Sparse linear methods with side information for Top-N recommendations

Abstract

The increasing amount of side information associated with the items in E-commerce applications has provided a very rich source of information that, once properly exploited and incorporated, can significantly improve the performance of the conventional recommender systems. This paper focuses on developing effective algorithms that utilize item side… (More)
DOI: 10.1145/2365952.2365983

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