Business Process Management: 18th International Conference, BPM 2020, Seville, Spain, September 13–18, 2020, Proceedings

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