Applying layered multi-population genetic programming on learning to rank for information retrieval.
Jung-Yi LinJen-Yuan YehChao-Chung LiuPublished in: ICMLC (2012)
Keyphrases
- learning to rank
- genetic programming
- information retrieval
- multi population
- genetic algorithm
- ranking functions
- evaluation measures
- loss function
- document retrieval
- ranking svm
- evolutionary algorithm
- direct optimization
- test collection
- ranking models
- query dependent
- learning to rank algorithms
- retrieval systems
- document collections
- collaborative filtering
- search engine
- data sets
- query expansion
- information extraction
- dynamic optimization
- neural network