Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity.
Katerina MangaroskaKshitij SharmaDragan GasevicMichail N. GiannakosPublished in: J. Comput. Assist. Learn. (2022)
Keyphrases
- lessons learned
- affective states
- cognitive model
- multimodal data
- intelligent tutor
- intelligent tutoring systems
- tutoring system
- audio visual
- case study
- cross modal
- mental states
- multimedia databases
- log files
- affect recognition
- human subjects
- similarity search
- multi modal
- learning algorithm
- data sets
- emotional state
- natural images
- real world