A Cognitive Similarity-Based Measure to Enhance the Performance of Collaborative Filtering-Based Recommendation System.
Gourav JainTripti MaharaS. C. SharmaArun Kumar SangaiahPublished in: IEEE Trans. Comput. Soc. Syst. (2022)
Keyphrases
- collaborative filtering
- recommender systems
- recommendation systems
- matrix factorization
- data sparsity
- personalized recommendation
- cognitive processes
- deal with information overload
- user based collaborative filtering
- cognitive science
- similarity measure
- information content
- user preferences
- information retrieval
- information filtering
- distance measure
- decision making
- working memory
- machine learning
- making recommendations
- product recommendation
- user ratings
- recommendation algorithms
- cognitive model
- association rules
- information processing
- information theory