Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer

Florian Obersteiner; Egon Lüftenegger

doi:10.1007/978-3-031-71633-1_4

Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer

Florian Obersteiner
, Egon Lüftenegger^*

^*Korrespondierende/r Autor/-in für diese Arbeit

Publikation: Beitrag in Buch/Bericht/Konferenzband › Kapitel › Begutachtung

Abstract

Process mining is a transformative approach that leverages event data from disparate information systems to discover, improve performance, and ensure compliance of business processes. Bridging the gap between theory and practice, especially for newcomers, is a pressing concern. To address this issue, we have developed our Integrative Process Mining Management (IPMM) framework, which consists of a methodology and tools to provide organizations with a concise overview of existing process mining methodologies, their pros and cons, and their alignment with current maturity levels. Within our methodology we present our management tool: The Process Mining Maturity Level Cheat Sheet. This process mining management tool outlines potential goals for each maturity level. The IPMM framework offers a structured solution. Our framework emphasizes the importance of tailoring process mining techniques to an organization’s maturity level. Finally, we apply our framework in a German manufacturing company.

Originalsprache	Englisch
Titel	Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments
Herausgeber (Verlag)	Springer Science and Business Media Deutschland GmbH
Seiten	48-62
Band	731
ISBN (elektronisch)	868-422X
ISBN (Print)	1868-4238
DOIs	https://doi.org/10.1007/978-3-031-71633-1_4
Publikationsstatus	Veröffentlicht - 2024

Publikationsreihe

Name	IFIP International Conference on Advances in Production Management Systems)
Herausgeber (Verlag)	Springer, Cham
Band	731
ISSN (Print)	1868-4238
ISSN (elektronisch)	1868-422X

ASJC Scopus Sachgebiete

Information systems

Klassifizierung nach Österreichischer Systematik der Wissenschaftszweige (ÖFOS 2012)

202022 Informationstechnik

Applied Research Level (ARL)

ARL Level 6 - Prototypische Anwendung in einer Testumgebung

Forschungsschwerpunkt(e)

Industrial Informatics

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

Zugriff auf Dokument

10.1007/978-3-031-71633-1_4

Andere Dateien und Links

https://doi.org/10.1007/978-3-031-71633-1_4

Dieses zitieren

Obersteiner, F., & Lüftenegger, E. (2024). Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. in Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments (Band 731, S. 48-62). (IFIP International Conference on Advances in Production Management Systems); Band 731). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-71633-1_4

Obersteiner, Florian ; Lüftenegger, Egon. / Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments . Band 731 Springer Science and Business Media Deutschland GmbH, 2024. S. 48-62 (IFIP International Conference on Advances in Production Management Systems)).

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Obersteiner, F & Lüftenegger, E 2024, Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. in Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments . Bd. 731, IFIP International Conference on Advances in Production Management Systems), Bd. 731, Springer Science and Business Media Deutschland GmbH, S. 48-62. https://doi.org/10.1007/978-3-031-71633-1_4

Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. / Obersteiner, Florian; Lüftenegger, Egon.
Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments . Band 731 Springer Science and Business Media Deutschland GmbH, 2024. S. 48-62 (IFIP International Conference on Advances in Production Management Systems); Band 731).

Publikation: Beitrag in Buch/Bericht/Konferenzband › Kapitel › Begutachtung

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KW - business process management

KW - information systems

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KW - industrial engineering

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Obersteiner F, Lüftenegger E. Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. in Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments . Band 731. Springer Science and Business Media Deutschland GmbH. 2024. S. 48-62. (IFIP International Conference on Advances in Production Management Systems)). doi: 10.1007/978-3-031-71633-1_4