Background: Facilitating an effective learning process is the goal of higher education
institutions. Despite improvement in curriculum and resources, many students cannot …

Graduating on time is one of the indicators in the achievement and ranking of educational
institutions. The achievement of graduating on time in educational institutions is essential to …

Study program of Information Systems is one of the existing study programs at Telkom
University which has produced many graduates until 2017. However, not all graduates …

Abstract Bumigora University College there are several things that are not balanced
between the entry and exit of students who have completed their studies. Students who …

Nowadays, the application of data mining is widely prevalent in the education system. The
ability of data mining to obtain meaningful information from meaningless data makes it very …

Data mining has a very important role in the world of education that can help educational
institutions in predicting and making decisions related to student's academic status. In …

This study aims to predict a student's graduation on time (GOT) using machine learning
algorithms. We applied five different machine learning algorithms, namely Random Forest …

Study program performance can be seen from the achievement of accreditation status,
where one of the assessment instruments related to the graduate profile is the length of …

In most universities, the number of students who graduated on time reflect tremendously on
their operation costs. In such cases, the high number of graduate-on-time or GOT students …

Graduation Information is important for Universitas Multimedia Nusantara which engaged in
education. The data of graduated students from each academic year is an important part as …