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Books > Computing & IT > Applications of computing > Databases > Data mining
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Process Analytics - Concepts and Techniques for Querying and Analyzing Process Data (Hardcover, 1st ed. 2016)
Loot Price: R2,637
Discovery Miles 26 370
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Process Analytics - Concepts and Techniques for Querying and Analyzing Process Data (Hardcover, 1st ed. 2016)
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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.
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