Knowledge-Based Systems · 2011 · 197 citations · 37 references
ComputingComputer ScienceData MiningMachine LearningRecommender SystemsCollaborative FilteringGroup RecommendationMatrix FactorizationOnline RecommendationRecommendation EvaluationRecommendation SystemsIncremental FilteringRegularized Matrix Factorization
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Matrix Factorization Techniques for Recommender Systems
Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
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Item-based collaborative filtering recommendation algorithms
Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations