Rule-Based Active Sampling for Learning to Rank.
Rodrigo M. SilvaMarcos André GonçalvesAdriano VelosoPublished in: ECML/PKDD (3) (2011)
Keyphrases
- active sampling
- learning to rank
- ranking functions
- information retrieval
- loss function
- document retrieval
- ranking svm
- evaluation measures
- evaluation metrics
- learning to rank algorithms
- relevance judgments
- collaborative filtering
- retrieval systems
- test collection
- free form
- selective sampling
- data sets
- keywords
- bayesian networks
- training set
- supervised learning
- decision trees
- directly optimize
- active learning