Active Learning to Rank using Pairwise Supervision.
Ian DavidsonHongfei LiBuyue QianJun WangXiang WangPublished in: SDM (2013)
Keyphrases
- learning to rank
- pairwise
- loss function
- ranking functions
- information retrieval
- evaluation measures
- learning to rank algorithms
- ranking svm
- query dependent
- active learning
- multi class
- document retrieval
- retrieval systems
- direct optimization
- directly optimize
- collaborative filtering
- semi supervised
- support vector
- balancing exploration and exploitation
- data sets
- test collection
- similarity measure