The Application of Data Mining in Determining Patterns of Interest of High School Graduates

This study proposes an application of Data Mining in determining patterns of Interest of high school Graduates to attend AMIK Tunas Bangsa Pematangsiantar and the dominant factors which affect the interest of high school graduates. The data was picked up from the application forms completed by those...

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Bibliographic Details
Published in:Journal of physics. Conference series 2019-12, Vol.1339 (1), p.12042
Main Authors: Hartama, Dedy, Perdana Windarto, Agus, Wanto, Anjar
Format: Article
Language:English
Subjects:
Algorithms
Data mining
Decision trees
Physics
Secondary schools
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Summary:This study proposes an application of Data Mining in determining patterns of Interest of high school Graduates to attend AMIK Tunas Bangsa Pematangsiantar and the dominant factors which affect the interest of high school graduates. The data was picked up from the application forms completed by those enrolled in the AMIK . In this study, algorithm C 4.5 decision tree was applied in order to obtain the pattern of data classification, i.e. school, status, school location, and year of graduation.. The interest pattern of these graduates demonstrated that the best variable of the predictor used is the school status which gives as much as 81, 71% performance accuracy to registration.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1339/1/012042