2007 WikipediaMiningforanAssocWeb...
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- (Nakayama et al., 2007) ⇒ Kotaro Nakayama, Takahiro Hara, and Shojiro Nishio. (2007) "Wikipedia Mining for an Association Web Thesaurus Construction.” In: Web Information Systems Engineering (WISE 2007). Lecture Notes in Computer Science, 2007, (4831:322-3334). doi:10.1007/978-3-540-76993-4_27
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Abstract
Wikipedia has become a huge phenomenon on the WWW. As a corpus for knowledge extraction, it has various impressive characteristics such as a huge amount of articles, live updates, a dense link structure, brief link texts and URL identification for concepts. In this paper, we propose an efficient link mining method pfibf (Path Frequency - Inversed Backward link Frequency) and the extension method “forward / backward link weighting (FB weighting)” in order to construct a huge scale association thesaurus. We proved the effectiveness of our proposed methods compared with other conventional methods such as cooccurrence analysis and TF-IDF.
References
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2007 WikipediaMiningforanAssocWeb... | Kotaro Nakayama Takahiro Hara Shojiro Nishio | Wikipedia Mining for an Association Web Thesaurus Construction | Web Information Systems Engineering | http://wikipedia-lab.org/ja/images/9/90/Wise2007.pdf | 2007 |