Gaussian process factorization machines for context-aware recommendations.
Trung V. NguyenAlexandros KaratzoglouLinas BaltrunasPublished in: SIGIR (2014)
Keyphrases
- context aware
- gaussian process
- gaussian processes
- contextual information
- regression model
- context awareness
- ubiquitous computing
- mobile devices
- approximate inference
- gaussian process regression
- ambient intelligence
- latent variables
- recommender systems
- semi supervised
- bayesian framework
- model selection
- matrix factorization
- hyperparameters
- expectation propagation
- gaussian process models
- smart home
- mobile users
- covariance function
- cross validation
- context aware systems
- context aware ubiquitous learning
- probability distribution
- context aware services
- support vector
- e learning
- computer vision