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Process Analytics
Hamid Reza Motahari-Nezhad (Gebundene Ausgabe, Englisch)
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Beschreibung
This book starts with an introduction to process modeling and process paradigms, then explains how to query and analyze process models, and how to analyze the process execution data. In this way, readers receive a comprehensive overview of what is needed to identify, understand and improve business processes.The book chiefly focuses on concepts, techniques and methods. It covers a large body of… knowledge on process analytics – including process data querying, analysis, matching and correlating process data and models – to help practitioners and researchers understand the underlying concepts, problems, methods, tools and techniques involved in modern process analytics. Following an introduction to basic business process and process analytics concepts, it describes the state of the art in this area before examining different analytics techniques in detail. In this regard, the book covers analytics over different levelsof process abstractions, from process execution data and methods for linking and correlating process execution data, to inferring process models, querying process execution data and process models, and scalable process data analytics methods. In addition, it provides a review of commercial process analytics tools and their practical applications.The book is intended for a broad readership interested in business process management and process analytics. It provides researchers with an introduction to these fields by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in business process management to graduate courses in business process analytics. Lastly, it offers professionals a reference guide to the state of the art in commercial tools and techniques, complemented by many real-world use case scenarios. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
04.04.2016
Sprache
Englisch
EAN
9783319250366
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Hamid Reza Motahari-Nezhad
Seitenanzahl
178
Einbandart
Gebundene Ausgabe
Buch Untertitel
Concepts and Techniques for Querying and Analyzing Process Data
Schlagwörter
BPM-Business Process Management, Process Analytics, Process Mining, Big Data, OLAP-Online Analytical Processing, BPMN, Query Processing, Process Monitoring
Thema-Inhalt
UX - Angewandte Informatik
KJQ - Wirtschaftsmathematik und -informatik, IT-Management
UXJ - Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
UNF - Data Mining
UYQE - Wissensbasierte Systeme, Expertensysteme
UN - Datenbanken
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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