Conditional Restricted Boltzmann Machines for Cold Start Recommendations.
Jiankou LiWei ZhangPublished in: CoRR (2014)
Keyphrases
- cold start
- restricted boltzmann machine
- recommender systems
- collaborative filtering
- cold start problem
- deep learning
- data sparsity
- user preferences
- tag recommendation
- implicit feedback
- learning algorithm
- user ratings
- transfer learning
- conditional random fields
- probabilistic graphical models
- personalized recommendation
- semi supervised
- data sparseness
- recommendation algorithms
- matrix factorization
- training data
- recommendation systems
- user interests
- loopy belief propagation
- artificial neural networks
- neural network