DocumentCode :
3352218
Title :
A Privacy-Preserving Book Recommendation Model Based on Multi-agent
Author :
Luo, Yongcheng ; Le, JiaJin ; Chen, Huilan
Author_Institution :
Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
Volume :
2
fYear :
2009
fDate :
28-30 Oct. 2009
Firstpage :
323
Lastpage :
327
Abstract :
Recommendation systems are widely used to cope with the problem of information overload in digital libraries, consequently, many recommendation methods have been successfully applied in the present book recommendation systems, such as collaborative filtering, content-based, association rule mining-based and so on. But they are always lack of user´s privacy concerns. Aiming at this disadvantage, in this work, a privacy-preserving book recommendation system (PPBRS) is introduced. This paper discusses the system structure of PPBRS at first. In addition, it discusses the functions of every agents and the operating process in the system. This recommendation system allows multiple recommendation methods to cooperate with one another to present their best recommendations to the user, can meet the needs of multiple recommendation, and also can protect users´ privacy while providing high-quality recommendations efficiently. Finally, we give a simple review of the work accomplished and conclude further research directions of the system by analyzing the existing work.
Keywords :
data mining; data privacy; information filtering; association rule mining; book recommendation systems; collaborative filtering; content-based mining; digital libraries; high-quality recommendation; information overload; multiagent system; privacy-preserving book recommendation model; Books; Collaboration; Collaborative work; Educational institutions; Information filtering; Information filters; Information science; Privacy; Protection; Software libraries; digital library; multi-agent; privacy-preserving; recommendation system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
Conference_Location :
Qingdao
Print_ISBN :
978-0-7695-3881-5
Type :
conf
DOI :
10.1109/WCSE.2009.822
Filename :
5403298
Link To Document :
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