Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Vol. 1 No. 1 (2021): October 2021

Application of the C4.5 Algorithm in Teaching Teachers' Skills on Learning Effectiveness

Feby Widya Sari (STIKOM Tunas Bangsa Pematangsiantar, North Sumatra)
M. Safii (AMIK Tunas Bangsa Pematangsiantar, North Sumatra)

Article Info

Publish Date
14 Oct 2021

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.

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Journal Info
Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Website

Abbrev

JAIEA

Publisher

Yayasan Kita Menulis

Subject

Automotive Engineering Computer Science & IT Control & Systems Engineering

Description

The Journal of Artificial Intelligence and Engineering Applications (JAIEA) is a peer-reviewed journal. The JAIEA welcomes papers on broad aspects of Artificial Intelligence and Engineering which is an always hot topic to study, but not limited to, cognition and AI applications, engineering ...