Modeling MOOC Student Behavior With Two-Layer Hidden Markov Models.
Chase GeigleChengXiang ZhaiPublished in: L@S (2017)
Keyphrases
- hidden markov models
- online course
- markov models
- sequence classification
- sequential data
- gesture recognition
- conditional random fields
- markov model
- speech recognition
- viterbi algorithm
- student engagement
- learning styles
- hidden states
- continuous hidden markov models
- student learning
- maximum entropy
- hidden state
- forward backward
- handwritten word recognition
- genetic algorithm
- random effects
- visual speech recognition