ABSTRACT Students' Academic Performance (SAP) is an important metric in determining
the status of students in any academic institution. It allows the instructors and other …

In today's educational system, performances of students are mainly based on tests,
assignments, attendance, quizzes and final examination. It is at the end of this exercise that …

The amount and variety of student data collected by the higher education institution, together
with the potential of Educational Data Mining and analytics, provide a potential for the …

Data mining (DM) is gaining significant importance these days because of the flow and
accumulation of data from various sources and fields; it has been estimated that the world's …

Based on their skills and interests, students' success in courses may differ greatly. Predicting
student success in courses before they take them may be important. For instance, students …

Today, the achievement of the graduate profile competencies is very important evidence that
shows the quality of university programs. However, universities must wait for their students to …

In the era of big data and artificial intelligence, the Smart Classroom, a new type of
classroom, is becoming popular in primary and secondary schools. Meanwhile, the …

Tujuan utama perguruan tinggi adalah memberikan pendidikan yang berkualitas kepada
para mahasiswanya. Salah satu cara untuk mencapai tingkat kualitas tertinggi adalah …

All praises and thanks are due unto Allah, the Almighty, and the Giver of opportunities,
without His permission and approval I would not have been able to get to this level. My …

Students' Academic Performance (SAP) is an important metric in determining the status of
students in any academic institution. It allows the instructors and other education managers …