Real-time Prediction of Students' Math Difficulties using Raw Data from Eye Tracking and Neural Networks.
Kathrin KennelStefan RuzikaPublished in: Proc. ACM Hum. Comput. Interact. (2024)
Keyphrases
- raw data
- eye tracking
- real time
- neural network
- eye detection and tracking
- tutoring system
- visual attention
- eye movements
- gaze contingent
- eye tracker
- helping students
- eye tracking data
- smooth pursuit
- learning environment
- eye gaze
- student learning
- head mounted
- lighting conditions
- human computer interaction
- implicit feedback
- gaze estimation
- e learning
- program comprehension
- intelligent tutoring systems
- cognitive style
- artificial intelligence
- visual search
- learning analytics
- usability studies
- learning outcomes
- object oriented
- computer programming
- gaze tracking
- saliency map
- decision trees
- eye fixations