An evolutionary strategy with machine learning for learning to rank in information retrieval.
Osman Ali Sadek IbrahimDario Landa SilvaPublished in: Soft Comput. (2018)
Keyphrases
- learning to rank
- information retrieval
- evolutionary strategy
- machine learning
- evolutionary algorithm
- ranking functions
- learning to rank algorithms
- supervised learning
- document retrieval
- evolutionary computation
- loss function
- information extraction
- text mining
- direct optimization
- ranking svm
- multi objective optimization
- artificial immune system
- evaluation measures
- differential evolution
- ant colony optimization
- computational intelligence
- constrained optimization
- particle swarm optimization
- genetic algorithm
- test collection
- variable length
- machine learning algorithms
- collaborative filtering
- multi objective
- ranking models
- learning tasks
- data mining
- neural network
- learning problems
- natural language processing
- retrieval systems
- fitness function
- keywords
- active learning
- search engine
- vector space model
- learning algorithm
- document collections
- genetic programming
- text classification