Conformance Checking Relating Processes and Models /

• Main Authors: Carmona, Josep (Author, http://id.loc.gov/vocabulary/relators/aut), van Dongen, Boudewijn (http://id.loc.gov/vocabulary/relators/aut), Solti, Andreas (http://id.loc.gov/vocabulary/relators/aut), Weidlich, Matthias (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Application software.; Management information systems.; Industrial management.; Data mining.; Big data.; Information Systems Applications (incl. Internet).; Business Process Management.; Data Mining and Knowledge Discovery.; Big Data/Analytics.; Computer Appl. in Administrative Data Processing.

This book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and a...

Table of Contents:

• 1 Introduction to Conformance Checking
• 2 The Basics of Processes and Models
• 3 Quality Dimensions for Relating Processes and Models
• 4 A First Take on Conformance Checking
• 5 Preliminaries to Conformance Checking
• 6 Preparation
• 7 Aligning Event Data and Process Models
• 8 Interpreting Alignments
• 9 Advanced Alignment Techniques
• 10 Understanding Processes
• 11 Improving Processes Using Conformance Checking
• 12 Conformance Checking Software
• 13 Epilogue
• References
• Index.