A review of automated feedback systems for learners: Classification framework, challenges and opportunities.
Galina DeevaDaria BogdanovaEstefanía SerralMonique SnoeckJochen De WeerdtPublished in: Comput. Educ. (2021)
Keyphrases
- classification systems
- image classification
- pattern recognition
- classification method
- automated classification
- feature space
- pattern classification
- probabilistic model
- supervised learning
- learning systems
- decision trees
- video classification
- design principles
- lessons learned
- learning outcomes
- text classification
- feature extraction
- support vector
- learning scenarios
- ubiquitous and pervasive
- e learning
- fundamental principles
- educational systems
- data preparation
- automatic classification
- preprocessing
- model selection
- expert systems
- learning process
- machine learning methods
- support vector machine
- collaborative learning
- learning experience
- class labels
- support vector machine svm