Decision Support Systems · 2013 · 124 citations · 30 references
ComputingData ScienceData MiningRecommender SystemsStatistical ModelingCollaborative FilteringContent-based RecommendationEvaluation Of Recommender SystemsMatrix FactorizationRecommendation EvaluationRecommendation SystemsBayesian Collaborative FilteringBayesian Matrix FactorizationLatent Factor ModelsProbabilistic Content RecommendationProbabilistic Matrix Factorization
30
Learning the parts of objects by non-negative matrix factorization
Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations
Item-based collaborative filtering recommendation algorithms
Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations
Monte Carlo Statistical Methods
Hoon Kim, Christian P. Robert, George Casella · Technometrics · 2000 · 5.6K citations