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

Conformance Checking and Diagnosis in Process Mining

Comparing Observed and Modeled Processes

Autor: Jorge Munoz-Gama
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 147 Kč
Process mining techniques can be used to discover, analyze and improve real processes, by extracting...

Informace o knize

Autor
Jorge Munoz-Gama
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
202
EAN
9783319494500
ISBN
3319494503
Enbook ID
15194902
Vydavatel
Springer International Publishing AG
Hmotnost
348
Rozměry
234 x 155 x 18

Kompletní popis

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.

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