Enhancing Collaborative Filtering by User-User Covariance Matrix

The collaborative filtering (CF) approach is one of the most successful personalized recommendation methods so far, which is employed by the majority of personalized recommender systems to predict users’ preferences or interests. The basic idea of CF is that if users had the same interests in the pa...

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Bibliographic Details
Main Authors: Yingyuan Xiao, Jingjing Shi, Wenguang Zheng, Hongya Wang, Ching-Hsien Hsu
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2018/9740402