Papers by Fatima-zahrae Aouane
This research uses machine learning to predict students’success or failure based on their histori... more This research uses machine learning to predict students’success or failure based on their historical and demographic data. Two well-known machine learning algorithms were employed on educational datasets. These techniques are KNN ‘K-Nearest Neighbors’ and Decision Tree. The results indicate that these machine learning algorithms were successful in predicting students’ performance, which validate the potential of using them to obtain accurate understanding of the learning and teaching processes and
methodologies
Radicalization is a complex phenomenon that presents an interesting aspect: in order to prevent i... more Radicalization is a complex phenomenon that presents an interesting aspect: in order to prevent it, people often resort to employing radicalized procedures and methods. This short article is a sort of reflection on how radicalized people are influenced, and can influence others.
There is an enormous need for education to teach students what are termed 21 st-century skills. O... more There is an enormous need for education to teach students what are termed 21 st-century skills. One might ask why this sudden shift and attention are given to certain skills. Reality provides an answer. In the job market, for instance, the traditional way of teaching seems to produce more jobless people simply because the requirements of the economy do not match the desired result of 12years, at the minimum, of learning in schools. Why do not we update the methods of teaching? People say, "If it is not broken, do not fix it." Actually, it is broken. Therefore, teachers attempt to focus on the teaching of 21 st-century skills through some strategies and techniques. In this study, the researcher investigates the existence of 21 stcentury skills, mainly the Four Cs; Critical thinking, Creativity, Collaboration, and Communication, and the effectiveness of some strategies used to promote these skills.
Drafts by Fatima-zahrae Aouane
Fate Vs. Free will, 2023
In a world wherein people barely recognize their actions and the motives behind them, it becomes ... more In a world wherein people barely recognize their actions and the motives behind them, it becomes more complex to decide upon whether they are fated or will-free.
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Papers by Fatima-zahrae Aouane
methodologies
Drafts by Fatima-zahrae Aouane
methodologies