Diogo R. Ferreira: A Primer on Process Mining

Cover: 9783030418182 | A Primer on Process Mining | Practical Skills with Python and Graphviz

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

59,60 €*

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 2-4 Werktage

Kategorien:

Der Artikel ist nicht in deutscher Sprache verfasst.
Die Sprache der Produktbeschreibung und Details kann in Englisch angegeben sein. Sollten Sie Verständnisprobleme haben, wenden Sie sich gerne an uns.

Beschreibung

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.

Über den Autor

Diogo R. Ferreira is Professor of Information Systems at the University of Lisbon, where he specializes on process mining, data analysis, and systems integration. He has been recognized several times for his pedagogical approach while teaching those subjects to computer science and other engineering students. He has supervised about thirty graduate students, and is the author of numerous publications. He has a particular interest in understanding processes (just about any kind of process) from the analysis of real-world event data.

Zusammenfassung

Explains 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

Inhaltsverzeichnis

Event Logs.- Control-Flow Perspective.- Organizational Perspective.- Performance Perspective.- Process Mining in Practice.

Details

Erscheinungsjahr:	2020
Fachbereich:	Anwendungs-Software
Genre:	Informatik , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	x 96 S. 10 farbige Illustr. 96 p. 10 illus. in color.
ISBN-13:	9783030418182
ISBN-10:	3030418189
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Ferreira, Diogo R.
Auflage:	Second Edition 2020
Hersteller:	Springer International Publishing
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 7 mm
Von/Mit:	Diogo R. Ferreira
Erscheinungsdatum:	28.02.2020
Gewicht:	0,178 kg

Artikel-ID: 117961516