Clustering-based diversity improvement in top-N recommendation

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

Amazon.com recommendations: item-to-item collaborative filtering

Greg Linden, Brent Smith, Jeremy York · IEEE Internet Computing · 2003 · 5.4K citations

Computing, Computer Science, Data Mining +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

GroupLens

Joseph A. Konstan, Brad Miller, David A. Maltz et al. · Communications of the ACM · 1997 · 2.4K citations · Full text

Computing, Communication, Information Systems +9