PENERAPAN METODE K-MEANS DALAM PENGKLASTERAN WILAYAH DI INDONESIA BERDASARKAN PEMBERIAN ASI EKSKLUSIF PADA BAYI

Zulia Imami Alfianti
Universitas Bina Sarana Informatika
Indonesia
Ginabila Ginabila
Universitas Bina Sarana Informatika
Indonesia
Ahmad Fauzi
Universitas Bina Sarana Informatika
Indonesia

DOI: http://dx.doi.org/10.35760/ik.2024.v29i3.12781

Article Submitted: 23 October 2024

Article Published: 14 December 2024

Abstract

Breast milk is a fluid that comes out of a mother's breast glands which contains a variety of nutrients needed to support the development and growth of toddlers. Exclusive breast milk (ASI) is breastfeeding that is not accompanied by any other food or drink supplementation except medication. Currently, exclusive breastfeeding is influenced by many factors, namely working mothers, low maternal education, incessant advertising about the use of formula milk, breast milk not coming in and many other factors causing not all babies to receive exclusive breast milk. In this research, regional clustering will be carried out based on the percentage of exclusive breastfeeding for 6 month old babies from 34 provinces in Indonesia. Clustering was carried out to group 34 provinces in Indonesia into provinces with high, medium and low cases. The results of this research are that 31% of provinces have the highest percentage, 40% have a medium percentage and 29% have a low percentage.

Keywords
breast milk; clasification; k-means
References

F. The, M. Hasan, and S. D. Saputra, “Edukasi Pentingnya Pemberian ASI Eksklusif pada Bayi di Puskesmas Gambesi,” J. Surya Masy., vol. 5, no. 2, p.208,2023,doi:10.26714/jsm.5.2.2023.208-213.

Zikrina, “Faktor-Faktor yang Mempengaruhi Dalam Pemberian ASI Eksklusif,” Idea Nurs. J., vol. XIII, no. 3, pp. 7–14, 2022, [Online]. Available: https://jurnal.usk.ac.id/INJ/article/view/22690

D. Parwati and K. U. Thalib, “Pentingnya Pemberian Asi Ekslusif Pada Bayi Di Desa Boda-Boda Kabupaten Mamuju,” Safari, vol. 2, no. 3, pp. 123–127, 2022.

H. Febriyanti, “Faktor-Faktor Yang Berhubungan Dengan Pemberian Asi Eksklusif Pada Tenaga Kesehatan Yang Memiliki Bayi Di Wilayah Kabupaten Pringsewu Tahun 2017,” Midwifery J. J. Kebidanan UM. Mataram, vol. 3, no. 1, p. 38, 2018, doi: 10.31764/mj.v3i1.125.

S. Sofiyati, “Penyuluhan ASI Eksklusif Dengan Kejadian Stunting Pada Usia Balita (1-5 Tahun) Di Desa Kalikoa Kecamatan Kedawung Kabupaten Cirebon,” Nat. J. Pelaks. Pengabdi. Berger. bersama Masyarakat., vol. 2, no. 1, pp. 17–35, 2024.

F. J. Prihatini, K. Achyar, and I. R. Kusuma, “Faktor – Faktor yang Mempengaruhi Ketidakberhasilan ASI Eksklusif pada Ibu Menyusui,” J. Ris. Kesehat. Masy., vol. 3, no. 4, pp. 184–191,2023, doi:10.14710/jrkm.2023.18811

A. A. Yusuff, F. Fardhoni, E. L. Rehkliana, and R. Rahayu, “Studi Potong Lintang Pemberian ASI Eksulif dan Faktor yang Mempengaruhinya,” J. Manaj. Kesehat. Yayasan RS.Dr. Soetomo, vol. 8, no. 1, p. 178, 2022, doi: 10.29241/jmk.v8i1.954.

S. Handoko, F. Fauziah, and E. T. E. Handayani, “Implementasi Data Mining Untuk Menentukan Tingkat Penjualan Paket Data Telkomsel Menggunakan Metode K-Means Clustering,” J. Ilm. Teknol. dan Rekayasa, vol. 25, no. 1, pp. 76–88, 2020, doi: 10.35760/tr.2020.v25i1.2677.

Z. I. Alfianti, “Pengelompokan Wilayah Kasus Balita Stunting Di Indonesia Menggunakan Algoritma K-Means,” J. Ilm. Inform. Komput., vol. 28, no. 3, pp. 173–185, 2023, doi: 10.35760/ik.2023.v28i3.8876.

Z. I. Alfianti, “Pengelompokan Wilayah Penyebaran Covid-19 Di Kabupaten Karawang Menggunakan Algoritma K-Means,” J. Ilm. Inform. Komput., vol. 26, no. 2, pp. 111–122, 2021, doi: 10.35760/ik.2021.v26i2.4155.

E. Novia and P. Hendikawati, “Average Linkage Hierarchical Cluster untuk Pengelompokan Kabupaten / Kota di Provinsi Jawa Tengah Berdasarkan Variabel Pencegahan Terjadinya Stunting,” Prism. Pros. Semin. Nas. Mat., vol. 7, pp. 702–711, 2024, [Online].Available:https://proceeding.unnes.ac.id/prisma/article/view/3021/2484

C. C. Candra, F. Yanuar, and D. Devianto, “Pengelompokkan Kabupaten/Kota Di Indonesia Berdasarkan Masalah Gizi Balita Dengan Menggunakan Metode Two Step Cluster Dan Ensemble Clustering,” J. Lebesgue J. Ilm. Pendidik. Mat. Mat. dan Stat., vol. 4, no. 2, pp. 1370–1375, 2023, doi: 10.46306/lb.v4i2.413.

Y. Wang, C. Shan, Y. Zhang, L. Ding, J. Wen, and Y. Tian, “Early Recognition of the Preference for Exclusive Breastfeeding in Current China: A Prediction Model based on Decision Trees,” Sci. Rep., vol. 10, no. 1, pp. 1–8, 2020, doi: 10.1038/s41598-020-63073-w.

S. H. Søegaard et al., “Exclusive Breastfeeding Duration and Risk of Childhood Cancers,” JAMA Netw. Open, vol. 7, no. 3, p. E243115, 2024, doi: 10.1001/jamanetworkopen.2024.3115.

A. Oliver-Roig, J. R. Rico-Juan, M. Richart-Martínez, and J. Cabrero-García, “Predicting exclusive breastfeeding in maternity wards using machine learning techniques,” Comput. Methods Programs Biomed., vol. 221, p. 106837, 2022, doi: 10.1016/j.cmpb.2022.106837.

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