Hybrid online-offline learning to rank using simulated annealing strategy based on dependent click model.
Osman Ali Sadek IbrahimEman M. G. YounisPublished in: Knowl. Inf. Syst. (2022)
Keyphrases
- learning to rank
- simulated annealing
- balancing exploration and exploitation
- ranking functions
- click models
- web search
- evaluation metrics
- information retrieval
- loss function
- query dependent
- evaluation measures
- document retrieval
- ranking svm
- test collection
- user behavior
- retrieval systems
- collaborative filtering
- average precision
- evolutionary algorithm
- supervised learning
- user feedback
- reinforcement learning
- benchmark datasets
- information retrieval systems
- relevance judgments
- query suggestion
- information extraction
- learning to rank algorithms
- learning algorithm