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cs.LG2012★ 2 cited
Using Wikipedia to Boost SVD Recommender Systems
Gilad Katz, Guy Shani, Bracha Shapira +1
Singular Value Decomposition (SVD) has been used successfully in recent years in the area of recommender systems. In this paper we present how this model can be extended to conside…
cs.IR2012★ 2 cited
Boosting Simple Collaborative Filtering Models Using Ensemble Methods
Ariel Bar, Lior Rokach, Guy Shani +2
In this paper we examine the effect of applying ensemble learning to the performance of collaborative filtering methods. We present several systematic approaches for generating an…