Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers: 468 (Lecture Notes in Business Information Processing) - Softcover

Softcover

ISBN 10: 3031278143 ISBN 13: 9783031278143

Verlag: Springer, 2023

Inhaltsangabe

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)

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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)

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 3031278143
• ISBN 13: 9783031278143
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 606
• Herausgeber: Senderovich Arik, Montali Marco, Weidlich Matthias
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Deutschland