Modeling and predicting students' engagement behaviors using mixture Markov models.
Rabia MaqsoodPaolo CeravoloC. RomeroS. VenturaPublished in: CoRR (2024)
Keyphrases
- markov models
- markov model
- maximum entropy
- learning environment
- higher order
- hidden markov models
- student engagement
- hidden state
- learning experience
- face to face interactions
- low order
- collaborative learning
- learning outcomes
- student learning
- learning gains
- sequence classification
- conditional random fields
- student participation
- e learning
- learning styles
- probability distribution
- sequence prediction
- game mechanics