A Primer on Process Mining Practical Skills with Python and Graphviz /

• Main Author: Ferreira, Diogo R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: SpringerBriefs in Information Systems,
• Subjects: Business.; Management information systems.; Industrial management.; Application software.; Business and Management.; Business Process Management.; Information Systems Applications (incl. Internet).; Computer Appl. in Administrative Data Processing.

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...

Table of Contents:

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