Jurnal Permata Indonesia
Vol 14 No 2 (2023): Volume 14, Nomor 2, November 2023

PERANCANGAN APLIKASI DATA MINING MENGGUNAKAN ALGORITMA C4.5 UNTUK MENGENALI GEJALA PENYAKIT ISPA PADA BALITA

Kartika Setyaningsih Sunardi (Poltekkes Permata Indonesia)
Nofitriyani (Politeknik Kesehatan Permata Indonesia Yogyakarta)



Article Info

Publish Date
27 Nov 2023

Abstract

Health is a valuable thing for every human being because anyone can experience problems, including toddlers. Parents who do not understand health, entrust these problems to competent health workers. However, sometimes health workers have weaknesses in that they have limited working (practice) hours and large queues for consultations, resulting in discomfort felt by patients. Therefore, health workers need an expert who can help in diagnosing disease. Tools that can diagnose this disease can be designed using techniques in the form of data mining. The problems that occur are resolved by looking for patterns of a disease based on existing data, namely subjective data such as age, fever, cough, cold and respiratory frequency which is able to strengthen the results of the decision tree using the C4.5 algorithm technique. By knowing the factors that influence a diagnosis, it makes it easier to classify the decision pattern of a disease more accurately.

Copyrights © 2023






Journal Info

Abbrev

JPI

Publisher

Subject

Health Professions Medicine & Pharmacology Nursing Public Health

Description

Jurnal Permata Indonesia : Jurnal Ilmiah kesehatan merupakan open access and peer-reviewed journal yang memuat artikel penelitian di bidang kesehatan (Kebidanan, Farmasi, Administrasi Rumah Sakit, Rekam Medis dan Informasi Kesehatan dan Teknologi Kesehatan). Jurnal Permata Indonesia : Jurnal Ilmiah ...