Overview
- 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 433)
Included in the following conference series:
Conference proceedings info: ICPM 2021.
Buy print copy
Tax calculation will be finalised at checkout
About this book
This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021.
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 28 papers included in this volume were carefully reviewed and selected from 65 submissions. They stem from the following workshops:
2nd International Workshop on Event Data and Behavioral Analytics (EDBA)
2nd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)
2nd International Workshop on Streaming Analytics for Process Mining (SA4PM)
6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)
4th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)
2nd International Workshop on Trust, Privacy, and Security in Process Analytics (TPSA)
One survey paper on the results of the XES 2.0 Workshop is included.
Similar content being viewed by others
Keywords
- Process Mining
- Process Discovery
- Process Analytics
- Process Querying
- Conformance Checking
- Predictive Process Monitoring
- Data Science
- Event Data
- Streaming Analytics
- Machine Learning
- Decision Support Systems
- Business Process Management
- Information Systems
- Business Process Management
- Petri Nets
- Open Access
Table of contents (29 papers)
-
Front Matter
-
XES 2.0 Workshop and Survey
-
Front Matter
-
-
EdbA 2021: 2nd International Workshop on Event Data and Behavioral Analytics
-
Front Matter
-
-
ML4PM 2021: 2nd International Workshop in Leveraging Machine Learning for Process Mining
-
Front Matter
-
-
SA4PM 2021: 2nd International Workshop on Streaming Analytics for Process Mining
-
Front Matter
-
Other volumes
-
Process Mining Workshops
Editors and Affiliations
Bibliographic Information
Book Title: Process Mining Workshops
Book Subtitle: ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers
Editors: Jorge Munoz-Gama, Xixi Lu
Series Title: Lecture Notes in Business Information Processing
DOI: https://doi.org/10.1007/978-3-030-98581-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2022
Softcover ISBN: 978-3-030-98580-6Published: 24 March 2022
eBook ISBN: 978-3-030-98581-3Published: 23 March 2022
Series ISSN: 1865-1348
Series E-ISSN: 1865-1356
Edition Number: 1
Number of Pages: XIV, 410
Number of Illustrations: 30 b/w illustrations, 99 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Business Process Management, Computer Applications