To effectively improve students' performance and help educators monitor students' learning
situations, many colleges are committed to establishing systems that explore the influencing …

Every educational system organizational goal is to provide a good and fruitful knowledge to
the students. Now a days most of the educational institutions are spending most of their time …

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 …

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 …

Applying data mining for improving the outcomes of the educational process has become
one of the most significant areas of research. The most important corner stone in the …

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 …

Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …

The field of Educational Data Mining concentrates on prediction more often as compared to
generating exact results for future purpose. In order to keep track of the changes occurring in …

Quality Education has been declared as one of the seventeen sustainable development
goals of the United Nations [1]. Increased development of technology [2] and access to high …

With the development of university campus informatization, effective information mined from
fragmented data can greatly improve the management levels of universities and the quality …