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Mining and Re-engineering Transactional Workflows for Reliable Executions

  • Walid Gaaloul
  • Sami Bhiri
  • Armin Haller
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4801)

Abstract

A continuous evolution of business process parameters, constraints and needs, hardly foreseeable initially, requires from the business process management systems a continuous design and a reliable process model. In this paper, we are interested in developing a reactive design through a process log analysis ensuring process re-engineering and execution reliability.

We propose to analyse workflow logs to discover workflow transactional behavior and to improve and correct related recovery mechanisms subsequently. Our approach starts by collecting workflow logs. Then, we build, by statistical analysis techniques, an intermediate representation specifying elementary dependencies between activities. These dependencies are refined to mine the transactional workflow model. The analysis of the discrepancies between the discovered model and the initially designed model enables us to detect design gaps, concerning particularly the recovery mechanisms. Thus, based on this mining step, we apply a set of rules on the initially designed workflow to improve workflow reliability.

Keywords

Credit Card Semantic Relation Recovery Mechanism Semantic Rule Failed Activity 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Walid Gaaloul
    • 1
  • Sami Bhiri
    • 1
  • Armin Haller
    • 1
  1. 1.DERI – National University of Ireland, IDA Business Park, GalwayIreland

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