Learning and engagement assessment in MOOCs using multivariate methods and models.
Maria CarannanteCristina DavinoDomenico VistoccoPublished in: EMOOCs-WIP (2019)
Keyphrases
- learned models
- learning models
- machine learning methods
- statistical models
- empirical studies
- neural nets
- statistical methods
- student engagement
- learning algorithm
- learning systems
- significant improvement
- learning process
- online learning
- data mining techniques
- probabilistic model
- learning tasks
- human experts
- bayesian methods
- preprocessing
- supervised learning algorithms
- reinforcement learning
- hidden markov models
- statistical tests
- mathematical models
- structured prediction
- markov logic networks