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2026. A Pilot Study on Machine Learning Models for Predicting Student Pass/Fail Outcomes Using LMS Activity Logs and Interactive Dashboard Analytics. Indonesian Journal of Data and Science. 7, 2 (Jul. 2026), 183–189. DOI:https://doi.org/10.56705/ijodas.v7i2.415.