Primer on Process Mining

Name: Primer on Process Mining
Brand: Springer Nature Switzerland AG
SKU: 9783030418182
Price: 290.21 PLN
Availability: InStock

Practical Skills with Python and Graphviz

Autor: Diogo R. Ferreira

Język:

Oprawa: Miękka

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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290.21 zł

The main goal of this book is to explain the core ideas of process mining, and to demonstrate how th...

Informacje o książce

Autor

Diogo R. Ferreira

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2020

strony

EAN

9783030418182

Enbook ID

25610113

Wydawca

Springer Nature Switzerland AG

Waga

454

Wymiary

155 x 235 x 7

Pełny opis

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.

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Primer on Process Mining

Practical Skills with Python and Graphviz

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