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All Journal JURNAL SISTEM INFORMASI BISNIS Jurnal Teknologi Informasi MURA JURNAL PENDIDIKAN TAMBUSAI Informanika Algoritme Jurnal Mahasiswa Teknik Informatika Innovative: Journal Of Social Science Research Jurnal Teknologi Informasi Mura JGEN : Jurnal Pengabdian Kepada Masyarakat Jurnal Riset Multidisiplin Edukasi Journal Pesona Indonesia
Oktafiani, Dewi
Dept. Of Information Technology, STMIK Amikom Surakarta
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Public Health Social Sciences Other

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Clustering Data Diabetes Menggunakan Algoritma K-Means Kresna Bayu Prasetyo; Dewi Oktafiani
Jurnal Riset Multidisiplin Edukasi Vol. 3 No. 1 (2026): Jurnal Riset Multidisiplin Edukasi (Januari 2026) In Press
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v3i1.1613

Abstract

Diabetes is one of the chronic diseases whose prevalence continues to increase globally, including in Indonesia. This study employed the K-Means Clustering method with k = 3 to group diabetes patients based on their risk factors. The analysis identified three main groups: young patients in good health, obese patients with high risk, and elderly patients with moderate risk. The findings indicate a strong correlation between glucose levels, body mass index (BMI), age, and the risk level of diabetes. Comparison with the outcome data shows that the group consisting of obese patients with high glucose levels has a greater likelihood of developing diabetes.
Co-Authors Abdullah, Robi Wariyanto Alwi Alwi Anshari, Fikri Abdurrahman Al Arif, Maghfira Aryaningsih, Putri Ayuspita, Ela Azhar, Aulia BAKHTIAR K Bela Okta Riyanto Didi Setiawan, Didi Dwi Putra, Tommy Dwiningsih Fatma wati Hadi, Widiyanto Hadis Turmudi Husni Thamrin Husnul Khatimah Irfan Miftahul Fauzi Kresna Bayu Prasetyo Kusumastuti, Rajnaparamitha Maknun, Nurmiftuhatul Mariana Purba Muh Rizky Anggara Yunan Putra Nisah, Nadiatun Nugraha, Mario Dwi Satria Okta Viona Cahyanti Oktavia, Rani Rasyid, Ibrahim Ihsan Syafruddin Syafruddin Tommy Dwi Putra Triapanca, Mutiara Dwi