Learning to rank: from pairwise approach to listwise approach.
Zhe CaoTao QinTie-Yan LiuMing-Feng TsaiHang LiPublished in: ICML (2007)
Keyphrases
- learning to rank
- pairwise
- loss function
- ranking functions
- information retrieval
- ranking svm
- document retrieval
- multi class
- relevance judgments
- evaluation measures
- evaluation metrics
- balancing exploration and exploitation
- learning to rank algorithms
- query dependent
- direct optimization
- similarity measure
- pairwise classification
- collaborative filtering
- semi supervised
- supervised learning
- retrieval systems
- ranking models
- user feedback
- average precision
- support vector machine
- data sets
- multimedia
- test collection