Active learning with confidence-based answers for crowdsourcing labeling tasks.
Jinhua SongHao WangYang GaoBo AnPublished in: Knowl. Based Syst. (2018)
Keyphrases
- active learning
- transfer learning
- active learning strategies
- crowd sourced
- semi supervised
- learning strategies
- unlabeled data
- random sampling
- training examples
- learning algorithm
- machine learning
- mechanical turk
- amazon mechanical turk
- question answering systems
- labeled data
- relevance feedback
- learning process
- training set
- e learning
- semi supervised learning
- question answering
- information retrieval systems
- mobile robot
- labeling effort
- active learning framework
- query by committee
- data mining
- pool based active learning