Machine Learning-Based Automated Grading and Feedback Tools for Programming: A Meta-Analysis.
Marcus MesserNeil C. C. BrownMichael KöllingMiaojing ShiPublished in: ITiCSE (1) (2023)
Keyphrases
- meta analysis
- machine learning
- microarray data
- programming language
- programming assignments
- learning systems
- programming course
- programming environments
- peer assessment
- knowledge discovery
- feature extraction
- data mining
- automatic assessment
- learning algorithm
- statistical methods
- machine learning methods
- text classification
- relevance feedback
- human operators
- machine learning algorithms
- high quality
- programming skills
- support vector machine