Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes: 270 (Lecture Notes in Business Information Processing) - Tapa blanda

Libro 73 de 231: Lecture Notes in Business Information Processing

Munoz-Gama, Jorge

 
9783319494500: Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes: 270 (Lecture Notes in Business Information Processing)
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ISBN 10: 3319494503 ISBN 13: 9783319494500
Editorial: Springer, 2016

Sinopsis

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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De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2016
Idioma
Inglés
ISBN 10 
3319494503
ISBN 13 
9783319494500
Encuadernación
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Número de edición
1
Número de páginas
216
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783319494524: Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes

Edición Destacada

ISBN 10:  331949452X ISBN 13:  9783319494524
Editorial: Springer, 2016
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