Process Mining Workshops ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers

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...

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Hlavní autoři: Munoz-Gama, Jorge, Lu, Xixi
Médium: E-kniha
Jazyk:angličtina
Vydáno: Cham Springer Nature 2022
Springer International Publishing AG
TU Eindhoven
Vydání:1
Edice:Lecture Notes in Business Information Processing
Témata:
Business and Management
Business mathematics and systems
Business Process Management
Computing and Information Technology
Conformance Checking
Data mining
Data processing Computer science
Data Science
Decision Support Systems
Economics, Finance, Business and Management
Event Data
Information Systems
Information technology: general topics
Information technology—Management
Machine Learning
Open Access
Petri Nets
Predictive Process Monitoring
Process Analytics
Process Discovery
Process Mining
Process Querying
Streaming Analytics
ISBN:3030985814, 9783030985813, 9783030985806, 3030985806
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Shrnutí: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.
ISBN:3030985814
9783030985813
9783030985806
3030985806
DOI:10.1007/978-3-030-98581-3