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1 ( ) MeCab MeCab( ) 21 ( ) MeCab MeCab sugaiy@kindai.ac.jp ( (B)) CALL ( ) 2 (2004) (2006) 1
2 Microsoft Windows EUC-KR 3 II( ) II. ( 1993:83) II (1) /MAG /NNG+ /JC /VA+ /ETM /NNG+ /JKB /VA+ /ETM /NNG+ /XSN+ /JKS /NNG+ /JKO /VV+ /EC /NNG+ /JKB /NNG+ /XSV+ /EC /VX+ /ETM /NNB. /VA+ /EF+./SF MACH ( 2004) HAM ( KLP )( 2002;2003) POSTAG SEJONG/K 4 KRISTAL Morphological Analyzer DVD Windows 4 sejong k.php asaokitan ( 2
3 KAIST (1997) 7 ( ) ( ) ( ) ( ) ( ) ( ) ChaSen( ) (2000) ( 2000:30) (2008, 2009) Web MeCab (2008) 15 (2010) (2011) (2010) MeCab (2011) 2 MeCab 2.1 MeCab MeCab Windows Unix 3
4 MeCab 1 1: MeCab Windows IPA 8 (2) * ( ) MeCab IPA (3) x,679,679,7325,,,*,*,,,,,,683,683,7745,,,*,*,,,,,,681,681,7299,,,*,*,,,,,,677,677,7123,,,*,*,,,,, 8 IPA ChaSen( ) MeCab IPA MeCab ( ) 392,126 4
5 2.2 MeCab MeCab MeCab MeCab UTF-8 15 MeCab MeCab MeCab MeCab MeCab MeCab ChaKi( ) 9 ChaKi ChaSen MeCab KWIC MeCab Perl Ruby MeCab Perl MeCab 9 5
6 3 MeCab MeCab Seed Seed (2010) (2011) 12 MeCab Seed Seed Seed ( ) ( ) 2003 Excel 14 Excel MeCab ( 1997:62 63) MeCab ( nitteretou.html) 11 (2011:42-46) 12 (1997) ( ) , ,872 5,965 (2003) 15 Excel 6
7 40 Seed 10 5, Seed (4) : 1 (Noun) (Verb) (Adjective) (Siteisi) (Sonzaisi) (Adverb) (Ending) (Suffix) (Prefix) (Conjunction) (Interjection) 2 etc. 2 MeCab 1 ( ) ( ) 7
8 16 (5) goqbu,0,0,0,noun,,*,*,*, 01,, gos,0,0,0,noun,,*,*,*, 01,,* dal,0,0,0,noun,,,*,*, 05,,* dyl,0,0,0,noun,,*,*,*,,,* (6) jo ioq,0,0,0,noun,,*,*,*,,,* 3 (7) pal,0,0,0,noun,,,*,*, 03,, han,0,0,0,noun,, -,*,*, 01,,* 3 (8) seijoqdai oaq,0,0,0,noun,,,*,*,,, namsan,0,0,0,noun,,,*,*,,, ID ID Seed 0 (3) IPA 8
9 (9) al,0,0,0,verb,,r, 1,*,,,* a,0,0,0,verb,,r -, 1,*,,,* al,0,0,0,verb,,r, 2,*,,,* a,0,0,0,verb,,r -, 2,*,,,* al a,0,0,0,verb,,r, 3,*,,,* 2 (10) sip,0,0,0,adjective,,*, 1,*,,,* sip y,0,0,0,adjective,,*, 2,*,,,* sip e,0,0,0,adjective,,*, 3,*,,,* (11) a. i,0,0,0,siteisi,,*, 1,*,,,* i,0,0,0,siteisi,,*, 2,*,,,* i ei,0,0,0,siteisi,,, 3,*,,,* iei,0,0,0,siteisi,,, 3,*,,,* ie,0,0,0,siteisi,,, 3,*,,,* i e,0,0,0,siteisi,,, 3,*,,,* b. iss,0,0,0,sonzaisi,,*, 1,*, 01,,* iss y,0,0,0,sonzaisi,,*, 2,*, 01,,* iss e,0,0,0,sonzaisi,,*, 3,*, 01,,* 2 3 (12) gyniaq,0,0,0,adverb,,*,*,*,,,* mos,0,0,0,adverb, -,*,*,*, 04,,* nai il,0,0,0,adverb,,,*,*,,, 9
10 (13) bunmieqhi,0,0,0,adverb,,*,*,*,,, Ending 2 3 (14) a. ga,0,0,0,ending,,,*,*,,,* n,0,0,0,ending,,,*,*,,, / b. l,0,0,0,ending,,,*,2,,,*,* da,0,0,0,ending,,,*,1,,,*,* se,0,0,0,ending,,,*,3,,,*,* dai,0,0,0,ending,,,*,1,,,*,- II I III I (15) a. si,0,0,0,suffix,,*, 1,*,,,* si,0,0,0,suffix,,*, 2,*,,,* sie,0,0,0,suffix,,*, 3,*,,,* sei,0,0,0,suffix,,, 3,*,,,* b. geiss,0,0,0,suffix,,*, 1,*,,,* geiss y,0,0,0,suffix,,*, 2,*,,,* geiss e,0,0,0,suffix,,*, 3,*,,,* (7) (16) gy,0,0,0,prefix,*,*,*,*, 01,,* eny,0,0,0,prefix,*,*,*,*, 01,,* iag,0,0,0,prefix,*,*,*,*, 03,, 10
11 3.1.3 (4) Seed Seed 2 (12 ) Seed 14, Seed MeCab ( 2002:15) 18 MeCab IPA 4 Yahoo! MeCab ( taku/blog/archives/2007/06/yahoomecab.html) 11
12 2: Seed ( ) 9,112 (5,095) 3, ,154 (778) 87 (87) 141 (141) ,284 ( ) (2BH9301.txt) (BRHO0414.txt) 100 MeCab MeCab Seed MeCab MeCab 19 12
13 I II II 1 I II 3.4 MeCab 20 (1993) 4 1 ( ) 30 3: ( ) % % 94% 20 MeCab mecab-system-eval precision recall F LEVEL 0: (2382/2389) (2382/2387) LEVEL ALL: (2360/2389) (2360/2387) LEVEL 0 LEVEL ALL precision recall F (2011:53) precision recall 13
14 % (2011) 4 MeCab 4.1 MeCab 21 (17) hangug e Noun,,*,*,*,,, goqbu Noun,,*,*,*, 01,, nyn Ending,,,*,*,,,* jeqmal Adverb,,,*,*, 01,, jaimi iss e Adjective,,*, 3,*,,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS 2.2 ChaKi 2 ChaKi ChaKi 2 MeCab ChaKi 21 UTF-8 Perl MeCab 14
15 2: ChaKi 4.2 MeCab Perl Perl CGI 22 3: Perl/CGI 1 23 ( ) ( 4) 22 MeCab 0.97 Perl Text::MeCab( ) 23 HTML <ruby> ( ) 15
16 4: 5: 3 ( 5) soniesidai,66,53,5493,noun,,,*,*,,, (18a) (18b) (18) a. soniesidai Noun,,,*,*,,, ga Ending,,,*,*,,,* joh a Adjective,,*, 3,*, 01,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS b. sonie Noun,,*,*,*, 02,, sidai Noun,,*,*,*, 02,, ga Ending,,,*,*,,,* joh a Adjective,,*, 3,*, 01,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS 24 MeCab ( 16
17 5 MeCab MeCab MeCab ( 2004:90) (19). (a). (b) (19) a. Noun,,,*,*,*,*,* ssi Noun,,*,*,*, 07,, ga Ending,,,*,*,,,* ga Verb,,*, 3,*, 01,,* ss e Suffix,,*, 3,*,,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS b. Noun,,*,*,*,*,*,* ei Ending,,,*,*,,,* ga Verb,,*, 3,*, 01,,* ss e Suffix,,*, 3,*,,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS 17
18 ( ) (20) jin Noun,,*,*,*, 06,, ha Verb,,*, 2,*, 01,,* griul i Noun,,*,*,*,*,*,* nop y Adjective,,*, 2,*,,,* n Ending,,,*,2,,,* haggio Noun,,*,*,*,,, EOS ( ) griul i i ( ) gr MS Windows. (21) MS Noun,,,*,*,*,*,* W Noun,,*,*,*,*,*,* i Siteisi,,, 2,*,,,* n Ending,,,*,2,,,* do Ending,,,*,*,,,* wsnyn Noun,,*,*,*,*,*,* munjei Noun,,*,*,*, 06,, ga Ending,,,*,*,,,* manh a Adjective,,*, 3,*,,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS 5 wsnyn MS W 18
19 5.2. (22) gyren Prefix,*,*,*,*, 01,,* mal Noun,,*,*,*, 05,, yl Ending,,,*,*,,,* dyl e Verb,,r, 3,*, 01,, - ss e Suffix,,*, 3,*,,,* io Ending,,,*,3,,,*. Symbol,,*,*,*,.,.,* EOS ( 11) (22) ( ) 01 ( ) 04 ( ) 01 III MeCab 19
20 6 MeCab MeCab 14,000 90% MeCab 20
21 (1997) IV pp.1 21 (2004) Conditional Random Fields [ ] 2004-NL-161 pp (2011) pp (1997) (NAIST-IS-MT ) (1989) 2 pp (1997) 3 (2010) 15 MeCab A: Vol.10 No.3 pp (2008) MeCab [ ] 2008-CH-73 pp (2000) Vol. 7 No. 4 pp (2008) Web 206 pp.(1) (37) (2009) Web 211 pp.(1)-(40) (2002;2003) ( ), (2005) 2 ( ), ( ) (2004) :, Vol. 31 No. 1,, pp (1993) (3 4 ), (2004), (2002) ( ), ( ) (2003) ( ), ( ) (2006), Lafferty, J., A. McCallum and F. Pereira(2001) Conditional Random Fields: Probablistic Models for Segmenting and Labeling Sequence Data. In Proc. of ICML-01, pp
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