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All Journal Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Feby Widya Sari
STIKOM Tunas Bangsa Pematangsiantar, North Sumatra
Automotive Engineering Computer Science & IT Control & Systems Engineering

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Application of the C4.5 Algorithm in Teaching Teachers' Skills on Learning Effectiveness Feby Widya Sari; M. Safii
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 1 No. 1 (2021): October 2021
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1211.737 KB) | DOI: 10.53842/jaiea.v1i1.54

Abstract

Teachers as educators and education personnel have a very important role in improving the quality of education in schools. In an effective teaching and learning process, teacher skills in teaching are very important. This study aims to classify the skills of teachers in SMA Yayasan Pendidikan Keluarga using the Decision Tree method with the application of the C4.5 Algorithm in order to improve the teaching system in an effort to increase students' understanding of the learning process. In determining the teaching skills of teachers, classification is carried out into the labels "Relevant" and "Not Relevant" which has 5 variables, namely Age, Length of Work, Number of Teaching Hours, Students, and Learning Media. Sources of data used in this study obtained by conducting observations and interviews.
Co-Authors M. Safii