Improving the interoperability of industrial information systems with description logic-based models—The state of the art

► We propose a state-of-the-art analysis of ontology use in PLM applications. ► We examine ontology expressivity and reasoning capabilities, thus using an exhaustive example. ► We highlight limits of ontology-based languages to model PLM requirements. ► We propose research prospects involving reason...

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Vydáno v:	Computers in industry Ročník 64; číslo 4; s. 363 - 375
Hlavní autoři:	Fortineau, Virginie, Paviot, Thomas, Lamouri, Samir
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Kidlington Elsevier B.V 01.05.2013 Elsevier Elsevier Sequoia S.A
Témata:	Applied sciences Artificial intelligence Computer science; control theory; systems Computer systems and distributed systems. User interface Description logic Exact sciences and technology Information systems Information systems. Data bases Interoperability Learning and adaptive systems Logical, boolean and switching functions Mathematical models Memory organisation. Data processing Ontologies Ontology OWL PLM Product lifecycle management Software Studies Theoretical computing Web Ontology Language-OWL PLM Ontologies Description logic OWL Standards Knowledge engineering Model-based reasoning Software development Ontology Project management Standardization Web service Review Modeling Interoperability Semantic web Life cycle Structuration Semantics World wide web Knowledge representation Inference Engineering design Product development Internet
ISSN:	0166-3615, 1872-6194
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Popis
Shrnutí:	► We propose a state-of-the-art analysis of ontology use in PLM applications. ► We examine ontology expressivity and reasoning capabilities, thus using an exhaustive example. ► We highlight limits of ontology-based languages to model PLM requirements. ► We propose research prospects involving reasoning, IS architecture and methodology. Semantic technologies that have arisen with web development have brought out new tools, concepts, and methodologies which are increasingly employed in Product Lifecycle Management (PLM) applications. This paper proposes a literature review of papers related to ontologies in the area of product lifecycle management. However, it only focuses on inference ontologies, i.e. ontologies that enable reasoning, for instance, models expressed in the Web Ontology Language (OWL). The goals of this paper are to explore the field of such applications, to figure out the advantages of inference ontologies in a PLM context and to synthesize major existing inference models in terms of methodology and structuration. Finally, this paper proposes several research perspectives.
Bibliografie:	SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14
ISSN:	0166-3615 1872-6194
DOI:	10.1016/j.compind.2013.01.001