Query Chains: Learning to Rank from Implicit Feedback
Filip RadlinskiThorsten JoachimsPublished in: CoRR (2006)
Keyphrases
- learning to rank
- relevance judgments
- implicit feedback
- ranking functions
- ranking svm
- user feedback
- information retrieval
- clickthrough data
- loss function
- document retrieval
- relevance feedback
- query dependent
- retrieval systems
- collaborative filtering
- test collection
- evaluation measures
- evaluation metrics
- average precision
- eye tracking
- query suggestion
- relevant documents
- information retrieval systems
- search logs
- web search engines
- query expansion
- ranking models
- query terms
- search result
- retrieval effectiveness
- user queries
- user interaction
- supervised learning
- image retrieval
- feature space