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Authors: Andreas Mueller ; Ingmar Hofmann ; Heiner Oberkampf and Sonja Zillner

Affiliation: Siemens AG, Germany

ISBN: 978-989-8565-30-3

Keyword(s): Diagnostic Knowledge, Knowledge Representation, Knowledge-based Diagnostics, Domain-specific Language, Requirements Analysis, Knowledge Engineering, Reasoning, Knowledge Interchange.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Domain Analysis and Modeling ; Knowledge Engineering and Ontology Development ; Knowledge Representation ; Knowledge-Based Systems ; MetaModeling ; Models ; Paradigm Trends ; Software Engineering ; Symbolic Systems

Abstract: Diagnostics is the process of determining the nature of malfunctions or faults of systems in various domains. With regard to the complexity of systems and their composition of different subsystems or subcomponents, for which different diagnostic approaches are optimal, no means exist for seamless and agile cooperation and information exchange between currently isolated diagnostic approaches. However, we consider this essential for an integrated diagnostic mechanism covering complex systems in their entirety. Hence, in this paper, we show the basic requirements for a generic diagnostic knowledge representation language (DKRL) by investigating typical diagnostic examples from different domains, namely industry and medicine. DKRL is intended to facilitate the generic representation, handling, and interchange of diagnostic knowledge required for performing diagnostics without regard to specific diagnostic approaches.

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Paper citation in several formats:
Mueller, A.; Hofmann, I.; Oberkampf, H. and Zillner, S. (2012). Knowledge Engineering Requirements for Generic Diagnostic Systems.In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012) ISBN 978-989-8565-30-3, pages 184-189. DOI: 10.5220/0004124601840189

@conference{keod12,
author={Andreas Mueller. and Ingmar Hofmann. and Heiner Oberkampf. and Sonja Zillner.},
title={Knowledge Engineering Requirements for Generic Diagnostic Systems},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012)},
year={2012},
pages={184-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004124601840189},
isbn={978-989-8565-30-3},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012)
TI - Knowledge Engineering Requirements for Generic Diagnostic Systems
SN - 978-989-8565-30-3
AU - Mueller, A.
AU - Hofmann, I.
AU - Oberkampf, H.
AU - Zillner, S.
PY - 2012
SP - 184
EP - 189
DO - 10.5220/0004124601840189

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