Personalized Web-Document Filtering Using Reinforcement Learning.
Byoung-Tak ZhangYoung-Woo SeoPublished in: Appl. Artif. Intell. (2001)
Keyphrases
- web documents
- reinforcement learning
- information filtering
- information extraction
- semi structured
- prefetching
- state space
- web search engines
- web pages
- function approximation
- reinforcement learning algorithms
- e learning
- keywords
- web content
- temporal difference
- learning algorithm
- filtering algorithm
- textual information
- web data
- html documents
- web logs
- optimal policy
- unstructured documents
- focused crawling
- function approximators
- vector space model
- optimal control
- website
- document representation
- filtering method
- markov decision processes
- learning process
- dynamically generated
- content similarity
- user profiles