Towards Better Service Personalization: Reinforcement Learning with Guarantee of User Preference.
Zhenyu MaoJialong LiKenji TeiPublished in: SISY (2022)
Keyphrases
- user preferences
- reinforcement learning
- user profiles
- user behavior
- recommender systems
- collaborative filtering
- user specific
- web services
- state space
- user behaviour
- user feedback
- service quality
- preference models
- preference model
- service discovery
- recommendation systems
- individual user
- function approximation
- markov decision processes
- making recommendations
- social influence
- user interests
- personalized services
- collaborative recommendation
- learning algorithm
- user profiling
- collaborative filtering algorithms
- optimal policy