Sample selection for MCMC-based recommender systems.

Thierry Silbermann Immanuel Bayer Steffen Rendle

Published 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