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Pengembangan Smart Health Monitoring Berbasis IoT dengan Prediksi Serangan Jantung Menggunakan Algoritma SVM (Support Vector Machine)
Untung Surapati
; Dadang Iskandar Mulyana
; Dedi Gunawan
; Anggit Purnama
International Journal of Applied Mathematics and Computing
Vol 2
, No 3
(2026)
Early detection of a potential heart attack is a crucial step in preventing sudden death from heart disease. This research aims to develop an Internet of Things (IoT)-based health monitoring system capable of measuring vital body data in real time and predicting the likelihood of a heart attack from CSV data obtained from sensors, integrated through RapidMiner as learning data using a machine learning algorithm, the Support Vector Machine (SVM). The system was built using an ESP32 microcontrolle...
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Perancangan Sistem Informasi Manajemen Konten Instagram Berbasis Web untuk Mendukung Brand Awareness Produk SR12 Herbal Kosmetik
Untung Surapati
; Agus Tanti Rahayu
; Tatinia Arda Rizqi Amalia
; Lusi Noviani
International Journal of Information Engineering and Science
Vol 2
, No 3
(2026)
SR12 Herbal Cosmetics is a company engaged in the field of herbal and skin care. Founded in 2015 byToni Firmansyah, S. Farm., Apt. and Asrianty Salam, Farm. This company has a vision to provide benefits to many people through the herbal and skin care products they produce. SR12 Herbal Cosmetics products are formulated based on research from certified scientists, and have been tested at the Sucofindo Laboratory, are free of mercury and hydroquinone, and have been registered with the Indonesian Fo...
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ANALISIS SENTIMEN TRENDING TOPIK #INDONESIAGELAP DI MEDIA SOSIAL X MENGGUNAKAN ALGORITMA NAIVE BAYES BERBASIS PARTICLE SWARM OPTIMIZATION
Untung Surapati
; Veri Arinal
; Tri Wahyudi
; Ahmad Fauzan
International Journal of Applied Mathematics and Computing
Vol 2
, No 2
(2026)
The rise of social media has created a digital public sphere that enables users to express their opinions on social and political issues openly and in real-time. One of the most discussed topics on social media platform X is the trending hashtag #IndonesiaGelap, which reflects public concern and criticism regarding various governmental and societal conditions. This study aims to conduct sentiment analysis on tweets containing the hashtag to determine the overall sentiment trend among users. The...
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Traffic Condition Classification Using IoT on Raden Inten II Road
Untung Surapati
; Yuma Akbar
; Dwi Swasono Rachmad
; Hadi Gunawan
International Journal of Applied Mathematics and Computing
Vol 2
, No 4
(2025)
Unmonitored traffic conditions often hinder decision-making processes in traffic management, particularly on secondary roads. Jalan Raden Inten II in East Jakarta is one of the connecting routes with heavy traffic activity at certain times, yet no integrated data-based monitoring system is currently available. This study proposes an Internet of Things (IoT)-based traffic condition classification system to identify Clear, Normal, or Congested states based on vehicle counts and speed categorizatio...
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