Sample selection for MCMC-based recommender systems.
Thierry SilbermannImmanuel BayerSteffen RendlePublished in: RecSys (2013)
Keyphrases
- sample selection
- recommender systems
- active learning
- training data
- markov chain
- markov chain monte carlo
- selection strategy
- collaborative filtering
- monte carlo
- support vector machine
- user preferences
- posterior distribution
- cold start problem
- user profiles
- generative model
- recommendation systems
- parameter estimation
- particle filter
- genetic algorithm
- data mining
- expectation maximization
- recommendation algorithms
- learning algorithm