Predicting the performance of school: Case study in Sultanate of Oman

Ismail Almuniri, A. Said
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引用次数: 3

Abstract

Advancement of the pedagogical education systems is imperative for any country. The education systems in Sultanate of Oman have come a long way in the processes of improving the quality of education provided to students from the primary school until the university. Like any system, the education system generates a huge amount of data related to all the stakeholders involve in the education process. However, this data is still untapped and it is considered very important to enhance the quality of education. The objective of this study is to predict the performance of schools based on educational data set. Several classification algorithms were employed to achieve the goal of the paper and the result shows a high accuracy for the generated models.
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学校绩效预测:阿曼苏丹国案例研究
教学教育体系的进步对任何国家来说都是必不可少的。阿曼苏丹国的教育系统在提高向从小学到大学的学生提供的教育质量的过程中取得了长足的进步。像任何系统一样,教育系统会产生与参与教育过程的所有利益相关者相关的大量数据。然而,这些数据仍然未被开发,并且被认为对提高教育质量非常重要。本研究的目的是基于教育数据集来预测学校的绩效。采用了几种分类算法来实现本文的目标,结果表明生成的模型具有较高的准确率。
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