Learning to Rank Scientific Documents from the Crowd.
Jesse M. LingemanHong YuPublished in: CoRR (2016)
Keyphrases
- learning to rank
- scientific documents
- digital libraries
- information retrieval
- ranking functions
- loss function
- document retrieval
- evaluation measures
- direct optimization
- evaluation metrics
- ranking svm
- collaborative filtering
- test collection
- supervised learning
- related documents
- pairwise
- machine learning
- learning to rank algorithms
- scientific literature
- document collections
- information retrieval systems
- directly optimize
- balancing exploration and exploitation
- retrieval systems
- information extraction
- probabilistic model
- search engine