Syntax: Journal of Software Engineering, Computer Science and Information Technology
Vol 5, No 2 (2024): Desember 2024

PENERAPAN METODE NAIVE BAYES UNTUK KLASIFIKASI STATUS GIZI BALITA

Aziz, Abdul (Unknown)
Furqan, Mhd (Unknown)
Fakhriza, M. (Unknown)



Article Info

Publish Date
26 Dec 2024

Abstract

Stunting is a serious condition that affects the growth and development of children due to malnutrition and repeated infections, which results in delayed physical growth, decreased cognitive abilities, and decreased immunity. The problem of stunting is a top priority in the field of public health in Indonesia. This study aims to design an Android-based application that can monitor the nutritional status of toddlers using the Naive Bayes method, which is known to be effective in classifying data based on probability. Monitoring focuses on preventing stunting through analysis of weight, height, age, and gender parameters. The application developed functions as a tool for health workers and integrated health posts in monitoring the nutritional status of toddlers more efficiently and accurately. By using input data such as date of birth, gender, weight, and height, this application is able to identify the nutritional status of children, whether they are normal, malnourished, or overweight. This system functions in real-time and is built with the Java programming language. The data used in this study are gender, age, height, and weight derived from monitoring the nutritional status of toddlers at the Puskesmas Kecamatan Sinunukan, Kabupaten Mandailing Natal. The data obtained from this study amounted to 100 data points. The evaluation results show that the system is able to classify stunting data based on 3 classes, namely "normal nutrition", "undernutrition", and "overnutrition" with an accuracy of 90%.

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Journal Info

Abbrev

syntax

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering

Description

Syntax: Journal of Software Engineering, Computer Science and Information Technology adalah Jurnal ilmiah yang dikelola dan diterbitkan oleh Program Studi Rekayasa Perangkat Lunak, Fakultas Teknik dan Ilmu Komputer, Universitas Dharmawangsa, Medan, Indonesia. Jurnal ini membahas tentang topik-topik ...