The whens and hows of learning to rank for web search.
Craig MacdonaldRodrygo L. T. SantosIadh OunisPublished in: Inf. Retr. (2013)
Keyphrases
- learning to rank
- web search
- ranking functions
- web search engines
- query dependent
- search engine
- information retrieval
- ranking svm
- evaluation measures
- loss function
- direct optimization
- relevance judgments
- ranking models
- query logs
- search result
- web pages
- collaborative filtering
- web queries
- document retrieval
- relevance ranking
- clickthrough data
- search queries
- evaluation metrics
- directly optimize
- learning to rank algorithms
- anchor text
- digital libraries