The recommendation is an active area of scientific research; it is also a challenging and fundamental problem in online education. However, classical recommender systems usually suffer from item cold-start issues. Besides, unlike other fields like e-commerce or entertainment, e-learning recommendations must ensure that learners have the adequate…

Curriculum prerequisite networks have a central role in shaping the course of university programs. The analysis of prerequisite networks has attracted a lot of research interest recently since designing an appropriate network is of great importance both academically and economically. It determines the learning goals of the program and also has a…

Mathematics requirements are a significant barrier to completing a college credential for many college students. In an effort to change the tide, colleges across the country are working to implement mathematics pathways, which encourages all students to enroll in one of several college-level mathematics courses that best aligns with their chosen…