Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes
Language: English
Published by Springer-Verlag New York Inc, 2016
Series: Book 73 of 231 - Lecture Notes in Business Information Processing
- Softcover
- New
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
AbeBooks seller since January 6, 2003
Condition: New
£ 64.74
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Add to basketItem description from seller
216 pages. 9.25x6.25x0.50 inches. In Stock.
Seller Inventory # x-3319494503
- Title
- Conformance Checking and Diagnosis in Process Mining: Comparing Observed and Modeled Processes
- Author
- Munoz-gama, Jorge
- Publisher
- Springer-Verlag New York Inc
- Publication year
- 2016
- Condition
- Brand New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 3319494503
- ISBN 13
- 9783319494500
- Item weight
- 3.35 kilograms
- Series
- Book 73 of 231: Lecture Notes in Business Information Processing
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.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
Revaluation Books
Exeter, United Kingdom
AbeBooks seller since January 6, 2003
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