A machine learning-based methodology to predict learners' dropout, success or failure in MOOCs.
Youssef MourdiMohammed SadgalHamada El KabtaneWafaa Berrada FathiPublished in: Int. J. Web Inf. Syst. (2019)
Keyphrases
- success or failure
- machine learning
- learning systems
- learning environment
- learning experience
- decision trees
- statistical machine learning
- statistical methods
- text mining
- learning strategies
- knowledge representation
- learning process
- ubiquitous learning
- learning processes
- natural language processing
- active learning
- language learning
- machine learning methods
- machine learning algorithms
- data mining
- pattern recognition
- learning materials
- learning outcomes
- formal education
- learning activities
- learning algorithm
- learning resources
- multi modal
- knowledge acquisition
- text classification
- collaborative learning
- information extraction
- learning analytics
- explanation based learning
- knowledge construction
- support vector machine
- feature selection
- computer vision