2016 · 19 citations · 22 references
ComputingInformation SystemsData VisualizationInformation RetrievalRecommender SystemsCollaborative FilteringContent-based RecommendationEvaluation Of Recommender SystemsHybrid RecommendationRecommendation EvaluationRecommendation SystemsFilteringHybrid FilteringHybrid Recommendation Systems
Recommendation System is a quickly progressing study area. Many new approaches are offered so far. In this particular paper we have researched on various applications of recommender system and various techniques used in recommender system like collaborative filtering, content-based filtering and hybrid filtering. Collaborative filtering is amongst the common methods utilized in recommending process. So comparative study on various collaborative filtering is done and the results are plotted graphically.
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Item-based collaborative filtering recommendation algorithms
Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations
Paul Resnick, Hal R. Varian · Communications of the ACM · 1997 · 3.7K citations · Full text
A Survey of Collaborative Filtering Techniques
Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 2009 · 3.6K citations · Full text