Ariadne's Thread for Unravelling Learning Paths: Identifying Learning Styles via Hidden Markov Models.
Flemming BugertSusanne StauferDominik BittnerVamsi Krishna NadimpalliTimur EzerFlorian HauserLisa GrabingerJürgen MottokPublished in: EDUCON (2024)
Keyphrases
- hidden markov models
- learning styles
- learning systems
- learning process
- learning preferences
- computer assisted instruction
- sequence classification
- learning algorithm
- hidden state
- markov models
- online learning
- active learning
- learning management systems
- speech recognition
- conditional random fields
- continuous hidden markov models
- hidden states
- learning materials
- latent variable models
- teaching methods
- learning experience
- reinforcement learning