Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model.
Christopher G. BrintonMung ChiangShaili JainHenry LamZhenming LiuFelix Ming Fai WongPublished in: IEEE Trans. Learn. Technol. (2014)
Keyphrases
- generative model
- social learning
- statistical analysis
- learning process
- discriminative learning
- learning analytics
- individual learning
- prior knowledge
- learning community
- probabilistic model
- dirichlet process mixture models
- learning algorithm
- social interaction
- learning systems
- active learning
- supervised learning
- semi supervised
- learned models
- reinforcement learning
- em algorithm
- computational models
- online learning
- training data