PMAI 2025
Process Management in the AI Era 2025

Table of Contents

• Preface
  Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 4 as regular papers and 5 as short papers.

Invited Talks:

• Generation of Graph-based Models for Digital Twins of Discrete Event Systems (abstract included in preface)
  Andrea Matta

Session 1: Long Papers

• XABPs: Towards eXplainable Autonomous Business Processes
  Peter Fettke, Fabiana Fournier, Lior Limonad, Andreas Metzger, Stefanie Rinderle-Ma, Barbara Weber
• Toward Self-Modifying Autonomous Business Process Systems
  Achiya Elyasaf, Andreas Metzger, Sebastian Sardina, Arik Senderovich, Estefania Serral Asensio, Niek Tax
• Agentic Process Observability: Discovering Behavioral Variability
  Fabiana Fournier, Lior Limonad, Yuval David
• Process Pattern-Based Flexible Federated Learning
  Marius Take, Sascha Alpers, Christoph Becker, Maryline Irma Mengoualeu Majiade, Andreas Oberweis

Session 2: Short Papers

• Do Outpatient Services Impact Length of Stay? A Preliminary Analysis through Deep Learning Classification
  Giorgio Leonardi, Stefania Montani, Manuel Striani
• Constraint Guided Discrete Diffusion for Conditional Hierarchical Industrial Graph Generation
  Thomas von Plessing, Andrea Matta, Mohsen A. Jafari, Yulin Li
• Autonomy in Business Process Execution: Why We Need First-Class Abstractions for Goals and Normative Frames
  Diego Calvanese, Giuseppe De Giacomo, Timotheus Kampik, Yves Lesperance, Andrea Marrella, Andrea Matta
• Towards Conversational Actionability in AI-Augmented Business Process Management Systems
  Marco Montali, Marco Comuzzi, Irene Teinemaa, Daniel Amyot, Marlon Dumas
• Beyond Temporal Relationships: Causal Support in Declarative Process Modeling
  Luca Giuliani, Andrea Zecchini