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Journal : journal of applied informatics and computing

Clustering of Food Security Levels in North Aceh Using K-Medoids Tarisha Zhafira; Bustami Bustami; Nunsina Nunsina
Journal of Applied Informatics and Computing Vol. 10 No. 3 (2026): June 2026
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v10i3.12881

Abstract

Food security is essential for ensuring food availability, accessibility, and utilization. This study applies a multidimensional indicator framework covering social, economic, and infrastructure aspects to cluster regions in North Aceh Regency, addressing limitations of previous studies that primarily focus on agricultural production indicators and lack policy-oriented analysis. The analysis uses 2023 data from 27 sub-districts at the village level, comprising 852 villages. The indicators include: (1) the ratio of agricultural land area to total population, (2) the ratio of food supply facilities and infrastructure to households, (3) the ratio of population with the lowest welfare status to total population, (4) the proportion of villages without adequate transportation access via land, water, or air, (5) the ratio of households without access to clean water, and (6) the ratio of population per health worker relative to population density. Data processing involves preprocessing, normalization, and K-Medoids clustering, evaluated using the Davies–Bouldin Index (DBI) and Silhouette Coefficient (SC). The results identify six clusters: highly food insecure (C1) with 63 villages, food insecure (C2) with 92 villages, moderately food insecure (C3) with 179 villages, moderately food secure (C4) with 42 villages, food secure (C5) with 49 villages, and highly food secure (C6) with 427 villages. Most villages fall within moderately food insecure to highly food secure categories, indicating disparities in food security distribution. The DBI value of 3.085 indicates moderate cluster compactness, while the SC value of 17.75% suggests weak separation between clusters. These findings provide policy recommendations for targeted and equitable food security interventions.
Co-Authors Abd Mubaraq, S.E.,Sy. M.A Achmad Achmad Adhi Yuniarto Agus Maula Rizki Ahmad Farhan, Ahmad Aidilof , Hafizh Al Kautsar Aidilof, Hafizh Al Kausar Ainal Mardhiah alaldaya, Rudyn Alek Wissalam Bustami Alfyansyah, Gusti Alhamidiy, Abdillah Nur Ali Masduqi Alkafi, Alkafi Amalia, Sisi Amiruddin Amiruddin anasril, anasril Anggi Desviana Siregar Desviana Siregar, Anggi Desviana Siregar Desviana Anggraini, Selia Apriyani, Firli Mai Ar Razi Ardelia, Aya Sofia Aris Munandar Arminingsih, Diah Asmirayani Asmirayani Asmirayani, Asmirayani Auliaurrahman, Auliaurrahman Azhar Azhar Azhari, Husain Azrai Putra Barumun Daulay Azzahra, Dea Bagas Wahyu Adhi, Bagas Wahyu Baharuddin Baharuddin Bustami, Yuserizal Custer, Jhonny Cut Farida Aryani Dafiar Syarif Dea Azzahra Depi Sihotang Desiana Desiana, Desiana Dwi Kurniawan, Dwi Eka Putra Ekajaya, Candra Ella Suzanna Endah Sri Wahyuni Endang Susilawati Fadlisyah Fadlisyah Fahrul Rozi Siregar Faishol Luthfi Fajriana, Fajriana Fasdarsyah Fasdarsyah Fatika, Dian Fiasari, Fiasari Gusti Alfyansyah Gusti Alfyansyah Hafidh Rafif, Teuku Muhammad Hafizh Al Kautsar Aidilof Hakim, Kurniawati Halimatussakdiah Halimatussakdiah Harahap, Elly Wanisyah Harahap, Ilham Taruna Harahap, Samsul Bahry Hariya Toni Hasan Sazali Herlambang, Tri Mulyono Ikhlas, Nur ilham - sahputra INDRAYANI INDRAYANI Irma Mauliza Iskandar, Fahra Azzahra Ismail Ismail Joko Santoso Jufrizal Jufrizal Junita, Dini Jurisman Amin Karimullah Karimullah Katimin, Katimin Khairunnisak Khairunnisak, Khairunnisak Kholil, Syukur Lahmuddin Lubis Laksamana, Rio Lenny Hasan, Henny Sjafitri, Nelharosma, Liana, Intan Lidya Rosnita lidyarosnita Luthfiah, Moulana M Fauzan Mahabbati, Suci Maharani, Silfa Mailin, Mailin Mardhatillah, Mardhatillah Maryana Maryana, Maryana Maryono Maryono Maulidi Maulidi Mauliza, Irma Meldawati, Yesi Meliza Putri Mubaraq, Abd Muhammad Fajri Muhammad Fauzan Muhammad Fikry Muhammad Hutomi Muhammad Jihad Saputra Muhammad Khardawi MUHAMMAD KOSIM, MUHAMMAD Muhammad Muhammad Muhammad Muhammad Muhammad Yani, Muhammad Mukhlish Muhammad Nur Mukti Qamal Mukti Qamal Mulyani, Tasya Munirul Ula Murni, Mayang Mutammimul Ula Muthmainnah Muthmainnah Mu’arrif, Zul Ihsan Najah, Nyayu Siti Hidayatun Nastasya, Widia NELI SUSANTI, NELI Ngadimin Ngadimin Nilda, Elvi Nisa, Cut Chairun Nunsina, Nunsina Nur Hasanah Nurdin Nurdin Nurhasanah Nurhasanah Nurhayani, Melda Vitry Nyak Arief, Teuku Okataria, Welan Pramadani, Kendra Putri, Dea Rizka Amanda Putri, Mia Yolanda Utami Putri, Rahmatillah Dwi Rahmah Hayati Rahmiati Rahmiati Ravico Ravico, Ravico Razi, Ar Rian Diana Ridhwan Ridhwan, Ridhwan Ridwan, Ridwan Rimin Rini Fitriani Rini Meiyanti Risa Marta Yati Risawandi, Risawandi Rizal Rizal Rizal S.Si., M.IT, Rizal Rizki Putri Ramadhani, Rizki Putri Rizki Suwanda Rosyanne Kushargina Rozzi Kesuma Dinata RR. Ella Evrita Hestiandari Rusdi Rusdi Safri, Hayanuddin Safwandi Safwandi, Safwandi Said Fadlan Anshari Salhan, Susi Samosir, Dini Kairiyah Sari, Efti Novita Sayed Fachrurrazi Senda, Tito Afwi Setyarini Soemadi, Dian Shayravi Shayravi Shayravi, Shayravi Siregar, Fahrul Rozi Siti Nurhaliza Siti Sahara Suci Fitriani, Suci Suharyon, Suharyon Sujacka Retno Sumanti, Eva Supriaman, Supriaman Suryana Suryana Suryana Suryana Susyanti Susyanti, Susyanti Syafii, Muhammad Hisyam Syafruddin Nurdin syah, Fadli Syahbudi, Syahbudi Syahputra, M Oriza Syahrial, Dopa Syammaun, Tamalkhani Syamsarina, Syamsarina Syibral Malasyi syukrawati, syukrawati Tarisha Zhafira Taufik, M. Iman Teuku Mudi Hafli Tiara, Tiara Tri Mulyono Tri Mulyono H, Khairunnisak Udurta Bancin Utama, Lalu Juntra Yacoub, Yarlina Yanti, Meyi Yesy Afrillia Yonaldi, Sepris Yulia Fitri Yunianto, Andi Eka Yunina Yunina Zara Yunizar Zubir, Zubir Zuleha, Zuleha Zulkarnen Mora, Zulkarnen Zulmi, Syafriade