📅 02 January 2026
DOI: 10.35315/dinamik.v31i1.10323

Sistem Prediksi Prestasi Akademik Mahasiswa Program Studi Pendidikan Agama Islam Menggunakan C4.5

Dinamik
Universitas Stikubank

📄 Abstract

Current advances in information technology have encouraged universities to utilize student academic data as a basis for decision-making, one of which is predicting academic achievement. This study aims to apply the C4.5 algorithm to develop a system for predicting student academic success in the Islamic Religious Education Study Program. This method was chosen because it produces a decision tree model that is easy to understand and has a high level of accuracy. The data used comes from student achievement indexes from semesters 1 to 5. The research results showed that the prediction system achieved 99.62% accuracy and achieved high recall precision across each class category. This demonstrates the effectiveness of the C4.5 algorithm in predicting student academic achievement and has the potential to serve as a valuable tool for decision-makers in higher education.

â„šī¸ Informasi Publikasi

Tanggal Publikasi
02 January 2026
Volume / Nomor / Tahun
Volume 31, Nomor 1, Tahun 2026

📝 HOW TO CITE

Hermanto, Muhammad Haris; Sutedi, Sutedi, "Sistem Prediksi Prestasi Akademik Mahasiswa Program Studi Pendidikan Agama Islam Menggunakan C4.5," Dinamik, vol. 31, no. 1, Jan. 2026.

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