Gunther, Christian, Rinderle-Ma, Stefanie, Reichert, Manfred, van der Aalst, Wil M. and Recker, Jan C. ORCID: 0000-0002-2072-5792 (2008). Using process mining to learn from process changes in evolutionary systems. International journal of business process integration and management : IJBPIM, 3 (1). pp. 61-78. Genève: Inderscience Enterprises. ISSN 1741-8771

Full text not available from this repository.
Link to the document: https://eprints.qut.edu.au/14017/

Abstract

Traditional information systems struggle with the requirement to provide flexibility and process support while still enforcing some degree of control. Accordingly, adaptive Process Management Systems (PMSs) have emerged that provide some flexibility by enabling dynamic process changes during runtime. Based on the assumption that these process changes are recorded explicitly, we present two techniques for mining change logs in adaptive PMSs; that is, we do not only analyse the execution logs of the operational processes, but also consider the adaptations made at the process instance level. The change processes discovered through process mining provide an aggregated overview of all changes that happened so far. Using process mining as an analysis tool we show in this paper how better support can be provided for truly flexible processes by understanding when and why process changes become necessary.

Item Type: Journal Article
Creators:
CreatorsEmailORCIDORCID Put Code
Gunther, ChristianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rinderle-Ma, StefanieUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Reichert, ManfredUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
van der Aalst, Wil M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Recker, Jan C.UNSPECIFIEDorcid.org/0000-0002-2072-5792UNSPECIFIED
URN: urn:nbn:de:hbz:38-88414
DOI: 10.1504/IJBPIM.2008.019348
Journal or Publication Title: International journal of business process integration and management : IJBPIM
Volume: 3
Number: 1
Page Range: pp. 61-78
Date: July 2008
Publisher: Inderscience Enterprises
Place of Publication: Genève
ISSN: 1741-8771
Language: English
Faculty: Faculty of Management, Economy and Social Sciences
Divisions: Weitere Institute, Arbeits- und Forschungsgruppen > Cologne Institute for Information Systems (CIIS)
Faculty of Management, Economics and Social Sciences > Business Administration > Information Systems > Chair for Information Systems and Systems Development
Subjects: Data processing Computer science
Management and auxiliary services
Uncontrolled Keywords:
KeywordsLanguage
processEnglish
aware information systemsEnglish
process miningEnglish
change miningEnglish
Refereed: Yes
URI: http://kups.ub.uni-koeln.de/id/eprint/8841

Downloads

Downloads per month over past year

Altmetric

Export

Actions (login required)

View Item View Item