Real time recursive preference learning to rank from data stream.
Leonid LyubchykGalyna GrinbergPublished in: DSMP (2016)
Keyphrases
- learning to rank
- data streams
- ranking functions
- information retrieval
- loss function
- evaluation measures
- ranking svm
- collaborative filtering
- direct optimization
- document retrieval
- user preferences
- sliding window
- balancing exploration and exploitation
- directly optimize
- query dependent
- test collection
- retrieval systems
- learning to rank algorithms
- data sets
- supervised learning
- classification accuracy
- evaluation metrics
- concept drift
- probabilistic model
- pairwise
- training data
- learning algorithm