Editors:
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.
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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)
Keywords
- process mining
- process discovery
- process analytics
- process querying
- conformance checking
- Open Access
- predictive process monitoring
- data science
- knowledge graphs
- event data
- streaming analytics
- machine learning
- deep learning
- business process management
- health informatics
Editors and Affiliations
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Free University of Bozen-Bolzano, Bolzano, Italy
Marco Montali
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York University, Toronto, Canada
Arik Senderovich
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Humboldt-Universität zu Berlin, Berlin, Germany
Matthias Weidlich
Bibliographic Information
Book Title: Process Mining Workshops
Book Subtitle: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers
Editors: Marco Montali, Arik Senderovich, Matthias Weidlich
Series Title: Lecture Notes in Business Information Processing
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2023
License: CC BY
Softcover ISBN: 978-3-031-27814-3Due: 29 April 2023
eBook ISBN: 978-3-031-27815-0Due: 29 April 2023
Series ISSN: 1865-1348
Series E-ISSN: 1865-1356
Edition Number: 1
Number of Pages: XI, 592
Number of Illustrations: 48 b/w illustrations, 140 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Business Process Management, Machine Learning, Computer Application in Administrative Data Processing, Health Informatics