Bayesian latent variable models for collaborative item rating prediction.
Morgan HarveyMark James CarmanIan RuthvenFabio CrestaniPublished in: CIKM (2011)
Keyphrases
- rating prediction
- latent variable models
- collaborative filtering
- sentiment analysis
- latent variables
- recommender systems
- matrix factorization
- user ratings
- real valued
- latent dirichlet allocation
- learning problems
- bayesian inference
- bayesian networks
- bayesian learning
- probabilistic model
- machine learning
- random variables
- user preferences
- machine learning algorithms
- model selection
- text classification
- gaussian processes
- hidden markov models
- pairwise