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December 8, 2025Data Technologies and Applications

Vertical federated process mining framework for inter-organizational supply chain process discovery

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Authors

IIIgnatius IwanBYBernardo Nugroho Yahya

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Overview

Framework reveals process models from inter-organizational event logs, suggesting improved privacy and interoperability.

Key Points

  • The framework successfully reconstructs event logs, leading to accurate process models while maintaining privacy.
  • Comparative analysis demonstrated similar performance to centralized methods using anonymized event logs for privacy.
  • Observational analysis across multiple organizations integrated local event logs into a secure federated event log.
  • This technique may enable advancements in process mining while adhering to strict privacy regulations.

Cite This Study

Iwan et al. (2025) studied this question.

synapsesocial.com/papers/69401f142d562116f28fa541https://doi.org/10.1108/dta-07-2024-0761
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Also Consider

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  1. 1Process mining-driven digital transformation of enterprise logistics for circular and sustainable supply-chain performance2025
  2. 2Discovering hierarchical process models: an approach based on events partitioning2024 · 2 citations
  3. 3Interorganizational process mining implementation in service operations2026
  4. 4Privacy-Preserving Process Mining: A Blockchain-Based Privacy-Aware Reversible Shared Image Approach2024 · 1 citations
  5. 5Process mining beyond workflows2024 · 8 citations