ｨｨ ﾂｨｪ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬｨ 0. 02ｨｪ ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 ｨｮｨｬ02ｨｪｨｹ03ｨｨｨｰｨｹ 08ｨ 04ｨｬ ｨ 08ｨ 04ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｮ ｨｰｨｨｨｰｨｹ 04ｨ 0ｨ ﾂｨｮ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ. 00 ｨｰ ｨｬ07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨｰｨ 02ｨｰ0907 ｨｰ ｨｦ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ ｨｨ, ｨｺｨ ｨｺ 0708ｨ 09ｨｨ0506, ｨｰ0802ｨ ｨｮ02ｨｰ ｨｨｨｪ ｨｨｨｨ 06ｨｰｨｪ060302ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ-03ｨｨｨｪ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ060ｨ 0 ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｰｨ 0608 ｨｬｨｪ ｨｰ09ｨ ｨｰｨ 09ｨｨｨｰ0205ｨｹｨｪ ｨｪｨ 0609ｨｪ ｨｺｨ 04ｨ ｨｰ020502ｨｦ 04ｨｪｨ ﾂｨｨｨｬ0609ｨｰｨｨ 05ｨｰｨｨ [7] 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｰ0907 ｨｬｨｪ ｨｰ0906ｨｬ , ｨｺ06ｨｰ ｨｰ ｨｺ09ｨｨｨｺ06ｨｪ, ｨｰ ｨｰｨｹ 09 ｨｪｨ ｨ ｨｨ09ｨ ｨｰ0205ｨｹｨｪ ｨ ｨｰ02ｨｬ 0904 ﾂｨｨ ｨｰ ｨｺ ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨｰｨｪ0609ｨｰｨｹ ｨｰ09ｨ ｨｺ06ｨｰ ｨｮ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 09ｨｪｨ ｨｬ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬ02ｨｰ08ｨｨｨｺ02 ｨｺ0609ｨｨｨｪｨｮ09ｨ ｨ 0502ｨｬｨ ｨｪ02ｨｮ09ｨｰ06ｨｦ ﾂｨｨ090609ｨｰｨｨ ｨｰｨ ｨｺ ｨ ｨｨｨｰｨｬｨ ｨｺ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ ｨｰ02ｨｺ09ｨｰｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｺ 08ｨ ｨｪ006ｨｬｨｨ04ｨ 02ｨｨｨｨ 0907ｨ ｨｬ020809ｨｺｨｨ ｨ ｨｴ02ｨｪｨｨｨｦ) 09 [3] ｨ 02ｨｰ ｨｪｨｨｨｰ0205ｨｹｨｪ04ｨｬ 0904 ﾂｨｨ090502ｨｪｨｨ02ｨｬ 08 09ｨｨ00ｨｪｨ ｨｰｨｮ08, ｨｴｨｨ ｨｬｨｪ ｨｰ09ｨ ｨｬｨｨ ｨｨ090060ｨｪ06ｨｦ ｨｨ ｨｮ ﾂｨ 06ｨｴｨｨ ｨｮ ﾂｨ ｨｦｨｪ04ｨｬ ｨｮ0ｨ 0502ｨｪｨｨ02ｨｬ ｨｪ02ｨｺ06ｨｰ060806ｨｦ 00605ｨｨ ｨｺ0902ｨｬ ｨｨ04 ｨｨ090060ｨｪ06ｨｦ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰｨ 06ｨｰ0907 ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｬｨｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ 0708ｨｨ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｬ ﾂ02ｨｪｨｨｨｨ 006ｨｰ07 ｨ ｨｪ06ｨｦ ｨｨ04 K+ 09ｨｨ00ｨｪｨ ｨｰｨｮ ｨ ｨ 06ｨｰ02 [] ｨｪ ｨｬ02ｨｰ ｨｨ09ｨ ｨｰ0205ｨｹｨｪ : 0904ｨ ｨｨ08ｨ 02ｨｰ0907 ｨｪｨ ｨ (ｨｮ ｨ 09ｨｰ ｨｺ ), ｨｨ ｨｺｨ 03006ｨｬｨｮ ｨｮ 0708ｨｨ0909ｨ ｨｨ09ｨ 02ｨｰ ｨｪｨ ﾂ02ｨｪｨｨ02. 05ｨ ｨｰ02ｨｬ 09ｨｰ0806ｨｨｨｰ ｨｺｨｰ0608, 09 ｨｺ06ｨｰ060806ｨｬ i-ｨｦ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 08ｨ 0902ｨｪ, ｨｨ 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨ 07 ﾂｨ 09ｨｰ06ｨｰｨ i ｨ ｨｨ04 ｨｪｨ ｨ 0608ｨ ｨ 0605ｨｹ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ ｨ, ｨｨ 0 ｨC ｨｨ ｨｬ02ｨｪｨｹ ｨ 03004ｨｦ 0902ｨｺｨｰ0608 ｨｮ09ｨｰ06ｨｦ ﾂｨｨ09 ｨｺ ｨｪ02ｨ 0605ｨｹ03ｨｨｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｰ ｨｺ05ｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0609ｨｪ ｨｰｨｪ060302ｨｪｨｨ ｨｰ09ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 06ｨ ｨｲ020ｨｨｨｪ0706ｨｰ ｨｺ05ｨ 09ｨｰ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ06ｨｴｨｹ06 ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ ｨ ｨｬ04ｨｺｨ ｨｪｨｨ07. 02ｨ ｨｪｨｪ04ｨｦ ｨ ｨｰ0907 ｨｪｨ ｨｨｨ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ02ｨｬ04ｨｬ ｨｪｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ｨｨ04-04ｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ﾂｨｨ090502ｨｪｨｨ ｨｰｨ ｨｰｨｺ06ｨｬ ｨｰｨ ｨｺ ｨ ｨｰ0907 ｨｰ06, ﾂｨｰ06 06ｨｰｨｪ060302ｨｪｨｨ02 00ｨ 04ｨｰｨｹ ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｬ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ06ｨｬ03 ｨｪ ｨｰ0907 ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ04ｨｬ (0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ), ｨｰ06ｨｬｨｮ ｨｨｨｪ ｨｺ05ｨ 09ｨｰ0208 ｨｬ0600ｨｮｨｰ ｨ 09ｨｰｨｹ 08ｨ 04ｨｪ ｨｮｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨｨ ｨｪ04ｨｬ ｨｬ ｨｰ ｨｺ0506 ﾂ02ｨｪｨｨ02 09 ｨｺ05ｨ 09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｪ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬｨｨ ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ. 020ｨｪｨ ｨｺ06 0ｨ ｨｪｨｪ04ｨｦ ｨｰ0907 ｨｬｨ ｨｨｨｬ02ｨｪｨｨｨｬ04ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04-04ｨ ｨ 0605ｨｹ0306ｨｦ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｪ0609ｨｰｨｨ. 0208ｨｮ00ｨｨ02 ｨｬ02ｨｰ06004 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ ｨ 08ｨｨｨ 02ｨｨ07ｨｬｨｨ 09ｨｰｨ ｨｪ0ｨ 08ｨｰｨｪ040 ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｪ ｨ ｨｪｨ 05ｨｨ04ｨ, ｨｪｨ 0708ｨｨｨｬ0208, ｨｬ02ｨｰ060ｨ K ｨｪｨｨ0, ｨｨ0208ｨ 080ｨｨ ﾂ0209ｨｺｨｨ0 ｨｬ02ｨｰ Single Link, Complete Link, Group Average ｨｨ ｨｰ. 0. [] ｨｰｨ ｨｰｨｺ06ｨｬ off-line ｨｬ02ｨｰ ｨｰ0907 ｨｪ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｮ ﾂｨ 02 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｰ05ｨｨ ﾂｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ ｨｨ ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ ﾂｨ 09ｨｰ02ｨｦ. 04ｨ ｨ 06ｨｰ04 on-line (090802ｨｬ02ｨｪｨｨ 04ｨ ｨ ) ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ ｨ ｨｪｨ 05ｨｨ ｨｺ [8] 05ｨｨｨ 06 ｨｰ02ｨｺ09ｨｰｨ [8], [9] ｨｰｨ ｨｰｨｺｨ ｨｬｨｨ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｺ ｨｰ0907 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨｪｨ 05ｨｨ ﾂｨｨ ｨｺ ｨｪｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ﾂｨｮ0909ｨｰ09ｨｨｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｺ ｨｪｨ 05ｨｹｨｪ04ｨｬ ﾂｨｰ02ｨｪｨｨ07ｨｬ ｨ 09ｨｰ ｨ -09ｨｰ08ｨ ｨｪｨｨ02, ｨ ｨｰｨ ｨｺ0302 ｨｪｨ 0708ｨ ｨｪｨｪ0609ｨｰｨｹ 09ｨｺ ｨｪｨ ｨｪｨｨ ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺ02 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｨｨ ｨ 05ｨｨ04ｨｺｨｨｨｬｨｨ ｨ 0609ｨｪ0609ｨ ｨｪｨｨ06 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 04ｨ ｨ ｨ 0ｨ ﾂ 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ0907 [8] ｨｨ [9] ｨ ｨｰ02ｨｪｨｰ02 Google [8] ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 04ｨ ｨｹ040609ｨ ｨｰ ｨｪｨｨ ｨ ｨｪｨｰｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ04 ｨｰ02ｨｺ09ｨｰｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ 04ｨ ｨｰ02ｨｬ ﾂｨｨ090507ｨｰｨｹ ｨｰｨｹ ｨｮ0302 ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ 0904ｨ 08ｨ ｨｪｨｪ ｨ 00ｨｬ02ｨｪｨｰ ｨｬ06ｨｰ0807 ｨｪｨ ｨｰｨｹ 06ｨ ｨｴ02ｨｦ ｨｺ06ｨｪ ｨｨｨｨ, 09 [8] ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ ｨ ｨｪｨｨ02 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨｨ07 09ｨｪｨｨ070702ｨｰ0609, ﾂｨｰ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ 00609ｨｰｨｮ07 ｨｺ 008ｨ ｨｪｨｨｨｬ06ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｨ ｨｰ0806ｨｦｨｺｨｮ 0202 (ｨｬｨ 03ｨｨｨｪ04) 09ｨｪｨｮｨｰ0802ｨｪｨｪｨｨ ｨｬ02 ｨｰ060006, 09 [8] ｨｪ02 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 008ｨｮ00ｨｨ02 ｨ ｨｺｨｰ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 0ｨ ｨｪｨｪ ｨ. 00 [9] ｨ 00ｨ 02ｨｰ0907 ｨｬ02ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 09ｨｮ0000ｨｨｨｺ09ｨｪ ｨｹ0209 (Suffix Tree Clustering), 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ﾂ02ｨｪｨｨｨｨ ｨｪｨｨ070702ｨｰｨ ｨｪｨｨ ｨ 0502ｨｬ ｨｰｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨ ｨｺｨ ﾂ0209ｨｰ0902ｨｪｨｪ040 06ｨｰ0902ｨｰ0609 ｨｪｨ ｨ ｨ 09ｨｰ ｨｨ007ｨｰ ｨｪ02 09 ｨｮ0ｨ 0502ｨｪｨｨｨｨ 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｴｨｨ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｰ080602ｨｪｨｨｨｨ ｨｺｨ 06ｨｴｨｨ00907 ｨｺ05ｨ 09ｨｰ ｨｨ ｨｪｨｨｨｨ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ 002ｨｺ09ｨ ｨｰｨｪ ｨｨ090409ｨ 06ｨｴ02ｨｦ ｨ ｨｪｨｨ02 ｨｺ05ｨ 09ｨｰ ｨ ｨｪｨｪ04ｨｦ ｨ 05ｨｨ040609ｨ ｨｪ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｪｨ ｨｺ06 ｨｰｨ ｨｺ06ｨｦ ｨ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ 06ｨｰ0902ｨｰｨ 09ｨｪ0203ｨｪ02ｨｦ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04, , ｨｪ02 ｨｮｨｬ02ｨｪｨｹ03ｨ 02ｨｰ, ｨ 0ｨ 0302 ｨｮ090205ｨｨ ﾂｨｨ09ｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 09ｨ 02ｨｬ06ｨｦ ｨｹ040609ｨ ｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ ｨｰ , ｨｰ0802ｨ ｨｮ02ｨｰ 06ｨｰ ｨｹ040609ｨ ｨｰ ｨｪ02ｨｺ06ｨｰ ｨｰｨ ｨｪｨｨｨｦ 06 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 09ｨｰ0806ｨｺ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 09ｨｰ0806ｨｺ ﾂｨ 09ｨｰ ｨｰ ｨ 0ｨ ﾂ02ｨｦ 0904 ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 06ｨ ｨｲ02ｨｺｨｰ0609 ｨｨ, ｨ ｨｰ0205ｨｹｨｪ06, 04ｨ 0ｨ ﾂ02ｨｦ 0706ｨｨ09ｨｺｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｬ02ｨｰ060ｨ 0 ｨｪ02 ﾂ02ｨｰｨｺ ｨｰｨ ｨｪｨｨ07 09ｨｰ0806ｨｺ ｨｰ , 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｰｨ ｨｪｨｨｨｨ 09ｨｨｨｬ (ｨｬ02ｨｰ08ｨｨｨｺｨ ｨｪ03ｨｰ02ｨｦｨｪｨ ｨｨ 0708.), ｨｪｨ ｨｰｨ ｨｪｨｨｨｨ 0502ｨｺ0902ｨｬ ( ｨｰｨｹ 0203ｨ ｨｺｨｺｨ 080ｨ ｨｨ 0708.), ｨ ｨｰｨ ｨｺ ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ02ｨｰ06004 (ｨ ｨｨｨｰｨｬ04 Soundex, Phonix). 0306ｨｪ07ｨｰｨｨ02 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨ ｨｪ ｨｪ03ｨｰ02ｨｦｨｪ06ｨｬ ｨｨ ｨｰ0907 ｨｺｨ ｨｺ ｨｬｨｨｨｪｨｨｨｬｨ 05ｨｹｨｪ0602 ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨ 02ｨｨｨｦ 0909ｨｰｨ 09ｨｺｨｨ, ｨｮ0ｨ 0502ｨｪｨｨ07 ｨｨ 04ｨ ｨｬ02ｨｪ04 09ｨｨｨｬ , ｨｪ0206ｨ 0060ｨｨｨｬ ｨ 08ｨ ｨ ｨｪｨｨ07 060ｨｪ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｮ00ｨｮ06 [4]. 02ｨ ｨｪｨｪｨ 07 ｨｬ02ｨｰ08ｨｨｨｺｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｬ02ｨｰ060ｨ 0 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ07 00ｨ 00ｨｪ0208ｨ -08ｨｨ030208ｨ [8] ｨｨ ｨｬｨｨｨｰ ｨｨ 00ｨ ｨｰ0208ｨｬｨ ｨｪ [6] 08ｨ 0903ｨｨ08ｨｨ05ｨｨ 0706ｨｪ07ｨｰｨｨ02 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨｮ ﾂ02ｨｰｨ ｨｮ09ｨｺｨ ｨ - 22

213 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｰ0205ｨｹｨｪ0609ｨｰ02ｨｦ 09ｨｨｨｬ ｨ ｨｨｨ ﾂｨ 09ｨｰ06 03ｨｰ08ｨ 00 04ｨ ｨｮ09ｨｺｨｨ 0904 ﾂｨｨ ｨｰ ｨｬ06ｨｴｨｹ06 ｨ 0000ｨｨｨｪｨｪ06ｨｦ (05ｨｨｨｪ02ｨｦｨｪ06ｨｦ) ｨｬ ｨｨ: cost(g) = s + e * l, s ｨC 0202ｨｪｨ ｨｪｨ ﾂｨ 05ｨ ｨｮ09ｨｺｨ, e ｨC 0202ｨｪｨ ｨｪｨｨ ｨｮ09ｨｺｨ, ｨ l ｨC 005ｨｨｨｪｨ ｨｮ09ｨｺｨ ｨ 09ｨｪｨｨ09ｨ ｨｪｨｨｨｨ 009ｨｮ0 09ｨｰ0806ｨｺ (0708ｨｨ 0708ｨｨ ｨｪｨｨｨｨ 060ｨｪ06ｨｦ 09ｨｰ0806ｨｺｨｨ ｨｺ 008ｨｮ0006ｨｦ). 0308ｨｨ e < s ｨ 0000ｨｨｨｪｨｪ04ｨｦ 03ｨｰ08ｨ 00 04ｨ ｨｮ09ｨｺｨｨ ｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 00ｨ ｨｺｨｰ ｨ 0605ｨｹ0302ｨｦ ｨｰｨｪ0609ｨｰｨｨ ｨｮ09ｨｺｨ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ0 09ｨｨｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ02 060ｨｪ06ｨｦ ｨ 02ｨｨｨｨ 0909ｨｰｨ 09ｨｺｨｨ/04ｨ ｨｬ02ｨｪ04, ﾂ02ｨｬ ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨｮ09ｨｺ ｨｨｨｬ090605ｨｮ ｨｮ05ｨｹｨｰｨ ｨｰ02 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨ ｨ 02ｨｨｨｦ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07. 02ｨｨ09ｨｰｨ ｨｪ02ｨｨ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬ 03ｨｰ08ｨ 0006ｨｬ 04ｨ ｨｮ09ｨｺｨｨ ｨｬ02030ｨｮ 09ｨｰ0806ｨｺｨ ｨｬｨｨ x ｨｨ y 005ｨｨｨｪ04 t ｨｨ v ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪ06 ｨｬ060302ｨｰ ｨ 04ｨｰｨｹ ｨｪｨ ｨｬ06ｨｴｨｹ06 ｨｬ02ｨｰ060ｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ07, ｨｺ06ｨｰ060804ｨｦ 0904 ﾂｨｨ ｨｰ ｨｮ06ｨｴｨｨ02 ｨｰ08ｨｨ ｨｬｨ ｨｰ08ｨｨ0204: M i, j = min{m i-, j- + c(x i, y j ), D i-, j- + c(x i, y j ), I i-, j- + c(x i, y j )} D i,j = min{m i-, j + s + c(x i, 02), D i-, j + e + c(x i, 02)} I i, j = min{m i, j- + s + c(02, y j ), I i, j- + e + c(02, y j )} EditDistance (x t, y v ) = min{m t, v, D t, v, I t, v }, c(x i, y j ) ｨC 09ｨｰ06ｨｨｨｬ0609ｨｰｨｹ 04ｨ ｨｬ02ｨｪ04 09ｨｨｨｬ090605ｨ x i ｨｪｨ 09ｨｨｨｬ y j, 02 ｨC 09ｨｨｨｬ ｨｮ09ｨｺｨ. 00 [5] ｨｪｨ 0002ｨｪ0208ｨｨ08ｨｮ06ｨｴｨ 07 ｨｬ ｨｹ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ, ｨ 09 [4] ｨC 0002ｨｪ0208ｨｨ08ｨｮ06ｨｴｨ 07 ｨｬ ｨｹ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ, ｨｺ06ｨｰ ｨｨ ｨｹ04ｨｮ06ｨｰ ｨ ｨｨｨｰｨｬ 0603ｨｨ0ｨ ｨｪｨｨ07-ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ (Expectation- Maximization) ｨｨ 06ｨ ｨｮ ﾂｨ 06ｨｰ 07ｨ 08ｨ ｨｬ02ｨｰ0804 ｨｬ ｨｨ (09ｨｰ06ｨｨｨｬ0609ｨｰｨｨ 04ｨ ｨｬ02ｨｪ 09ｨｨｨｬ ), ｨｨ ｨｹ04ｨｮ07 06ｨ ｨｮ ﾂｨ 06ｨｴｨｮ ｨ 0608ｨｺｨｮ ｨｰｨ ｨｪｨｪ040 09ｨｰ0806ｨｺ. 08ｨ ｨｺ 06ｨｰｨｬ02 ﾂ02ｨｪ06 09 [4], 06ｨ ｨｮ ﾂ02ｨｪｨｨ02 07ｨ 08ｨ ｨｬ02ｨｰ ｨ ｨｨｨｰｨｬ0609 ｨｪ ｨｨｨｪ0609ｨｨｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ ｨ 0605ｨｹ0306ｨｬ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨｨｨ ｨｨ 0507ｨｨ04060ｨｨ ﾂ0209ｨｺ06ｨｬ 0ｨ 08ｨ ｨｺｨｰ ｨｬ0603ｨｪ040 ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨｨｦ 09ｨｰ0806ｨｺ (ｨｨｨｬ0206ｨｴｨｨ0 ｨｬ0209ｨｰ ｨｨ 0706ｨｨ09ｨｺ ｨｪｨｰ0208ｨｪ02ｨｰ02). 00 [3] 0607ｨｨ09ｨ ｨｪ ｨｬ02ｨｰ ﾂｨｨ090502ｨｪｨｨ07 06ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ, ｨｴｨｨｨｦ ｨｪｨ 04ｨｪｨ ﾂｨ ｨｰｨｹ 08ｨ 0405ｨｨ ﾂｨｪ ｨ ｨ ｨｬ02ｨｪ 060ｨｪ06ｨｦ ｨｰ0806ｨｺｨｨ ｨｪｨ 008ｨｮ00ｨｮ06. 06ｨｰ06 ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨｨ ｨｰｨ ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ040, ｨｺ06ｨｰ ｨｬ0600ｨｮｨｰ ｨ ｨｰｨｹ ｨｪ02ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ﾂｨ 09ｨｰ ｨｰ ｨｴｨｨ ｨｰ0806ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨ ｨｬ0603ｨｪ ｨｰｨｨ ｨ 02ｨｨ06 04ｨ ｨｬ02ｨｪ ｨｰ0806ｨｺｨｨ 00ｨｮ05.03 ｨｪｨ 00ｨｮ05ｨｨ02ｨ ｨｰ06004, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ ｨｰｨ ｨｪｨｨｨｨ 0502ｨｺ0902ｨｬ, ｨｨ08ｨｮ06ｨｰ 0902ｨｺｨｰ0608ｨｪ06ｨｦ ｨｬ ｨｹ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｰ02ｨｺ09ｨｰ04 ｨｺｨ ｨｺ ｨｪｨ ｨ ｨｪｨｨｨｬ ｨｨ04 ｨｪｨ ｨｨｨ ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨ ｨｰｨ ｨｪｨｨ07 09ｨｰ0806ｨｺ ｨｺｨｰ0608ｨｪ06ｨｬ ｨｰ08ｨ ｨｪ09ｨｰ ｨｰ ｨｰｨｹ 0203ｨ ｨｺｨｺｨ 080ｨ : sim(x, y) = {x 0, ｭ, x v } ﾉ {y 0, ｭ, y w } / { x 0, ｭ, x v } ﾈ {y 0, ｭ, y w }, x ｨｨ y ｨC 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨｰ0806ｨｺｨｨ, ｨ {x 0, ｭ, x v } ｨｨ {y 0, ｭ, y w } ｨC ｨｬｨｪ ｨｰ ｨｺ0902ｨｬ 05ｨｰｨｨ0 09ｨｰ0806ｨｺ. 0208ｨｮ0006ｨｦ ｨｬ06ｨｦ 04ｨ 07ｨｨ09ｨｨ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ ｨｰ ｨ 0302ｨｪｨｨ02: dot( x, y) sim( x, y) = = x + y 6ﾓ dot( x, y) ﾆ i x 2 i + ﾆ i ﾆ i x y y i 2 i i 6ﾓ ﾆ i x y 0208ｨｮ0006ｨｦ ｨｮ050708ｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨ02ｨｦ ｨｰｨｨ, 0609ｨｪ0609ｨ ｨｪｨｪ06ｨｦ ｨｪｨ 0902ｨｺｨｰ0608ｨｪ06ｨｬ ｨｰｨ ｨｪｨｨｨｨ 09ｨｰ0806ｨｺ, ｨｰ ｨｰｨｹ ｨｺ0609ｨｨｨｪｨｮ09ｨ, 00ｨｨ04ｨｨ ﾂ0209ｨｺｨｨｨｬ 09ｨｬ ｨｬ ｨｺ06ｨｰ060806ｨｦ ｨｰ0907 ｨｺ0609ｨｨｨｪｨｮ09 ｨｮ0005ｨ ｨｬ02030ｨｮ 0902ｨｺｨｰ0608ｨ ｨｬｨｨ: dot( x, y) sim( x, y) = = x 66 y ﾆ ﾆ i i x x y 0306ｨｬｨｨｨｬ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ, 09 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨ 00ｨ 02ｨｰ0907 ｨｨ ｨ ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺ ｨ ｨｨｨｰｨｬｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ ｨ ｨｬｨｬｨｨ080609ｨ ｨｪｨｨ ﾂｨｨ090502ｨｪｨｨ07 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0902ｨｺｨｰ0608ｨｪ06ｨｬｨｮ ｨｰ08ｨ ｨｪ09ｨｰ09ｨｮ ｨC 09 ｨｺｨ ﾂ0209ｨｰ ｨｨｨｪｨｨ0204 ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ0907 ｨｪ02 09ｨｨｨｬ , ｨ 0502ｨｺ0902ｨｬ ｨｺｨｰ0608ｨｪ06ｨｦ ｨｬ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ ｨｺ0902ｨｬ ｨｬ0600ｨｮｨｰ ｨｰｨｮ07ｨ ｨｰｨｹ ｨｪ02 ｨｰ0605ｨｹｨｺ ｨ ｨｨ ｨｪｨｨ07, ｨｪ06 ｨｨ n-0008ｨ ｨｬｨｬ04 ｨC ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｨ ｨｨ04 n-09ｨｨｨｬ ｨｰ0806ｨｺｨｨ ｨｰｨ ｨｪｨｨ07 09ｨｰ0806ｨｺ 09 ｨｰｨ ｨｺ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｬ060302ｨｰ ｨｨ ｨｹ040609ｨ ｨｰｨｹ0907 ｨｺｨ ｨｺ ｨｰｨｹ 0203ｨ ｨｺｨｺｨ 080ｨ, ｨｰｨ ｨｺ ｨｨ, ｨｪｨ 0708ｨｨｨｬ0208, 0ｨｨ09ｨｰｨ ｨｪ02ｨｨ07, 0607ｨｨ09ｨ ｨｪｨｪｨ [7]: 2 i i ﾆ Gram-dist (x, y) = {x 0, ｭ, x v } + {y 0, ｭ, y w } ｨC 2 ﾁ {x 0, ｭ, x v } n {y 0, ｭ, y w }, x ｨｨ y ｨC 0908ｨ 09ｨｪｨｨ09ｨ 02ｨｬ ｨｰ0806ｨｺｨｨ, ｨ {x 0, ｭ, x v } ｨｨ {y 0, ｭ, y w } ｨC ｨｬｨｪ ｨｰ0906 n-0008ｨ ｨｬｨｬ 05ｨｰｨｨ0 09ｨｰ0806ｨｺ. 0002ｨｰ06004, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 0502ｨｺ0902ｨｬｨ 0, 06 ﾂ02ｨｪｨｹ ｨｺｨｰｨｨ09ｨｪ04 09 ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ07 ｨｰ0802ｨ 0609ｨ ｨｪｨｨｨｦ ｨｺ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ0809ｨ ｨｬ, 060ｨｪｨ ｨｺ06 0ｨｮ ｨ ｨ 06ｨｰｨ 06ｨｰ 0708ｨｨ ｨｪｨ 05ｨｨ ﾂｨｨｨｨ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 0603ｨｨｨ 06ｨｺ ｨｨ 0708ｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨｨｨ ｨｺ060806ｨｰｨｺｨｨ0 09ｨｰ0806ｨｺ. 0806ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨ ｨｨｨｰｨｬ04 09ｨｰｨ 0907ｨｰ ｨｰ0902ｨｰ09ｨｰ09ｨｨ02 ｨｺｨ 03006ｨｦ ｨｨ04 09ｨｰ0806ｨｺ 0006ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨｨｦ ｨｺ060, ｨ 04ｨ ｨｰ02ｨｬ 0708ｨｨｨｬ02ｨｪ0706ｨｰ ｨ 02ｨｨｨｨ 0908ｨ 09ｨｪ02ｨｪｨｨ07, 06ｨ 04 ﾂｨｪ ｨｪ0609ｨ ｨｪｨｪ040 ｨｪｨ 0006ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｦ09ｨｰ09ｨ 0, ｨｨｨｪ06000ｨ ﾂ02ｨｰｨ ｨｪｨｨｨｨ 09 ｨｬ02ｨｰ060ｨ ｨｬｨｨ 0904 ﾂｨｨ090502ｨｪｨｨ07 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨｨｨｪ ｨｪ02ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨ ｨｨｨｰｨｬ04 (ｨｪｨ ｨｨｨ ｨｨ ｨｰｨｪ04ｨｬｨｨ ｨｰ0907 Soundex, 0802ｨ 05ｨｨ040609ｨ ｨｪｨｪ04ｨｦ 09 ｨｪ02ｨｺ06ｨｰ , ｨｨ Phonix) 09 ﾂｨｨｨｰｨ 05ｨｨ09ｨｹ ｨｴｨｨｨｬｨｨ ｨｨ ｨ ｨｺｨｰｨｨ09ｨｪ04ｨｬｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨ 00ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ. 020ｨｪｨ ｨｺ06 ｨ ｨｺｨ 04ｨ ｨｪ06, ﾂｨｰ06 06ｨｪｨｨ ｨｰ ｨｨ ﾂｨｹ ｨｰ0605ｨｹｨｺ06 06ｨｺ % 0706ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ040 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｴｨｨ ｨ 07ｨｨ0902ｨｦ ｨ 09ｨｪ02ｨｪｨｨ06 09 ｨ ﾂ02ｨｬ 60% ｨｮ05ｨｹｨｰｨ ｨｰｨｨ09ｨｪ0609ｨｰｨｹ ｨ 00ｨｨ ﾂ0209ｨｺｨｨ0 ｨ ｨｨｨｰｨｬ ｨｨ ｨｰ ｨｮ ｨｨ070 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ [2] ｨｬ02 ｨｰ060006, Soundex 0708ｨｨｨｪ02ｨｨ07ｨｨｨ 05ｨｹｨｪ06 ｨｪ ｨｨｨｰ 0708ｨｨ ｨｰｨ ｨｪｨｨｨｨ 09ｨｰ0806ｨｺ, 06ｨｰ05ｨｨ ﾂｨ 06ｨｴｨｨ ｨｬ 09ｨｨｨｬ ｨｨ05ｨｨ ｨｨｨｬ0206ｨｴｨｨ ｨ ﾂｨｨ090502ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ (ｨ ｨ ｨｰｨｪ06ｨｦ) ｨｰｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｺｨｰ0608ｨｮ ｨｰｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨ ｨｲ02ｨｺｨｰｨ ｨｨ ｨｹ04ｨｮ02ｨｰ ｨｨｨ ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ02 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ (ｨｪｨ ｨｦ002ｨｪｨｪ040 05ｨｺ ｨｨｨｬ02ｨｪｨｰｨ 05ｨｹｨｪ06) ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ 0902ｨｺｨｰ0608ｨ ｨｨ ｨｮ06ｨｴ ｨｮｨｬｨｬｨｨ080609ｨ ｨｪｨｨ ｨｰ02ｨｦ ｨ ｨｰ- i i y 2 i i i 23

214 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨｨ ｨｮｨｰ0609, 05ｨｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ060ｨｨｨｺ ｨｪｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ 06ｨ ｨｮ ﾂｨ 06ｨｴ02ｨｦ 0904ｨ 0608ｨｺ02. ﾁｨ 09ｨｰ06 04ｨ 0ｨ 06ｨｰ ｨｮｨｬ ｨ ｨｬｨｨ ｨｰｨｨ: T m ｨｨ T a ｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨ 0605ｨｹ0302 T a, ｨｰ06 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ 09 ﾂｨｨｨｰｨ 06ｨｰ0907 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ. 0308ｨｨ ｨｰｨｨ ｨｬ02ｨｪｨｹ0302ｨｦ T m 006ｨｺｨｮｨｬ02ｨｪｨｰ04 09 ﾂｨｨｨｰｨ 06ｨｰ0907 ｨｪ ｨ 0ｨ 06ｨｴｨｨｨｬｨｨ, ｨ 0708ｨｨ ｨｰｨｨ ｨ 0605ｨｹ0302ｨｦ T m ｨｨ ｨｬ02ｨｪｨｹ0302ｨｦ T a ｨｪ0206ｨ 0060ｨｨｨｬ06 09ｨｬ0203ｨ ｨｰ0205ｨｹ09ｨｰ ｨｺ ｨｰｨ. 00 [4] ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07, ｨｰ ｨｨ 06ｨ ｨｲ02ｨｺｨｰ04 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ, ｨｨ ｨｹ04ｨｮ02ｨｰ ｨ ｨｮ ﾂｨ 02ｨｬ04ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ0608 ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ060ｨ ｨｪ ｨｺｨｰ (Support Vector Machine). 02ｨ ｨｪｨｪ04ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ ｨｰ ｨｰ0806ｨｨｨｰ 00ｨｨ ｨｺ0609ｨｰｨｹ, 08ｨ ｨｴｨｮ06 006ｨｺｨｮｨｬ02ｨｪｨｰ04-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ04 ｨｨ ｨｪ020ｨｮｨ 05ｨｨｨｺｨ ｨｰ04, ｨｨ ｨｪ020709ｨｪ ｨｨ0909ｨ ｨｨ09ｨ 02ｨｰ 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ 0902ｨｺｨｰ0608ｨ ｨｰｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｪｨｪ06ｨｦ 06ｨ ｨｮ ﾂｨ 06ｨｴ02ｨｦ 0904ｨ 0608ｨｺｨｨ. 020ｨｪｨ ｨｺ06 ｨｨ 0708ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ02 00ｨｨｨｺ09ｨｨ080609ｨ ｨｪｨｪ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ 0902ｨｺｨｰ0608ｨ ｨｰｨｨ, ｨｨ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 ｨｬ02ｨｰ060ｨ ｨｪ ｨｺｨｰ ｨｪｨ ﾂｨ 06ｨｰ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 (00507 ｨｺ06ｨｪｨｺ0802ｨｰｨｪ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ040) 00ｨｮｨｪｨｺ02ｨｨｨｦ 0904 ﾂｨｨ090502ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｰｨｨ ｨｨ ｨｨｨｬ0206ｨｰ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ04ｨｦ ｨｪ ｨｰｨ ｨｰ06ｨｺ ｨC 06ｨｪｨｨ ｨ 00ｨ 06ｨｰ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰｨｺｨｮ06 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｮ 0ｨ ｨｪｨｪ040. 0ｨ 0708ｨｨｨｬ0208, ｨｨ ｨ 07ｨｨ09ｨｨ (09ｨｪｨｨ070702ｨｰ04 05ｨｨｨ 06 00ｨ ｨｬｨｨ05ｨｨ07 ｨｨ ｨｨｨｬ07) ｨｰｨ ｨｪ04 ｨｬ0209ｨｰｨ ｨｬｨｨ, ｨｰ06 05ｨｨｨ 06 ｨｪ0206ｨ 0060ｨｨｨｬ06 ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ ｨｰｨ ｨｺｨｮ ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｪｨ ｨ 0608ｨ 0ｨ ｨｪｨｪ040 ( ﾂｨｰ ｨｰ ｨｺ ｨｮ0ｨｮ00302ｨｪｨｨ06 ｨｺｨ ﾂ0209ｨｰ09ｨ 0706ｨｨ09ｨｺｨ ｨ ｨｴ02ｨｦ ﾂｨ 09ｨｰｨｨ ｨｺ060807ｨｮ09ｨ, ｨｮ ｨｺ06ｨｰ060806ｨｦ ｨｰｨ ｨｺｨ ｨｨｨ ｨｺｨ ｨｪ ｨｮｨｴ02ｨｪｨ ), 05ｨｨｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｰ06ｨｦ 04ｨ 07ｨｨ09ｨｹ06 ｨ ｨｮ002ｨｰ ｨ ｨｮ05ｨｹｨｰｨ ｨｰｨｪ04ｨｬ ｨｰ ｨｪｨｺｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨ ｨｨｨｰｨｬ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ﾁｨ 09ｨｰ ｨｪｨｺｨ ｨｺｨ ﾂ0209ｨｰ09ｨ 08ｨ ｨ 06ｨｰ ｨｨ09ｨｺ ｨｨ09ｨｰ02ｨｬ ｨｬ ｨｨ ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ﾂｨ 09ｨｰｨｪ0609ｨｰｨｨ ｨｪ02ｨｪｨ ｨｺｨ ｨｺ ｨ 0605ｨｹ03ｨｨｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ08ｨｨｨｺ, ｨｰｨ ｨｺ ｨｨ 09ｨｮｨ ｨｲ02ｨｺｨｰｨｨ09ｨｪ04ｨｬ 0ｨ 08ｨ ｨｺｨｰ020806ｨｬ 06ｨｰｨｪ060302ｨｪｨｨｨｦ ｨ ｨｪｨｰｨｪ0609ｨｰｨｹ03 ｨｨ 00ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｦ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ03. 0ｨ 0708ｨｨｨｬ0208, 09 [0] ｨｮｨｺｨ ｨ 02ｨｰ0907, ﾂｨｰ06 ｨｬｨｪ02ｨｪｨｨ07 009ｨｮ0 05ｨｺ ｨｰ0609, 0708ｨｨｨｪｨｨｨｬｨ 06ｨｴｨｨ ｨｪｨｨ ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09 ｨ 0605ｨｹ0306ｨｦ 09ｨｰ020702ｨｪｨｨ ｨｪ ｨｰ0907 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ (00 ｭｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｨ ｨｪ06ｨｰｨ, ｨｨ04ｨｬ020802ｨｪｨｪ0402 ｨｬ02030ｨｮ 05ｨｺ ｨｰｨ ｨｬｨｨ, ｨｰｨ ｨｰ 06ｨｺ %. 06ｨｰ06 ｨｪｨ ｨｺ05ｨ 00409ｨ 02ｨｰ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｮ ｨｪ ｨ ｨｪｨｨ02ｨｮ ｨｪｨ ｨｺｨ ﾂ0209ｨｰ ｨｨ09ｨｺｨ 09 08ｨ ｨｦ06ｨｪ02 65 %, 09 03ｨｨ0806ｨｺｨｨｨｬｨｨ ｨｺ060502ｨ ｨ ｨｪｨｨ07ｨｬｨｨ 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ ｨｰ02ｨｬ0403) ｨｹ03ｨｨｨｪ09ｨｰ0906 ｨｬ02ｨｰ08ｨｨｨｺ ｨｪｨｺｨｨ ｨｰ02ｨｺ09ｨｰ ｨｨ09ｨｺｨ 0609ｨｪ0609ｨ ｨｪ04 ｨｪｨ 06ｨｰｨｪ060302ｨｪｨｨｨｨ 0708ｨｨｨｪｨ ｨｪ0609ｨｰｨｨ ( ｨ ｨｪｨｰｨｪ0609ｨｰｨｨ) 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｺ05ｨ 09ｨｰ0208ｨｮ (04ｨ ｨｮ) [2]. 0ｨ ｨｨ05ｨｮ ﾂ03ｨｮ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｮ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ ｨ 06ｨｰ04 09ｨｨ09ｨｰ02ｨｬ ｨ 0ｨ ﾂｨ 0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ 0ｨ 06ｨｰ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ (precision) ｨｨ ｨｪ06ｨｰ04 (recall) ﾂｨｪ0609ｨｰｨｹ (precision) 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨ ｨｪ0609ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬ ｨ 09ｨ ｨｰｨｹ ｨｨ09ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｰ0605ｨｹｨｺ06 006ｨｺｨｮｨｬ02ｨｪｨｰ04, ｨｪｨ 09ｨ ｨｬ06ｨｬ ｨｴｨｨ ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ ｨｪ06ｨｰｨ (recall) 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨ ｨｪ0609ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬ04 ｨｪｨ 0060ｨｨｨｰｨｹ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ04, ｨｪ06 ｨｪ02 ｨｮ ﾂｨｨｨｰ0409ｨ 02ｨｰ ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 ｨｪ020ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, 0603ｨｨｨ 06 ﾂｨｪ ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 09 ｨｺｨ ﾂ0209ｨｰ0902 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609. NumberOfCorrectlyFoundDocs precision = NumberOfTrialDocs NumberOfCorrectlyFoundDocs recall = NumberOfSampleDocs 0606 ﾂｨｪ0609ｨｰｨｹ 08ｨ 09ｨｪｨ 06ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0708ｨ 09ｨｨ05ｨｹｨｪ06 ｨｪｨ ｨｦ002ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ ｨｪｨ ｨｦ002ｨｪｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪ06ｨｰｨ ｨｰ ｨｰｨｪ060302ｨｪｨｨ02ｨｬ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ 0708ｨ 09ｨｨ05ｨｹｨｪ06 ｨｪｨ ｨｦ002ｨｪｨｪ040 09ｨｨ09ｨｰ02ｨｬ06ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609-0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, ｨ ｨｴｨｨ ｨｰ0209ｨｰ060906ｨｦ 0904ｨ 0608ｨｺ02. F-ｨｬ0208ｨ ｨｰ ｨ 08ｨｬ06ｨｪｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｪｨｨｨｬ ｨｨ ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ02ｨｰ0907 ｨｺｨ ｨｺ 020ｨｨｨｪｨ 07 ｨｬ02ｨｰ08ｨｨｨｺｨ, 06ｨ ｨｲ020ｨｨｨｪ0706ｨｴｨ 07 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ: F = 2 ﾁ precision ﾁ recall / (precision + recall) ｨｰｨｪ060302ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ, ｨ ｨｰｨ ｨｺ ｨｪｨ - ﾂ02ｨｪｨｨ02 F-ｨｬ020804, 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｰｨｨ, 0708ｨｨ ｨｺ06ｨｰ ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 09 ﾂｨｨｨｰｨ 06ｨｰ0907 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ. 06ｨ ｨｺ ｨｺｨ ｨｺ 09 08ｨ 04ｨｪ040 09ｨｨ09ｨｰ02ｨｬｨ 0 ｨｨ 04ｨ 0ｨ - ﾂｨ ｨｪｨ 0603ｨｨｨ ｨｺｨｨ ｨ ｨｨ 0603ｨｨｨ ｨｺｨｨ 09ｨｰ ｨ ｨｰ ｨ 04ｨｪ06ｨｦ, ｨｰ06 ｨｪｨ ｨｨｨ ｨｪ ｨｰｨ ｨｪｨｨ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ 0 09ｨｨ09ｨｰ02ｨｬ04 0ｨ 02ｨｰ 0008ｨ 00ｨｨｨｺ ｨｪ06ｨｰ04/ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ( ﾂｨ 09ｨｰ06 ｨｨ ｨｹ04ｨｮ06ｨｰ ｨｨ05ｨｨ 20-ｨｰ06 ﾂ02 ﾂｨｪ ｨ 00ｨｨｨｺｨｨ, ｨｨ04ｨｬ020802ｨｪｨｪ ｨｬ02ｨｰ060ｨｨｨｺ02 TREC [2]) ｨｨ ｨｨ ｨ ｨｪｨｨ ｨｪ0609ｨｪ06ｨｦ ｨｹ06 0ｨ ｨｪｨｪ06ｨｦ 08ｨ ｨ 06ｨｰ ｨｰ0907 ｨｨ ｨ ｨｪｨｨ ｨｮ06ｨｴｨｨ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 04ｨ 0ｨ ﾂ02 on-line 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609: 6ｦ 0508ｨ 09ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 09ｨｰ0806ｨｺ ｨｺｨ ｨｺ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07, ｨｰｨ ｨｺ ｨｨ ｨｪｨ 0609ｨｪ ｨｺｨｰ0608ｨｪ06ｨｦ ｨｬ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ (ｨｪｨ 0609ｨｪ ｨｺ0902ｨｬ). 6ｦ 0508ｨ 09ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0 ｨｨ 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｦ ｨｪｨｺｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ on-line ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｦ ｨｪｨｺｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 09ｨｪｨｨ070702ｨｰ0609 ｨｨ 008ｨｮ00ｨｨ0 ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ, 09040ｨ 09ｨ 02ｨｬ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ 09 06ｨｰ0902ｨｰ ｨｪｨ 04ｨ ｨｹ040609ｨ ｨｰ ｨｰｨ ｨｪ0609ｨｺｨ 04ｨ 0ｨ ﾂｨｨ ｨｪｨ ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨ ｨｨｨｰｨｬｨ 0706ｨｨ09ｨｺｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ ｨｲ02ｨｺｨｰ ｨ ｨｪｨｨ05ｨｨｨｴ02 0ｨ ｨｪｨｪ040 03ｨｮ09ｨｰｨｹ x = (x, ｭ, x d ) ｨC 0902ｨｺｨｰ0608 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰｨ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ, ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｹ d ｨC ｨｺ0605ｨｨ ﾂ0209ｨｰ0906 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰｨ x. 0ｨ 0708ｨｨｨｬ0208, 06ｨ ｨｲ02ｨｺｨｰ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ ｨｬ060302ｨｰ ｨｰｨ ｨｰｨｹ 0906ｨ 06ｨｦ 04ｨ 07ｨｨ09ｨｹ ｨ ｨ ｨ ｨｪｨｪ040 (ｨｨ ｨｰ06000ｨ x i ｨC ｨｪｨｪ ｨ 07ｨｨ09ｨｨ) ｨｨ05ｨｨ, 09 ｨｪｨ 0302ｨｬ 0905ｨｮ ﾂｨ 02, 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ (ｨｨ ｨｰ06000ｨ x i ｨC 08ｨ 0405ｨｨ ﾂｨｪ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ04, ｨｪｨ 0708ｨｨｨｬ0208, 04ｨ ｨｺ, 09ｨｪｨｨ070702ｨｰ04, ｨｰ02ｨｺ09ｨｰ). X = {x, ｭ, x n } ｨC ｨｬｨｪ ｨｰ ｨ ｨｲ02ｨｺｨｰ ｨｬ02ｨｰｨｪ06ｨｦ 06ｨ 05ｨ 09ｨｰｨｨ, i-ｨｦ 06ｨ ｨｲ02ｨｺｨｰ ｨｨ04 X ｨｰ0907 ｨｺｨ ｨｺ x i = (x i, ｭ, x id ). S = {S l } ｨC ｨｬｨｪ ｨｰ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 009ｨｮ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰｨ x. 02ｨ 04 ﾂｨｪ ｨ 0ｨ ﾂｨ 0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 S l 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 06ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 009ｨｮ0 09ｨｰ0806ｨｺ. s i,j = (s, ｭ, s d*d ) = (s i,j,, ｭ, s i,j,q, ｭ, s i,j,d*d ) ｨC 0902ｨｺｨｰ ｨｰｨｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｺｨｰ x i ｨｨ x j 08ｨ 04ｨｬ0208ｨｪ0609ｨｰｨｨ d 2, s i,j,q ｨC q- ｨｰｨ 07 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ 0902ｨｺｨｰ0608ｨ s i,j, ｨｰ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ

215 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｰｨｨ h-ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0902ｨｺｨｰ0608ｨ x i ｨｨ g-ｨｦ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ 0902ｨｺｨｰ0608ｨ x j ｨ : s i,j,q = S l (x ih, x jg ), q ﾊ [, d 2 ], h ﾊ [, d], g ﾊ [, d] 03ｨｮ09ｨｰｨｹ V(s i,j ) ｨC 06ｨ ｨｴｨ 07 (ｨ ｨｨ08ｨｮ06ｨｴｨ 07) 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ 009ｨｮ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｺｨｰ x i ｨｨ x j, 06ｨｰ06ｨ 08ｨ 03ｨ 06ｨｴｨ 07 d 2 -ｨｬ0208ｨｪ04ｨｦ 0902ｨｺｨｰ0608 s i,j ｨｪｨ 0ｨｨｨ 07ｨ 0406ｨｪ 0902ｨｴ0209ｨｰ0902ｨｪｨｪ040 ﾂｨｨ ｨｰ D i,j = {, ｨｨ x i ｨｨ x j 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ04; 0, ｨｨｨｪｨ ﾂ02} 0306ｨｨ09ｨｺ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ ｨｲ02ｨｺｨｰ ｨ ｨｪｨｨ05ｨｨｨｴ02 0ｨ ｨｪｨｪ040 09ｨｺ0506 ﾂｨ 02ｨｰ ｨ ｨｮ06ｨｴｨｨ02 05ｨｰｨ 0704: ｨｪｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰｨ, ｨｰ080602ｨｪｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｺｨｰ0608ｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 ｨC ｨｪｨｨ ｨｰ02ｨｪ02ｨｨｨ 05ｨｹｨｪ040 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｬ06ｨｴｨｹ06 ｨｺｨ ｨｺｨｨ0-05ｨｨｨ ｨｺｨｰｨｨ09ｨｪ040 ｨｺ08ｨｨｨｰ0208ｨｨ0209 ｨｨ05ｨｨ ｨｬ02ｨｰ08ｨｨｨｺ ｨｰ080602ｨｪｨｨ ｨｺｨｰ ｨｰｨｨ s i,j ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 0902ｨｺｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨｰ06ｨ 08ｨ ｨｪｨｪ040 06ｨ ｨｲ02ｨｺｨｰ ﾂｨｨ090502ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨ ｨｨ08ｨｮ06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ V(s i, j ) 0902ｨｺｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰ0609 x i ｨｨ x j. 5. 0ｨ 0609ｨｪ0609ｨ ｨｪｨｨｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨ ｨｨ08ｨｮ06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ V(s i, j ) 0902ｨｺｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰ ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07, ｨｰ ｨｨ 06ｨ ｨｲ02ｨｺｨｰ04, ｨｰｨ ｨｪｨｪ ｨｺｨｰ0608ｨ ｨｬｨｨ x i ｨｨ x j, ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｬｨｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰｨ ｨｬｨｨ, ｨｨ05ｨｨ ｨｪ02ｨｰ. 02ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｺ05ｨ 09ｨｰ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｬ0603ｨｪ ｨｰｨ 09ｨｨｨｰｨｹ ｨｮ06ｨｴｨｨ02 04ｨ 0ｨ ﾂｨｨ ｨｰ080602ｨｪｨｨ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｬ02ｨｰ060ｨ 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609:. 0ｨ ｨｦｨｰｨｨ ｨｺｨｰｨｨ09ｨｪ04ｨｦ ｨｬ02ｨｰ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ08ｨｮ06ｨｴ02ｨｦ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ06ｨｰ ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｬ ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ 0708ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07 ｨｨ ｨｪ0706ｨｴ02ｨｦ ｨ 0708ｨｨ02ｨｬ0502ｨｬ ｨｬ07) ｨｪｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰ0609 X = { xi } ｨ 08ｨｨｨｰ0205ｨｹｨｪｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 03ｨ 0804 (xi, xj) ｨｰ080602ｨｪｨｨ ｨｺｨｰ ｨｰｨｨ si,j 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｺｨｰ ｨｰ06ｨ 08ｨ ｨｪｨｪ040 06ｨ ｨｲ02ｨｺｨｰ0609 si,j ｨｺｨ 03006ｨｦ 07ｨ 0804 (xi, xj) 0004 ﾂｨｨ090502ｨｪｨｨ02 04ｨｪｨ ﾂ02ｨｪｨｨ07 ｨ ｨｨ08ｨｮ06ｨｴ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ V(si,j) 0902ｨｺｨｰ V(si,j) ｨｺｨ 03006ｨｦ 07ｨ 0804 (xi, xj) 0308ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ ｨｰｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨ ｨｲ020ｨｨｨｪ02ｨｪｨｨ02 09 ｨｺ05ｨ 09ｨｰ ｨｨ ｨｬｨ ｨ 0706ｨｨ09ｨｺｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ ｨｪｨｨ05ｨｨｨｴ02 0ｨ ｨｪｨｪ ｨ ｨｦｨｰｨｨ ｨｬｨｪ ｨｰ ｨｮｨｪｨｺ02ｨｨｨｦ S ｨｰｨ ｨｺ0602, ﾂｨｰ06 V(s i, j ) ｨC 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪｨ 07 ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｨ D i,j i, j: x i ｨｨ x j ﾊ X 0708ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ V. 3. 0ｨ ｨｦｨｰｨｨ 00ｨｮｨｪｨｺ02ｨｨ06 V, ｨｴｨｮ ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨ02ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ D i,j i, j: x i ｨｨ x j ﾊ X 0708ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｬ ｨｬｨｪ ｨｰ0902 S. 0ｨ 0708ｨ ｨｺｨｰｨｨｨｺ02 ﾂｨ 09ｨｰ06 04ｨ ｨｬ02ｨｪ0706ｨｰ 04ｨ 0ｨ ﾂｨｮ (04ｨ 0ｨ ﾂｨｮ 0706ｨｨ09ｨｺｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ06ｨｦ ｨ ｨｺ09ｨｨｨｬｨ 02ｨｨｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ D i,j ) ｨｪｨ 04ｨ 0ｨ ﾂｨｮ 0706ｨｨ09ｨｺｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ V(s i,j ) ｨｰｨ ｨｺ06ｨｦ, ﾂｨｰ06ｨ 04 ｨｬｨ ｨｺ09ｨｨｨｬｨｨ04ｨｨ080609ｨ ｨｰｨｹ 04ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 0708ｨｨ 04ｨ 0ｨ ｨｪｨｪ06ｨｬ ｨｮ080609ｨｪ ｨｪ06ｨｰ ｨｪｨｨ ｨｪ07ｨｰｨｨ07 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 06ｨ ｨｲ02ｨｺｨｰ ｨｮ002ｨｬ ｨｪｨ ｨ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ06 V(s i,j ) 06ｨ ｨｴ02ｨｦ (ｨ ｨｨ08ｨｮ06ｨｴ02ｨｦ) ｨｰｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｺｨｰ x i ｨｨ x j ﾊ X 06ｨ ｨｲ02ｨｺｨｰ ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ, ｨｨ: V(s i,j ) = V(s, ｭ, s n ) = a s + ｭ + a n s n, a, ｭ, a n ｨC ﾂｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ04, n = d 2. 0ｨ ｨｬ 00ｨｮｨｪｨｺ02ｨｨ06 V(s i,j ) 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺｨｨ0 0902ｨｺｨｰ x i ｨｨ x j ﾊ X 06ｨ ｨｲ02ｨｺｨｰ0609 0ｨｨｨｪｨ ｨｬｨｨ- ﾂ0209ｨｺ06ｨｦ, ｨｨ: V(s i,j ) = f (s, ｭ, s n ) ﾁ s + ｭ + f n (s, ｭ, s n ) ﾁ s n, ｨｰ07 ｨ ｨｪｨ ｨｨ04 00ｨｮｨｪｨｺ02ｨｨｨｦ f i (s, ｭ, s n ), i02[, n] ｨｪ ｨｰ0907 ｨｺ06ｨｪ09ｨｰｨ ｨｪｨｰ06ｨｦ. 06ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 06ｨ ｨｲ02ｨｺｨｰ ﾂｨｨ ｨｰ0907 ｨｪｨ 0609ｨｪ ｨｨ07ｨｨ090409ｨ ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 ( ｨ ｨｪｨｪ06ｨｦ 0904ｨ 0608ｨｺｨｨ) ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｰｨｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ 0902ｨｺｨｰ ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 06ｨ ｨｲ02ｨｺｨｰ ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨ07ｨｨ090409ｨ 06ｨｰ ｨ ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ 0902ｨｺｨｰ0608ｨ ｨｰｨｨ s i, j 09 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｨ 06ｨｰ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ 05ｨｰｨｨ0 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰ ｨｰ060ｨｨｨｺｨ ｨｨ ｨ ｨｪｨｨ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｬ020ｨ ｨｪｨｨ04ｨｬｨ ｨ 08ｨｨｨｰ0205ｨｹｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨ ｨｹ040609ｨ 05ｨ 09ｨｹ 09040ｨ ﾂｨ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨ ｨｪｨｨ ﾂ02ｨｪｨｪ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨ ｨｪｨｰｨｪ040 04ｨ ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨｺｨｮｨｬ02ｨｪｨｰ0609, 09040ｨ 09ｨ 02ｨｬ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ 08ｨｪ002ｨｺ ｨｰ0902ｨｰ ｨｪｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｦ 04ｨ ｨｰ06006ｨｬ 05ｨｺ ｨｰｨｪ06ｨｦ ｨｪｨｺｨｨ ｨ 0405ｨｨ ｨｪ04 0ｨｮｨ 05ｨｨ08ｨｮ06ｨｴｨｨ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨｰ0609ｨｺｨｨ ｨｰ0209ｨｰ060906ｨｦ 0904ｨ 0608ｨｺｨｨ 05ｨｺ ｨｰｨ ｨｬｨｨ ｨ ｨｪ02ｨｪ06 06ｨｺ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ 04ｨ ｨｪｨｪ04ｨｦ 06ｨ ｨｲ02ｨｬ ｨｰ0209ｨｰ060906ｨｦ 0904ｨ 0608ｨｺｨｨ ｨｰ ｨｰｨ ｨｰ06 ﾂｨｪ04ｨｬ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0708ｨｨ 006ｨ ｨ ｨｪｨｨｨｨ ｨｪ ｨ ｨ 08ｨ ｨｺｨｰ ｨｮ ﾂｨ 02ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｪ02 ｨｨ04ｨｬ02ｨｪ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ 09 ﾂｨｨｨｰｨ ｨｨｨｪｨ ｨ ｨｴｨｨｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｮ, ｨｨ 06ｨｪ ｨｪ ｨ 05 ｨｪｨｨｨｺｨ ｨｺ06ｨｦ 09ｨｮｨｴ0209ｨｰ0902ｨｪｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨ ｨｪｨｪ06ｨｦ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺｨｨｨｬ 04ｨ ｨｬ, ｨｪ ｨ ｨｴ02ｨｦ ｨｮ00ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰｨ 0 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 02ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨ. 0002ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ04 08ｨ 0909ｨｬｨ ｨｰ08ｨｨ09ｨ 05ｨｨ09ｨｹ ｨｺｨ ｨｺ 06ｨ ｨｲ02ｨｺｨｰ04, ｨｨｨｬ0206ｨｴｨｨ02 ｨｪｨ ｨ ｨｰ0806ｨｺ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ0609, ｨｰｨ ｨｺｨｨ0 ｨｺｨ ｨｺ 04ｨ ｨｺ, 09ｨｪｨｨ070702ｨｰ04, 0008ｨ 00ｨｬ02ｨｪｨｰ04 ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ080602ｨｪｨｨ02ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨ ﾂ0209ｨｺ ｨｺｨｰ0608ｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ (ｨｰ ｨ ｨｪｨｨ07, 09ｨｪｨｨ070702ｨｰ

216 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｨ 04ｨ ｨｺｨ ) 09ｨｪｨｨｨｬｨ 05ｨ 09ｨｹ HTML 08ｨ 04ｨｬ02ｨｰｨｺｨ, ｨ 04ｨ ｨｰ02ｨｬ ｨｮ0ｨ ｨｨ09ｨｹ ｨｨｨｬ , ｨｺ0806ｨｬ02 08ｨｮ0909ｨｺｨｨ0 ｨｨ 05ｨ ｨｰｨｨｨｪ09ｨｺｨｨ0 ｨ ｨｮｨｺ09, 02ｨｨ0008 ｨｨ ｨｪ02ｨｺ06ｨｰ ｨｪｨ ｨｺ ｨｨｨｪｨ ｨｪｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 00ｨｮｨｪｨｺ02ｨｨｨｦ 0904 ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 09ｨｰ0806ｨｺ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨ ｨｮ ﾂｨｨ0903ｨｨ ｨｰ0806ｨｺ ｨｮ0ｨ ｨｨ09ｨｹ ｨ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ ｨｮ06ｨｴｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 09ｨｰ0806ｨｺ: 6ｦ ｨｰｨｹ, 0609ｨｪ0609ｨ ｨｪｨｪｨ 07 ｨｪｨ 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ, 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 09ｨｪｨｨ070702ｨｰｨ ｨｬ ｨｨ 04ｨ ｨｺｨ ｨｬ, ｨ ｨｰｨ ｨｺ0302 ｨｺ 07ｨ 08ｨ 0008ｨ 00ｨ ｨｬ, ｨｨ ﾂ02ｨｪｨｪ04ｨｬ ｨｨ ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ. 6ｦ ｨｰｨｹ, 0609ｨｪ0609ｨ ｨｪｨｪｨ 07 ｨｪｨ 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 09ｨｪｨｨ070702ｨｰｨ ｨｬ ｨｨ 04ｨ ｨｺｨ ｨｬ. 6ｦ ｨｰｨｹ 0203ｨ ｨｺｨｺｨ 080ｨ ｨｪｨ ｨｮ080609ｨｪ ｨｺ0902ｨｬ ( ) 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 09ｨｪｨｨ070702ｨｰｨ ｨｬ, 04ｨ ｨｺｨ ｨｬ, ｨ ｨｰｨ ｨｺ ｨ 08ｨ 0008ｨ 00ｨ ｨｬ ｨｨ ｨｪ06ｨｬｨｮ ｨ ｨｪｨｨ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ. 6ｦ ｨｰｨｹ, 0609ｨｪ0609ｨ ｨｪｨｪｨ 07 ｨｪｨ 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ, 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0502ｨｺ0902ｨｬｨ ｨｬ ( ｨ ｨｬ) ｨｨ ｨｨ ｨｹ04ｨｮ06ｨｴｨ ｨ 09ｨｪ02ｨｪｨｨ07 09ｨｪｨｨ070702ｨｰ0609 ｨｨ 04ｨ ｨｺ ｦ 0606 ﾂｨｪ ｨ 0902ｨｪ09ｨｰ ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 09ｨｪｨｨ070702ｨｰｨ ｨｬ ｨｨ 04ｨ ｨｺｨ ｨｬ (ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪｨ 07 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ) ｨｨｨｪ07ｨｰ ｨｪｨｨ02 06 ｨｪ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 06ｨ 06ｨ ｨｴ02ｨｪｨｪ06ｨｦ 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ﾂｨｨ090502ｨｪｨｨ ｨｰｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ04-04ｨ 06ｨｰ09ｨｮｨｰ09ｨｰ09ｨｨ07 09 ｨｨ0 09ｨｪｨｨ070702ｨｰｨ 0 ｨｨ 04ｨ ｨｺｨ 0 06ｨ ｨｴｨｨ0 ｨｨ 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ ｨｺ08ｨ ｨｴ02ｨｪｨｨｨｦ ﾂｨｨ090502ｨｪｨｨ07 06ｨ ｨｴ02ｨｦ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨｰ0608ｨｮ ｨｰｨｨ ｨｨ0 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 0908ｨ 09ｨｪｨｨ09ｨ 05ｨｨ09ｨｹ 009ｨ ｨ : ｨｰ08ｨ 0ｨｨ02ｨｨ06ｨｪｨｪ04ｨｦ, 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ 06ｨ ｨｴ02ｨｦ ｨｰｨｨ, ｨｨ ｨｪｨｪ04ｨｦ 09 0ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨ ｨｨ08ｨｮ06ｨｴ02ｨｦ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ﾂ0209ｨｰ0902 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺ06ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ 0708ｨｨｨｬ02ｨｪ ｨｹ ｨ 0302ｨｪｨｨ02: V(s i,j ) = ｦｲ a i OrderByMax i (s, ｭ, s 4 ) s i + bs t, s, ｭ, s 4 ｨC 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨｮ0 09ｨｪｨｨ070702ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ02030ｨｮ 0906ｨ 06ｨｦ ( ｨｦ 09ｨｪｨｨ070702ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0908ｨ 09ｨｪｨｨ09ｨ ｨｬ 09ｨｪｨｨ070702ｨｰ ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨｦ 09ｨｪｨｨ070702ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨC ｨｰ060804ｨｬ 09ｨｪｨｨ070702ｨｰ06ｨｬ 09ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｰ. 0.), s t ｨC 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 04ｨ ｨｺ0609, OrderByMax i ｨC 00ｨｮｨｪｨｺ02ｨｨ07, ｨ ｨｴｨ 06ｨｴｨ 07 i-ｨｦ ｨｬ02ｨｪｨｰ 06ｨｰ090608ｨｰｨｨ080609ｨ ｨｪｨｪ ｨｮｨ 0409ｨ ｨｪｨｨ ｨｨ09ｨｺｨ, a i ｨｨ b ｨC ﾂｨｨ ｨｺ ｨｨ02ｨｨ02ｨｪｨｰ ｨｰ080602ｨｪｨｨ07 ｨｺ05ｨ 09ｨｰ (ｨｺｨ ｨｺ 05ｨｰｨ 0506ｨｪｨｪ040, ｨｰｨ ｨｺ ｨｨ ｨｰ0209ｨｰ ) ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｹ040609ｨ ｨｹ ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ ｨ ｨｬ04ｨｺｨ ｨｪｨｨ02 06ｨｰｨｪ060302ｨｪｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨｪ060302ｨｪｨｨ02 00ｨ 04ｨｰｨｹ ｨｪ02 ﾂ02ｨｰｨｺｨｨｨｬ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ06ｨｬ ｨｰ0907 ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ04ｨｬ 0708ｨｨ 08ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨｨｨ ｨｰ0605ｨｹｨｺ ｨ ｨｪｨｰｨｪ06ｨｦ 04ｨ ｨｮ ﾂｨ 09ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ (09 06ｨ ｨｴ02ｨｬ 0905ｨｮ- ﾂｨ 02 0ｨ ｨｪｨｪ ｨｰｨｪ060302ｨｪｨｨ02 ｨｪ ｨｰ0907 ｨｰ08ｨ ｨｪ04ｨｨｨｰｨｨ09ｨｪ04ｨｬ) ｨｪｨｨ ｨｰｨｨ 009ｨｮ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨｨｪｨｨｨｬｨ ｨｹ 0708ｨｨ ｨｪｨｨｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 009ｨｮ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0ｨ ｨｪｨｪ ｨｪｨ ﾂ02ｨｪｨｨ07 T a = T m = T ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ ｨｹ040609ｨ 05ｨｨ09ｨｹ 0008ｨ 00ｨｨｨｺｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ/070605ｨｪ06ｨｰ04 (ｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｮ0804 ｨｨｨｪｨｰ ｨｨｨｨ, 0708ｨｨｨｪ07ｨｰ06ｨｦ 09 TREC) ｨｨ 0008ｨ 00ｨｨｨｺｨｨ F-ｨｬ020804, ｨｮ ﾂ02ｨｪｨｪ ｨｮｨｰ02ｨｬ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07 T ｨｺ08 06ｨｰ ｨｨｨｪｨｰ020809ｨ 0506ｨｬ ｨｬ06ｨｰ0807 ｨｪｨ 03ｨｨ0806ｨｺｨｮ06 08ｨ ｨｰ08ｨ ｨｪ02ｨｪｨｪ0609ｨｰｨｹ ｨｨ ｨｨ ｨｰｨｪ0609ｨｰｨｹ 09 04ｨ 0ｨ ﾂｨ 0 ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ ｨｨ09ｨｺｨ, 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 04ｨ 0ｨ ﾂ02 08ｨ 04ｨ ｨｨ02ｨｪｨｨ07 06ｨ ｨｲ02ｨｺｨｰ0609 ｨｪｨ ｨｺ05ｨ 09ｨｰ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ04 ｨｰ0802ｨ ｨｮ06ｨｰ ｨｪ02ｨｺ06ｨｰ ｨｮｨｰ06 ﾂｨｪ02ｨｪｨｨｨｦ ｨｬ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: T i ｨC i-ｨｦ ｨｪ02ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ04ｨｦ ( ｨ ｨｴｨｨｨｦ ｨ 0605ｨｹ ｨｪ ｨｺｨｮｨｬ02ｨｪｨｰｨ ) 05ｨｰｨ 0506ｨｪｨｪ04ｨｦ (090609ｨｰｨ ｨｪｨｪ04ｨｦ 05ｨｺ ｨｰｨ ｨｬｨｨ) ｨｺ05ｨ 09ｨｰ0208. C j ｨC j-ｨｦ ｨｪ02ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ04ｨｦ ｨｰ02ｨｺ09ｨｰ060904ｨｦ (070609ｨｰ080602ｨｪｨｪ04ｨｦ 09ｨｨ09ｨｰ02ｨｬ06ｨｦ) ｨｺ05ｨ 09ｨｰ0208. M I ij U ij 6 64 Ti ﾉC j,0708ｨｨ Ti ﾉC j > = ,ｨｨｨｪｨ ﾂ ,0708ｨｨ Ti ﾉC j > = ,ｨｨｨｪｨ ﾂ02 j 6 64 ﾆ Iij,0708ｨｨ = 62 i ,ｨｨｨｪｨ ﾂ ﾆ Iij,0708ｨｨ K 62 j i = 64 63,ｨｨｨｪｨ ﾂ02 ﾆ i ﾆ j I I ij ij > > ｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ ｨｰ ｨｰｨｪ060302ｨｪｨｨ02ｨｬ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｬ06ｨｴｨｪ0609ｨｰｨｨ ﾂ02ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ 0506ｨｪｨｪ040 ｨｨ 09 ｨｰ0209ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ 0 ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ0608ｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｬ040 (0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ ﾂ02ｨｪｨｨ07) 05ｨｰｨ 0506ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｺ ｨｺｨｰｨｨ09ｨｪ06ｨｬｨｮ ｨｺ0605ｨｨ- ﾂ0209ｨｰ09ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰ0209ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ 0: precision = ﾆ M ij 6ﾓ ﾆ ij j ﾆ i T i U * K ｨｪ06ｨｰｨ ｨ 03ｨ 02ｨｰ ｨｰｨｪ060302ｨｪｨｨ02ｨｬ 08ｨ 04ｨｪ0609ｨｰｨｨ ｨｬ06ｨｴｨｪ0609ｨｰｨｨ ﾂ02ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ 0506ｨｪｨｪ040 ｨｨ 09 ｨｰ0209ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨ 0 ｨｨ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨ ｨｰ0608ｨｪ06 ｨｨ ｨｹ04ｨｮ02ｨｬ040 (0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ 0ｨ ｨｪｨｪ ﾂ02ｨｪｨｨ07) 05ｨｰｨ 0506ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ ｨｺ ｨｺ0605ｨｨ ﾂ0209ｨｰ09ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ 0506ｨｪｨｪ040 ｨｺ05ｨ 09ｨｰ0208ｨ 0: recall = ﾆ M ij 6ﾓ ﾆ ﾆ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ ｨ ｨｪｨｨｨｦ ij ｨｪｨ 05ｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 020ｨｪ06ｨｦ ｨｨ04 04ｨ 0ｨ ﾂ ｨｨ ｨ ｨｪｨｨ ｨｹ 0908ｨ 09ｨｪ02ｨｪｨｨ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 09ｨｰ0806ｨｺ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｬ. j C j j U i j j 26

217 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｺ ｨｺｨ ｨｺ ｨ 04ｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ ｨ ｨｮ0ｨｮｨｰ ｨｰｨｹ ｨ 0405ｨｨ ﾂｨｪ0402 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｨ (0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ0) , 0708ｨｨ07ｨｨ090409ｨ 02ｨｬ040 ｨｺ06ｨｬ0706ｨｪ02ｨｪｨｰｨ ｨｬ 0902ｨｺｨｰ0608ｨ ｨｰｨｨ s i,j 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｰ06 09ｨｪｨ ﾂｨ 05ｨ 09ｨｰ0806ｨｨ05ｨｨ09ｨｹ 06ｨｰ00205ｨｹｨｪ ｨ 00ｨｨｨｺｨｨ ｨｺｨ 03006ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ, 0904ｨ ｨｨ08ｨ 05ｨｨ09ｨｹ 00ｨｮｨｪｨｺ02ｨｨｨｨ 09 05ｨｮ ﾂ03ｨｨｨｬｨｨ 0706ｨｺｨ 04ｨ ｨｰ020507ｨｬｨｨ, ｨ 04ｨ ｨｰ02ｨｬ 0908ｨ 09ｨｪｨｨ09ｨ 05ｨｨ09ｨｹ 09 05ｨｮ ﾂ03ｨｨｨｬｨｨ 0008ｨ 00ｨｨｨｺｨ ｨｬｨｨ ｨｮ00ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ. 04ｨ 04ｨｮｨｬ0202ｨｰ0907, ｨｰｨ ｨｺ06ｨｦ ｨｪ02 00ｨ 08ｨ ｨｪｨｰｨｨ08ｨｮ02ｨｰ ｨｪｨ ｨｪｨｨ07 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨ ｨｬ0603ｨｪ040 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 09ｨｰ0806ｨｺ ｨｨ 04ｨ 07ｨｨ0902ｨｦ, 060ｨｪｨ ｨｺ06 06ｨｪ 06ｨ ﾂｨｨ09ｨ 02ｨｰ ｨｪｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ｨ 05ｨｨ04ｨｺｨｨ0 ｨｺ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬ ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 09 0ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 04ｨ ｨｰ08ｨｮ0ｨｪ02ｨｪ06 ｨ 0605ｨｹ03ｨｨｨｬ 08ｨ 04ｨｪ0606ｨ 08ｨ 04ｨｨ02ｨｬ ｨｬ0603ｨｪ040 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ. 0ｨ 08ｨｨ09. 2 ｨｨ ｨｰｨ ｨｪ06 ｨｪ0209ｨｺ0605ｨｹｨｺ06 0ｨ 08ｨ ｨｺｨｰ0208ｨｪ ｨ 00ｨｨｨｺ0609 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ/070605ｨｪ06ｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 09ｨｰ0806ｨｺ 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨｮ06ｨｴｨｨ02 ｨｬ06ｨｬ02ｨｪｨｰ04: 6ｦ ｨ 04ｨｪ040 ｨｮ080609ｨｪ02ｨｦ ｨｪ06ｨｰ04 08ｨ 04ｨｪ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｨｨｬ0206ｨｰ 05ｨｮ ﾂ03ｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ ｨｰ06ｨｬｨｮ ｨｨｨｬ0202ｨｰ 09ｨｬ ｨｨｨｰｨｹ 06 05ｨｮ ﾂ0302ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨ 0ｨ ｨｪｨｪ ｨｮ080609ｨｪ ｨｪ06ｨｰ04 (ｨｰ06 ﾂｨｪ0609ｨｰｨｨ). 6ｦ 0308ｨｨ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨｨｨ ｨ ｨｰｨｨ 04ｨ ｨｺｨ 06ｨ ｨｴｨ 07 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺｨ ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨ02 04ｨｨ ｨ 00ｨｨｨｺ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ/070605ｨｪ06ｨｰ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ 04ｨｨ ｨ 00ｨｨｨｺ F-ｨｬ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ 27

218 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ ｨ 0605ｨｹ03ｨｨ0 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ06ｨｰ04, ｨｨ 0ｨｮ003ｨｨ02 ｨC 0708ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨｨｨ 04ｨｪｨ ﾂ02ｨｪｨｨｨｦ ｨｪ06ｨｰ04 6ｦ 08ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ0402 ｨｪｨ 0708ｨｨ07ｨｨ090409ｨ ｨｪｨｨｨｨ 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ ｨｰｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609 (snippet_06snippet22_ 03Title0AffineGaps ｨC ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ｨｬ02030ｨｮ ｨｬｨｨ 09ｨｪｨｨ070702ｨｰｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0902ｨｪ 0.60, ｨｬ02030ｨｮ 09ｨｰ060804ｨｬｨｨ 09ｨｪｨｨ070702ｨｰｨ ｨｬｨｨ ｨC 0.30, ｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 04ｨ ｨｺ0609 ｨC 0.0; snippet_ 08Title02AffineGaps ｨC ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ｨｬ02030ｨｮ ｨｬｨｨ 09ｨｪｨｨ070702ｨｰｨ ｨｬｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0902ｨｪ 0.80, ｨｰｨｨ 04ｨ ｨｺ0609 ｨC 0.20), ｨｨｨｬ0206ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 0ｨｮ003ｨｨ02 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨｨ, ﾂ02ｨｬ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ. 6ｦ 0308ｨｨ ｨｰ06ｨｬ, ﾂｨｰ06 ｨｪｨ ｨｪｨｪ040 ｨｮ ﾂｨ 09ｨｰｨｺｨ 0 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨｨｬ0206ｨｰ 008ｨｮ00ｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ, ｨ ｨｰｨ ｨ ｨｨ05ｨｹｨｪ ｨｺｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨ 06ｨ 05ｨ 09ｨｰｨｨ ｨｪ06ｨｰ06ｨｦ ｨｬ02ｨｪｨｹ0302ｨｦ 0.72 ｨｨｨｬ0202ｨｰ 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ maxsnippet07title03affinegaps ( ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ｨｪｨｨ070702ｨｰ ｨ 0902ｨｪ 0.70, ｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨ ｨｺ ｨ 0902ｨｪ 0.30). 6ｦ 00ｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 F-ｨｬ ｨｪｨ ｨ 05060ｨ 02ｨｰ0907 ｨｮ 00ｨｮｨｪｨｺ02ｨｨｨｨ maxsnippet08title02affinegaps ( ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ｨｪｨｨ070702ｨｰ ｨ 0902ｨｪ 0.80, ｨ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ ｨ ｨｺ ｨ 0902ｨｪ 0.20) 0708ｨｨ ｨｬ 04ｨｪｨ ﾂ02ｨｪｨｨｨｨ T ｨｺ08 = ｨ ｨｺｨｨｨｬ 06ｨ 08ｨ 0406ｨｬ, ｨ 0405ｨｨ ｨｰ080602ｨｪ ｨ 00ｨｨｨｺｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ/070605ｨｪ06ｨｰ04 ｨｨ F-ｨｬ ｨ 0405ｨｨ ﾂｨｪ040 ｨｺ06ｨｬｨ ｨｨｨｪｨ 02ｨｨｨｦ ｨｨ ｨｮ02ｨｬ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｺｨ 03006ｨｦ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨ 0405ｨｨ 0904ｨ 08ｨ ｨｪ ｨ 00ｨｨｨｺｨｨ 09 05ｨｮ ﾂ03ｨｨｨｬｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ09ｨｰｨｨｨｺｨ ｨｬｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪ06ｨｰ ｨｮ0 0ｨｨｨ 07ｨ 0406ｨｪ0609 ｨC 06ｨ 05ｨ 09ｨｰｨｨ ｨｪ02ｨｦ (<0.72) ｨｨ ｨｺ06ｨｦ (>0.72) ｨｪ06ｨｰ04. 05ｨ ｨｰ02ｨｬ 09ｨｰ0806ｨｨ05ｨｨ09ｨｹ ｨｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ080609ｨ 05ｨｨ09ｨｹ 06ｨ ｨｴｨｨ ｨ 00ｨｨｨｺｨｨ ｨｪ06ｨｰ04/ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ F-ｨｬ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ07 08ｨｨ09. 4 ｨｨ 08ｨｨ09. 5, ｨｬ0603ｨｪ06 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨｮ06ｨｴｨｨ02 ｨｬ06ｨｬ02ｨｪｨｰ04: 6ｦ 08ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ 0706ｨｺｨ ｨ 06ｨｰ 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨ ｨｦ 03ｨｺｨ 0502 (maxsnippet07 Title03 AffineGaps, max Snippet07Title03AffineGaps, maxsnippet08title02 AffineGaps). 6ｦ 08ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 ｨｨｨｬ0206ｨｰ 05ｨｮ ﾂ03ｨｮ ｨ ｨ 06ｨｴｨｮ ｨ ｨｪ0609ｨｰｨｹ03, ﾂ02ｨｬ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｺ0902ｨｬ (maxsnippet08 Title02Token ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ ｨｬ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 09ｨｪｨｨ070702ｨｰ ｨ 09ｨｪ04ｨｬ 0.80 ｨｨ ｨｬ ｨｰｨｨ 04ｨ ｨｺ ｨ 09ｨｪ04ｨｬ 0.20; maxsnippet09title0tokenlevenstein ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ08ｨｨｨｺｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ ｨｪｨ ｨｮ080609ｨｪ ｨｺ0902ｨｬ ｨｬ ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｰｨｨ 09ｨｪｨｨ070702ｨｰ ｨ 09ｨｪ04ｨｬ 0.90 ｨｨ ｨｬ ｨｰｨｨ 04ｨ ｨｺ ｨ 09ｨｪ04ｨｬ 0.0) ｨC 09 06ｨ 05ｨ 09ｨｰｨｨ ｨｺ06ｨｦ ｨｪ06ｨｰ04 06ｨｪｨｨ ｨｨｨｬ0206ｨｰ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 05ｨｮ ﾂ03ｨｮ06 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ. 6ｦ 0308ｨｨ ｨｪ06ｨｰ02 06ｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ (maxsnippet 08Title02Token) 0708ｨｨｨ 05ｨｨ03ｨ 06ｨｰ0907 ｨｺ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ 04ｨ ｨｮ09ｨｺｨｨ. 6ｦ 0308ｨｨ ｨｨ ｨｹ040609ｨ ｨｪｨｨｨｨ 0008ｨ 00ｨｬ02ｨｪｨｰ0609 (07ｨ 08ｨ 0008ｨ ) ｨｨ04 ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ ｨ ｨｪｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｪ03ｨｰ02ｨｦｨｪｨ (maxparagraphlevenstein) ｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ 0706ｨｺｨ 04ｨ 05ｨｨ 0ｨｮ003ｨｨｨｦ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪｨ ｨｬ 0ｨｨｨ ｨｪ02, ｨｺ0806ｨｬ02 06ｨ 05ｨ 09ｨｰｨｨ ｨｺ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪｨｨ04ｨｺ06ｨｦ ｨｪ06ｨｰ04, ﾂ02ｨｬ 00ｨｮｨｪｨｺ02ｨｨｨｨ, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｪ0402 ｨｺ 09ｨｪｨｨ070702ｨｰｨ ｨｬ. 6ｦ 08ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｪｨ 07 ｨｺ ｨｬｨｮ ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ06ｨｬｨｮ ｨ ｨｪｨｨ06 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (bodytoken) ｨｨ 0802ｨ 05ｨｨ04ｨｮ06ｨｴｨ 07 off-line ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06 ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ0609, 0706ｨｺｨ 04ｨ 05ｨ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 0ｨｮ003ｨｨ02 04ｨｨ ｨ 00ｨｨｨｺ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ/070605ｨｪ06ｨｰ ｨｮ ﾂ03ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 28

219 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ ｨ 00ｨｨｨｺ F-ｨｬ ｨｮ ﾂ03ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ ｨｬｨｨ 0609ｨｰｨ 05ｨｹｨｪ04ｨｬｨｨ ｨｪ02ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪ04ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ ｨｰｨｨ, ｨｰｨ ｨｴｨｨｨｬｨｨ on-line ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06 (09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ 04ｨ ｨ ｨｹ040609ｨ ｨｰ020507). 6ｦ 08ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰ06 ﾂｨｪ ｨ 002ｨｪｨｨ07 09ｨｪｨｨ070702ｨｰ0609 ｨｨ 04ｨ ｨｺ ｨｺｨ 04ｨ 05ｨ 0ｨｮ003ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04. 06ｨｰ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨｰ02ｨｬ, ﾂｨｰ06 0ｨ ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ04 ｨｨｨｬ0206ｨｰ 060ｨｨｨｪｨ ｨｺ ｨ ｨｪｨｨ02, 0706ｨｨ09ｨｺ0609ｨ 07 ｨｬｨ 03ｨｨｨｪｨ ﾂｨ 09ｨｰ ｨ ｨｴｨ 02ｨｰ 09ｨｪｨｨ070702ｨｰ04, 09ｨｬ02ｨｴ02ｨｪｨｪ0402 ｨ ｨｪｨ ｨｨ ﾂｨｪ040 09ｨｪｨｨ070702ｨｰ ｨｮ00ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ ｨｮ05ｨｹｨｰｨ ｨｰ04 08ｨ ｨ 06ｨｰ04 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ, 0708ｨｨｨｬ02ｨｪ02ｨｪｨｪ040 ｨｺ ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ04ｨｬ 0008ｨ 00ｨｬ02ｨｪｨｰｨ ｨｬ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 (ｨｺ 07ｨ 08ｨ 0008ｨ 00ｨ ｨｬ), ｨｰ ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 09ｨ 03ｨｪ , 05ｨｰ06 006ｨｺｨ ｨ 02ｨｰ ｨｮｨｰ ｨｪｨｨ02 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨ ｨｪｨｪ06ｨｰｨｨ080609ｨ ｨｪｨｨ02 006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨｨ ｨｪｨｨ02 09ｨｪｨｨ070702ｨｰ0609 ｨC 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪｨ 07 ｨｨ ｨｺ06ｨｬ070502ｨｺ09ｨｪｨ 07 04ｨ 0ｨ ﾂｨ. 04ｨ 04ｨｮｨｬ0202ｨｰ0907, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09ｨｪｨｨ070702ｨｰ ｨｰ ｨｬｨｪ ｨｰ0906ｨｬ 07ｨ 08ｨ 0008ｨ , ｨｰ06 ｨｰ ｨｰｨｨ ﾂ0209ｨｺｨｨ, ｨｨ ｨｹ04ｨｮ07 07ｨ 08ｨ 0008ｨ 0004, ｨｬ0603ｨｪ06 006ｨ ｨｨｨｰｨｹ0907 ｨｪ02 0ｨｮ003ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609, ﾂ02ｨｬ ｨｪｨｨ070702ｨｰｨ ｨｬｨｨ. 020ｨｪｨ ｨｺ06 ｨｪｨ 05ｨｰｨ ｨｬ ｨｪｨｪ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｰｨ ｨｺ06ｨｦ ｨｰ0802ｨ ｨｮ02ｨｰ 00609ｨｰｨｮ07ｨ ｨｺ 09ｨｪｨｮｨｰ0802ｨｪｨｪｨｨｨｬ ｨ ｨｬ 0706ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 ｨｨ, ｨｰｨｪ06, ｨｨ ｨｰ0806ｨｦｨｺｨｨ ｨC ﾂｨｰ ｨｨ ｨｰ08ｨｮ00602ｨｬｨｺ ｨｰ , 0ｨ ｨｪｨｪ04ｨｦ 00ｨ ｨｺｨｰ 07060ｨｰ ｨ 02ｨｰ ｨｺｨｮ ｨｪｨ ｨｨ ｨ ｨｪｨｨ07 06 ｨｰ06ｨｬ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨ ｨｴｨ 02ｨｬ040 08ｨｪ002ｨｺ0906ｨｬ 09 06ｨｰ0902ｨｰ02, ｨｰ ｨｺｨｰｨｨ09ｨｪ ｨ ｨｰｨｹ 04ｨ 0ｨ ﾂｨｮ online 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｬ ｨ 0ｨ ﾂｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪ02 ﾂ02ｨｰｨｺｨｨ0 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨｨ 09040ｨ ﾂ02 06ｨｰ0902ｨｰｨ ｨｪｨ 04ｨ ｨｹ040609ｨ ｨｰ ｨ 0605ｨｹ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｨｨｬ0202ｨｰ 05ｨｮ ﾂ03ｨ 07 ｨｰ06 ﾂｨｪ0609ｨｰｨｹ, ｨｪ ｨｨ 05ｨｮ ﾂ03ｨ ｨｪ06ｨｰｨ ｨC 09ｨｨ09ｨｰ02ｨｬｨ ｨｪ ｨｪｨ 06ｨ ｨｲ020ｨｨｨｪ07ｨｰｨｹ ｨｪｨ 09ｨ ｨｬ06ｨｬ ｨ 0405ｨｨ ﾂｨｪ ｨｺｨｮｨｬ02ｨｪｨｰ ｨｪｨ ｨｺ ｨ ｨｴ ｨ 0605ｨｹ03ｨｨｨｪ09ｨｰ09ｨ 0706ｨｨ09ｨｺ ｨ ｨｨ0608ｨｨｨｰ02ｨｰｨｪ ｨｪｨ ﾂ02ｨｪｨｨ02 ｨｨｨｬ0202ｨｰ ｨｺ06ｨｪ02 ﾂｨｪ ｨｬ07, 04ｨ ｨｰ08ｨ ﾂｨｨ09ｨ 02ｨｬ ｨｹ040609ｨ ｨｰ020502ｨｬ ｨｪｨ 0706ｨｨ09ｨｺ ｨｪｨｮ03ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ｨｨ ｨｬ0603ｨｪｨ ｨｨｨ 06 ﾂｨｪｨ 07 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｪ02 ｨｺ08ｨｨｨｰｨｨ ﾂｨｪｨ ｨｨ ｨｨ ｨｪｨｪ060006, 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ04ｨｬｨｨ 00ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ ｨｰｨｨ ｨｪｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｮ080609ｨｪ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｰ0907: 6ｦ maxsnippet04title06affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨ 05ｨ 09ｨｰｨｨ ｨｺ06ｨｦ ｨｪ06ｨｰ04 ｨｨ ｨｪｨｨ04ｨｺ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ; 6ｦ maxsnippet07title03affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ; 6ｦ maxsnippet07title03affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨ 05ｨ 09ｨｰｨｨ ｨｪｨｪ06ｨｦ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ; 6ｦ maxsnippet08title02affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 05ｨｮ ﾂ03ｨｨｨｬ 0706ｨｺｨ 04ｨ ｨｰ020502ｨｬ F-ｨｬ020804; 6ｦ maxsnippet07title03levenshtein ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0706ｨｪｨｨ0302ｨｪｨｪ04ｨｬｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬｨｨ ｨｺ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ0809ｨ ｨｬ; 6ｦ maxsnippet08title02token ｨｪｨ ｨｮ080609ｨｪ02 Tｨｺ08 = ｨ 05ｨ 09ｨｰ02ｨｦ ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ ｨｪｨｨ04ｨｺｨｨｨｬｨｨ ｨｰ0802ｨ 0609ｨ ｨｪｨｨ07ｨｬｨｨ ｨｺ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｮ0809ｨ ｨｬ ｨｪｨｰ ｨｰｨ 02ｨｨ07 08ｨ ｨ 06ｨｰ04 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｪｨ 0708ｨｨｨｬ0208ｨ 0 04ｨ ｨ ｨｪｨ 05ｨｨ04ｨｨ08ｨｮ02ｨｬ ｨｪｨｨ02 ﾂｨ 09ｨｰｨｨ ｨｨ ｨ 08ｨ ｨｪｨｪ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｪｨ 0802ｨ 05ｨｹｨｪ ｨｨｨｬ0208ｨ ｨｮ006ｨ 09ｨｰ09ｨ 0708ｨｨｨｬ02ｨｬ ｨｮ06ｨｴｨｨ02 06ｨ 0604ｨｪｨ ﾂ02ｨｪｨｨ07: 6ｦ 46AffineGaps04 ｨC maxsnippet04title06affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = 0.40; 6ｦ 73AffineGaps07 ｨC maxsnippet07title03affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = 0.70; 6ｦ 82AffineGaps06 ｨC maxsnippet08title02affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = 0.60; 6ｦ 82Token045 ｨC maxsnippet08title02token ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨｹｨｬ02ｨｬ ｨ 0909ｨｬ06ｨｰ0802ｨｪｨｨ07 ｨｪ0209ｨｺ0605ｨｹｨｺ06 04ｨ ｨ ｨ 00ｨ ｨ 09ｨｪ0609ｨｰｨｹ 0902ｨ ｨｪ002ｨｺ ｨ 02ｨｰ 006ｨｺｨｮｨｬ02ｨｪｨｰ04, 09 ｨｺ06ｨｰ ｨｬ0603ｨｪ06 ﾂ02ｨｰｨｺ ｨｨｨｰｨｹ 3 ｨｺ05ｨ 09ｨｰ0208ｨ : 6ｦ 002ｨｺ06ｨｰ ｨ ｨｺｨｰ04 ｨ ｨ 09ｨｪ0609ｨｰｨｨ 0002ｨ

220 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨ UNIX 0705ｨ ｨｰ000608ｨｬｨ 0 (006ｨｺｨｮｨｬ02ｨｪｨｰ04, 2, 6, 0, 7, 27, 29); 6ｦ ｨ 09ｨｪ0609ｨｰｨｹ WWW-0902p0902p0609 (006ｨｺｨｮｨｬ02ｨｪｨｰ04 9, 3, 20, 28); 6ｦ mod_security ｨC ｨｬ060ｨｮ05ｨｹ ｨ ｨ 09ｨｪ0609ｨｰｨｨ 0902ｨ ｨ Apache (006ｨｺｨｮｨｬ02ｨｪｨｰ04 3, 2, 6). 0308ｨｨ 05ｨｰ06ｨｬ 09 ｨｺｨ 03004ｨｦ ｨｨ04 ｨｺ05ｨ 09ｨｰ ｨｰ 060ｨｨｨｪｨ ｨｺ ｨｰｨ ｨｰｨｹｨｨ, 08ｨ 04ｨｬ02ｨｴ02ｨｪｨｪ0402 ｨｪｨ 08ｨ 04ｨｪ ｨｮ0809ｨ ｨｰｨ ｨ ｨｨ0ｨｪ06, ﾂｨｰ ｨ ｨｪｨｪ06ｨｬ 0905ｨｮ ﾂｨ 02 ｨｪｨ ｨｨ05ｨｮ ﾂ03ｨｨｨｬｨｨ ｨｮ05ｨｹｨｰｨ ｨｰｨ ｨｬｨｨ 06ｨ 05ｨ 0ｨ 06ｨｰ 00ｨｮｨｪｨｺ02ｨｨｨｨ 82AffineGaps06 ｨｨ 82Token045, ﾂｨｰ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ ｨｨ05ｨｹｨｪ06ｨｦ ｨｰｨｹ06 ｨｪ ｨｰ0902ｨｪｨｪ ｨ ｨｪｨｨ07 09ｨｰｨ ｨｰ02ｨｦ (ｨ ｨ ｨｰ0205ｨｹｨｪ06 ｨｨ ｨｨ0 09ｨｪｨｨ0702ｨｰ0609) ｨｨ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ04ｨｬ ｨｬ 09ｨｪｨｨ070702ｨｰｨ 09 0ｨ ｨｪｨｪ040 00ｨｮｨｪｨｺ02ｨｨ ｨｺｨ 04ｨ ｨｰ0205ｨｹｨｪ06, ﾂｨｰ06 06ｨ 02 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｪ02 06ｨ ｨｲ020ｨｨｨｪｨｨ05ｨｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ 3 09 ｨｺ05ｨ 09ｨｰ0208 {3, 2, 6}, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 0ｨ ｨｪｨｪ04ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｰｨ ｨｪ ｨｺ06ｨｦ ｨｮ05ｨｹｨｰｨ ｨｰｨ 0 08ｨｪ002ｨｺ09ｨ, ｨｰo 02cｨｰｨｹ ｨｪ ｨｨｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｪｨｨ070702ｨｰｨ ｨｬ. 00 ｨｰ ｨｬ07 0ｨ ｨｪｨｪ04ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 0405 ｨｺ ｨｺｨｰｨｪ06 006ｨ ｨ ｨｪ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴｨｨｨｦ ｨｺ05ｨ 09ｨｰ ｨｮｨｪｨｺ02ｨｨ02ｨｦ 46AffineGaps04 09 ｨ ｨｨ07ｨｰ0205ｨｹｨｪ04ｨｬ ｨｬ 04ｨ ｨｺｨ. 006, ｨｺ ｨ 0502ｨｪｨｨ06, ｨ ｨｪｨｪ ｨ ｨ 00ｨｮｨｪｨｺ02ｨｨ07 46AffineGaps04 ｨｪ02ｨｺ ｨｺｨｰｨｪ06 09ｨｺ0506 ﾂｨｨ05ｨ 09 ｨｺ05ｨ 09ｨｰ ｨｬｨｪ ｨｨ03ｨｪｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ﾂｨｰ06, ｨｰｨｹｨｰｨ ｨｺｨｨ, 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨ 0605ｨｹ03ｨｨｨｬ ｨｬ 04ｨ ｨｺｨ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ ｨｨ ｨｪｨｨ04ｨｺｨｨｨｬ ｨｬ 0708ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07. 05ｨｰ06ｨｨｨｰ ｨｰｨ ｨｺ ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ ｨ ｨｪｨｪ ｨｮ ﾂｨ 07 ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ ｨ 0708ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ ｨｨ09060ｨｨｨｰ ｨｺ ｨｪ ｨｪ06ｨｬｨｮ 08ｨ ｨｪｨｨ06 060ｨｪ ｨｺ05ｨ 09ｨｰ0208ｨ ｨｪｨ 009ｨ (73AffineGaps07), ﾂｨｰ ｨ ｨｪ06 08ｨ 0405ｨｨ ﾂｨｨ02ｨｬ ｨｬ0502ｨｪｨｨｨｨ 09ｨｰｨ ｨｰｨｹｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 00ｨ ｨ 09ｨｪ0609ｨｰｨｹ 0902ｨ ｨｮｨｪｨｺ02ｨｨ07 04recision Recall 0805ｨ 09ｨｰ ｨ ｨ 05ｨｨ02ｨ 06ｨｰｨ 0506ｨｪ 6ｦ, 2, 6, 0, 7, 27, 29 6ｦ 9, 3, 20, 28 6ｦ 3, 2, 6 46AffineGaps ｦ, 2, 5, 6, 9, 0, 3, 7, 9, 20, 24, 27, 28, 29 6ｦ 3, 2, 6 6ｦ 8, 2 73AffineGaps ｦ, 2, 6, 27, 29 6ｦ 0, 7 6ｦ 9, 3, 20, 28 6ｦ 2, 6 82AffineGaps ｦ, 2, 6, 0, 7, 27, 29 6ｦ 9, 3, 20, 28 6ｦ 2, 6 82Token ｦ, 2, 6, 0, 7, 27, 29 6ｦ 9, 3, 20, 28 6ｦ 2, ｨ ｨｬ 00ｨｺｨｪｨｨ00ｨ avid liquid03 09ｨｨｨｰｨｮｨ 02ｨｨ07 ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｨｨｪｨ ｨｹ 08ｨｪ002ｨｺ ｨ 02ｨｰ ｨｺｨｨ ｨｪｨ 0902ｨ -09ｨｰ08ｨ ｨｪｨｨ0204, 09 ｨｺ06ｨｰ ｨｬ0603ｨｪ ｨｨｨｰｨｹ 4 ｨｺ05ｨ 09ｨｰ0208ｨ : ｨC ｨｺｨｪｨｨ00ｨ 0002ｨｰ Pinnacle Liquid ｨｺ Avid Liquid ｨｨ06ｨｪｨ 05ｨｹｨｪ04ｨｦ 09ｨｨ00206ｨｬ06ｨｪｨｰｨ 0303; ｨC ｨｮｨｺｨｰ 00Avid Liquid PRO ver 7 GB_ACTION03; ｨC ｨｮｨｺｨｰ 00Pinnacle Avid Liquid ; ｨC ｨｺｨｪｨｨ00ｨ 0004ｨｮｨｺ ｨｰ09ｨ 0706 Pinnacle Liquid Edition ｨｨ Avid Liquid03. 05ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ, ﾂｨｰ06 ｨｺ05ｨ 09ｨｰ ｨ ｨｰ 09ｨｰ08ｨ ｨｪｨｨ ｨｰｨ ｨｬｨｨ ｨｺｨｪｨｨ00ｨｨ ｨｨ05ｨｨ ｨｮｨｺｨｰｨ ｨｰ0902ｨｰ09ｨｰ09ｨｮ06ｨｴ02ｨｦ 06ｨ ｨ 05ｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 00ｨｺｨｪｨｨ00ｨ avid liquid03 08ｨｮｨｪｨｺ02ｨｨ07 04recision Recall 0805ｨ 09ｨｰ ｨｰｨ 0506ｨｪ 6ｦ,3,5,,5,6,7, 9,25,28,29 6ｦ 7,8,3 6ｦ 4,2,26 6ｦ 0,22 46AffineGaps ｦ,3,5,,5,6,7, 9,25,28,29 6ｦ 7,8,3 6ｦ 4,2,26 6ｦ 22,27 73AffineGaps ｦ,5,9,25 6ｦ 3,5,7 6ｦ 7,8,3 6ｦ 2,26 82AffineGaps ｦ,5,9,25 6ｦ 3,5,7 6ｦ 7,8,3 6ｦ 2,26 6ｦ 23,30 82Token ｦ,5,9,25 6ｦ 3,5,7 6ｦ 7,8,3 6ｦ 2,26 6ｦ 20,23 ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨｨ ｨｪｨ 08ｨ 0405ｨｨ ﾂｨｪ040 ｨｨｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ 00ｨ 04ｨｨｨｪｨ ｨｨ05ｨｮ 05ｨｰ ｨ ｨｪｨｨ02 09ｨｰ08ｨ ｨｪｨｨ ｨ ｨｴ02ｨｬ 08ｨ 0405ｨｨ ﾂｨｪ06, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 060ｨｨｨｪ ｨｨ ｨｰ06ｨｰ 0302 ｨｰ0609ｨ 08 ｨｬ060302ｨｰ ｨｨｨｬ02ｨｰｨｹ 08ｨ 04ｨｪ ｨｨ09ｨ ｨｪｨｨ ｨ 04ｨｪ040 ｨｬｨ 00ｨ 04ｨｨｨｪｨ 0. 08ｨ ｨｺ ｨｰ09ｨｨ02 09 ｨｰｨ ｨｺ06ｨｦ 09ｨｨｨｰｨｮｨ 02ｨｨｨｨ 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｺｨ ｨ 02ｨｰ 00ｨｮｨｪｨｺ02ｨｨ07 46Affine Gaps04 09 ｨ 0605ｨｹ03ｨｨｨｬ ｨｬ 04ｨ ｨｺｨ ｨｨｨｰ ｨｨ ｨｪｨｪ04ｨｬ ｨｪｨ ｨ ｨｪｨｨ07ｨｬ, ｨｬ0603ｨｪ ｨ ｨｰｨｹ , ﾂｨｰ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 ｨｨ 0607ｨｰｨｨｨｬｨ 05ｨｹｨｪ0609ｨｰｨｹ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 0708ｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｨ05ｨｹｨｪ06 04ｨ 09ｨｨ09ｨｨｨｰ 06ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨ ｨｨ09ｨｺ06ｨｬ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ. 06ｨ ｨｺ, ｨｪｨ 0708ｨｨｨｬ0208, 0708ｨｨ 0706ｨｨ09ｨｺ02 ﾂ02ｨｰｨｺ ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ (ｨｨｨｬ02ｨｪ 0906ｨ 09ｨｰ0902ｨｪｨｪ040; ｨｰ0609ｨ , ｨｪ ｨｰ02ｨｦ, 09ｨｰｨ ｨｰ02ｨｦ 0706 ｨｪｨ 0409ｨ ｨｪｨｨ06) ｨ 0605ｨｹ03ｨｨｨｦ ｨｮ02ｨｰ 0708ｨｨ0ｨ 09ｨ ｨｰｨｹ 04ｨ ｨｺｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰｨ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 09 06ｨｰ0902ｨｰ ｨｨ09ｨｺ ｨ ｨｰｨｪ06 ｨ ｨｮ002ｨｰ ｨ 0605ｨｹ ｨｺ0605ｨｨ ﾂ0209ｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｪ ｨｰ0902ｨｪｨｪ ｨｴ02ｨｪｨｪ040 ｨｨ09ｨｺ06ｨｬ06ｨｬｨｮ 06ｨ ｨｲ02ｨｺｨｰｨｮ ｨｮ ﾂｨ ｨｪ02 ﾂ02ｨｰｨｺ ｨｨ00ｨｨ02ｨｨ080609ｨ ｨｪｨｪ ｨ ｨ 0905ｨｨ07ｨｪｨｨ02 04ｨ ｨｺｨ ｨｪｨ 0708ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ ｨｰ0902 ｨｪｨｮ03ｨｪ ｨｪｨｨ04ｨｨｨｰｨｹ, ｨｰｨ ｨｺ ｨｺｨ ｨｺ ｨｰｨｪ06, ﾂｨｰ06 006ｨｺｨｮｨｬ02ｨｪｨｰ04 06ｨｰ0902ｨｰｨ ｨ ｨｮ0ｨｮｨｰ 08ｨ 0405ｨｨ ﾂｨｪ04ｨｬｨｨ, ｨｪ ｨ ｨｴｨｨｨｬｨｨ ｨｨ02 ﾂｨ 09ｨｰｨｨ, ｨ ｨｺｨｰｨｮｨ 05ｨｹｨｪ ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨｨ09ｨｺ ｨ ｨ. 06ｨ ｨｺ0302 ｨｬ0603ｨｪ06 09ｨ 08ｨｹｨｨ080609ｨ ｨｰｨｹ ｨｨ ﾂｨｨｨｪｨｮ ｨ 0708ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ ｨｰｨｨ 0902ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ｨｮｨｬ02ｨｪｨｹ03ｨ 07/ｨｮ090205ｨｨ ﾂｨｨ09ｨ ｨｪ06ｨｰｨｮ, 04ｨ 09 ﾂ02ｨｰ ｨｮ090205ｨｨ ﾂ02ｨｪｨｨ07/ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨ07 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ, ｨｨ ｨｨ ﾂｨｰ02ｨｪｨｨｨｦ 0706ｨｨ09ｨｺｨ ｨｬ02 ｨｰ ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 04ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｰ0906 ｨｬ02ｨｰ on-line ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 0 off-line ｨｬ02ｨｰ060ｨ ｨｬｨｨ (bodytoken ｨC 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ 0708ｨｨｨｬ02ｨｪｨｨｨｰ0205ｨｹｨｪ06 ｨｺ ｨｬｨｮ ｨｺ0503ｨｨ080609ｨ ｨｪｨｪ06ｨｬｨｮ ｨｰ0205ｨｮ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609). 06ｨｰ ｨｨ0ｨｪ06 ｨｪｨ 0708ｨｨｨｬ ｨｨ09ｨｺ ｨ ｨ 00ｨ 09ｨｰ06ｨ ｨｮ09 ｨｨ04 09ｨｨｨｬ ｨ ｨｰ0608ｨｨ ｨ ｨｪｨｪ ｨ ｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｪｨ ｨｬｨ 05ｨ ｨｪ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｰｨｪ060302ｨｪｨｨ06 ｨｺ 06ｨ ｨｴ02ｨｬｨｮ 06ｨ ｨｲ02ｨｬｨｮ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ ｨｺｨｮｨｬ02ｨｪｨｰｨ 0, 09040ｨ 09ｨ 02ｨｬ040 08ｨｪ002ｨｺ0906ｨｬ ｨｮ ﾂｨ 02 off-line ｨｬ02ｨｰ , ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 006ｨｺｨｮｨｬ02ｨｪｨｰ

221 ｨ ｨｪ0609, ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨ 0405ｨ ｨ 04 ｨｪ ｨｬ0603ｨｪｨ 09 09ｨｨ05ｨｮ ｨｨ0 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪ ｨ 0405ｨｨ ﾂｨｨ07 (060ｨｪｨ ｨｺ06 ｨｪ02 ｨｨｨｬ0206ｨｴ ｨｪｨ ﾂ02ｨｪｨｨ ｨｹ040609ｨ ｨｰ020507). On-line 0302 ｨｬ02ｨｰ ｨｺ ｨ ｨｰ ｨｰｨ ｨｪｨｪ06ｨｦ 04ｨ 0ｨ ﾂ02ｨｦ, ﾂｨｰ06 09ｨｨ0ｨｪ06 ｨｨ04 ｨｰｨ ｨ ｨ ｨ 05ｨｨ02ｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ ｨ 00ｨ 09ｨｰ06ｨ ｨｮ09 ｨｨ04 09ｨｨｨｬ ｨ ｨｰ0608ｨｨ ｨｮｨｪｨｺ02ｨｨ07 04recision Recall 0805ｨ 09ｨｰ ｨｰｨ 0506ｨｪ 6ｦ,3 6ｦ 2,22 6ｦ 5,6,7,8,9,0,,2,4, 5,6,8,9,20,23, 24,25,26,28,29,30 46AffineGaps04 6ｦ,3 6ｦ 2,22 6ｦ 5,6,7,8,9,0,,2,4, 5,6,8,9,20,23,24, 25,26,28,29,30 73AffineGaps ｦ,3 6ｦ 5,6,7,8,9,0,,2,4, 5,6,8,9,20,23,24, 25,26,28,30 82AffineGaps ｦ,3 6ｦ 5,6,7,8,9,0,,2,4, 5,6,8,9,20,23,24, 25,26,28,29,30 82Token ｦ,3 6ｦ 7,20 6ｦ 5,6,8,9,0,,2,4, 5,6,8,9,23, 24,25,26,28,30 bodytoken ｦ 7,20 6ｦ 25,5,23,,24,8,2 6ｦ 9,5,8,4,6,26,28, 9, ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨ ｨｺｨｰ04 ｨｨ ｨｹ040609ｨ ｨｪｨｨ07 08ｨ ｨｺ ｨｬ0603ｨｪ06 04ｨ ｨｬ02ｨｰｨｨｨｰｨｹ ｨｨ04 ｨｬｨ ｨｰ0208ｨｨｨ 05ｨ, ｨｨ ｨｪｨｪ ｨｮｨｴｨｨ0 07ｨ 08ｨ 0008ｨ 00ｨ 0, ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ0609 ｨC 04ｨ 0ｨ ﾂｨ ｨｪ02ｨｰ08ｨｨ09ｨｨｨ 05ｨｹｨｪｨ 07 ｨｨ ｨｨｨｬ0202ｨｰ ｨｬｨｪ ｨｪ06ｨ ｨｪ ｨｨ05ｨｮ 05ｨｰ ｨｮ02ｨｰ ｨｨｨｰｨｹ ｨｪ02ｨｺ06ｨｰ ｨｺ06ｨｬ02ｨｪ0ｨ 02ｨｨｨｨ, ｨｪ ｨｨ 0708ｨ ｨｺｨｰｨｨ ﾂ0209ｨｺ06ｨｦ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ, 0607ｨｨ09ｨ ｨｪｨｪ ｨ ｨｪｨｪ06ｨｬ ｨｨ ｨ ｨｪｨｨｨｨ , ｨｪ0209ｨｬ06ｨｰ0807 ｨｪｨ ｨｪ0209ｨｺ0605ｨｹｨｺ06 0ｨｮ003ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ ｨ 09ｨｪ02ｨｪｨｨ ｨｮｨｪｨｺ02ｨｨ07ｨｬｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ, ｨｨｨｬ02ｨｪｨｪ ｨｮ ﾂ ｨｰ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ 09ｨｨ09ｨｰ02ｨｬ04 online 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨｨｨ ｨｨ 0706ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｴ ｨｪｨ 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｬ ｨｪｨｪ040 ｨｬｨ 0903ｨｰｨ ｨ ｨ 0. 06ｨｰ06 06ｨ ｨｮ ｨｪｨｪ06 ｨｰ02ｨｬ, ﾂｨｰ06 0ｨ ｨｪｨｪ04ｨｦ ｨ ｨｨｨｰｨｬ 08ｨ ｨ 06ｨｰｨ 02ｨｰ 0708ｨｨｨｬ0208ｨｪ ｨC00 08ｨ 04 ｨ 0409ｨｰ ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07. 08ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ ｨｨｨｬ0202ｨｰ 09ｨｬ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨ ｨｨｨ 05ｨｨ04ｨｨ080609ｨ ｨｪｨｪ ｨｨ09ｨｺｨ, 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ ｨｺｨ ﾂ0209ｨｰ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ｨｨｨｬ0202ｨｰ ｨ 0605ｨｹ ｨｪｨ ﾂ02ｨｪｨｨ02, ｨｪ ｨｨ 04ｨ ｨｰ08ｨ ﾂｨｨ09ｨ 02ｨｬ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ ｨｮ080904, ｨｨ05ｨｨ 0708ｨｨ ｨｺ06ｨｰ060806ｨｬ ｨｨ ｨｨｨｰ ｨｰｨ ｨｪｨｨ02 06ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪ06 ｨｺ060806ｨｰｨｺｨｨ0 09ｨｰ0806ｨｺ (ｨｪｨ 0708ｨｨｨｬ0208, ｨｨｨｬ02ｨｪ, ｨ ｨｨ ｨｰ. 0.) ｨｰ , 09ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ ｨ 0605ｨｹ03ｨｮ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｪｨ 09ｨｰ080602ｨｺ 00ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ ｨｰ0608ｨ 03 ｨｪ ｨｰ0902ｨｪｨｪ06 06ｨｰ 0706ｨｰ0802ｨ ｨｪ0609ｨｰ02ｨｦ ｨｹ040609ｨ ｨｰ020507, ﾂｨｰ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｹ ｨｪｨ 05ｨｨ ﾂｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｺｨ 09ｨｰ06ｨｬｨｨ04ｨ 02ｨｨｨｨ 0708ｨｨｨｬ02ｨｪ0702ｨｬ ｨｬ02ｨｰ060ｨ 09 ｨｨｨｪｨｰ ｨｦ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ04, ｨ ｨｨｨｬ02ｨｪｨｪ06: ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ 0708ｨｨｨｬ02ｨｪ02ｨｪｨｨ07 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ, ﾂｨｰ ｨｨｨｰ ｨｹ040609ｨ ｨｰ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｬ02030ｨｮ ｨｬ02ｨｪ02ｨｬ 0904 ﾂｨｨ090502ｨｪｨｨ07 ｨｨ ｨｪ06ｨｰ06ｨｦ ｨｺ06ｨｪ02 ﾂｨｪ ｨｮ05ｨｹｨｰｨ ｨｰｨ ; ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ ｨ ｨｺｨ ｨｨ 09ｨｪｨｨ0702ｨｰ0609, ﾂｨｰ ｨｨｨｰ ｨｮ ﾂｨｨｨｰ0409ｨ ｨｰｨｹ 0ｨ 08ｨ ｨｺｨｰ0208 ｨｨ09ｨｺ06ｨｬ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ; ｨC ｨｬ0603ｨｪ0609ｨｰｨｹ ｨｨ04ｨｬ02ｨｪ02ｨｪｨｨ07 ｨｮ080609ｨｪ ｨｨｨｪ07ｨｰｨｨ ｨｪｨｨ07, ﾂｨｰ ｨｨｨｰ 09ｨ 08ｨｹｨｨ080609ｨ ｨｰｨｹ ｨｪ06ｨｰｨｮ ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｹ. 06ｨｬ0202ｨｰ 09ｨｬ ｨ ｨｰｨｹ ｨｪ0209ｨｺ0605ｨｹｨｺ06 ｨｰｨｨ ｨ ｨｦ ｨｮｨｬ0605 ﾂｨ ｨｪｨｨ06 05ｨｮ ﾂ0302 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ maxsnippet08title02token ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = 0.45, ｨｰｨ ｨｺ ｨｺｨ ｨｺ 06ｨｪｨ 0706ｨｺｨ ｨ 02ｨｰ 0708ｨｨ02ｨｬ0502ｨｬ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ 0708ｨｨ 05ｨｰ06ｨｬ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ0907 ｨｪｨｨ04ｨｺｨｨｨｬｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 04ｨ ｨｰ08ｨ ｨｰｨ ｨｬｨｨ ｨｪｨｨ ｨｪ06ｨｰ ｨｰｨｨｨｬｨ 05ｨｹｨｪ ｨｨｨｰ 00ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ maxsnippet04title06affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = 0.40, 06ｨｪｨ 0706ｨｺｨ ｨ 02ｨｰ 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨ 05ｨ 09ｨｰｨｨ ｨｺ06ｨｦ ｨｪ06ｨｰ ｨｨ 05ｨｰ06ｨｬ 0708ｨｨ ｨｮｨｬ02ｨｪｨｹ0302ｨｪｨｨｨｨ T ｨｺ ｨｰｨｨ00ｨ 02ｨｰ0907 ｨｬｨ ｨｺ09ｨｨｨｬｨ 05ｨｹｨｪ ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ06ｨｰ ｨｪｨｨ07 ｨｰ06 ﾂｨｪ0609ｨｰｨｨ 0802ｨｺ06ｨｬ02ｨｪ0ｨｮ02ｨｰ ｨｮｨｪｨｺ02ｨｨ ｨｰｨｨ maxsnippet07title03affinegaps ｨｪｨ ｨｮ080609ｨｪ02 T ｨｺ08 = ｨｰ06 ﾂｨｺｨｨ ｨｪｨｨ ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺ ｨｨｨｪｨｰ ｨｦ09ｨ ｨｮｨｺｨ 04ｨ ｨｪｨｪ0402 ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ ｨｬ0603ｨｪ ｨ 05ｨｨ040609ｨ ｨｰｨｹ 09 09ｨｨ ｨｨ0406ｨｪｨｰｨ 05ｨｹｨｪ ｨｮｨｪｨｺｨ 09 ｨｪ0209ｨｺ0605ｨｹｨｺｨｨｨｬｨｨ ｨｪ04ｨｬｨｨ ( ｨｪ04ｨｬｨｨ) ｨｰ06 ﾂｨｺｨ ｨｬｨｨ, ｨｬ02ｨｴ02ｨｪｨｨ02 ｨｺ06ｨｰ ｨｨｨｰ ｨｹ040609ｨ ｨｰ ｨ ｨｨ08ｨ ｨｰｨｹ ｨｺｨ ｨｺ ｨｮ09ｨｰｨ ｨｪ ｨｪｨｪ ｨｨ05ｨｨ, ｨｰｨ ｨｺ ｨｨ 0705ｨ 09ｨｪ06 ｨｨ04ｨｬ02ｨｪ07ｨｰｨｹ 07ｨ 08ｨ ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ ｨｰ0608ｨ 03, ｨｮ090205ｨｨ ﾂｨｨ09ｨ 07/ ｨｮｨｬ02ｨｪｨｹ03ｨ 07 04ｨｪｨ ﾂ02ｨｪｨｨ ｨｪ06ｨｰ04 ｨｨ ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｪｨｨｨｬ ｨｺ0506 ﾂ020904ｨｬ ｨｬ06ｨｬ02ｨｪｨｰ06ｨｬ ｨｰ ｨｰｨｪ0609ｨｨｨｰ0205ｨｹｨｪｨ ｨｮ ｨｬｨｺ0609ｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 0902ｨ 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, ﾂｨｰ06 09ｨｰｨ 09ｨｨｨｰ 04ｨ 0ｨ ﾂｨｮ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 0202 ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨｰｨｨ ｨｦ ｨｨｨｬ0202ｨｰ 09ｨｬ040905: 6ｦ 0802ｨ 05ｨｨ040609ｨ ｨｰｨｹ 09ｨｨ09ｨｰ02ｨｬｨｮ 09 ｨｺｨ ﾂ0209ｨｰ0902 ｨｰ06ｨｪｨｺ ｨｨ05ｨｹｨｰ08ｨ, ﾂｨｰ ｨｨｨｰ: ｨC 0906ｨｺ08ｨ ｨｰｨｨｨｰｨｹ 09ｨｰ06ｨｨｨｬ0609ｨｰｨｹ ｨｨｨｪｨｰ020008ｨ 02ｨｨｨｨ 09 09ｨｮｨｴ0209ｨｰ09ｨｮ06ｨｴｨｮ06 09ｨｨ09ｨｰ02ｨｬｨｮ; ｨC ｨｪ0609ｨｰｨｹ06 ｨｨ040605ｨｨ080609ｨ ｨｰｨｹ ｨｮ080904, ｨｬ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06; ｨC 0708ｨｨｨｬ02ｨｪｨｨｨｰｨｹ on-line ｨ ｨ 05ｨ ｨｪ ｨｨ, ｨｮ ﾂｨ 02 ｨ 0605ｨｹ0306ｨｦ 04ｨ 0008ｨｮ04ｨｺｨｨ 00ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ ｨｰ0608ｨ 03, ｨｪｨ ﾂｨ 09ｨｰｨｹ 04ｨ ｨ ｨｴｨ ｨｰｨｹ 06ｨｰ0902ｨｰ04 ｨ 0204 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ; 6ｦ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ ｨｬ02ｨｪｨｨ 0706ｨｨ09ｨｺｨ ｨｨｨｬ0202ｨｰ 09ｨｬ ｨｨ ｨｨｨｰｨｹ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ06 ｨｨｨｪｨｺ0802ｨｬ02ｨｪｨｰｨｪ06 ｨC 09ｨｪｨ - ﾂｨ 05ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ040609ｨ ｨｰｨｹ ｨｨ ｨ ｨｴｨ ｨｰｨｹ ｨｹ040609ｨ ｨｰ n 006ｨｺｨｮｨｬ02ｨｪｨｰ0609, 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｰ06ｨ 08ｨ 0302ｨｪｨｨ07 ｨｪｨ ｨｦ 09ｨｰ08ｨ ｨｪｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｨ09ｨｺｨ, 0609ｨｰｨ 05ｨｹｨｪ ｨｮ03ｨ ｨｰｨｹ 0706 ｨｬ ｨ 08ｨ ｨ 06ｨｰｨｺｨｨ; 6ｦ ｨｨ ｨｹ040609ｨ ｨｰｨｹ ｨｺ0503ｨｨ080609ｨ ｨｪｨｨ ｨ ｨｺ0506 ﾂ02ｨｪｨｨ ｨｨｨｰ0600ｨｨ ｨｨ ｨ ｨｪｨｨ07 ｨｬ0603ｨｪ ｨｬｨｨ080609ｨ ｨｰｨｹ, ﾂｨｰ06 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02 on-line ｨｬ02ｨｰ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ 06ｨｺｨ 04ｨ ｨｹ ｨｺ ｨｺｨｰｨｨ09ｨｪ04ｨｬ. 0308ｨｨ 05ｨｰ06ｨｬ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰｨ (09ｨｪｨｨ070702ｨｰ0609 ｨｨ 04ｨ ｨｺｨ ), ｨ ｨｴｨ 02ｨｬ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ06ｨｦ 08ｨｪ002ｨｺ09, ｨｪ ｨｰｨ ｨｰ06 ﾂｨｪ

222 305ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ 0006ｨｪｨｰ0208ｨｪ02ｨｰ-ｨｬｨ ｨｰ02ｨｬｨ ｨｰｨｨｨｺｨ ｨｪｨｨ ｨ ｨｪｨｰｨｪ06ｨｦ ｨｨ 00609ｨｰｨ ｨｰ06 ﾂｨｪ ｨｪ06ｨｦ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨｪ0402 ｨ 09ｨｰ0608ｨ ｨｬｨｨ 0ｨｨｨｪｨ ｨｬｨｨ ﾂ0209ｨｺｨｨ02 ｨ ｨｨ08ｨｮ06ｨｴｨｨ02 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ 0706ｨｺｨ 04ｨ 05ｨｨ ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ ｨｰ ｨ 09ｨｪ02ｨｪｨｨ06 09 ｨｺ05ｨ 0909ｨｨ ﾂ0209ｨｺｨｨｨｬ ｨｬ 0708ｨｨ0909ｨ ｨｨ09ｨ ｨｪｨｨ07 09ｨｰｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ ｨｪｨ ﾂ02ｨｪｨｨ07ｨｬ 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ ｨ ｨｰ08ｨｨｨ ｨｮｨｰ ｨｺｨｮｨｬ02ｨｪｨｰ ｨ ｨｨ05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｪｨ ｨ 05060ｨ 06ｨｰ0907 ｨｮ 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ, 0609ｨｪ0609ｨ ｨｪｨｪ040 ｨｪｨ 0ｨｨ09ｨｰｨ ｨｪ02ｨｨｨｨ 08020ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ, ｨ 02ｨｪｨｪ ｨ 05ｨ 09ｨｰｨｨ ｨｺ06ｨｦ ｨｪ06ｨｰ04, ﾂｨｰ06 06ｨ ｨｲ0709ｨｪ0702ｨｰ0907 ｨｨ0 ｨ ｨｺ06ｨｦ 08ｨ ｨ 06ｨｴ02ｨｦ ｨ ｨｪ0609ｨｰｨｹ ｨ 0502ｨｪｨｨ06, 0ｨ ｨｪｨｪ04ｨｦ 09ｨｨ0 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ02ｨｰ ｨｺｨｨｨｬｨｨ 0904 ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ04ｨｬｨｨ 04ｨ ｨｰ08ｨ ｨｰｨ ｨｬｨｨ, ｨｰ06ｨｬｨｮ ｨｨ ｨ 08ｨ 04ｨｪ06 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 0708ｨｨ 08ｨ 0903ｨｨ0802ｨｪｨｪ06ｨｬ 0706ｨｨ09ｨｺ02, ｨｮ ﾂｨ 02 ｨｪ0206ｨ 0060ｨｨｨｬ0609ｨｰｨｨ ｨｮｨｬ0605- ﾂｨ ｨｪｨｨ06 05ｨｮ ﾂ0302 ｨｨ ｨｹ040609ｨ ｨｰｨｹ 00ｨｮｨｪｨｺ02ｨｨｨｨ ｨｰｨｨ ｨｪｨ 0609ｨｪ ｨｰｨｨ 0203ｨ ｨｺｨｺｨ 080ｨ, ｨｺ06ｨｰ ｨｨｨｬ0206ｨｰ ｨｪ0204ｨｪｨ ﾂｨｨｨｰ0205ｨｹｨｪ06 0ｨｮ003ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ04, ｨｪ06 ｨｰ0802ｨ ｨｮ06ｨｰ ｨｪｨ 009ｨ ｨｺｨ ｨｬ02ｨｪｨｹ03ｨｨ ﾂｨｨ0905ｨｨｨｰ0205ｨｹｨｪ040 04ｨ ｨｰ08ｨ ｨｰ. 05ｨｰ06ｨｨｨｰ 06ｨｰｨｬ02ｨｰｨｨｨｰｨｹ 09ｨｨ05ｨｹｨｪｨｮ06 04ｨ 09ｨｨ09ｨｨｨｬ0609ｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ ｨｪｨ 09ｨｰ080602ｨｺ 08ｨ 0405ｨｨ ﾂｨｪ040 00ｨｮｨｪｨｺ02ｨｨｨｦ ｨｰｨｨ 06ｨｰ 0ｨ 08ｨ ｨｺｨｰ0208ｨ ｨｨ09ｨｺ06ｨｬ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ, ﾂｨｰ ｨ 04ｨｮｨｬ0209ｨ 02ｨｰ ｨ ｨｰ0205ｨｹｨｪ0609ｨｰｨｹ ｨｪｨ 05ｨｨ ﾂｨｨ ｨｬ0603ｨｪ0609ｨｰｨｨ ｨｪｨ 09ｨｰ0806ｨｦｨｺｨｨ 00ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ ｨｰ0608ｨ ｨｹ040609ｨ ｨｰ0205ｨｹ09ｨｺ06ｨｬ ｨｨｨｪｨｰ ｨｦ ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨｮ ﾂ02ｨｪｨｪ ｨｮ05ｨｹｨｰｨ ｨｰ04 ｨｨ 0802ｨ 05ｨｨ040609ｨ ｨｪｨｪｨ 07 07ｨｨ0506ｨｰｨｪｨ ｨｨ ｨｰ ｨｨｨｰｨｹ ｨｺｨｰｨｨ09ｨｪ0609ｨｰｨｨ 0802ｨ 05ｨｨ04ｨ 02ｨｨｨｨ ｨｪｨ 08ｨ ｨ 06ｨｰ06ｨｺ 0ｨ ｨｪｨｪ ｨｨ ｨ ｨｪｨｨ ｨｬ ｨｪｨｪ ｨｨ ｨｹ040609ｨ ｨｪｨｨ ｨ 05ｨｹｨｪ02ｨｦ ｨｮ05ｨｮ ﾂ0302ｨｪｨｨ07 ｨｺｨ ﾂ0209ｨｰ09ｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨ 08ｨ 04ｨｪ ｨｰｨｨ ｨｨ ｨ ｨｪｨｨ ｨｰｨｨｨｬｨｨ04ｨ 02ｨｨｨｨ 00ｨｮｨｪｨｺ02ｨｨｨｨ 06ｨ ｨｴ02ｨｦ ｨｰｨｨ ｨｨｨｰ0208ｨ ｨｰｨｮ08ｨ [] 0806ｨｰ , 0808ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨ07 0ｨ ｨｪｨｪ040 [060502ｨｺｨｰ0806ｨｪ ｨｮ0809] ｨC ｨｨｨｬ 00609ｨｰｨｮ07ｨ : logic.pdmi.ras.ru/ yura/internet/02ia-seminar-note.pdf [2] 0200ｨｨ02ｨｨｨ 05ｨｹｨｪ0402 ｨｬ02ｨｰ08ｨｨｨｺｨｨ // 0608ｨｮ ｯ2006. ｨC 0503ｨ.: , [3] ｨ ｨｪ ｨｰ ﾂｨｨ090502ｨｪｨｨ07 06ｨ 06ｨ ｨｴ02ｨｪｨｪ ｨ 0909ｨｰ0607ｨｪｨｨ ｨ ｨｺｨｰｨｨ080609ｨ ｨｪｨｨ07 09 ｨ 0000ｨｨｨｪｨｪ04ｨｬｨｨ 03ｨｰ08ｨ 00ｨ ｨｬｨｨ // 00ｨ ｨｰ0208ｨｨｨ 0504 ｨｪｨ ｨｮ ﾂｨｪ06ｨｦ ｨｺ06ｨｪ ｨｪ02ｨｨｨｨ ｨC 00.: , T. 5. ｨC ｨC59. 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Identification of Common Molecular Subsequences / T. F. Smith, M. S. Waterman // Journal of Molecular Biology. V. 47: 98. P. 95ｨC97. [7] Ukkonen E. Finding approximate patterns in strings / E.Ukkonen // Journal of Algorithms. V. 6, 985. P. 32ｨC37. [8] Wagner R. A. The String-to-String Correction Problem / R. A. Wagner, M. J. Fischer // Journal of the ACM, 2:, 974. P. 68ｨC73. [9] Zamir O. Web Document Clustering: a Feasibility Demonstration / O. Zamir, O. Etzioni // In Proc. SIGIR ｯ98 ｨC 998. Investigating techniques of fuzzy duplicate webdocuments detection based on a user ｯs request. Nikolay Tsyganov, Makism Tsikanin The research is devoted to investigating a technique of online fuzzy duplicate web-documents detection by computing the similarity of document fragments (snippets) and attributes (titles) relevant to a user ｯs request. It formally states a mathematical problem for locating fuzzy duplicates in huge data repositories. It explores the efficiency of different similarity functions based either on editing distance or vectorspace document model. It then introduces the usage of dynamic functions to improve the calculation of overall document similarity. It concludes by exposing results that prove the high efficiency and improved adequacy of search results to user requests when compared to existing search engine solutions, while delivering productivity levels that are on a par with existing production quality systems. 222

223 ｨ ｨｪｨｨ ｨｨ ｨｨ ｨ 08ｨ ｨｬ0609ｨ 0. 0., 08ｨ 08ｨ ｨｬ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｰｨ ｨｪｨｨ02 06ｨ ｨｪ ｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨｰ ｨｪ008ｨｨｨ ｨｪ , 00ｨｨｨｪｨｨｨｪ ｨｨｨｬ02ｨｪ02ｨｪｨｨ02 002ｨｺ06ｨｬ070604ｨｨ02ｨｨｨｨ ｨｪｨ 0609ｨｪ ｨｰ0806ｨｺ 0708ｨｨ ｨｰ080602ｨｪｨｨｨｨ ｨｨｨｪ002ｨｺ ｨｨ09ｨｺｨ ｨｰ09ｨｮ ｨｮ04ｨｨｨｺｨ 0309ｨｨ05ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨ 07 09ｨｰ08ｨｮｨｺｨｰｨｮ08ｨｨ04ｨ 02ｨｨ07 ｨｨ ｨ ｨｪｨ 05ｨｨ ｨｨ09ｨｺ ｨｪｨｨ ｨｮ 0706ｨｨ09ｨｺ060906ｨｦ ｨｬｨ 03ｨｨｨｪ ｨ 09ｨｨ05ｨｹ , , 05ｨ ｨｬｨｮ , 0ｨ ｨｬｨｨｨｪｨ ｨ ｨｪｨｨ ｨｺｨｰ0806ｨｪｨｪ06ｨｦ ｨ ｨｨｨ 05ｨｨ06ｨｰ02ｨｺｨｨ 08ｨｮ0909ｨｺ ﾂｨｪ040 ｨｪｨ ｨｮ ﾂｨｪ040 09ｨｰｨ ｨｰ02ｨｦ ｨ 09ｨｨ05ｨｹ0209ｨ 0., ｨｹｨｪｨｨｨｺ 08., 00ｨ 08ｨｺ ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ. 05ｨｨｨｪｨｰ ｨ 0405ｨｨ ﾂｨｪ040 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0708ｨｨ ｨｬｨｨ080609ｨ ｨｪｨｨｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ ｨｪ ﾂｨ , 00608ｨ ｨ ｨｪｨｹ 08., ｨｺｨｨｨｦ 08., 08ｨ 08ｨｺｨｨｨｴ02ｨｪｨｺ ｨｨ09ｨｺ ｨｰ0802ｨｰｨｪ040 ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨ ｨｪｨｨ ｨ ｨｮｨｪ ｨ 08ｨｺ060909ｨｺｨｨ02 ｨｬ ｨｨ ｨｴｨ 02ｨｬ0609ｨｰｨｨ 0902ｨ -09ｨ ｨｦｨｰ ｨｨ ｨｰ060 ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｰ02ｨｺ09ｨｰ0609, 0609ｨｪ0609ｨ ｨｪｨｪ04ｨｦ ｨｪｨ ｨ 08ｨｪ06ｨｦ ｨ 05ｨｨ040609ｨｰｨｨ ｨｰ0208ｨｬ0609, 0ｨ 08ｨ ｨｺｨｰ0208ｨｨ04ｨｮ06ｨｴｨｨ0 ｨｰ02ｨｺ09ｨｰ04, ｨｨ ｨ 09ｨｪ02ｨｪｨｨ02 09 ｨｬ02ｨｰ08ｨｨ ﾂ0209ｨｺｨｨｨｬｨｨ ｨｬ02ｨｰ060ｨ ｨｬｨｨ ｨｺ05ｨ 09ｨｰ0208ｨｨ04ｨ 02ｨｨｨｨ ｨｨｨｪ ｨｹ040609ｨ ｨｪｨｨ02 09ｨｰｨ ｨｰｨｨ09ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｨｨｪ000608ｨｬｨ 02ｨｨｨｨ 0708ｨｨ ｨｪｨｨｨｨ ｨｨ0 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨ 09ｨｨ05ｨｹｨｪｨｨｨｺ ｨｨ ｨｪｨｨ02 05ｨｮ ﾂ03ｨｨ ｨｮ05ｨｹｨｰｨ ｨｰ0609 ad hoc 0706ｨｨ09ｨｺｨ 0902ｨｬｨｨｨｪｨ 08ｨ ｨ ｨｪ , 02ｨ 08ｨｬ06009ｨ , 05ｨｪｨ 0809ｨｺｨｨｨｦ , 0908ｨ ｨｦ ﾂ020909ｨｺｨｨｨｦ ｨｨ080609ｨ ｨｪｨｨ02 0ｨｨｨｪｨ ｨｬｨｨｨｺｨｨ ｨｪ ｨｰｨｪ040 ｨｰ02ｨｺ09ｨｰ ｨｰ06ｨｺ ｨｮｨｺｨ ｨｨ ﾂ , ﾁｨｮｨｦｨｺ C. 0809ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨ ｨｪｨｨ ｨｺ09ｨｨ ﾂ0209ｨｺ06ｨｦ ｨｬｨｪ ｨｪｨ ﾂｨｪ0609ｨｰｨｨ ｨｪｨ ｨ ｨ 0402 ｨｰ0204ｨ ｨｮ08ｨｮ09ｨｪ040 04ｨｪｨ ｨｪｨｨｨｦ ｨｺｨ , 05ｨｨ ﾂｨｨｨｪｨ 09ｨ , 0806ｨ 08ｨｨ ｨｰ06ｨｬｨ ｨｰｨｨ04ｨ 02ｨｨ ｨｰ080602ｨｪｨｨ ｨ 0807 ｨｪｨ ｨｬｨ ｨｰ0208ｨｨｨ 0502 ｨｬｨ 0909ｨｨ09ｨ ｨｪ ｨ 08ｨｪ ｨｬ ｨ 04ｨ , 08ｨ 05ｨｹｨｺ ｨ 0ｨ ﾂｨ ｨｪｨ ｨｨ05ｨｮ ﾂ ｨ 0608ｨ ｨｨ ｨｨｨｬ02ｨｪ02ｨｪｨｨ ｨｺ05ｨ ｨｬｨｪ040 ｨｺｨ ｨｬ07ｨ ｨｪｨｨ ｨｨ09ｨｺ060906ｨｦ 09ｨｨ09ｨｰ02ｨｬ04 08ｨｪ002ｨｺ ｨ 05ｨｹｨｺ060909ｨｺｨｨｨｦ , 05ｨｰｨ ｨｰｨｨｨｪ ｨｨ09ｨｰ02ｨｬｨ ｨｬ ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺ ｨ ｨｪｨ 05ｨｨ04ｨ Treeton ｨｨ ｨｬｨｮ05ｨｹｨｰｨｨｨ 0002ｨｪｨｰｨｪ04ｨｦ 09ｨｨｨｪｨｰｨ ｨｺ09ｨｨ ﾂ0209ｨｺｨｨｨｦ ｨ ｨｪｨ 05ｨｨ04ｨ ｨｰ0608 Treevial: 0708ｨｨｨｪ02ｨｨ07 08ｨ ｨ 06ｨｰ04, 09ｨｨ09ｨｰ02ｨｬｨ 0708ｨ 09ｨｨ05 ｨｨ 03ｨｰ08ｨ ｨｪｨｨｨｺ ｨ 09ｨｨ00ｨ 02ｨｨ ｨｺ ｨｺ02ｨｨ07ｨｬ 02ｨｨ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪｨ 0609ｨｪ ｨｬ02ｨｰ ｨ 09ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨｨｨｺｨｺ06ｨｪ02ｨｪ ｨｰ08ｨ ｨｪ02ｨｪｨｨ02 ｨｨ04ｨ 04ｨｰ06 ﾂｨｪ0609ｨｰｨｨ ｨｨ 0ｨｮｨ 05ｨｨ080609ｨ ｨｪｨｨ ｨｰ0609 ｨｪ ｨｰｨｪ ｨ ｨｴ02ｨｪｨｨｨｦ ﾂｨｪｨｨｨｺ , ﾁｨｮｨｦｨｺ ｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺｨｨ02 ｨｬ ｨｨ ｨ ｨ ｨｪｨｪ ｨｪｨｨ07 ｨｬｨ ｨｪｨｰ0208ｨｪ02ｨｰ ｨ ｨｴ0209ｨｰ ｨｪ06ｨｬｨ 0802ｨｪｨｺ , 09ｨｮｨｺｨｨｨｪ , 08ｨ 08ｨ ｨｬ ｨｰ06ｨｦ ﾂｨｨ0904ｨｦ 0706ｨｨ09ｨｺ ｨｨ0406ｨ 08ｨ 0302ｨｪｨｨｨｦ ｨｪ06ｨｬｨｮ ｨｨ ｨｰ02ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ06ｨｬｨｮ ｨ ｨｨ06 09 ｨｨ ｨｹ040609ｨ ｨｪｨｨ02ｨｬ ｨｬｨｪ ｨ 08ｨ ｨｬ02ｨｰ ｨｦ ｨｺ05ｨ 0909ｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ ｨ ｨ ｨｨｨｪ0609ｨｨ ﾂ , 0020ｨｨ ｨ ｨｰ ｨｰｨ ｨｪｨｨ02 ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ040 09ｨｨ00ｨｪｨ ｨｨ09ｨｺｨ ｨｬｨｮ0404ｨｺｨ 05ｨｹｨｪ ｨｨ ｨｪｨｨｨｦ ｨｹ , 00ｨ 0800ｨｮ05ｨｨ ｨ ｨｪｨｨ04ｨ 02ｨｨ ｨｨ09ｨｺｨ 09 ｨｰ02ｨｺ09ｨｰ ｨｺ ｨｺ02ｨｨ070 ｨｪｨ 08ｨｮ0909ｨｺ06ｨｬ ｨｺ02 XVIII 0902ｨｺｨ ﾂ , 09ｨ 0302ｨｪ ｨｰ06ｨｬｨ ｨｰｨｨ ﾂ0209ｨｺ ｨｪ02ｨｪｨｨ ｨ -ｨｺｨ ｨｰｨ ｨ ｨｪｨ 0609ｨｪ ｨｨ002ｨｪｨｰｨｨ00ｨｨｨｺｨ 02ｨｨｨｨ 0902ｨ ｨ ｨｴ0209ｨｰ ｨｮ06ｨｴ02ｨｦ 00ｨｨ05ｨｹｨｰ08ｨ 02ｨｨ02ｨｦ 006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｺ06ｨｪｨｰ02ｨｪｨｰｨｮ ｨ ｨｪ , 00ｨｨｨｺｨ ｨｪｨｨｨｪ ｨ ｨｪｨｨ02 ｨｬ02ｨｰ ｨｨ09ｨｺｨ 0ｨｮｨ 05ｨｨｨｺｨ ｨｰ ｨ -006ｨｺｨｮｨｬ02ｨｪｨｰ ｨｮ ﾂ02ｨｰ06ｨｬ 04ｨ ｨ ｨｹ040609ｨ ｨｰ

224 30ｨ ｨｮ ﾂｨｪ0602 ｨｨ040ｨ ｨｪｨｨ ｨ 0608ｨｪｨｨｨｺ 08ｨ ｨ 06ｨｰ ｨｮ ﾂｨ 09ｨｰｨｪｨｨｨｺ0609 ｨｺ06ｨｪｨｺｨｮ0809ｨ ｨｪｨ ｨｮ ﾂｨｪ ｨｺｨｰ ｨｨｨｪ000608ｨｬｨ 02ｨｨ06ｨｪｨｪ06ｨｬｨｮ 0706ｨｨ09ｨｺｨｮ ｨｺｨｰ ﾁ ｨ ｨｪ0609ｨ ｨｰｨｺｨ ｨｮ0ｨ ｨｦ 02ｨｰ0902ｨｰ09ｨｰ0902ｨｪｨｪｨ 07 04ｨ ｨｮ09ｨｺ ｨｨｨｪｨ ｨｨ09ｨ ｨｪ ﾂｨ ｨｰｨｹ ｨｬｨ ｨｰ 6 ﾁ 86/8. 09ｨｮｨｬｨ 00ｨ ｨｰｨｪｨ 07. 0ｨ 08ｨｪｨｨｨｰｨｮ08ｨ Newton. 07 ﾂ.-ｨｨ ,5. 06ｨｨ08ｨ ｨｺ04. 05ｨ ｨｺｨ ｨ ｨｰ0205ｨｹ09ｨｰ ｨ 05ｨｹ09ｨｺ ｨｮｨｪｨｨ ｨｨｨｰ02ｨｰｨ , 03ｨｺｨ ｨｰ0208ｨｨｨｪｨ ｨｮ0800, ｨｮ05. 06ｨｮ080002ｨｪ0209ｨ, 4 02ｨｰ0702 ﾂｨ ｨｰｨ ｨｪ ｨ ｨｰ0205ｨｹ09ｨｰ , 03ｨｺｨ ｨｰ0208ｨｨｨｪｨ ｨｮ0800, ｨｮ05. 06ｨｮ080002ｨｪ0209ｨ, 4