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Tinjauan Sistematis Teknologi Radar Mimo dan Kecerdasan Buatan untuk Deteksi Nyeri Non-Invasif Lintas Populasi
Dinamik
Vol 31
, No 1
(2026)
Deteksi nyeri secara objektif merupakan tantangan penting dalam dunia medis, terutama bagi pasien yang tidak mampu menyampaikan rasa sakitnya secara verbal, seperti bayi, lansia, atau penderita gangguan komunikasi. Teknologi non- invasif berbasis sensor menjadi solusi potensial untuk mengatasi keterbatasan metode subjektif. Penelitian ini bertujuan meninjau secara sistematis literatur terkini mengenai penerapan Radar MIMO dan algoritma kecerdasan buatan dalam deteksi nyeri non-invasif.
Metode ya...
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Evaluasi Kinerja Model Long Short-Term Memory dan Gated Recurrent Unit untuk Prediksi Magnitude Gempa Bumi Di Indonesia
Dinamik
Vol 31
, No 1
(2026)
This study aims to evaluate and compare the performance of two neural network architectures under the Recurrent Neural Network (RNN) category, namely Gated Recurrent Unit (GRU) and Long Short-Term Memory (LSTM), in predicting earthquake magnitude in Indonesia. The dataset used consists of daily earthquake magnitude records from 2008 to 2023, preprocessed into time series format and normalized using the MinMax method. The training process was conducted using various combinations of batch size and...
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Evaluation of Management Requests and Service Quality Incidents of the Wifi Network Using COBIT 2019
Dinamik
Vol 31
, No 1
(2026)
This study compares two service management models to evaluate the governance of the Wi-Fi network in Dusun Gita Nagari Baru. The main objective is to measure user satisfaction and service quality following the implementation of the COBIT 2019 framework, particularly the DSS02 domain (Manage Service Requests and Incidents). The research employed a mixed methods approach, using historical-comparative document analysis and Likert scale questionnaires distributed to 21 active users. The data were an...
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Implementasi Metode Vikor dalam Pengambilan Keputusan Supplier Terbaik pada Parfume Corner
Dinamik
Vol 31
, No 1
(2026)
Selecting the right supplier is a critical aspect of supply chain management, especially in a retail business like Parfume Corner, which relies on product quality, availability, and on-time delivery. This study aims to implement the VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje) method as a multi-criteria decision-making approach to determine the best perfume supplier. The VIKOR method was chosen because of its ability to handle conflicts between criteria and produce optimal compro...
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Penerapan Metode Decision Tree dan Naïve Bayes pada Kasus Kriminalitas di Lampung
Dinamik
Vol 31
, No 1
(2026)
Crime, an unlawful act that contradicts ethics and norms, has now become a primary factor for the police in Lampung province. This presents a challenge for the police institution in predicting high crime rates. However, there are still many crimes that have not become the main focus of problem-solving at the Lampung Regional Police.This research aims to identify the types and criminal acts of crime with the highest recorded incidence in a crime dataset by performing classification using the Naïv...
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Penerapan Algoritma Naïve Bayes untuk Prediksi Minat Siswa Melanjutkan Studi ke Perguruan Tinggi
Dinamik
Vol 31
, No 1
(2026)
This study aims to analyze the factors that influence students' interest in continuing their education to college using a machine learning approach. Data was collected through an online questionnaire completed by 727 students between July 27 and August 22, 2025, covering 23 variables consisting of respondent identity (gender, grade level, major) as well as internal and external factors such as parental support, learning motivation, and preferred type of college. The data preparation stage was ca...
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Kedisiplinan Penggunaan APD dan Efektivitas SMK3 Dalam Pencegahan Kecelakaan Akibat Kerja : Literatur Review
Jurnal Kesehatan Masyarakat Indonesia
Vol 20
, No 4
(2026)
Latar belakang : Keselamatan dan Kesehatan Kerja (K3) merupakan disiplin ilmu yang mengkaji prioritas tempat kerja di berbagai industri, pertambangan, pabrik, rumah sakit, dan fasilitas kesehatan lainnya. Menurut ILO, penyakit akibat kerja memengaruhi 160 orang, dan setidaknya satu orang meninggal setiap 15 detik akibat kecelakaan kerja. Indonesia terus mengalami tingkat kematian akibat kecelakaan kerja yang tinggi setiap tahunnya. Tujuan dari penelitian ini adalah untuk mengetahui seberapa baik...
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Description of Physical Fatigue Among Brickmakers in Pangkah Village
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Fatigue is a protective mechanism that the body activates to prevent further damage, and recovery can occur after adequate rest. Occupational fatigue is often characterised by decreased energy in performing daily tasks or activities, which can lead to increased errors and, in more serious cases, accidents. The effects of fatigue can reduce work capacity and endurance, as seen in the sensation of tiredness, slowed reactions, difficulty in decision-making, and decreased motivation. W...
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The Relationship between Smooking Intensity and VO2MAX Among Students At the Indonesian Institute Of The Arts Yogyakarta
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: As agents of change, university students require two supporting factors, namely physical fitness and academic performance. Students with low VO₂MAX values experience decreased learning outcomes and low levels of fitness, with one influencing factor being smoking habits. Smoking habits affect cardiovascular endurance due to the nicotine content in cigarettes, which can damage the lungs. This study aimed to investigate the relationship between smoking intensity and VO₂MAX among stude...
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The Effects Of Engklek And Egrang Batok Games On Dynamic Balance In Children Aged 9–10
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Dynamic balance is a crucial ability in children's motor development, especially at the elementary school age. Traditional games such as engklek (hopscotch), egrang batok kelapa (coconut shell stilts) are believed to provide effective stimuli for enhancing children's balance function. To determine the difference in effects between the traditional games engklek and egrang batok kelapa on improving dynamic balance in children aged 9–10 years. Methods: This study is a quasi-experiment...
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