Process Mining

Discovery, Conformance and Enhancement of Business Processes

By Wil M. P. van der Aalst

Process Mining Cover Image

The first to cover this missing link between data mining and process modeling, this book provides real-world techniques for monitoring and analyzing processes in real time. It is a powerful new tool destined to play a key role in business process management.

Full Description

  • ISBN13: 978-3-6421-9344-6
  • 372 Pages
  • User Level: Science
  • Publication Date: April 5, 2011
  • Available eBook Formats: PDF
  • eBook Price: $69.95
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Full Description
Table of Contents

Table of Contents

  1. Introduction.
  2. Process Modeling and Analysis.
  3. Data Mining.
  4. Getting the Data.
  5. Process Discovery: An Introduction.
  6. Advanced Process Discovery Techniques.
  7. Conformance Checking.
  8. Mining Additional Perspectives.
  9. Operational Support.
  10. Tool Support.
  11. Analyzing “Lasagna Processes”.
  12. Analyzing “Spaghetti Processes”.
  13. Cartography and Navigation.
  14. Epilogue.
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