Document selection methodologies for efficient and effective learning-to-rank.
Javed A. AslamEvangelos KanoulasVirgiliu PavluStefan SavevEmine YilmazPublished in: SIGIR (2009)
Keyphrases
- learning to rank
- information retrieval
- document retrieval
- retrieval systems
- ranking functions
- keyphrase extraction
- evaluation measures
- loss function
- collaborative filtering
- data sets
- digital libraries
- balancing exploration and exploitation
- ranking svm
- query dependent
- metadata
- document collections
- information retrieval systems
- document clustering
- search engine
- test collection
- pairwise
- ranking list
- learning to rank algorithms
- multimedia