Detecting Academic Affective States of Learners in Online Learning Environments Using Deep Transfer Learning.
Purushottama Rao KomaravalliJanet BPublished in: Scalable Comput. Pract. Exp. (2023)
Keyphrases
- transfer learning
- online learning environments
- affective states
- online learning
- learning experience
- computer mediated
- learning environment
- learning activities
- content analysis
- active learning
- learning outcomes
- labeled data
- knowledge transfer
- computer conferencing
- blended learning
- intelligent tutoring systems
- reinforcement learning
- tutoring system
- semi supervised learning
- learning algorithm
- helping students
- text classification
- collaborative filtering
- machine learning
- mental states
- collaborative learning
- learning strategies
- audio visual
- machine learning algorithms
- text categorization
- learning styles
- supervised learning
- learning process
- e learning
- learning resources
- information retrieval
- distance learning
- human subjects
- learning community
- computer mediated communication
- mobile devices
- cooperative