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

Mahsa Pourbafrani, Wil M.P. van der Aalst
2020 arXiv   pre-print
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,
more » ... ve model generation, simulating and validating the models in the form of system dynamics, i.e., a technique for an aggregated simulation. The results of the modules are visualized in the tool for a better interpretation
arXiv:2010.00943v1 fatcat:hog4p7pcc5hojczpdyavkejewe