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Enterprise Architecture Analysis for Data Accuracy Assessments
KTH, Skolan för elektro- och systemteknik (EES), Industriella informations- och styrsystem.
KTH, Skolan för elektro- och systemteknik (EES), Industriella informations- och styrsystem.ORCID-id: 0000-0002-3293-1681
KTH, Skolan för elektro- och systemteknik (EES), Industriella informations- och styrsystem.ORCID-id: 0000-0003-3922-9606
KTH, Skolan för elektro- och systemteknik (EES), Industriella informations- och styrsystem.
Vise andre og tillknytning
2009 (engelsk)Inngår i: 2009 IEEE INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE, Los Alamitos, CA: IEEE COMPUTER SOC , 2009, s. 24-33Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Poor data in information systems impede the quality of decision-making in many modern organizations. Manual business process activities and application services are never executed flawlessly which results in steadily deteriorating data accuracy, the further away from the source the data gets, the poorer its accuracy becomes. This paper proposes an architecture analysis method based on Bayesian Networks to assess data accuracy deterioration in a quantitative manner. The method is model-based and uses the ArchiMate language to model business processes and the way in which data objects are transformed by various operations. A case study at a Swedish utility demonstrates the approach.

sted, utgiver, år, opplag, sider
Los Alamitos, CA: IEEE COMPUTER SOC , 2009. s. 24-33
Serie
IEEE International Enterprise Distributed Object Computing (EDOC) Conference, ISSN 1541-7719
Emneord [en]
Enterprise Architecture, Accuracy, Data Quality
HSV kategori
Identifikatorer
URN: urn:nbn:se:kth:diva-30185DOI: 10.1109/EDOC.2009.26ISI: 000274568300003Scopus ID: 2-s2.0-71249101541ISBN: 978-0-7695-3785-6 (tryckt)OAI: oai:DiVA.org:kth-30185DiVA, id: diva2:400881
Konferanse
13th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2009) Auckland, NEW ZEALAND, SEP 01-04, 2009
Merknad
© 2009 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. QC 20110228Tilgjengelig fra: 2011-02-28 Laget: 2011-02-21 Sist oppdatert: 2018-01-12bibliografisk kontrollert

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