Sistem Informasi Status Gizi Balita pada Posyandu Kelurahan Amplas Menggunakan Metode K-Nearest Neighbor
DOI:
https://doi.org/10.55606/jupsim.v5i2.7087Keywords:
Information System, K-Nearest Neighbor, Nutritional Status, Posyandu, Public HealthAbstract
Posyandu (Integrated Health Post) is a public health facility that plays a crucial role in monitoring the development of toddlers. The process of recording nutritional status at te Amplas Village Posyandu is still handwritten in notebooks, requiring a long time to collect and analyze data from all toddlers, and parents often lose or forget their Posyandu cards. This study aims to develop an information system that can assist Posyandu cadres in automatically classifying toddler nutritional status. The K-Nearest Neighbor (KNN) method was used, with variables such as age, weight, height, mid-upper arm circumference, and gender. The training data used in this study used WHO standards as a reference for nutritional status. The system was tested using the K-value to achieve the best accuracy. The test results showed that the KNN method was able to classify toddler nutritional status with excellent accuracy. The developed information system also provides data recording features and toddler development graphs. This system makes monitoring toddler nutritional status faster, more accurate, and easier for Posyandu (Integrated Health Post) cadres.
References
Adawiyah Ritonga, & Yahfizham Yahfizham. (2023). Studi Literatur Perbandingan Bahasa Pemrograman C++ dan Bahasa Pemrograman Python pada Algoritma Pemrograman. Jurnal Teknik Informatika Dan Teknologi Informasi, 3(3), 56–63. Https://Doi.Org/10.55606/Jutiti.V3i3.2863
Destriana, R., Husain, S. M., Handayani, N., & Siswanto, A. T. P. (2021). Diagram Uml Dalam Membuat Aplikasi Android Firebase" Studi Kasus Aplikasi Bank Sampah".
Dias, R. S., & Muhallim, M. (2022). Sistem Informasi Penjualan Berbagai Macam Produk Berbasis Android Di Toko De Ari Palopo. Indonesian Journal Of Education And Humanity, 2(1), 34–50. Https://Ijoehm.Rcipublisher.Org/Index.Php/Ijoehm/Article/View/42
Dirgantara, U., & Suryadarma, M. (2023). Perancangan Sistem Informasi Penyewaan Alat Kesehatan Pt Xyz Berbasis Web. Jurnal Sistem Informasi Universitas Suryadarma, 10(2), 79–89. Https://Doi.Org/10.35968/Jsi.V10i2.1078
Dwiyanti, D. S., & Saptari, M. A. (2023). Perancangan Sistem Informasi Status Gizi Balita (Stunting) Di Uptd Puskesmas Muara Satu Dan Muara Dua Menggunakan Metode Naïve Bayes Classification Dan K-Nearest Neighbor Berbasis Web. Sisfo: Jurnal Ilmiah Sistem Informasi, 7(2), 75. Https://Doi.Org/10.29103/Sisfo.V7i2.14626
Elis, E., & Voutama, A. (2023). Pemanfaatan Uml (Unified Modeling Language) Dalam Perencanaan Sistem Penyewaan Baju Adat Berbasis Website. I N F O R M A T I K A, 14(2), 26. Https://Doi.Org/10.36723/Juri.V14i2.445
Febriani, O. M., Putra, A. S., & Prayogie, R. P. (2020). Rancang Bangun Sistem Monitoring Sirkulasi Obat Pada Pedagang Besar Farmasi ( Pbf ) Di Kota Bandar Lampung Berbasis Web. Jurnal Darmajaya, 1, 122–132. Https://Jurnal.Darmajaya.Ac.Id/Index.Php/Psnd/Article/View/2472
Fernando, P., Junaedi, I., Yulianto, A. B., Studi, P., Informasi, S., & Informatika, D. T. (2023). Jurnal Sains Dan Teknologi Widyaloka Perancangan Sistem Informasi Booking Studio Musik Berbasis Website Di Studio Abe Jurnal Sains Dan Teknologi Widyaloka. 2, 179–205.
Fitriani, Y., Utami, S., & Junadi, B. (2022). Perancangan Sistem Informasi Human Capital Management Berbasis Website. Journal Of Information System, Applied, Management, Accounting And Research, 6(4), 792–803. Https://Doi.Org/10.52362/Jisamar.V6i4.919
Fratiwi, T. H., & Suniantara, I. K. (2024). Rancang Bangun Sistem Klasifikasi Pendeteksi Suasana Hati Musik Pada Media Sosial Tiktok Menggunakan Algoritma K-Nearest Neighbor. Simtek : Jurnal Sistem Informasi Dan Teknik Komputer, 9(1), 42–45. Https://Doi.Org/10.51876/Simtek.V9i1.374
Harjono, W., & Tute, K. J. (2022). Perancangan Sistem Informasi Perpustakaan Berbasis Web Menggunakkan Metode Waterfall. 2(1), 47–51. Https://Doi.Org/10.54259/Satesi.V2i1.773
Rehing, E. Y., Suryoputro, A., & Adi, S. (2021). Faktor-Faktor Yang Mempengaruhi Kunjungan Ibu Balita Ke Posyandu: Literatur Review. Jurnal Ilmu Keperawatan Dan Kebidanan, 12(2), 256–262. Https://Doi.Org/10.26751/Jikk.V12i2.1003
Sihotang, H. (2023). Metode Penelitian Kuantitatif.
Sonya, R. A. (2020). Menteri Kesehatan Republik Indonesia (Standar Antropometri Anak). Otonomi, 20(3), 396–406.
Susilawati, T., Yuliansyah, F., Romzi, M., & Aryani, R. (2020). Membangun Website Toko Online Pempek Nthree Menggunakan Php Dan Mysql. Jurnal Teknik Informatika Mahakarya (Jtim), 3(1), 35–44.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jurnal Publikasi Sistem Informasi dan Manajemen Bisnis
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
