Addressing practical challenges in Active Learning via a hybrid query strategy.
Deepesh AgarwalPravesh SrivastavaSergio Martin del CampoBalasubramaniam NatarajanBabji SrinivasanPublished in: CoRR (2021)
Keyphrases
- active learning
- relevance feedback
- active learning strategies
- real world
- user queries
- response time
- database
- optimization strategies
- query evaluation
- query processing
- lessons learned
- data structure
- practical solutions
- data sources
- database queries
- learning strategies
- query formulation
- retrieval method
- multi dimensional
- random sampling
- keywords
- active learner
- selection strategy
- experimental design
- query suggestion
- selective sampling
- data mining
- result set
- range queries
- user defined
- user interaction
- labeled data
- search engine
- web pages
- query language
- learning process