Process Mining Discovery, Conformance and Enhancement of Business Processes

Process Mining Discovery, Conformance and Enhancement of Business Processes / by Wil M. P. van der Aalst.

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...

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Bibliographic Details
Main Author: van der Aalst, Wil M. P. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edition:1st ed. 2011.
Series:Springer eBook Collection.
Subjects:
Application software.
Information storage and retrieval.
Information technology.
Business—Data processing.
Software engineering.
Computer logic.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction
  • Process Modeling and Analysis
  • Data Mining
  • Getting the Data
  • Process Discovery: An Introduction
  • Advanced Process Discovery Techniques
  • Conformance Checking
  • Mining Additional Perspectives
  • Operational Support
  • Tool Support
  • Analyzing “Lasagna Processes”
  • Analyzing “Spaghetti Processes”
  • Cartography and Navigation
  • Epilogue.-.

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