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Applying semantic web technologies to knowledge sharing in aerospace engineering

Dadzie, Aba-Sah, Bhagdev, R., Chakravarthy, A., Chapman, S., Iria, J., Lanfranchi, V., Magalhães, J., Petrelli, D. and Ciravegna, F. (2009) Applying semantic web technologies to knowledge sharing in aerospace engineering. Journal of Intelligent Manufacturing, 20 (5). pp. 611-623. ISSN 0956-5515 (Print) 1572-8145 (Online)

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Abstract

This paper details an integrated methodology to optimise Knowledge reuse and sharing, illustrated with a use case in the aeronautics domain. It uses Ontologies as a central modelling strategy for the Capture of Knowledge from legacy docu-ments via automated means, or directly in systems interfacing with Knowledge workers, via user-defined, web-based forms. The domain ontologies used for Knowledge Capture also guide the retrieval of the Knowledge extracted from the data using a Semantic Search System that provides support for multiple modalities during search. This approach has been applied and evaluated successfully within the aerospace domain, and is currently being extended for use in other domains on an increasingly large scale.

Item Type: Article
Copyright, Publisher and Additional Information: This is an author produced version of a paper published in Journal of Intelligent Manufacturing. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: Information Extraction, Semantic Web, Aerospace Engineering, Hybrid Search, Ontology Search, Information Retrieval, Knowledge Acquisition, Knowledge Management, Knowledge Reuse, Knowledge Sharing, Ontology, Knowledge Organisation, Usability Evaluation, System Evaluation.
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
The University of Sheffield > Faculty of Social Sciences (Sheffield) > Information School (Sheffield)
Depositing User: dr. Daniela Petrelli
Date Deposited: 27 Jan 2009 14:01
Last Modified: 08 Feb 2013 16:57
Published Version: http://dx.doi.org/10.1007/s10845-008-0141-1
Status: Published
Publisher: Springer Netherlands
Refereed: Yes
Identification Number: 10.1007/s10845-008-0141-1
URI: http://eprints.whiterose.ac.uk/id/eprint/5401

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