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Carte 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
Limbă: engleză
Legare: Carte broșată
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
276.36 lei
Process mining techniques can be used to discover, analyze and improve real processes, by extracting...

Informații despre carte

Autor
Jorge Munoz-Gama
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2016
Pagini
202
EAN
9783319494500
ISBN
3319494503
Enbook ID
15194902
Editura
Springer International Publishing AG
Greutate
348
Dimensiuni
234 x 155 x 18

Descriere completă

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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