Title :
User Modeling by CLC and Feedback Behavior
Author_Institution :
Dept. of Political Work, Armed Police Force Political Acad. of Shanghai, Shanghai, China
Abstract :
The key of personalized recommendation system is to develop a user profile that describes the user´s interests. We propose a method to establish the user profile based on Chinese Library Classification (CLC) and feedback behavior. The user interest profile is initialed by CLC, using its thesaurus to describe the user´s interest. Then the feedback of user is classified and used, which allows us adjust the user´s profile, having the user participate in as little as possible. Finally, based on the above ideas, we develop a document recommend system.
Keywords :
classification; information retrieval; libraries; recommender systems; CLC; Chinese library classification; feedback behavior; personalized recommendation system; thesaurus; user modeling; user profile; Information science; Libraries; Manuals; Printing; Registers; Servers; Thesauri; User Modeling; personalization; recommending system;
Conference_Titel :
Business Computing and Global Informatization (BCGIN), 2011 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-0788-9
Electronic_ISBN :
978-0-7695-4464-9
DOI :
10.1109/BCGIn.2011.94
