Romdhoni RD, Majid NWA, Permatasari AF. Machine Learning-Based Early Warning for Student Dropout: Evidence from LMS Behavioral Engagement Patterns in Online Higher Education. JOIVE. 2026;9(2):55-66. doi:10.20961/joive.v9i2.3508