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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 levels of 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.
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 levels of 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.
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Business Process Management - 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 -- September 3, 2015, Proceedings (Paperback, 1st ed. 2015)
Hamid Reza Motahari-Nezhad, Jan Recker, Matthias Weidlich
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R3,049
Discovery Miles 30 490
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 13th International
Conference on Business Process Management, BPM 2015, held in
Innsbruck, Austria, in August/September 2015. The 21 regular
papers, 7 short papers and 2 inductrial papers included in this
volume were carefully reviewed and selected from 125 submissions.
The papers are organized in topical sections on runtime process
management, process modeling, process modeling discovery, business
process models and analytics, BPM in industry, process compliance
and deviations, energing and practical areas of BPM, and process
monitoring.
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