Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search.
Thorsten JoachimsLaura A. GrankaBing PanHelene HembrookeFilip RadlinskiGeri GayPublished in: ACM Trans. Inf. Syst. (2007)
Keyphrases
- web search
- implicit feedback
- clickthrough data
- search logs
- click logs
- query logs
- search result
- user clicks
- search queries
- search engine
- query suggestion
- web search engines
- user behavior
- relevance feedback
- relevance judgments
- user feedback
- explicit feedback
- web pages
- user queries
- search history
- web retrieval
- eye tracking
- search tasks
- document relevance
- average precision
- user interaction
- recommender systems
- relevance ranking
- search sessions
- query processing
- collaborative filtering
- query expansion
- ranking functions
- retrieval systems
- information retrieval
- log files
- data sources
- keyword search
- learning to rank
- query terms
- vector space
- relevant documents
- loss function