Decision tree learning used for the classification of student archetypes in online courses.
Alexandru TopîrceanuGabriela GrosseckPublished in: KES (2017)
Keyphrases
- online course
- decision tree learning
- online learning
- decision trees
- learning styles
- online education
- distance learning
- classification accuracy
- computer mediated
- machine learning
- student interaction
- statistically significant
- ensemble methods
- decision tree induction
- feature extraction
- learning experience
- feature space
- constructive induction
- data sets
- text classification
- benchmark datasets
- classification algorithm
- domain knowledge
- feature vectors
- support vector