Usage-based web recommendations: a reinforcement learning approach.
Nima TaghipourAhmad A. KardanSaeed Shiry GhidaryPublished in: RecSys (2007)
Keyphrases
- reinforcement learning
- web usage
- website
- usage patterns
- web applications
- web pages
- semantic web
- web data
- web information retrieval
- state space
- web scale
- web documents
- web mining
- learning algorithm
- web technologies
- function approximation
- web content
- recommender systems
- web users
- optimal policy
- optimal control
- web resources
- user preferences
- information sources
- usage data
- social networks
- machine learning