Educational data mining: prediction of students' academic performance using machine learning algorithms - Yagci, Mustafa (Smart learning environments, 2022)
Keywords: Academic Achievement; Accuracy; Algorithms; Artificial Intelligence; Classification; Colleges & universities; Computers and Education; Data Analysis; Data mining; Decision analysis; Decision making; Decision trees; Early warning systems; Education; Educational data mining; Foreign Countries; Grades (Scholastic); Learning analytics; Machine learning; Mathematics; Predicting achievement; Prediction; Students; Support vector machines; Tests; Towards enhancing learning using open educational resources; Undergraduate Students; Undergraduate study; Turkey; Predicting achievement; Educational data mining; Learning analytics; Early warning systems; Machine learning