Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation.
Víctor RoblesPedro LarrañagaErnestina Menasalvas RuizMaría S. PérezVanessa HervesPublished in: Web Intelligence (2003)
Keyphrases
- interval estimation
- collaborative filtering
- bayes classifiers
- bayesian classifiers
- recommender systems
- bayes classifier
- matrix factorization
- user preferences
- tree augmented
- markov decision processes
- information filtering
- bayesian classifier
- collaborative filtering algorithms
- data sparsity
- decision trees
- probabilistic matrix factorization
- bayesian network classifiers
- user profiles
- text categorization
- significant improvement
- text classification
- bayesian networks
- recommendation systems
- reinforcement learning
- pearson correlation coefficient
- bayes net
- product recommendation
- cold start problem
- cold start
- logistic regression
- personalized recommendation