Business Process Management: 18th International Conference, BPM 2020, Seville, Spain, September 13–18, 2020, Proceedings (Information Systems and Applications, incl. Internet/Web, and HCI Book 12168)

This book constitutes the proceedings of the 18th International Conference on Business Process Management, BPM 2020, held in Seville, Spain, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 27 full papers included in this volume were carefully reviewed and selected from 125 submissions. Two full keynote papers are also included. The papers are organized in topical sections named: foundations; engineering; and management. Front Matter ....Pages i-xliii Front Matter ....Pages 1-1 Process Minding: Closing the Big Data Gap (Avigdor Gal, Arik Senderovich)....Pages 3-16 Characterizing Machine Learning Processes: A Maturity Framework (Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu et al.)....Pages 17-31 Front Matter ....Pages 33-33 Extending Temporal Business Constraints with Uncertainty (Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Anti Alman)....Pages 35-54 Petri Nets with Parameterised Data (Silvio Ghilardi, Alessandro Gianola, Marco Montali, Andrey Rivkin)....Pages 55-74 Socially-Aware Business Process Redesign (Arik Senderovich, Joop J. Schippers, Hajo A. Reijers)....Pages 75-92 Incentive Alignment of Business Processes (Tobias Heindel, Ingo Weber)....Pages 93-110 PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information (Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich)....Pages 111-128 A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics (Anna Kalenkova, Artem Polyvyanyy, Marcello La Rosa)....Pages 129-146 Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm (Daniel Schuster, Sebastiaan J. van Zelst)....Pages 147-164 Front Matter ....Pages 165-165 Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes (Jelmer J. Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers)....Pages 167-183 Extracting Annotations from Textual Descriptions of Processes (Luis Quishpi, Josep Carmona, Lluís Padró)....Pages 184-201 Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime (Florian Stertz, Stefanie Rinderle-Ma, Juergen Mangler)....Pages 202-219 TADE: Stochastic Conformance Checking Using Temporal Activity Density Estimation (Florian Richter, Janina Sontheim, Ludwig Zellner, Thomas Seidl)....Pages 220-236 Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction (Farbod Taymouri, Marcello La Rosa, Sarah Erfani, Zahra Dasht Bozorgi, Ilya Verenich)....Pages 237-256 Exploring Interpretable Predictive Models for Business Processes (Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros)....Pages 257-272 Triggering Proactive Business Process Adaptations via Online Reinforcement Learning (Andreas Metzger, Tristan Kley, Alexander Palm)....Pages 273-290 Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly (Sönke Knoch, Shreeraman Ponpathirkoottam, Tim Schwartz)....Pages 291-308 Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections (Dominik Andreas Fischer, Kanika Goel, Robert Andrews, Christopher Gerhard Johannes van Dun, Moe Thandar Wynn, Maximilian Röglinger)....Pages 309-326 Automatic Repair of Same-Timestamp Errors in Business Process Event Logs (Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede, Adriano Augusto)....Pages 327-345 Front Matter ....Pages 347-347 Explorative Process Design Patterns (Michael Rosemann)....Pages 349-367 Quo Vadis, Business Process Maturity Model? Learning from the Past to Envision the Future (Vanessa Felch, Björn Asdecker)....Pages 368-383 A Typological Framework of Process Improvement Project Stakeholders (Charon Abbott, Wasana Bandara, Paul Mathiesen, Erica French, Mary Tate)....Pages 384-399 BP-IT Alignment in SMEs: A Game-Based Learning Approach to Increase Stakeholders’ Maturity (Mahi Samir Ismail, Ralf Klischewski)....Pages 400-416 Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts (Amine Abbad Andaloussi, Christopher J. Davis, Andrea Burattin, Hugo A. López, Tijs Slaats, Barbara Weber)....Pages 417-434 Adding Intelligent Robots to Business Processes: A Dilemma Analysis of Employees’ Attitudes (Amy Van Looy)....Pages 435-452 How to Keep RPA Maintainable? (Philip Noppen, Iris Beerepoot, Inge van de Weerd, Mathieu Jonker, Hajo A. Reijers)....Pages 453-470 A Consolidated Framework for Implementing Robotic Process Automation Projects (Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Kevin Fuchs, Adrian Hofmann et al.)....Pages 471-488 A Multi Perspective Framework for Enhanced Supply Chain Analytics (Owen Keates, Moe Thandar Wynn, Wasana Bandara)....Pages 489-504 Event Log Generation in a Health System: A Case Study (Simon Remy, Luise Pufahl, Jan Philipp Sachs, Erwin Böttinger, Mathias Weske)....Pages 505-522 Back Matter ....Pages 523-524