Leveraging Semi-Supervised Learning to Predict Student Problem-Solving Performance in Narrative-Centered Learning Environments.
Wookhee MinBradford W. MottJonathan P. RoweJames C. LesterPublished in: Intelligent Tutoring Systems (2014)
Keyphrases
- semi supervised learning
- narrative centered learning environments
- semi supervised
- unlabeled data
- labeled data
- affect recognition
- supervised learning
- machine learning
- unsupervised learning
- learning environment
- active learning
- intelligent tutoring systems
- semi supervised classification
- co training
- manifold regularization
- training data
- transfer learning
- label propagation
- artificial intelligence
- labeled and unlabeled data
- cognitive model
- student model
- critical thinking
- semi supervised learning algorithms
- text classification
- graph based semi supervised learning
- tutoring system
- cognitive tools