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Business Process Management

19th International Conference, BPM 2021, Rome, Italy, September 06–10, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Artem Polyvyanyy

    1. The University of Melbourne, Carlton, Australia

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  2. Moe Thandar Wynn

    1. NICTA Queensland Research Lab, Queensland University of Technology, Brisbane, Australia

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  3. Amy Van Looy

    1. Ghent University, Ghent, Belgium

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  4. Manfred Reichert

    1. Institut fur Datenbanken, Info System, Universitat Ulm, Ulm, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12875)

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 2021.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xxv
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  2. Keynote Paper

    1. Front Matter

      Pages 1-1
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    2. Process Automation and Process Mining in Manufacturing

      • Stefanie Rinderle-Ma, Juergen Mangler
      Pages 3-14

  3. Tutorials

    1. Front Matter

      Pages 15-15
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    2. Cognitive Effectiveness of Representations for Process Mining

      • Jan Mendling, Djordje Djurica, Monika Malinova
      Pages 17-22

    3. RuM: Declarative Process Mining, Distilled

      • Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Han van der Aa
      Pages 23-29

    4. Applications of Automated Planning for Business Process Management

      • Andrea Marrella, Tathagata Chakraborti
      Pages 30-36

    5. Artifact-Driven Process Monitoring: A Viable Solution to Continuously and Autonomously Monitor Business Processes

      • Giovanni Meroni
      Pages 37-43

  4. Process Discovery

    1. Front Matter

      Pages 45-45
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    2. Weighing the Pros and Cons: Process Discovery with Negative Examples

      • Tijs Slaats, Søren Debois, Christoffer Olling Back
      Pages 47-64

    3. A Method for Debugging Process Discovery Pipelines to Analyze the Consistency of Model Properties

      • Christopher Klinkmüller, Alexander Seeliger, Richard Müller, Luise Pufahl, Ingo Weber
      Pages 65-84

    4. Extracting Decision Models from Textual Descriptions of Processes

      • Luis Quishpi, Josep Carmona, Lluís Padró
      Pages 85-102

  5. Predictive Process Monitoring

    1. Front Matter

      Pages 103-103
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    2. Robust and Generalizable Predictive Models for Business Processes

      • Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
      Pages 105-122

    3. Incremental Predictive Process Monitoring: The Next Activity Case

      • Stephen Pauwels, Toon Calders
      Pages 123-140

    4. Learning Uncertainty with Artificial Neural Networks for Improved Remaining Time Prediction of Business Processes

      • Hans Weytjens, Jochen De Weerdt
      Pages 141-157

  6. Data- and Time-awareness in BPM

    1. Front Matter

      Pages 159-159
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    2. Zoom and Enhance: Action Refinement via Subprocesses in Timed Declarative Processes

      • Håkon Normann, Søren Debois, Tijs Slaats, Thomas T. Hildebrandt
      Pages 161-178

    3. Delta-BPMN: A Concrete Language and Verifier for Data-Aware BPMN

      • Silvio Ghilardi, Alessandro Gianola, Marco Montali, Andrey Rivkin
      Pages 179-196

    4. A Real-Time Method for Detecting Temporary Process Variants in Event Log Data

      • Sudhanshu Chouhan, Anna Wilbik, Remco Dijkman
      Pages 197-214
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Other volumes

  1. Business Process Management

  2. Business Process Management Forum

  3. Business Process Management: Blockchain and Robotic Process Automation Forum

  4. Business Process Management Workshops

Keywords

About this book

This volume constitutes the refereed proceedings of the 19th International Conference on Business Process Management, BPM 2021, held in Rome, Italy, in September 2021.

The 23 full papers, one keynote paper, and 4 tutorial papers presented in this volume were carefully reviewed and selected from 92 submissions. The papers are organized in topical sections named: foundations, engineering, and management.

Editors and Affiliations

  • The University of Melbourne, Carlton, Australia

    Artem Polyvyanyy

  • NICTA Queensland Research Lab, Queensland University of Technology, Brisbane, Australia

    Moe Thandar Wynn

  • Ghent University, Ghent, Belgium

    Amy Van Looy

  • Institut fur Datenbanken, Info System, Universitat Ulm, Ulm, Germany

    Manfred Reichert

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