Corpus ID: 221860379

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

@article{Pourbafrani2020PMSDDS,
  title={PMSD: Data-Driven Simulation Using System Dynamics and Process Mining},
  author={M. Pourbafrani and W. V. Aalst},
  journal={ArXiv},
  year={2020},
  volume={abs/2010.00943}
}

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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