Integrating machine learning and workflow management to support acquisition and adaptation of workflow models

  title={Integrating machine learning and workflow management to support acquisition and adaptation of workflow models},
  author={Joachim Herbst and Dimitris Karagiannis},
  journal={Int. Syst. in Accounting, Finance and Management},
Current workflow management systems (WFMS) offer little aid for the acquisition of workflow models and their adaptation to changing requirements. To suppo rt these activities we propose to apply techniques from machine learning, which enable an inductive app roach to workflow acquisition and adaptation. We present a machine learning component that combines two different machine learning algorithms: the first one induces the structure of sequential workflows an d the second one is responsible… CONTINUE READING
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