Predictive Student Modeling in Block-Based Programming Environments with Bayesian Hierarchical Models.
Andrew EmersonMichael GedenAndy SmithEric N. WiebeBradford W. MottKristy Elizabeth BoyerJames C. LesterPublished in: UMAP (2020)
Keyphrases
- student modeling
- hierarchical models
- programming environments
- bayesian networks
- hierarchical model
- programming environment
- student model
- intelligent tutoring
- intelligent tutoring systems
- exact inference
- hierarchical structures
- educational games
- learning algorithm
- generative model
- maximum likelihood
- pose estimation
- machine learning
- learning styles
- graphical models
- markov random field
- programming language