An Effective News Recommendation Method for Microblog User
Joint Authors
Gu, Wanrong
Dong, Shoubin
Zeng, Zhizhao
He, Jinchao
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-02
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Recommending news stories to users, based on their preferences, has long been a favourite domain for recommender systems research.
Traditional systems strive to satisfy their user by tracing users' reading history and choosing the proper candidate news articles to recommend.
However, most of news websites hardly require any user to register before reading news.
Besides, the latent relations between news and microblog, the popularity of particular news, and the news organization are not addressed or solved efficiently in previous approaches.
In order to solve these issues, we propose an effective personalized news recommendation method based on microblog user profile building and sub class popularity prediction, in which we propose a news organization method using hybrid classification and clustering, implement a sub class popularity prediction method, and construct user profile according to our actual situation.
We had designed several experiments compared to the state-of-the-art approaches on a real world dataset, and the experimental results demonstrate that our system significantly improves the accuracy and diversity in mass text data.
American Psychological Association (APA)
Gu, Wanrong& Dong, Shoubin& Zeng, Zhizhao& He, Jinchao. 2014. An Effective News Recommendation Method for Microblog User. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1051552
Modern Language Association (MLA)
Gu, Wanrong…[et al.]. An Effective News Recommendation Method for Microblog User. The Scientific World Journal No. 2014 (2014), pp.1-14.
https://search.emarefa.net/detail/BIM-1051552
American Medical Association (AMA)
Gu, Wanrong& Dong, Shoubin& Zeng, Zhizhao& He, Jinchao. An Effective News Recommendation Method for Microblog User. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1051552
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1051552