Jurnal Teknologi Komputer dan Sistem Informasi
Vol 6, No 2 (2023): JTKSI (Jurnal Teknologi Komputer dan Sistem Informasi)

Implementasi Data Mining Untuk Memprediksi Status Gizi Anak Balita Pada Puskesmas Gedung Sari Menggunakan Polynomial Regression

Evi Marlena (Institut Teknologi Bisnis dan Bahasa Dian Cipta Cendikia)
Sidik Rahmatullah (Institut Teknologi Bisnis dan Bahasa Dian Cipta Cendikia)
Sigit Mintoro (Institut Teknologi Bisnis dan Bahasa Dian Cipta Cendikia)
Ngajiyanto Ngajiyanto (Institut Teknologi Bisnis dan Bahasa Dian Cipta Cendikia)



Article Info

Publish Date
30 May 2023

Abstract

Predictions of children's nutritional Status can provide important input to. efforts to monitor and intervene in child nutrition, as well as support better decision-making in the field of child health. This study took data from Puskesmas data. Gedung Sari Health Center is a community health center located in Anak Ratu Aji District, Central Lampung Regency. Based on the results and discussion of the data analysis on the data above, related to the prediction of the nutritional status of toddlers at the Gedung Sari Health Center using polynomial regression, a conclusion is obtained. The conclusion of predicting nutritional status using polynomials depends on specific data analysis and modeling and the methods used. However, in general, polynomials can be used to model the relationship between input and output variables in the case of predicting nutritional status. predicted nutritional status of children and total predicted nutritional status obtained Predictions based on age in 2019 = 290,806; Predictions based on nutritional status in 2020 = 68,176; Predictions based on nutritional status in 2021 = 122,239. More research needs to be done to validate and increase the reliability of a prediction and integrate the results into health practice to improve child nutrition monitoring and interventions in the community health center.

Copyrights © 2023






Journal Info

Abbrev

jtksi

Publisher

Subject

Computer Science & IT

Description

The journal JTKSI is a peer-reviewed, scientific journal published by STMIK Pringsewu Lampung. Receives articles in technology information and this Journal publishes research articles, literature review articles, case reports and concept or policy articles, in all areas such as, Geographical ...