Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence.
Deyu DengJiaxing Jason MaiCarson K. LeungAlfredo CuzzocreaPublished in: ICNCC (2019)
Keyphrases
- collaborative filtering
- collaborative filtering algorithms
- data sparsity
- recommender systems
- product recommendation
- matrix factorization
- hybrid recommendation
- user ratings
- individual differences
- recommendation quality
- user preferences
- information theory
- cold start
- information processing
- transfer learning
- information theoretic
- mutual information
- cold start problem
- hybrid learning
- cognitive processes
- netflix prize
- pearson correlation coefficient
- collaborative filtering recommendation algorithm
- personalized recommendation
- user item rating
- active user
- recommendation systems
- individual level
- e learning
- collaborative filtering recommendation
- cognitive science
- rating matrix
- user profiles
- website