Product recommendation with temporal dynamics

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

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

Factorization meets the neighborhood

Yehuda Koren · 2008 · 3.9K citations

Computing, Computer Science, Algorithms +3

An Information-Theoretic Definition of Similarity

Dekang Lin · 1998 · 3.7K citations

Computing, Computer Science, Information Theory +8

Probabilistic Matrix Factorization

Andriy Mnih, Ruslan Salakhutdinov · Neural Information Processing Systems · 2007 · 3.6K citations

Computing, Computer Science, Data Science +14