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Conformance Checking and Diagnosis in Process Mining by Jorge Munoz-Gama
Conformance Checking and Diagnosis in Process Mining by Jorge Munoz-Gama
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Conformance Checking and Diagnosis in Process Mining

Comparing Observed and Modeled Processes
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Description

Process mining techniques can be used to discover, analyze and improve real processes, by extracting models from observed behavior. The aim of this book is conformance checking, one of the main areas of process mining. In conformance checking, existing process models are compared with actual observations of the process in order to assess their quality. Conformance checking techniques are a way to visualize the differences between assumed process represented in the model and the real process in the event log, pinpointing possible problems to address, and the business process management results that rely on these models. This book combines both application and research perspectives. It provides concrete use cases that illustrate the problems addressed by the techniques in the book, but at the same time, it contains complete conceptualization and formalization of the problem and the techniques, and through evaluations on the quality and the performance of the proposed techniques. Hence, this book brings the opportunity for business analysts willing to improve their organization processes, and also data scientists interested on the topic of process-oriented data science.
Release date Australia
November 25th, 2016
Audience
  • Professional & Vocational
Edition
1st ed. 2016
Illustrations
90 Illustrations, black and white; XIV, 202 p. 90 illus.
Pages
202
Dimensions
155x235x12
ISBN-13
9783319494500
Product ID
26207045

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