Tracking changes in user interests with a few relevance judgments.
Dwi H. WidyantoroThomas R. IoergerJohn YenPublished in: CIKM (2003)
Keyphrases
- user interests
- relevance judgments
- user profiles
- test collection
- user feedback
- user behavior
- retrieval effectiveness
- retrieval systems
- average precision
- learning to rank
- relevance feedback
- web search engines
- relevant documents
- web personalization
- personalized recommendation
- query performance prediction
- collaborative filtering
- user profiling
- ranking functions
- user preferences
- recommender systems
- web content
- information retrieval systems
- implicit feedback
- evaluation measures
- relevance assessments
- user model
- retrieval model
- database systems
- document retrieval
- evaluation metrics
- precision and recall
- information retrieval
- loss function
- user interaction
- domain specific
- pairwise
- search engine
- learning algorithm