A Survey of Learning Style Detection Method using Eye-Tracking and Machine Learning in Multimedia Learning.
Sunu WibiramaA. G. Pradnya SidhawaraGenerosa Lukhayu PritaliaTeguh Bharata AdjiPublished in: CcS (2020)
Keyphrases
- detection method
- eye tracking
- learning styles
- multimedia learning
- learning outcomes
- learning materials
- machine learning
- student achievement
- learning systems
- statistically significant
- learning experience
- eye movements
- detection algorithm
- face detection
- learning process
- human computer interaction
- visual attention
- learning processes
- computer self efficacy
- cognitive style
- multimedia
- learning resources
- instructional design
- computer vision
- learning algorithm
- computer assisted instruction
- e learning
- teaching strategies
- data mining
- learning scenarios
- reinforcement learning
- software engineering
- cognitive load
- computer games
- distance learning
- object oriented