Bayesian Generative Modelling of Student Results in Course Networks.
Marcel R. HaasColin C. CapraniBenji Van BeurdenPublished in: J. Learn. Anal. (2023)
Keyphrases
- intelligent tutoring systems
- student learning
- network analysis
- data driven
- bayesian networks
- social networks
- tutoring system
- learning environment
- generative model
- network size
- network structure
- bayesian decision
- bayesian estimation
- undergraduate students
- student model
- posterior distribution
- community structure
- computer networks
- complex networks
- complex systems
- learning process