Modeling and predicting students' engagement behaviors using mixture Markov models.
Rabia MaqsoodPaolo CeravoloCristóbal RomeroSebastián VenturaPublished in: Knowl. Inf. Syst. (2022)
Keyphrases
- markov models
- markov model
- learning environment
- maximum entropy
- higher order
- hidden markov models
- student engagement
- low order
- student learning
- sequence classification
- learning outcomes
- e learning
- hidden state
- learning experience
- conditional random fields
- collaborative learning
- face to face interactions
- learning styles
- learning gains
- learning opportunities
- active contours
- learning algorithm
- sequence prediction
- student participation