IEEE Intelligent Systems · 2011 · 194 citations · 13 references
BusinessDecision SciencesDecision Support SystemsMulti-criteria Decision MakingRecommender SystemsCollaborative FilteringMulti-criteria Decision AnalysisMulti-criteria RecommendationPreference ModelingRecommendation SystemsUser ModelingHybrid Recommendation ModelsHybrid Recommendation SystemsUser Preference ModelingUser Profile Modeling
The paper mentions that a hybrid recommender systems framework creates user-profile groups before applying a collaborative-filtering algorithm by incorporating techniques from the multiple-criteria decision-analysis (MCDA) field.
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The global k-means clustering algorithm
Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text