Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach.
Francesca MangiliGiorgia AdorniAlberto PiattiClaudio BonesanaAlessandro AntonucciPublished in: CoRR (2022)
Keyphrases
- bayesian networks
- assessment tool
- student modeling
- conditional probabilities
- expert knowledge
- graphical models
- bayesian network classifiers
- probability distribution
- inference in bayesian networks
- random variables
- assessment process
- probabilistic reasoning
- bayesian network structure
- bayesian network learning
- learning bayesian networks
- junction tree
- structure learning
- bayesian belief networks
- continuous variables
- real time
- hidden variables
- influence diagrams
- expert systems
- genetic algorithm
- machine learning