| Vol-3299 urn:nbn:de:0074-3299-4 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ICPM-D 2022
ICPM 2022 Doctoral Consortium and Demo Track 2022

### Proceedings of the ICPM Doctoral Consortium and Demo Track 2022
co-located with 4th International Conference on Process Mining (ICPM 2022)

### Bolzano, Italy, October, 2022.

Edited by

### Marwan Hassani *
Agnes Koschmider **
Marco Comuzzi ***
Fabrizio Maria Maggi ****
Luise Pufahl *****

* Eindhoven University of Technology, Department of Mathematics and Computer Science, 5612 AE Eindhoven, The Netherlands
** University of Bayreuth, Faculty of Law, Business and Economics, 95444 Bayreuth, Germany
*** Ulsan National Institute of Science and Technology, Department of Industrial Engineering, 44919 Ulsan, South Korea
**** Free University of Bozen-Bolzano, Faculty of Computer Science, 39100 Bolzano, Italy
***** Technische Universitaet Berlin, Faculty of Electrical Engineering and Computer Science, Berlin, Germany

## Table of Contents

- Preface

### Doctoral Consortium

- Value Behaviour Analysis of Event Attributes in Process Mining (Extended Abstract) 4-7
  Jonas Cremerius
- Multi-Perspective Analysis of Process Dynamics (Extended Abstract) 8-12
  Alexander Kraus
- Process Mining meets Statistical Model Checking to Explain Threat Models: Novel Approach to Model Validation and Enhancement (Extended Abstract) 13-17
  Roberto Casaluce
- Process Mining-Based Goal Recognition (Extended Abstract) 18-21
  Zihang Su
- Transformer for Predictive and Prescriptive Process Monitoring in IT Service Management (Extended Abstract) 22-26
  Marc C. Hennig
- Prescriptive Analytics for Business Processes Using Causal Inference (Extended Abstract) 27-31
  Zahra Dasht Bozorgi
- Multimodal Process Prediction (Extended Abstract) 32-36
  Johannes Lahann
- Process Mining on Blockchain Data (Extended Abstract) 37-40
  Richard Hobeck
- Explainable and Responsible Process Prescriptive Analytics (Extended Abstract) 41-45
  Alessandro Padella
- Ex-Post Identification of Task Models With Causally Ordered User Interface Logs (Extended Abstract) 46-50
  Dominic A. Neu
- A Framework for Implementing Process Mining and Robotic Process Automation in Organizations (Extended Abstract) 51-55
  Najah Mary El-Gharib

### Demo Track

- Amun: A tool for Differentially Private Release of Event Logs for Process Mining (Extended Abstract) 56-60
  Gamal Elkoumy, Alisa Pankova, Marlon Dumas
- Interactive Process Identification and Selection from SAP ERP (Extended Abstract) 61-64
  Julian Weber, Gyunam Park, Majid Rafiei, Wil van der Aalst
- PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract) 65-69
  Humam Kourani, Sebastiaan van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße
- FilterTree: a Repeatable Branching XES Editor (Extended Abstract) 70-74
  Sander J.J. Leemans
- Streaming Process Mining with Beamline (Extended Abstract) 75-79
  Andrea Burattin
- Visualization Libraries for Process Analytics (Extended Abstract) 80-84
  Nour Assy, Céline Souchet, Thomas Bouffard, Olan Anesini
- Privacy-Preserving Process Mining with PM4Py (Extended Abstract) 85-89
  Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
- PURPLE: a PURPose-guided Log GEnerator (Extended Abstract) 90-94
  Andrea Burattin, Barbara Re, Lorenzo Rossi, Francesco Tiezzi
- Process Analysis with bupaR 0.5.0: What’s New? (Extended Abstract) 95-99
  Gerhardus A. W. M. van Hulzen, Gert Janssenswillen, Niels Martin, Benoît Depaire
- Discover Context-Rich Local Process Models (Extended Abstract) 100-103
  Mitchel Brunings, Dirk Fahland, Eric Verbeek
- Konekti: A Data Preparation Platform for Process Mining (Extended Abstract) 104-107
  Lotte Vugs, Maarten van Asseldonk, Niek van Son
- ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract) 108-112
  Zahra Dasht Bozorgi, Aleksei Kopõlov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
- PaPPI: Privacy-aware Process Performance Indicators (Extended Abstract) 113-117
  Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Glenn Dittmann, Matthias Weidlich
- Coral: Conversational What-If Process Analysis (Extended Abstract) 118-122
  Daniel Barón-Espitia, Marlon Dumas, Oscar González-Rojas
- Music Score Analysis with Process Mining (Extended Abstract) 123-127
  István Koren

2022-11-22: submitted by Marwan Hassani, metadata incl. bibliographic data published under Creative Commons CC0
2022-12-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|