Skip to main navigation Skip to search Skip to main content

A workflow mining tool based on logs statistical analysis

  • LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

As more and more Workflow management systems (WfMS)s log every event occurring during the process execution, customers become increasingly interested in managing process executions Specifically, there is a desire for getting more visibility into process executions to be able to quickly spot problems Our contribution is an original statistical technique to discover workflow patterns from event-based logs Indeed, our approach is characterised by a "local" workflow patterns discovery that allows to cover partial results through a dynamic programming algorithm Furthermore, we improve the discovery of the activities concurrent behaviour by proposing a dynamic mechanism of logs window sliding Our approach has been implemented within the ProM framework, as a plug-in.

Original languageEnglish
Title of host publication18th International Conference on Software Engineering and Knowledge Engineering, SEKE 2006
Pages595-600
Number of pages6
Publication statusPublished - 1 Dec 2006
Externally publishedYes
Event18th International Conference on Software Engineering and Knowledge Engineering, SEKE 2006 - San Francisco Bay, CA, United States
Duration: 5 Jul 20067 Jul 2006

Publication series

Name18th International Conference on Software Engineering and Knowledge Engineering, SEKE 2006

Conference

Conference18th International Conference on Software Engineering and Knowledge Engineering, SEKE 2006
Country/TerritoryUnited States
CitySan Francisco Bay, CA
Period5/07/067/07/06

Keywords

  • Business process analysis
  • Business process intelligence
  • Workflow mining
  • Workflow patterns

Fingerprint

Dive into the research topics of 'A workflow mining tool based on logs statistical analysis'. Together they form a unique fingerprint.

Cite this