| Feature | Description | |---------|-------------| | | Role-based view (student, advisor, HoD, Dean) with summary cards: total students monitored, at-risk counts, pending interventions. | | Academic Alerts | Automatic triggers when a student’s Continuous Assessment (CA) score falls below 40% (Yellow) or 30% (Red) before final exams. | | Attendance Tracking | Links with lecture/lab attendance records; alerts if attendance drops below 80% for two consecutive weeks. | | Assignment Submission | Monitors missing quizzes, tests, or projects via LMS integration (initially Moodle, now also Microsoft Teams). | | Intervention Log | Advisors can record meetings, recommendations, and follow-up actions directly in the system. | | Predictive Analytics | (2022 onward) Machine learning model predicts final exam performance based on CA, attendance, past GPA. | | Bulk Reporting | Generates faculty-wide reports on at-risk cohorts, course performance trends, and intervention effectiveness. |
Students still at the Research Proposal stage are generally not required to use i-Monitor and may submit manual forms, though they can use it for logbooks and appointments. Support Resources i-monitor iium
: Allows researchers to catalog supervisory interactions throughout the semester. Key System Features | Feature | Description | |---------|-------------| | |
The i-Monitor system is a testament to IIUM’s commitment to "The Garden of Knowledge and Virtue". By digitizing the monitoring of industrial training, the university not only improves administrative efficiency but also ensures that every student’s professional journey is supported by a framework of transparency and academic excellence. | | Assignment Submission | Monitors missing quizzes,