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1 The Society for Economic Studies The University of Kitakyushu Working Paper Series No (accepted in March 30, 2012) () (2009b) 19 (2003) 1980 PC 1990 (, 2009) (2001) (2004) KH coder (2009) TinyTextMiner (2009a) MLTP MeCab R RMeCab(, 2008) R (2009) Hearst (1999)

2 (2008) JUMAN *1 (, 2000) google MeCab *2 KH coder TinyTextMiner KNP(, 2000) google cabocha(, 2001) JUMAN MeCab *1 *2 SVM (1999) (2001)

3 FAQ Web (2011) FAQ (2000) (2004) (2005) (2002) (2003) (2003) (2005) (2004) (2005) (2005) III (2006) (2010) (2007) (2008) III 4 (2007) III (2007) (2008)

4 (2008) (2009) CM (2010) yahoo blog (2010) (2010) (2010) (2011) ( ) (2006) ( ) (2009) (2010) 121 (2009a,b, 2010b,a) CSR (2007) 2006 (2006) (2011) (2010)

5 (2009) (2011) (2010) CT (2002) (2004) 1 (2008) (2010) III (2010) (2004) (2007) (2010) (2011) 2 (2011) SVM (2002) (2006) III

6 (2009) KUSUMI et al. (2010) (2010) MDS (2008) (2009) (2007) (2003) e-rater (2009) AO AO (2004) (2008) (2009) (2009) (2009) (2010) PDCA CAPD

7 1970 (2002) III (2007) (2010) (2004) (5 8 ) (2011) (2005) TF/IDF (2007) Masanori et al. (2008) (2005) (2007) BioTermNet (2011) (2004) (2009)

8 (2009) (2010) SOM MDS III SVM 8. (2002). 2002(192) (2004). ( ) : 26(8) (2003). 21(2) 28 (2002). ( ) 12(4) (2009). CM

9 (2004). : (579) (2010). 66(9) (2011). ( ) 2(3) Hearst, Marti A. (1999). Untangling text data mining in Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics -, 3 10, Morristown, NJ, USA: Association for Computational Linguistics. (2004). : 2 19(1) (2003).. D-II,, II- 86(2) (2010). 13(2) (2011). 14(1) (2008). R [] (2004). 14(4) (2004). : (2003). Jess 16(1) 3 19 (2006). 15(1) (2010). 16(4) (2007). : 5(3) (2010). 73(5) (2007) (2010). 25(3) (2011). 26(2) (2009a). [] (2009b). : 36(2)

10 (2007). ( ) 55(2) (2005). TF/IDF. C, 125(5) (2011). 19(4) (2009). : 17(2) (2010). 20(2) (2010). ( ) 4(1) (2006). 39(4) (2008). ( ) (4) (2008). : 38(1) (2009a). (CSR) 13(1) (2009b). (CSR) (10) (2010a). CSR EMS 39(8) (2010b). : 39(2) (2007). 3 ( ) 48(8) (2008). 128(6) (2001) (20) (2000)., KNP( : ) 41(11) (2005). --25(1) KUSUMI, TAKASHI, KEN MATSUDA, & ERIKO SUGIMORI (2010). The effects of aging on nostalgia in consumers advertisement processing Japanese Psychological Research, 52(3), (2006) Masanori, SHINOHARA, CHIKURA Shinsaku, & HADA Yoshiaki (2008). Auto-

11 matic Extraction of Academic Research Information from Higher Education Institution Websites Using Anchor Texts and Link Structures Educational technology research, 31(1), (2000). ( : ) 41(11) (2009). [] (2008). = Management systems : a journal of Japan Industrial Management Association 18(1) (2007). 58(3) (2010). 43(6) (2009). 5(1) 1 10 (2002). 2. : 2-3 ( ) 85(3) (2011). YAKUGAKU ZASSHI 131(5) (2001). ( ) 16(2) (2009). : 24(2) (1999). 2 : ( ) 40(4) (2010). 40(4) (2010). : 25(5) (2010). JST 52(11) (2010). ( CSR ) 7(2) (2010). 76(2) (2005). ( ) 5(3) 43 47

12 (2004) (2006). ( ) : 18(5) (2000). 15(6) (2008). 48(1) 1 16 (2009). 36(1) 1 14 (2008). 55(3) (2007). Direct marketing review (2004). : (2009). 24(6) (2002). 14(6) (2005). ( ) : 17(1) (2005)., 81(9) (2011). 21 TRENDREADER(TR) 30(1) (2007). Web ( ) 31(3) (2009). : (25) (2008). ( [] 9 ) 8(1) (2010) (2009). YAKUGAKU ZASSHI 129(9) (2009). : 10(1) (2005). 35(1) (2007).

13 16(3) (2011). ( ). D, 94(6) (2011). (2003). : ( )( ) 44(10) (2010). PDCA CAPD : 25(4) (2004). (). D-I,, I- 87(10) (2009). 59(6) (2007). ( ) 40(3) (2009). : INTASC (2009). AO (19)

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