Personalized recommendation by matrix co-factorization with tags and time information

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations

Computing, Computer Science, Information Retrieval +13

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

Evaluating collaborative filtering recommender systems

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

Computing, Information Systems, Information Retrieval +13

Using collaborative filtering to weave an information tapestry

David Theo Goldberg, David M. Nichols, Brian Oki et al. · Communications of the ACM · 1992 · 4.1K citations · Full text

Computing, Computer Science, Information Systems +7

Factorization meets the neighborhood

Yehuda Koren · 2008 · 3.9K citations

Computing, Computer Science, Algorithms +3