Learning to rank: new approach with the layered multi-population genetic programming on click-through features.
Amir Hosein KeyhanipourBehzad MoshiriFarhad OroumchianMaseud RahgozarKambiz BadiePublished in: Genet. Program. Evolvable Mach. (2016)
Keyphrases
- learning to rank
- genetic programming
- ranking functions
- information retrieval
- multi population
- loss function
- web search
- learning to rank algorithms
- feature set
- feature vectors
- evaluation measures
- ranking models
- feature space
- document retrieval
- directly optimize
- ranking svm
- neural network
- direct optimization
- query dependent
- benchmark datasets
- classification accuracy
- feature extraction
- test collection
- collaborative filtering