Case-Centric And Object-Centric Process Mining: A Use Case For Supply Chain Resilience Management
Year: 2025
Type: conference-paper
Abstract: The article examines the application of case-centric process mining (CCPM) and object-centric process mining (OCPM) in supply chain resilience manage-ment through a comparative analysis. Using a simulat-ed order-to-cash process based on the Supply Chain Operations Reference (SCOR) model, we evaluate how these approaches can identify and analyze process vulnerabilities and disruptions. While CCPM provides quick insights into process performance through tradi-tional event logs, OCPM offers deeper analysis of ob-ject interactions and chain reactions through its multi-dimensional approach. Our findings demonstrate that OCPM more effectively identifies critical products, analyzes chain reactions, and enables targeted measures to improve delays and process stability.
DOI: 10.7148/2025-0427
Authors: David Messal, Frank Schaetter, Frank Morelli, Florian Haas
Institution: Pforzheim University of Applied Sciences
Language: English
Subfield: Management Information Systems
Domain: Social Sciences
Open Access status: gold
OpenAlex ID: W4412597650