On the ERA ranking representability of pairwise bipartite ranking functions.
Willem WaegemanBernard De BaetsPublished in: Artif. Intell. (2011)
Keyphrases
- ranking functions
- pairwise
- learning to rank
- real valued
- ranking algorithm
- document retrieval
- web search
- web search engines
- supervised learning
- ranking svm
- relevance judgments
- similarity measure
- multi class
- loss function
- ranking models
- bipartite graph
- pairwise classification
- directly optimize
- semi supervised
- preference learning
- query dependent
- ranking scheme
- scoring function
- feature set
- information retrieval
- learning to rank algorithms
- relevant documents
- document collections
- learning algorithm