The impact of object-centric process mining on business efficiency : a case study approach

Pintarič, Neža (avtor), Morelli, Frank (avtor), Elkanawati, Amira (avtor), Manfreda, Anton (avtor), Radziszewski, Przemyslaw (avtor)

Although traditional process mining techniques have enabled substantial enhancements in process transparency and optimization, they frequently prove inadequate for capturing the intricacies of actual business processes, which are characterized by multiple interacting entities. OCPM addresses this limitation by allowing a more nuanced and multi-dimensional analysis of processes. By integrating both traditional and object-centric approaches, the study provides a comparative analysis of the performance and utility of each method, highlighting the specific benefits of OCPM in improving process transparency and operational efficiency. The findings reveal that OCPM offers a more comprehensive understanding of complex business operations, which is crucial for enhancing decision-making and achieving better performance outcomes. Additionally, the study outlines the challenges and opportunities of implementing OCPM in real-world settings, emphasizing its practical implications for business process optimization.

• Jezik: Angleški jezik
• Ključne besede: management, business process, optimization, object-centric process mining (OCPM), process mining, business process optimization, business efficiency, celonis, business process management, data modelling
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: EF - Ekonomska fakulteta
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2024
• Št. strani: 10 str.
• Številčenje: Nr. 20
• PID: 20.500.12556/RUL-180000
• UDK: 658
• ISSN pri članku: 2296-4592
• DOI: 10.26034/lu.akwi.2024.6228
• COBISS.SI-ID: 221988355

Avtorske pravice

Na spletni strani založnika navedeno, da članki izhajajo pod licenco CC BY 4.0.

• Datum objave v RUL: 27.02.2026

Gradivo je del revije

• Naslov: Anwendungen und Konzepte der Wirtschaftsinformatik
• Skrajšan naslov: Anwend. Konzepte Wirtsch.inform.
• Založnik: Institut für Wirtschaftsinformatik, Hochschule Luzern - Wirtschaft
• ISSN: 2296-4592
• COBISS.SI-ID: 142131203

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: management, poslovni proces, optimizacija