Wikipedia Mining for Huge Scale Japanese Association Thesaurus Construction

Wikipedia, a huge scale Web-based dictionary, is an impressive corpus for knowledge extraction. We already proved that Wikipedia can be used for constructing an English association thesaurus and our link structure mining method is significantly effective for this aim. However, we want to find out how we can apply this method to other languages and what the requirements, differences and characteristics are. Nowadays, Wikipedia supports more than 250 languages such as English, German, French, Polish and Japanese. Among Asian languages, the Japanese Wikipedia is the largest corpus in Wikipedia. In this research, therefore, we analyzed all Japanese articles in Wikipedia and constructed a huge scale Japanese association thesaurus. After constructing the thesaurus, we realized that it shows several impressive characteristics depending on language and culture.

[1]  Hsinchun Chen,et al.  Automatic Thesaurus Generation for an Electronic Community System , 1995, J. Am. Soc. Inf. Sci..

[2]  Rajeev Motwani,et al.  The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.

[3]  Jaideep Srivastava,et al.  Web mining: information and pattern discovery on the World Wide Web , 1997, Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence.

[4]  J. Giles Internet encyclopaedias go head to head , 2005, Nature.

[5]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[6]  Carolyn J. Crouch,et al.  A cluster-based approach to thesaurus construction , 1988, SIGIR '88.

[7]  Eric Brill,et al.  A Simple Rule-Based Part of Speech Tagger , 1992, HLT.

[8]  Takahiro Hara,et al.  Wikipedia Mining for an Association Web Thesaurus Construction , 2007, WISE.

[9]  Maria Ruiz-Casado,et al.  Automatic Assignment of Wikipedia Encyclopedic Entries to WordNet Synsets , 2005, AWIC.

[10]  Hinrich Schütze,et al.  A Cooccurrence-Based Thesaurus and Two Applications to Information Retrieval , 1994, Inf. Process. Manag..

[11]  Wei-Ying Ma,et al.  Building a web thesaurus from web link structure , 2003, SIGIR.

[12]  Ian H. Witten,et al.  Mining Domain-Specific Thesauri from Wikipedia: A Case Study , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

[13]  Simone Paolo Ponzetto,et al.  WikiRelate! Computing Semantic Relatedness Using Wikipedia , 2006, AAAI.

[14]  Brian D. Davison Topical locality in the Web , 2000, SIGIR '00.

[15]  Takahiro Hara,et al.  A Thesaurus Construction Method from Large ScaleWeb Dictionaries , 2007, 21st International Conference on Advanced Information Networking and Applications (AINA '07).

[16]  Yuen-Hsien Tseng,et al.  Automatic thesaurus generation for Chinese documents , 2002, J. Assoc. Inf. Sci. Technol..

[17]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .