Process Mining In Action

Author: Lars Reinkemeyer
Editor: Springer Nature
ISBN: 3030401723
File Size: 45,86 MB
Format: PDF, ePub
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This book describes process mining use cases and business impact along the value chain, from corporate to local applications, representing the state of the art in domain know-how. Providing a set of industrial case studies and best practices, it complements academic publications on the topic. Further the book reveals the challenges and failures in order to offer readers practical insights and guidance on how to avoid the pitfalls and ensure successful operational deployment. The book is divided into three parts: Part I provides an introduction to the topic from fundamental principles to key success factors, and an overview of operational use cases. As a holistic description of process mining in a business environment, this part is particularly useful for readers not yet familiar with the topic. Part II presents detailed use cases written by contributors from a variety of functions and industries. Lastly, Part III provides a brief overview of the future of process mining, both from academic and operational perspectives. Based on a solid academic foundation, process mining has received increasing interest from operational businesses, with many companies already reaping the benefits. As the first book to present an overview of successful industrial applications, it is of particular interest to professionals who want to learn more about the possibilities and opportunities this new technology offers. It is also a valuable resource for researchers looking for empirical results when considering requirements for enhancements and further developments.
Process Mining in Action
Language: en
Pages: 207
Authors: Lars Reinkemeyer
Categories: Computers
Type: BOOK - Published: 2020-03-14 - Publisher: Springer Nature

This book describes process mining use cases and business impact along the value chain, from corporate to local applications, representing the state of the art in domain know-how. Providing a set of industrial case studies and best practices, it complements academic publications on the topic. Further the book reveals the
Process Mining
Language: en
Pages: 467
Authors: Wil M. P. van der Aalst
Categories: Computers
Type: BOOK - Published: 2016-04-15 - Publisher: Springer

This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded
Interactive Process Mining in Healthcare
Language: en
Pages: 306
Authors: Carlos Fernandez-Llatas
Categories: Medical
Type: BOOK - Published: 2020-10-28 - Publisher: Springer Nature

This book provides a practically applicable guide to the methodologies and technologies for the application of interactive process mining paradigm. Case studies are presented where this paradigm has been successfully applied in emergency medicine, surgery processes, human behavior modelling, strokes and outpatients’ services, enabling the reader to develop a deep
Process Mining in Healthcare
Language: en
Pages: 91
Authors: Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch
Categories: Computers
Type: BOOK - Published: 2015-03-12 - Publisher: Springer

What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based
Process Mining Workshops
Language: en
Pages: 400
Authors: Sander Leemans, Henrik Leopold
Categories: Computers
Type: BOOK - Published: 2021-05-01 - Publisher: Springer Nature

This book constitutes revised selected papers from the International Workshops held at the Second International Conference on Process Mining, ICPM 2020, which took place during October 4-9, 2020. The conference was planned to take place in Padua, Italy, but had to be held online due to the COVID-19 pandemic. The