Deciphering Student Coding Behavior: Interpretable Keystroke Features and Ensemble Strategies for Grade Prediction.
Muhammad Fawad Akbar KhanJohn EdwardsPaul M. BodilyHamid KarimiPublished in: BigData (2023)
Keyphrases
- individual features
- image features
- feature set
- prediction accuracy
- neural network ensemble
- ensemble classifier
- learning styles
- feature vectors
- learning environment
- image quality
- neural network
- benchmark datasets
- coding scheme
- science education
- training set
- scalable video coding
- behavioral patterns
- predictive coding
- learning algorithm