Prediction of national examination question using C4.5 algorithm

被引：0
|
作者：
Lukman, N. [1 ]
Subaeki, B. [1 ,2 ]
Abdullah, H. N. [1 ]
Atmadja, A. R. [1 ]
Wildanuddin, M. [1 ]
机构：
[1] UIN Sunan Gunung Djati Bandung, Dept Informat, Jalan AH Nasut 105, Bandung, Indonesia
[2] Sangga Buana YPKP Univ Bandung, Dept Informat Syst, Bandung, Indonesia
来源：
4TH ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE, 2019 | 2019年 / 1402卷
关键词：
D O I：
10.1088/1742-6596/1402/7/077016
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The National Examination in 2018 is no longer the only determinant of student graduation from their school, however the score of the national examination from 2015 has decreased. One of the reasons is that students found difficulties to predict the questions that probably appeared on the exam sheet. This research aimed to help students predict the questions that probably appeared, so that the average value hopefully will be increased. The prediction of the questions that probably appeared on the exam had been done by processing data of the questions used for national examinations several years ago using C4.5 Algorithm. C4.5 Algorithm is a Data Mining technique that can classify predictive questions and it is able to form a prediction of questions on the exam. The result showed that the prediction of questions that probably appeared on exams by using Algorithm C4.5 had good performance and its accuracy is 70 %.
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页数：7
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