Knowing both when and where: Temporal-ASTNN for Early Prediction of Student Success in Novice Programming Tasks.
Ye MaoYang ShiSamiha MarwanThomas W. PriceTiffany BarnesMin ChiPublished in: EDM (2021)
Keyphrases
- student success
- prediction accuracy
- programming environments
- spatio temporal
- prediction model
- temporal data
- programming language
- development environment
- temporal information
- neural network
- case study
- learning analytics
- spatial and temporal
- databases
- temporal reasoning
- temporal constraints
- multi task
- high level
- object oriented programming
- programming course
- temporal consistency
- video sequences
- relational databases