Mining Sequential Learning Trajectories With Hidden Markov Models For Early Prediction of At-Risk Students in E-Learning Environments.
Anika GuptaDeepak GargParteek KumarPublished in: IEEE Trans. Learn. Technol. (2022)
Keyphrases
- hidden markov models
- learning process
- learning environment
- mining sequential
- hidden state
- sequence classification
- hybrid learning
- latent variable models
- sequential data
- learning algorithm
- gesture recognition
- markov models
- distance learning
- speech recognition
- conditional random fields
- moving objects
- reinforcement learning
- stochastic context free grammars
- e learning