Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers

This book presents revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, focusing on process mining research and practice, including theory, algorithmic challenges, and applications. The papers were reviewed and selected from 89 submissions, covering various workshops such as EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, and EduPM.

Format: Paperback / softback
Length: 592 pages
Publication date: 26 March 2023
Publisher: Springer International Publishing AG

This open-access book is a compilation of revised selected papers presented at the 4th International Conference on Process Mining (ICPM) 2022, which took place in Bozen-Bolzano, Italy, from October 23 to 28, 2022. The conference's central theme revolves around process mining research and practice, encompassing various aspects such as theory, algorithmic challenges, and practical applications. In addition to the main conference, several co-located workshops were organized, offering a platform for innovative research ideas to be explored.

The 42 papers included in this volume underwent rigorous review and selection from a total of 89 submissions. These papers originated 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)

These workshops provided a diverse range of topics and fostered interdisciplinary collaboration, contributing to the advancement of process mining methodologies and applications.

The papers in this book cover a wide range of topics, including process discovery, pattern analysis, anomaly detection, time series analysis, and decision support systems. They employ various techniques, such as data mining, machine learning, statistical analysis, and simulation, to address real-world process mining challenges.

The contributions made by the authors and presenters at ICPM 2022 are invaluable to the field of process mining. These papers showcase the latest research findings, innovative approaches, and practical applications, providing valuable insights for researchers, practitioners, and industry professionals alike.

By making this book freely accessible online, the organizers aim to promote the dissemination of knowledge and facilitate the exchange of ideas in the process mining community. We hope that this collection of revised selected papers will inspire further research and contribute to the development of process mining as a powerful tool for process improvement and decision-making.

Weight: 914g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031278143
Edition number: 1st ed. 2023