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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
Väzba: Brožovaná
Vydavateľ: Springer International Publishing AG
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
50.18 €
Process mining techniques can be used to discover, analyze and improve real processes, by extracting...

Informácie o knihe

Autor
Jorge Munoz-Gama
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2016
Stránok
202
EAN
9783319494500
ISBN
3319494503
Enbook ID
15194902
Vydavateľ
Springer International Publishing AG
Hmotnosť
348
Rozmery
234 x 155 x 18

Kompletný 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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