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

• Other Authors: Montali, Marco (Editor), Senderovich, Arik (Editor), Weidlich, Matthias (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Cham Springer Nature 2023
• Series: Lecture Notes in Business Information Processing
• Subjects: Data mining; Business mathematics & systems; Machine learning; Information technology: general issues; Health & safety aspects of IT; process mining; process discovery; process analytics; process querying; conformance checking; predictive process monitoring; data science; knowledge graphs; event data; streaming analytics; machine learning; deep learning; business process management; health informatics
• Online Access: DOAB: download the publication; DOAB: description of the publication

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)