Exploiting Reinforcement Learning to Profile Users and Personalize Web Pages.
Stefano FerrettiSilvia MirriCatia PrandiPaola SalomoniPublished in: COMPSAC Workshops (2014)
Keyphrases
- user profiles
- reinforcement learning
- web pages
- website
- web content
- user model
- dynamically generated
- web resources
- search engine
- user interface
- information overload
- user interaction
- personalized search
- web search
- collaborative filtering
- end users
- dynamic programming
- web logs
- geographical locations
- helping users
- user access
- social bookmarking
- topic specific
- log data
- recommender systems
- web browser
- user experience
- markov decision processes
- user preferences
- state space
- geographic information
- user interests
- web browsing
- web documents
- unstructured information
- user access patterns