OKTAL : Jurnal Ilmu Komputer dan Sains
Vol 5 No 09 (2026): OKTAL : Jurnal Ilmu Komputer Dan Sains (INPRESS)

Penerapan Metode Quantitative Association Rule untuk Optimalisasi Seleksi Calon Siswa Baru SD IT Seluas Cita Nusantara

Aniq Astofa (Universitas Pamulang)
Eko Sutono (Universitas Pamulang)



Article Info

Publish Date
10 Sep 2026

Abstract

This study examines the application of the Quantitative Association Rule method to optimize the selection process of new students at SD IT Seluas Cita Nusantara. The main problem faced by the school is the difficulty in determining objective and relevant selection criteria; therefore, the aim of this research is to identify patterns of relationships among variables that support more accurate decision-making. The method employed is Association Rule Mining using parameters of support, confidence, and lift to analyze student candidate data. The results indicate that academic test scores are the dominant factor influencing selection success, with a confidence level of 0.82 and lift of 1.45. Non-academic factors such as participation in extracurricular activities (confidence 0.68; lift 1.20) and strong parental support (confidence 0.75; lift 1.30) also show significant contributions. The analysis reveals that combining academic and non-academic factors enhances the comprehensiveness of the selection process. The conclusion is that the Quantitative Association Rule method is effective in supporting schools to make more transparent, objective, and data-driven decisions. It is suggested that schools integrate these analytical findings into admission policies to improve accuracy and fairness in student selection.

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Journal Info

Abbrev

oktal

Publisher

Subject

Astronomy Chemistry Computer Science & IT Electrical & Electronics Engineering Social Sciences

Description

1. Komputasi Lunak, 2. Sistem Cerdas Terdistribusi, Manajemen Basis Data, dan Pengambilan Informasi, 3. Komputasi evolusioner dan komputasi DNA/seluler/molekuler, 4. Deteksi kesalahan, 5. Sistem Energi Hijau dan Terbarukan, 6. Antarmuka Manusia, 7. Interaksi Manusia-Komputer, 8. Hibrida dan ...