JIKUM: Jurnal Ilmu Komputer
Vol. 2 No. 2 (2026): JIKUM: Jurnal Ilmu Komputer, November 2026

Implementasi Analisis Data Akademik Menggunakan Teori Himpunan dan Algoritma Clustering

Farid Deza Amin Nur Rasyid (Universitas Malikussaleh)
Arlin Fajar Saragih (Universitas Malikussaleh)
Muslim Gunawan (Universitas Malikussaleh)
Syahrandy Fazra (Universitas Malikussaleh)
Maryana (Universitas Malikussaleh)



Article Info

Publish Date
12 Aug 2026

Abstract

Processing academic data in large-scale higher education institutions requires a structural approach to facilitate analysis and decision-making. This study examines the application of Set Theory in discrete mathematics for grouping academic data of new students at Universitas Malikussaleh (UNIMAL) who passed the 2026 National Selection Based on Test (SNBT) and their eligibility status for the Kartu Indonesia Pintar Kuliah (KIP-K). The research method was conducted by representing student data as a universal set and grouping them based on faculty attributes, scientific fields, and KIP-K status. The analysis results show that Set Theory successfully models the academic data structure formally through the concepts of partition, intersection, and set difference. Out of a total of 2,917 students who passed the SNBT, 899 students (30.82%) were declared eligible for KIP-K. The Faculty of Teacher Training and Education (FKIP) recorded the highest ratio of KIP-K recipients (45.32%), while the Faculty of Medicine had the lowest ratio (13.88%). This modeling proves that set theory acts not only as a theoretical concept in discrete mathematics but also as a practical analytical instrument in academic information systems.

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Journal Info

Abbrev

jikum

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

JIKUM: Jurnal Ilmu Komputer menerbitkan artikel dalam Bahasa Indonesia yang akan diterbitkan 2 kali setahun yaitu periode Mei dan Nopember. Penulis yang mengirimkan naskah pada JIKUM: Jurnal Ilmu Komputer harus mengikuti pedoman penulisan, fokus dan ruang lingkup jurnal, serta template jurnal. ...