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Ontology mapping using description logic and bridging axioms

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journal contribution
posted on 10.03.2016, 14:57 by Sri K. Kumar, Jennifer Harding
In the last decade various proposals have been made to promote fruitful and efficient collaboration among small and medium sized enterprises (SMEs) in the form of virtual enterprises (VEs). The success of VEs depends on seamless interoperability of knowledge and data sharing. Ontology implementation is becoming an essential and successful tool for VE operation but commonly ontology mapping is also required to achieve interoperability. The current state of the art in ontology mapping indicates that mapping systems require a great deal of human intervention as mapping brings various types of conflicts and inconsistencies. The ontology mapping method proposed in this paper uses description logic (DL) based bridging axioms between the ontologies. Atomic concept level similarity has been taken as input to establish the complex concepts and roles level mapping. Manufacturing and marketing enterprise ontologies are considered and their mapping has been demonstrated as an example of the proposed mapping process. © 2012 Elsevier B.V.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

Computers in Industry

Volume

64

Issue

1

Pages

19 - 28

Citation

KUMAR, S.K. and HARDING, J.A., 2013. Ontology mapping using description logic and bridging axioms. Computers in Industry, 64(1), pp. 19-28.

Publisher

© Elsevier

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date

2013

Notes

This paper was accepted for publication in the journal Computers in Industry and the definitive published version is available at http://dx.doi.org/10.1016/j.compind.2012.09.004

ISSN

0166-3615

Language

en

Exports