Distributed data and ontologies: An integrated semantic web architecture enabling more efficient data management

Simple item page
dc.contributor.authorBrowne, Oliver
dc.contributor.authorO'Reilly, Philip
dc.contributor.authorHutchinson, Mark C.
dc.contributor.authorKrdzavac, Nenad B.
dc.date.accessioned2021-10-14T08:56:45Z
dc.date.available2021-10-14T08:56:45Z
dc.date.issued2019-01-22
dc.date.updated2021-10-13T14:54:54Z
dc.description.abstractRegulatory reporting across multiple jurisdictions is a significant cost for financial services organizations, due to a lack of systems integration (often with legacy systems) and no agreed industry data standards. This article describes the design and development of a novel ontology-based framework to illustrate how ontologies can interface with distributed data sources. The framework is then tested using a survey instrument and an integrated research model of user satisfaction and technology acceptance. A description is provided of extensions to an industry standard ontology, specifically the Financial Industry Business Ontology (FIBO), towards enabling greater data interchange. Our results reveal a significant reduction in manual processes, increase in data quality, and improved data aggregation by employing the framework. The research model reveals the range of factors that drive acceptance of the framework. Additional interview evidence reveals that the ontological framework also allows organizations to react to regulatory changes with much-improved timeframes and provides opportunities to test for data quality.en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationBrowne, O., O'Reilly, P., Hutchinson, M. C. and Krdzavac, N. B. (2019) 'Distributed data and ontologies: An integrated semantic web architecture enabling more efficient data management', Journal of the Association for Information Science and Technology, 70(6), pp. 575-586. doi: 10.1002/asi.24144en
dc.identifier.doi10.1002/asi.24144en
dc.identifier.eissn1532-2890
dc.identifier.endpage586en
dc.identifier.issn2330-1635
dc.identifier.issn1532-2882
dc.identifier.issued6en
dc.identifier.journaltitleJournal of the Association for Information Science and Technologyen
dc.identifier.startpage575en
dc.identifier.urihttps://hdl.handle.net/10468/12098
dc.identifier.volume70en
dc.language.isoenen
dc.publisherJohn Wiley & Sons, Inc.en
dc.rights© 2019, ASIS&T. Published by John Wiley & Sons, Inc. This is the peer reviewed version of the following item: Browne, O., O'Reilly, P., Hutchinson, M. C. and Krdzavac, N. B. (2019) 'Distributed data and ontologies: An integrated semantic web architecture enabling more efficient data management', Journal of the Association for Information Science and Technology, 70(6), pp. 575-586, doi: 10.1002/asi.24144, which has been published in final form at https://doi.org/10.1002/asi.24144. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.en
dc.subjectNovel ontology-based frameworken
dc.subjectDistributed data sourcesen
dc.subjectOntologyen
dc.subjectFIBOen
dc.subjectFinancial reportingen
dc.subjectDescription logicsen
dc.subjectReasoningen
dc.subjectMixed methodsen
dc.titleDistributed data and ontologies: An integrated semantic web architecture enabling more efficient data managementen
dc.typeArticle (peer-reviewed)en
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Distributed_Data_and_Ontologies_Accepted_Submission.pdf
Size:
442.38 KB
Format:
Adobe Portable Document Format
Description:
Accepted Version
Download
License bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
2.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Cork University Business School - Journal Articles