Capturing Human Factors to Optimize Crowdsourced Label Acquisition through Active Learning.
Senjuti Basu RoyPublished in: IEEE Data Eng. Bull. (2019)
Keyphrases
- human factors
- active learning
- label noise
- active learning framework
- unlabeled instances
- labeling effort
- human computer interaction
- learning algorithm
- semi supervised
- multi label
- selective sampling
- cognitive style
- random sampling
- learning strategies
- active learning strategies
- learning process
- training set
- user centred design
- active learner
- transfer learning
- video annotation
- machine learning
- class labels
- training examples
- unlabeled data
- aviation safety
- manually annotated
- experimental design
- labeled data
- relevance feedback
- information retrieval