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Del 433 - Lecture Notes in Business Information Processing
Process Mining Workshops
ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers
Häftad, Engelska, 2022
435 kr
Skickas inom 10-15 vardagar
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.
Häftad, Engelska, 2026
552 kr
Kommande
In this book, we offer a comprehensive and structured guide through the various stages of a process mining initiative. By initiative, we mean a substantial effort to leverage process mining techniques and tools for the analysis and potential improvement of business processes. As such, the book encompasses everything from the initial setup of the initiative to the translation of the analysis results to process improvement. Each phase is supported with methodical approaches grounded in research findings to support organizations in becoming more proficient in their process mining activities. Finally, it will also discuss how an organization can establish process mining as its own capability with the help of a maturity model.With a strong emphasis on practical applications, this book goes beyond mere methodical support. Every chapter presents at least one real-world application, illustrating the principles with concrete examples and use cases from the public and private sector. This approach not only enhances the learning experience but also provides readers with tangible insights into how process mining can effectively be implemented and leveraged in real business scenarios.This book will be an essential resource for anyone looking to harness the power of process mining to transform business operations, offering a blend of insightful research and practical, hands-on guidance for successfully executing process mining initiatives.