Machine learning is emerging nowadays as an important tool for decision support in many
areas of research. In the field of education, both educational organizations and students are …

Today, educational institutions produce large amounts of data with the deployment of
learning management systems. These large datasets provide an untapped potential to …

Outcome-based education (OBE) is a well-proven teaching strategy based upon a
predefined set of expected outcomes. The components of OBE are Program Educational …

University education has become an integral and basic part of most people preparing for
working life. However, placement of students into the appropriate university, college, or …

In this article, we provide an approach to solve the problem of academic specialty selection
in higher educational institutions with Ukrainian entrants as our target audience. This …

Selecting the appropriate undergraduate program is a critical decision for students. Many
elements influence this choice for secondary students, including financial, social …

After passing the 10th class, every student is eager to know which educational program will
be the best for their higher education to match their career goal. Sometimes, they are very …

Aiming at the problems of cold start and data sparsity in the process of traditional education
resource matching, a resource matching model based on machine learning is designed to …

Student achievement prediction is one of the most important research directions in
educational data mining. Student achievement directly reflects students' course mastery and …

During graduate education, postgraduates have to spend considerable time finding papers
to explore the development branches of their field. However, existing paper …