2010年
Personalized Reading Support for Second-Language Web Documents by Collective Intelligence
IUI 2010
- ,
- ,
- ,
- 開始ページ
- 51
- 終了ページ
- 60
- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1145/1719970.1719978
- 出版者・発行元
- ASSOC COMPUTING MACHINERY
Novel intelligent interface eases the browsing of Web documents written in the second languages of users. It automatically predicts words unfamiliar to the user by collective intelligence and glosses them with their meaning in advance. If the prediction succeeds, the user does not need to consult a dictionary; even if it fails, the user can correct the prediction. The correction data are collected and used to improve the accuracy of further predictions. The prediction is personalized in that every user's language ability is estimated by a state-of-the-art language testing model, which is trained in a practical response time with only a small sacrifice of prediction accuracy. Evaluation results for the system in terms of prediction accuracy are encouraging.
Web of Science ® 被引用回数 : 4
Web of Science ® の 関連論文(Related Records®)ビュー
- リンク情報
- ID情報
-
- DOI : 10.1145/1719970.1719978
- Web of Science ID : WOS:000283748700006