Improving quality of training data for learning to rank using click-through data.
Jingfang XuChuanliang ChenGu XuHang LiElbio Renato Torres AbibPublished in: WSDM (2010)
Keyphrases
- learning to rank
- training data
- ranking functions
- supervised learning
- information retrieval
- loss function
- ranking svm
- direct optimization
- evaluation measures
- data sets
- decision trees
- document retrieval
- learning algorithm
- retrieval systems
- training set
- evaluation metrics
- relevance judgments
- support vector machine
- web search
- pairwise
- collaborative filtering
- query dependent
- semi supervised
- learning to rank algorithms