A Design Space for Explainable Ranking and Ranking Models.
Ibrahim Al HazwaniJenny SchmidMadhav SachdevaJürgen BernardPublished in: CoRR (2022)
Keyphrases
- design space
- ranking models
- learning to rank
- ranking functions
- web search
- ranking algorithm
- benchmark datasets
- information retrieval
- ranking svm
- loss function
- pairwise classification
- design process
- learning to rank algorithms
- directly optimize
- design tools
- evaluation measures
- design space exploration
- search space
- relevance judgments
- objective function
- learning process
- web queries
- pairwise
- search engine
- document retrieval
- supervised learning
- query dependent
- case study
- decision trees
- e learning