A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

Computing, Computer Science, Information Retrieval +14

Item-based collaborative filtering recommendation algorithms

Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations

Computing, Computer Science, Information Systems +11

Evaluating collaborative filtering recommender systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen et al. · ACM Transactions on Information Systems · 2004 · 5.8K citations

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GroupLens

Paul Resnick, Neophytos Iacovou, Mitesh Suchak et al. · 1994 · 5K citations · Full text

Computing, Communication, Information Systems +9

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

John S. Breese, David Heckerman, Carl Kadie · arXiv (Cornell University) · 2013 · 4.5K citations · Full text

Computing, Computer Science, Predictive Analytics +14