Exploiting Ontology to Build Bayesian Network.
Ahmed MabroukSarra Ben AbbèsLynda TemalLedia IsajPhilippe CalvezPublished in: ICPRAM (2022)
Keyphrases
- bayesian networks
- domain knowledge
- semantic web
- probabilistic inference
- domain ontology
- domain specific
- semantic annotation
- ontology mapping
- knowledge base
- ontology evolution
- conditional independence
- incomplete data
- graphical models
- bayesian network inference
- knowledge representation
- semantic relationships
- probabilistic model
- structural learning
- inference in bayesian networks
- uncertain knowledge
- conditional probabilities
- semantically enhanced
- semi automatically
- random variables
- learning bayesian networks
- requirement analysis
- neural network
- related concepts
- ontological framework
- owl dl ontologies
- diagnostic reasoning
- semantically rich
- probabilistic reasoning
- probability distribution
- naive bayes
- semantic information
- semi automatic