… As such, we identified and searched seven major online bibliographic databases, which …
models were applied mainly to courses in the natural sciences field (ie, STEM) (33 studies, …

… Parallel to this, there has been a stream of research that studies why students struggle with
… in a CS or, more generally, STEM context. Mathematics consists of one third of STEM. The “…

… This study aims to provide a step-by-step set of guidelines for educators willing to apply
data mining techniques to predict student success. For this, the literature has been reviewed, …

… Among these 18 literature review articles, we only located … examine the prediction models
of identifying at-risk students in … in STEM education to help instructors or researchers predict …

… students’ CT skills in STEM in our pool (12 studies). It has the advantage of quickly drawing
students’ attention (Bremner, 2013) and providing students … question was to predict the result …

… on how to properly teach younger students. Therefore, in this … Online workshop on AI/ML
techniques, and programming … quite different situations formulated as prediction problems. …

… The literature considered for this study stems from different book … The literature review
provided throughout this article is … for online courses improves the performance of new students. It …

… prediction in MOOCs through a systematic literature review (… not, one could try to predict
whether a student will complete a … relatively recent as is the use of prediction in online courses. …

… Color versions of one or more of the figures in this paper are available online at http://… a
predictor of success for novice learners in higher education: “Although a few of the students have …

… Additionally, these studies use quantitative research methods and mainly target students …
the causes of these events can contribute to predicting the future direction of STEAM education. …