| Vol-2703 urn:nbn:de:0074-2703-6 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 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 2020
ICPM 2020 Doctoral Consortium and Tool Demonstration Track

### Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020
co-located with the 2nd International Conference on Process Mining (ICPM 2020)

### Padua, Italy, October 4-9, 2020.

Edited by

### Claudio Di Ciccio *
Benoît Depaire **
Jochen De Weerdt ***
Chiara Di Francescomarino ****
Jorge Munoz-Gama *****

* Sapienza University of Rome, Italy
** Hasselt University, Belgium
*** KU Leuven, Belgium
**** Fondazione Bruno Kessler, Italy
***** Pontificia Universidad Católica de Chile, Chile

## Table of Contents

- Preface

### Doctoral Consortium

- Explainable Prescriptive Process Analytics (Extended Abstract) 1-2
  Riccardo Galanti
- Process Deviation Classification (Extended Abstract) 3-4
  Manal Laghmouch
- An Interactive Framework to Facilitate Behavioural Pattern Exploration in Event Data (Extended Abstract) 5-6
  Leen Jooken
- Interactive Data-Driven Business Process Simulation (Extended Abstract) 7-8
  Gerhardus van Hulzen
- Mining Behavioural Patterns from Event Data to Enable Context-Aware Root Cause Analysis (Extended Abstract) 9-10
  Greg Van Houdt
- Behavioural Clustering by Extensive Declarative Specifications Measurements (Extended Abstract) 11-12
  Alessio Cecconi
- Automated Segmentation of User Interface Logs Using Trace Alignment Techniques (Extended Abstract) 13-14
  Simone Agostinelli
- Event Log Extraction: How to Minimize the Effort of the Human-in-the-Loop? (Extended Abstract) 15-16
  Vinicius Stein Dani
- Explainable Process Predictions (xPP): A Holistic Framework and Applications (Extended Abstract) 17-18
  Nijat Mehdiyev

### Tool Demonstration Track

- A Process Mining Software Comparison 19-22
  Daniel Viner, Matthias Stierle, Martin Matzner
- An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges 23-26
  Alessandro Berti, Wil van der Aalst, David Zang, Magdalena Lang
- Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra 27-30
  Vadim Denisov, Dirk Fahland, Wil M.P. van der Aalst
- VDD: A Visual Drift Detection System for Process Mining 31-34
  Anton Yeshchenko, Jan Mendling, Claudio Di Ciccio, Artem Polyvyanyy
- AIR-BAGEL: An Interactive Root cause-Based Anomaly Generator for Event Logs 35-38
  Jonghyeon Ko, Jongyup Lee, Marco Comuzzi
- Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining 39-42
  Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano Garcı́a-Bañuelos, Anna Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
- Extensions to the bupaR Ecosystem: An Overview 43-46
  Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoı̂t Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt
- The CDESF Toolkit: An Introduction 47-50
  Davide Mora, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
- Rule Mining in Action: The RuM Toolkit 51-54
  Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Jan Mendling

2020-10-02: submitted by Claudio Di Ciccio, metadata incl. bibliographic data published under Creative Commons CC0
2020-10-17: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|