Insights in Learners' Behaviour and Early Dropout Detection based on Coursera MOOCs.
Sarah FrankChristian GütlMar Pérez-SanagustínIsabel HilligerPublished in: ITHET (2021)
Keyphrases
- online course
- learning process
- learning styles
- online education
- detection rate
- false alarms
- formal education
- automatic detection
- detection method
- learning systems
- learning environment
- learning activities
- learning strategies
- detection accuracy
- learning processes
- learning experience
- false positives
- neural network
- detection algorithm
- anomaly detection
- online learning
- object detection
- e learning
- learning resources
- distance learning
- learning materials
- face detection
- reinforcement learning
- ubiquitous learning
- learning algorithm