Browsing Yayın Koleksiyonu by Author "Yağcı, Mustafa"

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Educational data mining: prediction of students’ academic performance using machine learning algorithms

Yağcı, Mustafa (Springer Open, 2022)

Educational data mining has become an efective tool for exploring the hidden relationships in educational data and predicting students’ academic achievements. This study proposes a new model based on machine learning ...
The Effect of Web Pedagogical Content Knowledge and Study Approach on Academic Achievement in Web-Based Learning

Yağcı, Mustafa (Çukurova Üniversitesi, 2020)

The aim of this study is to examine the effect of web pedagogical content knowledge (WPCK) and learning styles on the academic achievement of students in web -based learning. The research was conducted with 49 students (25 ...