Enriching multilingual language resources by discovering missing cross-language links in Wikipedia

Jong Hoon Oh*, Daisuke Kawahara, Kiyotaka Uchimoto, Jun'ichi Kazama, Kentaro Torisawa

*この研究の対応する著者

研究成果: Conference contribution

16 被引用数 (Scopus)

抄録

We present a novel method for discovering missing crosslanguage links between English and Japanese Wikipedia articles. We collect candidates of missing cross-language links - a pair of English and Japanese Wikipedia articles, which could be connected by cross-language links. Then we select the correct cross-language links among the candidates by using a classifier trained with various types of features. Our method has three desirable characteristics for discovering missing links. First, our method can discover cross-language links with high accuracy (92% precision with 78% recall rates). Second, the features used in a classifier are language-independent. Third, without relying on any external knowledge, we generate the features based on resources automatically obtained from Wikipedia. In this work, we discover approximately 105 missing crosslanguage links from Wikipedia, which are almost two-thirds as many as the existing cross-language links in Wikipedia.

本文言語English
ホスト出版物のタイトルProceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
ページ322-328
ページ数7
DOI
出版ステータスPublished - 2008
外部発表はい
イベント2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008 - Sydney, NSW, Australia
継続期間: 2008 12 92008 12 12

出版物シリーズ

名前Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Conference

Conference2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
国/地域Australia
CitySydney, NSW
Period08/12/908/12/12

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 電子工学および電気工学

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