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Reconstructing invisible deviating events: A conformance checking approach for recurring events

  • Conformance checking enables organizations to determine whether their executed processes are compliant with the intended process. However, if the processes contain recurring activities, state-of-the-art approaches unfortunately have difficulties calculating the conformance. The occurrence of complex temporal rules can further increase the complexity of the problem. Identifying this limitation, this paper presents a novel approach towards dealing with recurring activities in conformance checking. The core idea of the approach is to reconstruct the missing events in the event log using defined rules while incorporating specified temporal event characteristics. This approach then enables the use of native conformance checking algorithms. The paper illustrates the algorithmic approach and defines the required temporal event characteristics. Furthermore, the approach is applied and evaluated in a case study on an event log for melanoma surveillance.

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Metadaten
Author:Joscha GrügerORCiD, Martin KuhnORCiD, Ralph BergmannORCiD
URN:urn:nbn:de:hbz:385-1-20187
DOI:https://doi.org/10.3934/mbe.2022549
Parent Title (English):Mathematical Biosciences and Engineering
Publisher:AIMS Press
Place of publication:Springfield
Document Type:Article
Language:English
Date of completion:2022/08/16
Date of publication:2022/08/16
Publishing institution:Universität Trier
Contributing corporation:The publication was funded by the Open Access Fund of Universität Trier and the German Research Foundation (DFG)
Release Date:2023/05/12
Tag:conformance checking; event log preprocessing; event reconstruction; invisible deviating events; process mining; recurring events
GND Keyword:Konformitätsprüfung; Prozessanalyse
Volume (for the year ...):2022
Issue / no.:Band 19, Heft 11 (2022)
Number of pages:18
Institutes:Fachbereich 4 / Informatik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme
Licence (German):License LogoCC BY: Creative-Commons-Lizenz 4.0 International

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