Research Output

Towards OWL 2 natively supported fuzzy cloud ontology.

  Cloud Computing introduces a revolutionary paradigm of computing to Service Oriented Architecture (SOA), by provisioning various types of computational resources and applications as on-demand services. While presenting cloud services semantically using Web Ontology Language (OWL) based techniques, we experience a series of difficulties due to the vagueness of the novel cloud computing specifications, concepts, meanings, etc. Fuzzy extension of OWL 2 has been a widely discussed topic. In this paper, we present a different solution by considering three new OWL 2 based fuzzy scenarios: subsumption, restriction and axiom value fuzziness. With proper use of OWL 2 updates, a series of unique and categorized weight datatype domains are developed to present the above fuzziness. Our approach does not introduce new syntax, nor is it relying on OWL 2 annotations. Therefore, there will not be inconsistency or incompatibility incurred. In the experiment of fuzzy cloud service ontology, the approach proves to be effortless and successful, where simple reasoning and queries can be effectively handled by all OWL 2 compatible Description Logic (DL) reasoners.

  • Type:

    Book Chapter

  • Date:

    31 October 2012

  • Publication Status:

    Published

  • Publisher

    IEEE Computer Society

  • DOI:

    10.1109/COMPSACW.2012.66

  • Library of Congress:

    QA75 Electronic computers. Computer science

  • Dewey Decimal Classification:

    005.8 Data security

Citation

Fang, D., Liu, X., Romdhani, I. & Zhao, H. (2012). Towards OWL 2 natively supported fuzzy cloud ontology. In 6th IEEE International Workshop Quality-Oriented Reuse of Software (IEEE QUORS’12), 328-333. IEEE Computer Society. doi:10.1109/COMPSACW.2012.66. ISBN 978-1-4673-2714-5

Authors

Keywords

Cloud computing; Description Logic; OWL; SOA; fuzzy logic; semantic web;

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