A novel query expansion method based on predictive algorithms used for collaborative filtering was proposed. Query-document was considered as a measure to select the relevant document set and as an element of term weight calculation to improve retrieval performance. Collaborative filtering was used to predict the votes of a particular user from a database of user votes of other users. The object of predictive algorithms for collaborative filtering was to predict the values of empty elements of the active user.
|ジャーナル||SIGIR Forum (ACM Special Interest Group on Information Retrieval)|
|出版物ステータス||Published - 2001 1 1|
|イベント||24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval - New Orleans, LA, United States|
継続期間: 2001 9 9 → 2001 9 13
ASJC Scopus subject areas
- Management Information Systems
- Hardware and Architecture