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Auflistung nach Schlagwort "Business process simulation"

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  • Zeitschriftenartikel
    Business Process Simulation on Procedural Graphical Process Models
    (Business & Information Systems Engineering: Vol. 63, No. 5, 2021) Rosenthal, Kristina; Ternes, Benjamin; Strecker, Stefan
    Business process simulation marks an essential technique for analyzing business processes and for reasoning about process improvement. With first contributions dating back to the mid-1990s, computerized business process simulation has been a continuing research focus and is widely acknowledged as foundational to Business Process Management research and practice. Reviewing contributions to the field published between 1990 and 2018, the authors assess the state of research on business process simulation and develop an organizing overview of research contributions discussing simulation approaches, tool support, results visualization, use context, application purposes, and adoption barriers. Findings inform future research on business process simulation by discussing paths for behavioral research on the use of business process simulation, user requirements, and adoption barriers as well as complementary paths for design science research addressing limitations of present approaches and simulation tool support.
  • Zeitschriftenartikel
    The Use of Process Mining in Business Process Simulation Model Construction
    (Business & Information Systems Engineering: Vol. 58, No. 1, 2016) Martin, Niels; Depaire, BenoƮt; Caris, An
    The paper focuses on the use of process mining (PM) to support the construction of business process simulation (BPS) models. Given the useful BPS insights that are available in event logs, further research on this topic is required. To provide a solid basis for future work, this paper presents a structured overview of BPS modeling tasks and how PM can support them. As directly related research efforts are scarce, a multitude of research challenges are identified. In an effort to provide suggestions on how these challenges can be tackled, an analysis of PM literature shows that few PM algorithms are directly applicable in a BPS context. Consequently, the results presented in this paper can encourage and guide future research to fundamentally bridge the gap between PM and BPS.