Beyond binary correctness: Classification of students' answers in learning systems.
Radek PelánekTomás EffenbergerPublished in: User Model. User Adapt. Interact. (2020)
Keyphrases
- learning systems
- learning environment
- learning styles
- learning process
- machine learning
- computer supported
- learning activities
- learning experience
- binary classifiers
- learning resources
- learning outcomes
- decision trees
- learning materials
- learning processes
- multiple choice
- adaptive systems
- intelligent tutoring systems
- learning algorithm
- text classification
- collaborative learning
- multi class
- reinforcement learning
- databases
- machine learning algorithms
- supervised learning
- learning scenarios
- high school
- learning analytics
- feature selection
- natural language
- e learning