On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions.
Rodrigo Tripodi CalumbyMarcos André GonçalvesRicardo da Silva TorresPublished in: Neurocomputing (2016)
Keyphrases
- recent advances
- learning to rank
- information retrieval
- learning to rank algorithms
- evaluation measures
- ranking functions
- loss function
- ranking svm
- retrieval effectiveness
- document retrieval
- test collection
- relevance judgments
- collaborative filtering
- evaluation metrics
- information retrieval systems
- researchers and practitioners
- text retrieval
- query dependent
- field of pattern recognition
- direct optimization
- ranking algorithm
- support vector
- decision trees