An ontology-based approach for constructing Bayesian networks

  title={An ontology-based approach for constructing Bayesian networks},
  author={Stefan Fenz},
  journal={Data Knowl. Eng.},
 Compared to existing approaches we provide a Bayesian network construction method that  uses already existing ontologies without the requirement for specific extensions for Bayesian network construction  reduces the complexity and time effort of modeling Bayesian networks by using high-level classes and properties to integrate relevant sub-classes into the Bayesian network  utilizes already existing findings and their weights at the construction of CPTs  preserves the ontological… CONTINUE READING
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