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Introduction to recommender systems: Algorithms and Evaluation
Joseph A. Konstan

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Evaluating collaborative filtering recommender systems
Jonathan L. Herlocker | Joseph A. Konstan | Loren G. Terveen | John Riedl

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Ontological user profiling in recommender systems
Stuart E. Middleton | Nigel Shadbolt | David De Roure

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Latent semantic models for collaborative filtering
Thomas Hofmann

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Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering
Zan Huang | Hsinchun Chen | Daniel Dajun Zeng

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Item-based top-N recommendation algorithms
Mukund Deshpande | George Karypis