Process Mining Data Science in Action /

• Main Author: van der Aalst, Wil (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Edition: 2nd ed. 2016.
• Subjects: Computer science.; Information technology.; Business > Data processing.; Software engineering.; Computer logic.; Information storage and retrieval.; Application software.; Computer Science.; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; IT in Business.; Software Engineering.; Logics and Meanings of Programs.; Computer Appl. in Administrative Data Processing.

This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerabl...

Table of Contents:

• Introduction
• Preliminaries
• From Event Logs to Process Models
• Beyond Process Discovery
• Putting Process Mining to Work
• Reflection
• Epilogue.