On personalizing Web content through reinforcement learning.
Stefano FerrettiSilvia MirriCatia PrandiPaola SalomoniPublished in: Univers. Access Inf. Soc. (2017)
Keyphrases
- web content
- reinforcement learning
- website
- user interests
- web pages
- web search
- function approximation
- semantic browsing
- web resources
- web users
- temporal difference
- user generated
- markov decision processes
- web documents
- web browsing
- web data
- dynamic programming
- reinforcement learning algorithms
- learning process
- optimal policy
- optimal control
- web usage mining
- policy search
- machine learning
- learning classifier systems
- web objects
- web information
- model free
- information retrieval
- state space
- action selection
- supervised learning
- html documents
- function approximators
- multi agent
- user profiles
- rss feeds
- k nearest neighbor