Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment.
Botond TarcsayFernando Pérez-TéllezJelena VasicPublished in: MCPR (2023)
Keyphrases
- machine learning
- previously unknown
- learning environment
- e learning
- machine learning methods
- data mining
- learning algorithm
- pattern recognition
- machine learning algorithms
- knowledge acquisition
- knowledge discovery
- data mining techniques
- neural network
- pattern mining
- active learning
- decision trees
- feature selection
- data sets
- source code
- text mining
- model selection
- learning process
- inductive learning
- explanation based learning
- similar patterns