A novel matrix factorization model for recommendation with LOD-based semantic similarity measure

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Matrix Factorization Techniques for Recommender Systems

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Computing, Computer Science, Information Retrieval +13

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

Computing, Computer Science, Predictive Analytics +14

Factorization meets the neighborhood

Yehuda Koren · 2008 · 3.9K citations

Computing, Computer Science, Algorithms +3

Probabilistic Latent Semantic Analysis

Thomas Hofmann · arXiv (Cornell University) · 2013 · 2.1K citations · Full text

Computing, Computer Science, Information Retrieval +11