Introduction to special issue on learning to rank for information retrieval.
Tie-Yan LiuThorsten JoachimsHang LiChengxiang ZhaiPublished in: Inf. Retr. (2010)
Keyphrases
- learning to rank
- special issue
- information retrieval
- ranking functions
- document retrieval
- loss function
- ecml pkdd
- evaluation measures
- international journal
- ranking svm
- applied intelligence
- direct optimization
- ai edam
- relevance judgments
- collaborative filtering
- learning to rank algorithms
- data sets
- query dependent
- test collection
- ranking models
- retrieval effectiveness
- benchmark datasets
- information extraction
- balancing exploration and exploitation