Jurnal Indonesia : Manajemen Informatika dan Komunikasi
Vol. 4 No. 3 (2023): Jurnal Indonesia : Manajemen Informatika dan Komunikasi (JIMIK)

IMPLEMENTASI KLASIFIKASI KEHAMILAN BERESIKO DENGAN METODE NAIVE BAYES PADA PUSKESMAS KELURAHAN MALAKA JAYA

Virginia Khoirunnisa (Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika)
Sri Lestari (Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika)



Article Info

Publish Date
10 Sep 2023

Abstract

Pregnancy risk is classified into three categories: Low Risk Pregnancy (KRR), High Risk Pregnancy (KRT), and Very High Risk Pregnancy (KRST). Examination data recorded in the Maternal and Child Health (MCH) book at Puskesmas is used to categorize pregnancy risk. Although the maternal mortality rate has decreased, recent surveys show a significant increase. The causes include lack of counseling on obstetric and gynecological health, lack of emergency obstetric and neonatal care, and the use of ineffective traditional medicine. To overcome this problem, it is necessary to improve quality maternal health services. Efforts to accelerate the reduction of maternal mortality rate (MMR) include access to appropriate health services, postpartum care, and family planning services. Data processing uses data mining techniques with the Naïve Bayes classification method, which has high accuracy and short execution time. This study aims to develop a Naïve Bayes classification model in early detection of pregnancy risk, so that it can help diagnose pregnant women with low or high risk.

Copyrights © 2023






Journal Info

Abbrev

jimik

Publisher

Subject

Computer Science & IT

Description

Jurnal Indonesia : Manajemen Informatika dan Komunikasi, with ISSN 2723-7060 (Online) dan XXXX-XXXX (Print) published by Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) AMIK Indonesia. It is a biennial refereed journal that discusses community practices and processes. It provides a forum ...