Modeling MOOC Student Behavior With Two-Layer Hidden Markov Models.
Chase GeigleChengxiang ZhaiPublished in: EDM (2017)
Keyphrases
- hidden markov models
- online course
- sequence classification
- conditional random fields
- markov models
- gesture recognition
- markov model
- speech recognition
- student engagement
- sequential data
- online learning
- spatio temporal
- hidden state
- handwritten word recognition
- student learning
- statistically significant
- keyword spotting
- learning styles
- distance learning
- discriminative training
- hidden states
- baum welch
- visual speech recognition
- hierarchical hidden markov model
- continuous hidden markov models