Learning to rank relational objects and its application to web search.
Tao QinTie-Yan LiuXu-Dong ZhangDe-Sheng WangWen-Ying XiongHang LiPublished in: WWW (2008)
Keyphrases
- learning to rank
- web search
- ranking functions
- query dependent
- information retrieval
- loss function
- web search engines
- ranking models
- evaluation measures
- document retrieval
- search engine
- ranking svm
- user feedback
- data model
- direct optimization
- test collection
- collaborative filtering
- relevance judgments
- web pages
- retrieval effectiveness
- ranking algorithm
- query logs
- search queries
- supervised learning