Skip to main content
  • Conference proceedings
  • Open Access
  • © 2023

Process Mining Workshops

ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers

  • This book is open access, which means that you have free and unlimited access

Part of the book series: Lecture Notes in Business Information Processing (LNBIP, volume 468)

Conference series link(s): ICPM: International Conference on Process Mining

Conference proceedings info: ICPM 2022.

Buy it now

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Table of contents (42 papers)

  1. Front Matter

    Pages i-xi
  2. 3rd International Workshop on Event Data and Behavioral Analytics (EdbA’22)

    1. Front Matter

      Pages 1-4
    2. Do You Behave Always the Same?

      • Gemma Di Federico, Andrea Burattin
      Pages 5-17Open Access
    3. Enhancing Data-Awareness of Object-Centric Event Logs

      • Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
      Pages 18-30Open Access
    4. Multi-perspective Identification of Event Groups for Event Abstraction

      • Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa
      Pages 31-43Open Access
    5. Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach

      • Azadeh Sadat Mozafari Mehr, Renata M. de Carvalho, Boudewijn van Dongen
      Pages 44-56Open Access
    6. A Survey on the Application of Process Mining to Smart Spaces Data

      • Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral
      Pages 57-70Open Access
    7. Building User Journey Games from Multi-party Event Logs

      • Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
      Pages 71-83Open Access
    8. Leveraging Event Data for Measuring Process Complexity

      • Maxim Vidgof, Jan Mendling
      Pages 84-95Open Access
  3. 3rd Workshop on Responsible Process Mining (RPM’22)

    1. Front Matter

      Pages 97-100
    2. Discrimination-Aware Process Mining: A Discussion

      • Timo Pohl, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
      Pages 101-113Open Access
    3. TraVaS: Differentially Private Trace Variant Selection for Process Mining

      • Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst
      Pages 114-126Open Access
    4. BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces

      • Vlad P. Cosma, Thomas T. Hildebrandt, Christopher H. Gyldenkærne, Tijs Slaats
      Pages 127-139Open Access
  4. 3rd International Workshop on Streaming Analytics for Process Mining (SA4PM’22)

    1. Front Matter

      Pages 141-144
    2. Uncovering Change: A Streaming Approach for Declarative Processes

      • Andrea Burattin, Hugo A. López, Lasse Starklit
      Pages 158-170Open Access
  5. 3rd International Workshop in Leveraging Machine Learning for Process Mining (ML4PM’22)

    1. Front Matter

      Pages 171-175
    2. Deep Reinforcement Learning for Resource Allocation in Business Processes

      • Kamil Żbikowski, Michał Ostapowicz, Piotr Gawrysiak
      Pages 177-189Open Access
    3. On the Potential of Textual Data for Explainable Predictive Process Monitoring

      • Christian Warmuth, Henrik Leopold
      Pages 190-202Open Access

Other Volumes

  1. Process Mining Workshops

About this book

This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022.

The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 42 papers included in this volume were carefully reviewed and selected from 89 submissions. They stem from the following workshops:

– 3rd International Workshop on Event Data and Behavioral Analytics (EDBA)
– 3rd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)
– 3rd International Workshop on Responsible Process Mining (RPM) (previously known as Trust, Privacy and Security Aspects in Process Analytics)
– 5th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)
–3rd International Workshop on Streaming Analytics for Process Mining (SA4PM)
– 7th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)
– 1st International Workshop on Education meets Process Mining (EduPM)
– 1st International Workshop on Data Quality and Transformation in Process Mining (DQT-PM)

Editors and Affiliations

  • Free University of Bozen-Bolzano, Bozen-Bolzano, Italy

    Marco Montali

  • York University, Toronto, Canada

    Arik Senderovich

  • Humboldt-Universität zu Berlin, Berlin, Germany

    Matthias Weidlich

Bibliographic Information

Buy it now

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access