Procedia Computer Science · 2019 · 36 citations · 12 references
BusinessInformation SystemsInformation TechnologyBusiness Process ManagementData VisualizationInternet Of ThingsBusiness Process AnalysisProcess AnalysisProcess DigitizationProcess Flow AnalysisProcess ManagementProcess MiningBusiness Process DigitizationExplanatory Case StudyProcess Mining In EducationProcess Mining Visualization
Digitization relies on emerging technologies driven by Internet of Things. This not only affects businesses, but also the entire society: smart homes, smart agriculture, and intelligent transportation. The connection of “things” under the same umbrella applies also in education through massive open online courses (MOOCs). Each industry should adapt to the changes brought by Digital Era. This paper makes an introduction to the challenges that come together with Industry 4.0 and proposes Process Mining techniques as a new approach for business process analysis in order to support companies to rapidly adapt to market changes by offering customized solutions for customers. The study provides a brief overview of Industry 4.0 and gradually introduces Process Mining as a purview of Industry 4.0. A case study approach is used to confirm the advantages brought by Process Mining. Different types of graphical visualization describing both control-flow and resource perspectives are also presented.
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Yongxin Liao, Fernando Deschamps, Eduardo de Freitas Rocha Loures et al. · International Journal of Production Research · 2017 · 2K citations
Engineering, Industrial Engineering, Manufacturing Engineering +10
ProM : the process mining toolkit
Wil M. P. van der Aalst, Boudewijn F. van Dongen, CW Christian Günther et al. · BPM (Demos) · 2009 · 288 citations