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Wil van der Aalst - Process Mining

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Description

 							
  
  Wil van der Aalst - Process
Mining: Discovery, Conformance and Enhancement of Business 
  
  Publisher: Springer; 2011 edition (April
5, 2011)
  Publication Date: April 5, 2011
  Sold by: Amazon Digital Services LLC 
  
  More and
more information about business processes is recorded by information systems in the form of so-called “event
logs”. Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than
facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only
allows organizations to fully benefit from the information stored in their systems, but it can also be used to check the
conformance of processes, detect bottlenecks, and predict execution problems.
  
  Wil van der Aalst delivers
the first book on process mining. It aims to be self-contained while covering the entire process mining spectrum from
process discovery to operational support. In Part I, the author provides the basics of business process modeling and
data mining necessary to understand the remainder of the book. Part II focuses on process discovery as the most
important process mining task. Part III moves beyond discovering the control flow of processes and highlights
conformance checking, and organizational and time perspectives. Part IV guides the reader in successfully applying
process mining in practice, including an introduction to the widely used open-source tool ProM. Finally, Part V 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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