Relevant knowledge helps in choosing right teacher: active query selection for ranking adaptation.
Peng CaiWei GaoAoying ZhouKam-Fai WongPublished in: SIGIR (2011)
Keyphrases
- relevant knowledge
- query dependent
- result set
- database
- query independent
- ranking svm
- keyword search
- user queries
- query processing
- query specific
- scoring functions
- ranking algorithm
- response time
- short list
- document ranking
- query evaluation
- fine tuning
- learning to rank
- web search
- ranking list
- query expansion
- personalized search
- keyword queries
- range queries
- documents retrieved
- data sources
- data structure
- improving web search
- meta search
- ranking scheme
- web image search
- retrieval quality
- relevance ranking
- knowledge base
- keywords
- learning process
- relevance feedback
- information retrieval systems
- user interaction
- link analysis
- relevance model
- similarity scores
- helping users
- ranked list
- document retrieval
- retrieval systems
- document relevance
- professional development
- opinion retrieval
- search quality
- view selection