Learning to rank related entities in Web search.
Changsung KangDawei YinRuiqiang ZhangNicolas TorzecJianzhang HeYi ChangPublished in: Neurocomputing (2015)
Keyphrases
- learning to rank
- web search
- ranking functions
- query dependent
- loss function
- information retrieval
- web search engines
- search engine
- evaluation measures
- ranking models
- ranking svm
- direct optimization
- document retrieval
- learning to rank algorithms
- evaluation metrics
- directly optimize
- clickthrough data
- data sets
- balancing exploration and exploitation
- collaborative filtering
- supervised learning
- web pages
- feature selection
- relevance judgments
- ranking algorithm
- test collection
- pairwise