Learning to rank only using training data from related domain.
Wei GaoPeng CaiKam-Fai WongAoying ZhouPublished in: SIGIR (2010)
Keyphrases
- learning to rank
- training data
- ranking functions
- loss function
- information retrieval
- supervised learning
- evaluation measures
- data sets
- direct optimization
- learning to rank algorithms
- collaborative filtering
- document retrieval
- retrieval systems
- ranking svm
- query dependent
- learning algorithm
- evaluation metrics
- domain specific
- precision and recall
- classification accuracy
- domain adaptation
- decision trees
- balancing exploration and exploitation
- test collection
- support vector machine
- pairwise
- information gain
- target domain
- digital libraries
- reinforcement learning