CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance

Luca Mazzola, Patrick Kapahnke, Marko Vujic, Matthias Klusch

2016

Abstract

Ontology engineering is known to be a complex, time-consuming, and costly process, in particular, if an ontology has to be developed from scratch, and respective domain knowledge has to be formally encoded. This paper presents the largest publicly available manufacturing ontology CDM-Core in the standard formal ontology language OWL2 (available at: http://sourceforge.net/projects/cdm-core/). The CDM-Core ontology has been developed within the European research project CREMA in close collaboration with the user partners in order to sufficiently cover the CREMA use case domains of metal press maintenance and automative exhaust production. CDM-Core makes use of many relevant standard vocabularies and ontologies, with only about one fifth of its size being CREMA use case specific. The practical applicability of CDM-Core for semantic annotation of domain-related process models, sensor data and services has been approved by the user partners, and its quality according to selected common criteria of verification and validation was successfully evaluated. From the public release of the CDM-Core, we expect to cover the lack of a base common ontology for the manufacturing domain, thanks to feedbacks from industrial reuse and improvements from the community.

Paper Citation

in Harvard Style

Mazzola L., Kapahnke P., Vujic M. and Klusch M. (2016). CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance . In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016) ISBN 978-989-758-203-5, pages 136-143. DOI: 10.5220/0006056301360143

in Bibtex Style

@conference{keod16,
author={Luca Mazzola and Patrick Kapahnke and Marko Vujic and Matthias Klusch},
title={CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016)},
year={2016},
pages={136-143},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006056301360143},
isbn={978-989-758-203-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016)
TI - CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance
SN - 978-989-758-203-5
AU - Mazzola L.
AU - Kapahnke P.
AU - Vujic M.
AU - Klusch M.
PY - 2016
SP - 136
EP - 143
DO - 10.5220/0006056301360143