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Process Mining - Data Science in Action (Hardcover, 2nd ed. 2016)
Loot Price: R2,629
Discovery Miles 26 290
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Process Mining - Data Science in Action (Hardcover, 2nd ed. 2016)
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This is the second edition of Wil van der Aalst's seminal book on
process mining, which now discusses the field also in the broader
context of data science and big data approaches. It includes
several additions and updates, e.g. on inductive mining techniques,
the notion of alignments, a considerably expanded section on
software tools and a completely new chapter of process mining in
the large. It is self-contained, while at the same time covering
the entire process-mining spectrum from process discovery to
predictive analytics. After a general introduction to data science
and process mining in Part I, Part II provides the basics of
business process modeling and data mining necessary to understand
the remainder of the book. Next, Part III focuses on process
discovery as the most important process mining task, while Part IV
moves beyond discovering the control flow of processes,
highlighting conformance checking, and organizational and time
perspectives. Part V offers a guide to successfully applying
process mining in practice, including an introduction to the widely
used open-source tool ProM and several commercial products. Lastly,
Part VI takes a step back, reflecting on the material presented and
the key open challenges. Overall, this book provides a
comprehensive overview of the state of the art in process mining.
It is intended for business process analysts, business consultants,
process managers, graduate students, and BPM researchers.
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