An Overview of Learning to Rank for Information Retrieval.
Xishuang DongXiaodong ChenYi GuanZhiming YuSheng LiPublished in: CSIE (3) (2009)
Keyphrases
- learning to rank
- information retrieval
- ranking functions
- evaluation measures
- document retrieval
- loss function
- ranking svm
- test collection
- evaluation metrics
- collaborative filtering
- query dependent
- retrieval systems
- information retrieval systems
- direct optimization
- supervised learning
- search engine
- relevance judgments
- ranking algorithm
- balancing exploration and exploitation
- exploration exploitation dilemma
- language modeling
- web search
- information extraction
- learning algorithm