A Primer on Process Mining

Practical Skills with Python and Graphviz

Diogo R. Ferreira


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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.

Détails
Auteur
Diogo R.  Ferreira
Marque
Springer
Collection
SpringerBriefs in Information Systems
Parution
2020-02-27
Pages
96 pages
EAN papier
9783030418182
Langue
Anglais
Informations ebook
EAN PDF
9783030418199
Prix
73,84 €
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Nb pages copiables 0
Nb pages imprimables 9
Taille du fichier 2806 Ko
Ce livre est accessible aux handicaps   Informations sur l'accessibilité
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Defaut-Illustration Diogo R. Ferreira
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