Conformance Checking and Diagnosis in Process Mining

Language: English

Published by Springer, Springer Nov 2016, 2016

3319494503 / 9783319494500

Series: Book 73 of 231 - Lecture Notes in Business Information Processing

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 216 pp. Englisch.…

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Title
Conformance Checking and Diagnosis in Process Mining
Author
Jorge Munoz-Gama
Publisher
Springer, Springer Nov 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319494503
ISBN 13
9783319494500
Item weight
335 grams
Dimensions
235x155x12 mm
Series
Book 73 of 231: Lecture Notes in Business Information Processing

buchversandmimpf2000

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