Context-Regularized Neural Collaborative Filtering for Game App Recommendation.
Shonosuke HaradaKazuki TaniguchiMakoto YamadaHisashi KashimaPublished in: RecSys (Late-Breaking Results) (2019)
Keyphrases
- collaborative filtering
- recommender systems
- user ratings
- matrix factorization
- data sparsity
- personalized recommendation
- recommendation systems
- user preferences
- cold start problem
- web page recommendation
- neural network
- making recommendations
- computer games
- contextual information
- context aware
- cold start
- collaborative filtering algorithms
- online dating
- game playing
- pearson correlation coefficient
- user model
- search engine
- item based collaborative filtering
- collaborative filtering recommendation
- item recommendation
- deal with information overload
- recommendation quality
- latent factor models
- content based filtering
- recommendation algorithms
- information overload
- transfer learning
- least squares
- reinforcement learning
- bayesian networks