Corpus ID: 221860379

PMSD: Data-Driven Simulation Using System Dynamics and Process Mining

  title={PMSD: Data-Driven Simulation Using System Dynamics and Process Mining},
  author={M. Pourbafrani and W. V. Aalst},
  • M. Pourbafrani, W. V. Aalst
  • Published 2020
  • Computer Science
  • ArXiv
  • Process mining extends far beyond process discovery and conformance checking, and also provides techniques for bottleneck analysis and organizational mining. However, these techniques are mostly backward-looking. PMSD is a web application tool that supports forward-looking simulation techniques. It transforms the event data and process mining results into a simulation model which can be executed and validated. PMSD includes log transformation, time window selection, relation detection… CONTINUE READING
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