One minute is enough: Early Prediction of Student Success and Event-level Difficulty during Novice Programming Tasks.
Ye MaoRui ZhiFarzaneh KhoshnevisanThomas W. PriceTiffany BarnesMin ChiPublished in: EDM (2019)
Keyphrases
- student success
- prediction accuracy
- programming environments
- prediction model
- event detection
- higher level
- prediction algorithm
- programming language
- learning analytics
- levels of abstraction
- video data
- data streams
- case study
- development environment
- object oriented programming
- novice programmers
- reinforcement learning
- database systems