Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach.
Francesca MangiliGiorgia AdorniAlberto PiattiClaudio BonesanaAlessandro AntonucciPublished in: SoftCOM (2022)
Keyphrases
- bayesian networks
- assessment tool
- student modeling
- inference in bayesian networks
- probabilistic reasoning
- structure learning
- probabilistic model
- graphical models
- learning bayesian networks
- neural network
- conditional independence
- probability distribution
- approximate inference
- incomplete data
- conditional probabilities
- diagnostic reasoning
- machine learning
- causal relationships
- expert knowledge
- exact inference
- bayesian belief networks
- naive bayes
- assessment process
- database