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

Conformance Checking and Diagnosis in Process Mining

Comparing Observed and Modeled Processes

Szerző: Jorge Munoz-Gama
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
19 373 Ft
Process mining techniques can be used to discover, analyze and improve real processes, by extracting...

Információk a könyvről

Szerző
Jorge Munoz-Gama
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
202
EAN
9783319494500
ISBN
3319494503
Enbook ID
15194902
Kiadó
Springer International Publishing AG
Súly
348
Méretek
234 x 155 x 18

Teljes leírás

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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