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All Journal Logika : Jurnal Penelitian Universitas Kuningan Jurnal Ilmu Sosial dan Ilmu Politik PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer Jurnal Ilmu Komputer dan Teknologi (IKOMTI) Jurnal Pelayanan Masyarakat
Dede Yusuf
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Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Economics, Econometrics & Finance Education Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences

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Journal : PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer

 1 
SIMULASI MONTE CARLO BERBASIS WEBSITE UNTUK PREDIKSI RESIKO KESEHATAN BERDASARKAN VARIABEL GAYA HIDUP Abi Setiawan; Dede Yusuf; Putri Harliana
PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer Vol. 9 No. 1 (2025): Jurnal PINTER
Publisher : PTIK Fakultas Teknik UNJ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/pinter.9.1.9

Abstract

The increasing prevalence of non-communicable diseases (NCDs) in Indonesia demands innovation in data-based health risk prediction. This study aims to develop a web-based system that utilizes Monte Carlo simulation to predict health risks based on lifestyle variables and clinical parameters. The system was developed with the Streamlit framework and tested with a simulation approach of thousands of random scenarios using probability distributions. The main features of the system include personal profile settings, real-time health dashboard, and visualization of daily health trends. Risk prediction was performed using the Monte Carlo method, including the likelihood of diabetes, hypertension, heart disease, and obesity. Simulation results show that the system is able to represent physiological data realistically and provide a personalized risk picture that is relevant to the user's condition. This system has the potential to become a preventive tool for the public and medical personnel in increasing awareness and controlling health risks.
Co-Authors Abi Setiawan Annisa Rahayu Pangesti Asa Ria Pranoto Asharryadi Noegroho INDRA RACHMAWATI Maylanie Dwi Ningrum Rony Nur Triwibowo Safitri Dwi Lestari Suwari Akhmaddhian Syifa Marsyanda Trie Yulie Chermansyah