イノウエ ウシオ   INOUE Ushio
  井上 潮
   所属   東京電機大学  工学部 情報通信工学科
   東京電機大学大学院  先端科学技術研究科 情報通信メディア工学専攻
   東京電機大学大学院  工学研究科 情報通信工学専攻
   職種   教授
言語種別 英語
発行・発表の年月 2013/07
形態種別 国際会議論文
査読 査読有り
標題 A Bookmark Recommender System based on Social Bookmarking Services and Wikipedia Categories
執筆形態 共著
掲載誌名 Proc. of 14th ACIS International Conference on Software Engineering, Artificial Intelligence, N
掲載区分国外
出版社・発行元 IEEE
巻・号・頁 pp.409-413
著者・共著者 ◎Takumi Yoshida
Ushio Inoue
概要 Social book marking services allow users to add bookmarks of web pages with freely chosen keywords as tags. Personalized recommender systems recommend new and useful bookmarks added by other users. We propose a new method to find similar users and to select relevant bookmarks in a social book marking service. Our method is lightweight, because it uses a small set of important tags for each user to find useful bookmarks to recommend. Our method is also powerful, because it employs the Wikipedia category database to deal with the diversity of tags among users. The evaluation using the Hatena bookmark service in Japan shows that our method significantly increases the number of relevant bookmarks recommended without notable increase of irrelevant bookmarks.
DOI 10.1109/SNPD.2013.3
ISBN 978-0-7695-5005-3