2007 Frontiers in the Convergence of Bioscience and Information Technologies
Ontology-Based Semi-automatic Construction of Bayesian Network Models for Diagnosing Diseases in E-health Applications
Jeju Island, Korea
October 11-October 13
ISBN: 978-0-7695-2999-8
DOI Bookmark:
http://doi.ieeecomputersociety.org/10.1109/FBIT.2007.63
Bayesian network (BN) is one of the popular probabilistic methods of diagnosing diseases in e-health applications. However, it is normally a complex task to construct a BN for diagnosing a specific disease by collecting and analyzing domain knowledge. We propose a semi-automatic way of constructing BNs for diagnosing diseases. Our method automatically generates nodes in a BN out of e-health ontology, and allows developers to easily establish links among nodes based on a meta-model that represents cause-and-effect relationships among ontologies.
Citation:
Beom-Jun Jeon, In-Young Ko, "Ontology-Based Semi-automatic Construction of Bayesian Network Models for Diagnosing Diseases in E-health Applications," fbit, pp.595-602, 2007 Frontiers in the Convergence of Bioscience and Information Technologies, 2007
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