Preface to the ICPM 2022 Doctoral Consortium and Tool Demonstration Track Marwan Hassani1 , Agnes Koschmider2 , Marco Comuzzi3 , Fabrizio Maria Maggi4 and Luise Pufahl5 1 Department of Mathematics & CS, Eindhoven University of Technology, 5612 AE Eindhoven, The Netherlands 2 Faculty of Law, Business and Economics, University of Bayreuth, 95444 Bayreuth, Germany 3 Department of Industrial Engineering, Ulsan National Institute of Science and Technology, 44919 Ulsan, South Korea 4 Faculty of Computer Science, Free University of Bozen-Bolzano, 39100 Bolzano, Italy 5 Faculty of Electrical Engineering & CS, Technische Universitaet Berlin, Berlin, Germany This volume contains the papers presented at the Doctoral Consortium and the Tool Demon- stration Track of the 4th International Conference on Process Mining (ICPM 2022), organized by the Free University of Bozen-Bolzano, Italy. The Doctoral Consortium aims to provide valuable feedback and guidance to PhD students from experienced researchers, help PhD students to sharpen the answers related to their own research components, and to promote the development of a community of scholars including both peers and mentors for future careers. Each of the 15 received submissions has been evalu- ated by the committee. As a result, 11 students’ research proposals were accepted. The topics covered by these proposals tackle open process mining challenges from different perspectives, spanning over behavioural analysis, explainable and prescriptive process analysis, multimodal process prediction,to blockchain data. The PhD students and senior researchers discussed the presented projects, their directions, methods and plans. In a research speed-dating setting, the PhD students were encouraged to give sharp elevator-pitch answers to seven concrete questions related to their research. The challenges and experiences gathered in the course of a PhD in process mining were also shared by the participants. Based on a voting from the reviewers and the quality of the reflection on feedback in the presentation, a best PhD consortium extended abstract was selected for a 5-minutes presentation in the main conference. The ICPM 2022 Tool Demonstration Track is intended to showcase innovative process mining tools and applications that originated either in research or as industry initiatives. We received 21 submissions, of which 15 were accepted. Tools covering a broad range of topics where presented in this edition, including among others streaming process mining, visualization ICPM 2022 Doctoral Consortium and Tool Demonstration Track, October 23-28, 2022, Bolzano, Italy Envelope-Open m.hassani@tue.nl (M. Hassani); agnes.koschmider@uni-bayreuth.de (A. Koschmider); mcomuzzi@unist.ac.kr (M. Comuzzi); maggi@inf.unibz.it (F. M. Maggi); luise.pufahl@tu-berlin.de (L. Pufahl) Orcid 0000-0002-4027-4351 (M. Hassani); 0000-0001-8206-7636 (A. Koschmider); 0000-0002-6944-4705 (M. Comuzzi); 0000-0002-9089-6896 (F. M. Maggi); 0000-0002-5182-2587 (L. Pufahl) © 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings http://ceur-ws.org ISSN 1613-0073 CEUR Workshop Proceedings (CEUR-WS.org) 1 tools, privacy-aware process mining, event log editing and preparation, and event log rule discovery. The contributions demonstrate how the process mining research community values the implementation of usable applications and tools that go well beyond the proof-of-concept implementation to share their research results. These tools and applications show the support that the process mining research community can offer to researchers, practitioners and industry in the process mining field worldwide. The organizers of the Doctoral Consortium and the Tool Demonstration Track would like to express their gratitude to all individuals, institutions, and sponsors that supported ICPM 2022. Special thanks go to all the members of the Program Committees who contributed to make the tracks a success. Organization Doctoral Consortium Chairs Marwan Hassani Eindhoven University of Technology, The Netherland Agnes Koschmider University of Bayreuth, Germany Program Committee Paolo Ceravolo Università degli Studi di Milano, Italy Claudio Di Ciccio Sapienza University of Rome, Italy Mieke Jans Hasselt University, Belgium Fabrizio Maria Maggi Free University of Bozen-Bolzano, Italy Marco Montali Free University of Bozen-Bolzano, Italy Stefanie Rinderle-Ma TU München, Germany Jan Martijn van der Werf Utrecht University, The Netherlands Tool Demonstration Track Chairs Marco Comuzzi Ulsan National Institute of Science and Technology, South Korea Fabrizio Maria Maggi Free University of Bozen-Bolzano, Italy Luise Pufahl Technische Universitaet Berlin, Germany Program Committee Amine Andaloussi University of St. Gallen, Switzerland Abel Armas Cervantes The University of Melbourne, Australia Andrea Burattin Technical University of Denmark, Denmark 2 Thomas Chatain LSV, ENS Paris-Saclay, France Pavlos Delias International Hellenic University, Greece Jochen De Weerdt Katholieke Universiteit Leuven, Belgium Claudio Di Ciccio Sapienza University of Rome, Italy Chiara Di Francescomarino University of Trento, Italy Irene Bedilia Estrada Torres University of Seville, Spain Dirk Fahland Eindhoven University of Technology, The Netherlands Luciano García-Bañuelos Tecnológico de Monterrey, Mexico Richard Hobeck Technische Universitaet Berlin, Germany Gert Janssenswillen Universiteit Hasselt, Belgium Sander J.J. Leemans RWTH Aachen, Germany Felix Mannhardt Eindhoven University of Technology, The Netherlands Andrea Marrella Sapienza University of Rome, Italy Giovanni Meroni Technical University of Denmark, Denmark Jorge Munoz-Gama Pontificia Universidad Católica de Chile, Chile Manuel Resinas University of Seville, Spain Flavia Santoro UERJ, Brazil Arik Senderovich York University, Canada Greg Van Houdt Hasselt University, Belgium Gerhardus van Hulzen Hasselt University, Belgium Eric Verbeek Eindhoven University of Technology, The Netherlands 3