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Business Process Management

18th International Conference, BPM 2020, Seville, Spain, September 13–18, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Dirk Fahland

    1. Eindhoven University of Technology, Eindhoven, The Netherlands

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  2. Chiara Ghidini

    1. FBK-irst, Trento, Italy

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  3. Jörg Becker

    1. University of Münster, Münster, Germany

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  4. Marlon Dumas

    1. University of Tartu, Tartu, Estonia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12168)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: BPM 2020.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xliii
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  2. Keynotes

    1. Front Matter

      Pages 1-1
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    2. Process Minding: Closing the Big Data Gap

      • Avigdor Gal, Arik Senderovich
      Pages 3-16

    3. Characterizing Machine Learning Processes: A Maturity Framework

      • Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu et al.
      Pages 17-31

  3. Foundations

    1. Front Matter

      Pages 33-33
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    2. Extending Temporal Business Constraints with Uncertainty

      • Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Anti Alman
      Pages 35-54

    3. Petri Nets with Parameterised Data

      • Silvio Ghilardi, Alessandro Gianola, Marco Montali, Andrey Rivkin
      Pages 55-74

    4. Socially-Aware Business Process Redesign

      • Arik Senderovich, Joop J. Schippers, Hajo A. Reijers
      Pages 75-92

    5. Incentive Alignment of Business Processes

      • Tobias Heindel, Ingo Weber
      Pages 93-110

    6. PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information

      • Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
      Pages 111-128

    7. 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

    8. Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm

      • Daniel Schuster, Sebastiaan J. van Zelst
      Pages 147-164

  4. Engineering

    1. Front Matter

      Pages 165-165
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    2. Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes

      • Jelmer J. Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers
      Pages 167-183

    3. Extracting Annotations from Textual Descriptions of Processes

      • Luis Quishpi, Josep Carmona, Lluís Padró
      Pages 184-201

    4. Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime

      • Florian Stertz, Stefanie Rinderle-Ma, Juergen Mangler
      Pages 202-219

    5. TADE: Stochastic Conformance Checking Using Temporal Activity Density Estimation

      • Florian Richter, Janina Sontheim, Ludwig Zellner, Thomas Seidl
      Pages 220-236

    6. 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

    7. Exploring Interpretable Predictive Models for Business Processes

      • Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros
      Pages 257-272

    8. Triggering Proactive Business Process Adaptations via Online Reinforcement Learning

      • Andreas Metzger, Tristan Kley, Alexander Palm
      Pages 273-290
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Keywords

About this book

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.

Editors and Affiliations

  • Eindhoven University of Technology, Eindhoven, The Netherlands

    Dirk Fahland

  • FBK-irst, Trento, Italy

    Chiara Ghidini

  • University of Münster, Münster, Germany

    Jörg Becker

  • University of Tartu, Tartu, Estonia

    Marlon Dumas

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