A Time-Aware Recommender System Based on Dependency Network of Items

The Computer Journal(2015)

引用 19|浏览12
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摘要
Recommender systems have been accompanied by many applications in both academia and industry. Among different algorithms used to construct a recommender system, collaborative filtering methods have attracted much attention and been used in many commercial applications. Incorporating the time into the recommendation algorithm can greatly enhance its performance. In this paper, we propose a novel ti...
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关键词
social networks,recommender systems,information cascade,novelty,diversity,maximum-likelihood estimation
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