ISBN: 9783030418199
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. In this second edition the code snippets have been updated to Python 3, and some smaller errors have been corrected. The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed. Books > Business and Management eBook, Springer Shop
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2020, ISBN: 9783030418199
Practical Skills with Python and Graphviz, eBooks, eBook Download (PDF), 2nd ed. 2020, [PU: Springer International Publishing], Springer International Publishing, 2020
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2020, ISBN: 9783030418199
Practical Skills with Python and Graphviz, eBooks, eBook Download (PDF), Auflage, [PU: Springer-Verlag], [ED: 2], Springer-Verlag, 2020
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2020, ISBN: 9783030418199
Practical Skills with Python and Graphviz, [ED: 2], Auflage, eBook Download (PDF), eBooks, [PU: Springer-Verlag]
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ISBN: 9783030418199
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer sc… Mehr…
2020, ISBN: 9783030418199
Practical Skills with Python and Graphviz, eBooks, eBook Download (PDF), 2nd ed. 2020, [PU: Springer International Publishing], Springer International Publishing, 2020
2020
ISBN: 9783030418199
Practical Skills with Python and Graphviz, eBooks, eBook Download (PDF), Auflage, [PU: Springer-Verlag], [ED: 2], Springer-Verlag, 2020
2020, ISBN: 9783030418199
Practical Skills with Python and Graphviz, [ED: 2], Auflage, eBook Download (PDF), eBooks, [PU: Springer-Verlag]
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Detailangaben zum Buch - A Primer on Process Mining
EAN (ISBN-13): 9783030418199
Erscheinungsjahr: 2020
Herausgeber: Springer-Verlag
Buch in der Datenbank seit 2020-02-16T19:12:47+01:00 (Vienna)
Detailseite zuletzt geändert am 2022-04-18T17:54:49+02:00 (Vienna)
ISBN/EAN: 9783030418199
ISBN - alternative Schreibweisen:
978-3-030-41819-9
Daten vom Verlag:
Autor/in: Diogo R. Ferreira
Titel: SpringerBriefs in Information Systems; A Primer on Process Mining; A Primer on Process Mining - Practical Skills with Python and Graphviz
Verlag: Springer; Springer International Publishing
96 Seiten
Erscheinungsjahr: 2020-02-27
Cham; CH
Sprache: Englisch
58,84 € (DE)
60,50 € (AT)
65,00 CHF (CH)
Available
X, 96 p. 10 illus. in color.
EA; E107; eBook; Nonbooks, PBS / Wirtschaft/Management; Wirtschaftsmathematik und -informatik, IT-Management; Verstehen; Process Mining; Business Process Management; Business Intelligence; Python; Graphviz; Information Systems; C; Business Process Management; Information Systems Applications (incl. Internet); Computer Appl. in Administrative Data Processing; Business Process Management; Computer and Information Systems Applications; Computer Application in Administrative Data Processing; Business and Management; Angewandte Informatik; Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften; BC
Diogo R. FerreiraExplains the fundamental ideas of process mining in simple and practical terms
Illustrates the approach by using two widely available tools, Python and Graphviz
Intended for practitioners and students alike, for self-study or as a precursor to a more advanced text
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