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Classification Model for Selecting Undergraduate Programs

机译:选择本科课程的分类模型

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many high-school students have failed in selection of undergraduate programs. This is due to the lack of potential information to support a making decision. Although a large amount of data of information systems in academic institutes has been collected for years, the use of the data is still not supporting academic benefits, particularly to the students. In this paper, we present the use of data mining technique, particularly classification technique, to support high-school students in selection of undergraduate programs. The paper also presents the study on educational structure in Thailand, and background of data mining concepts and techniques. The details of learning process to built-up the classification model is described and some examples of extracted rules from the classification model are given. We also present the case study and usage of the model.
机译:许多高中生在各种本科课程中都失败了。这是由于缺乏支持决定的潜在信息。尽管多年来已经收集了学术机构中的信息系统的大量数据,但数据仍未支持学术福利,特别是对学生来说。在本文中,我们展示了数据挖掘技术,特别是分类技术的使用,支持高中生选择本科课程。本文还提出了泰国教育结构的研究,以及数据采矿概念和技术的背景。描述了对分类模型的学习过程的细节描述了来自分类模型的提取规则的一些示例。我们还提供了模型的案例研究和使用。

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