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Business Process Management Forum 2024: Krakow, Poland

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Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann:
Business Process Management Forum - BPM 2024 Forum, Krakow, Poland, September 1-6, 2024, Proceedings. Lecture Notes in Business Information Processing 526, Springer 2024, ISBN 978-3-031-70417-8

Foundations

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Timotheus Kampik, Cem Okulmus:
Expressive Power and Complexity Results for SIGNAL, an Industry-Scale Process Query Language. 3-19
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Luka Abb, Jana-Rebecca Rehse:
Multivariate Anomaly Detection in Object-Centric Event Data. 20-36
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Alexandre Goossens, Johannes De Smedt, Jan Vanthienen:
Object-Centric Event Logs: Characteristics, Comparative Analysis and Road Map. 37-54
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Carl Corea, Timotheus Kampik, Marco Montali:
Explainable DMN. 55-71
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Peter Pfeiffer, Peter Fettke:
Trace vs. Time: Entropy Analysis and Event Predictability of Traceless Event Sequencing. 72-89
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Ali J. Alaee, Matthias Weidlich, Arik Senderovich:
Data-Driven Decision Support for Business Processes: Causal Reasoning and Discovery. 90-106
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Lukas Liss, Jan Niklas Adams, Wil M. P. van der Aalst:
TOTeM: Temporal Object Type Model for Object-Centric Process Mining. 107-123

Engineering

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Flavia Monti, Francesco Leotta, Juergen Mangler, Massimo Mecella, Stefanie Rinderle-Ma:
NL2ProcessOps: Towards LLM-Guided Code Generation for Process Execution. 127-143
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Felipe Castellanos, Nicolás Navascués, Daniel Calegari, Andrea Delgado:
CMMN-Based Modeling and Customization of Declarative Business Process Families. 144-161
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Matthias Ehrendorfer, Jennifer Hebstreit, Juergen Mangler, Stefanie Rinderle-Ma:
Interactive Drift Visualization in Sensor Data Streams for Explainable Process Outcome Prediction. 162-178
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Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst:
Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs. 179-196
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Riccardo Lo Bianco, Remco M. Dijkman, Wim Nuijten, Willem van Jaarsveld:
A Universal Approach to Feature Representation in Dynamic Task Assignment Problems. 197-213
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Simon James Jensen, Hugo A. López:
Towards Immersive Environments for Declarative Process Models. 214-231
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Alexander Seeliger, Markus Schreiber, Florian Giger, Joachim Metternich, Max Mühlhäuser:
Inferring Missing Event Log Data from IoT Sensor Data - A Case Study in Manufacturing. 232-248
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Francesca Zerbato, Marco Franceschetti, Barbara Weber:
A Framework to Support the Validation of Process Mining Inquiries. 249-266
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René Noël, Sergio España, José Ignacio Panach, Oscar Pastor:
Microservices-Aware Business Process Modelling. 267-284

Management

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Manfred Baer, Ralf Plattfaut:
Human Friendly Automation: A Literature Review on the Role of the Human Factor in AI-Driven Business Process Automation. 287-301
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Mikhail Monashev, Jan Mendling:
Design Principles for Bots Supporting Case-Based Reasoning. 302-318
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Lukas Laakmann, Seyyid A. Ciftci, Christian Janiesch:
A Nascent Taxonomy of Machine Learning in Intelligent Robotic Process Automation. 319-336
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Jannis Kiesel, Elias Grünewald:
Extending Business Process Management for Regulatory Transparency. 337-353
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Adrian Joas, Maren Gierlich-Joas, Charlotte Bahr, Janina Bauer:
Towards Leveraging Process Mining for Sustainability - An Analysis of Challenges and Potential Solutions. 354-371

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