Learning to rank relational objects based on the listwise approach.
Yuxin DingDi ZhouMin XiaoLi DongPublished in: IJCNN (2011)
Keyphrases
- learning to rank
- ranking functions
- information retrieval
- loss function
- learning to rank algorithms
- ranking svm
- document retrieval
- evaluation measures
- evaluation metrics
- relevance judgments
- test collection
- query dependent
- balancing exploration and exploitation
- user feedback
- collaborative filtering
- retrieval systems
- supervised learning
- ranking models
- data model
- direct optimization
- decision trees
- language model
- directly optimize