This study aims to determine a predictive model to learn students probability to pass their
courses taken at the earliest stage of the semester. To successfully discover a good …

Student outcomes are of great importance in higher education institutions. Accreditation
bodies focus on them as an indicator to measure the performance and effectiveness of the …

This paper highlights important issues of higher education system such as predicting
student's academic performance. This is trivial to study predominantly from the point of view …

Educational institutions like universities and schools are now using Machine Learning to
predict student performance. With the help of Educational Mining, analysts can now review …

Data Mining provides powerful techniques for various fields including education. The
research in the educational field is rapidly increasing due to the massive amount of students' …

Predicting students' academic performance is of great concern for both students and
educational institutions. Drawing on the prediction of learning outcome, lecturers and …

Data science and machine learning, over the years have proven very well-organized and
significant in many sectors including education. Machine learning is an aspect of artificial …

The universities and institutes produce a large amount of student data that can be used in a
disciplinary way and useful information can be extracted by using an automated approach …

Supporting the goal of higher education to produce graduation who will be a professional
leader is a crucial. Most of universities implement intelligent information system to support in …

Recently, educational institutions faced many challenges. One of these challenges is the
huge amount of educational data that can be used to discover new insights that have a …