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