Collaborative Filtering Personalized Recommendation Algorithm

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Research and Improvement of Personalized Recommendation Algorithm Based on Collaborative Filtering

Publication Author: 
Lijuan Zheng,Yaling Wang, Jiangang Qi, Dan Liu
Host Title: 
Internation Journal of computer and Network Security
Volume: 
7
Number: 
7

Collaborative filtering is one of the most frequently used techniques in personalized recommendation systems. But currently used user-based collaborative filtering recommendation algorithm and the collaborative filtering recommendation algorithm based on item rating prediction has disadvantage in similarity computation method. Basing on this disadvantage, the paper puts forward an improved collaborative filtering recommendation algorithm.

Month: 
July
Year: 
2007
Type of paper: 
Journal Article
Publisher: 
IJCSNS
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