Outcome Based Education (OBE)

Outcome-Based Education (OBE) provides a structured approach to measuring student learning by aligning assessments with predefined Course Outcomes (COs) and Program Outcomes (POs). This project implements an automated OBE evaluation system that streamlines the process of collecting, analyzing, and mapping student performance data. Internal assessments, assignments, and end-semester examinations are systematically recorded in CO-mapped formats, with attainment levels calculated according to established benchmarks such as those recommended by the NBA. Direct attainment is derived from exam scores using weighted formulas, while indirect attainment is obtained from student feedback surveys, ensuring a comprehensive evaluation of learning effectiveness. The system also performs CO–PO mapping to determine the contribution of each course to program objectives, using numeric mapping strengths to compute overall PO attainment. By digitizing the OBE workflow, the project improves accuracy, transparency, and efficiency in academic performance measurement, enabling departments to continuously monitor and enhance curriculum delivery in line with outcome-based education principles. .