Process Discovery from CASAS Smart Environment Data

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This presentation introduces the CASAS dataset and its application in process mining, emphasizing the transformation of smart environment sensor data into meaningful event logs. We explore key preprocessing techniques, utilize advanced process discovery methods like Alpha and Inductive Miners, and evaluate models based on fitness, simplicity, and noise tolerance. Covering 19 years of smart environment data, the analysis provides insights into human activity modeling, highlighting benefits,...