Breaking Down Barriers with Knowledge Graphs: Data Integration for Cross-Organizational Process Mining
Rott J, Dorsch R, Freund M, Böhm M, Harth A, Krcmar H (2024)
Publication Type: Conference contribution
Publication year: 2024
Journal
Publisher: Springer
City/Town: Cham
Pages Range: 499-512
Event location: Rom
ISBN: 9783031561061
DOI: 10.1007/978-3-031-56107-8_38
Abstract
Cross-organizational process mining (coPM) with data from at least two organizations assists cooperating organizations in optimizing their operations by enabling an in-depth and continuous process analysis. As coPM faces unique challenges and is rarely applied, we followed a design science-based approach and developed a three-step extension to the PM project methodology to integrate data across organizational boundaries. Each organization first creates a local event data knowledge graph (KG). Second, a trusted third party integrates all local KGs into a global KG. Third, a federated event log and process knowledge are retrieved for coPM analysis. Overall, we present the first version of a methodology to support data integration for coPM, thereby assisting researchers and practitioners in unlocking value potentials from coPM analysis.
Authors with CRIS profile
Involved external institutions
Fraunhofer-Institut für Integrierte Schaltungen (IIS)
Germany (DE)
Technische Universität München (TUM)
Germany (DE)
Hochschule für angewandte Wissenschaften Landshut
Germany (DE)
Germany (DE)
Technische Universität München (TUM)
Germany (DE)
Hochschule für angewandte Wissenschaften Landshut
Germany (DE)
How to cite
APA:
Rott, J., Dorsch, R., Freund, M., Böhm, M., Harth, A., & Krcmar, H. (2024). Breaking Down Barriers with Knowledge Graphs: Data Integration for Cross-Organizational Process Mining. In Johannes De Smedt, Pnina Soffer (Eds.), Proceedings of the ICPM 2023 International Workshops (pp. 499-512). Rom, IT: Cham: Springer.
MLA:
Rott, Julian, et al. "Breaking Down Barriers with Knowledge Graphs: Data Integration for Cross-Organizational Process Mining." Proceedings of the ICPM 2023 International Workshops, Rom Ed. Johannes De Smedt, Pnina Soffer, Cham: Springer, 2024. 499-512.
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