Fitted Q-iteration and functional networks for ubiquitous recommender systems.
Matteo GaetaFrancesco OrciuoliLuigi RaritàStefania TomasielloPublished in: Soft Comput. (2017)
Keyphrases
- recommender systems
- fitted q iteration
- collaborative filtering
- reinforcement learning
- information filtering
- matrix factorization
- information overload
- implicit feedback
- context awareness
- user preferences
- user model
- ubiquitous computing
- user modeling
- trust aware
- cold start
- context aware
- personalized recommendation
- ubiquitous environment
- cold start problem
- product recommendation
- neural network
- case study
- data sparsity
- location aware
- real time
- user interests
- user feedback
- learning algorithm