A Utility-Based Recommendation Approach for E-Commerce Websites Based on Bayesian Networks.
Ming YiWeihua DengPublished in: BIFE (2009)
Keyphrases
- bayesian networks
- recommender systems
- website
- collaborative filtering
- learning bayesian networks
- probabilistic inference
- recommendation systems
- probabilistic reasoning
- conditional independence
- user preferences
- probabilistic modeling
- structure learning
- personalized recommendation
- probability distribution
- conditional probabilities
- random variables
- graphical models
- probabilistic model
- incomplete data
- inference in bayesian networks
- diagnostic reasoning
- decision models
- neural network
- bayesian network classifiers
- bayesian belief networks
- decision problems
- expert knowledge
- bayesian network structures
- online dating
- bayesian network learning
- contextual bandit