Balancing informational and social goals in active learning.
Erica J. YoonKyle MacDonaldMika AsabaHyowon GweonMichael C. FrankPublished in: CogSci (2018)
Keyphrases
- active learning
- social interaction
- machine learning
- social networks
- semi supervised
- learning strategies
- social media
- learning algorithm
- social context
- random sampling
- training examples
- online learning
- selective sampling
- social learning
- unlabeled data
- information technology
- neural network
- social behavior
- human behavior
- annotation effort
- experimental design
- pool based active learning
- learning community
- cost sensitive
- knowledge sharing
- labeled data
- relevance feedback
- wireless sensor networks
- learning process
- data mining