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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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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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Analysis of the Effectiveness of the Lampung Provincial Government's Public Communication Through Social Media Using the Logistic Regression Method
Dinamik
Vol 31
, No 1
(2026)
Social media has become a strategic tool for the government to disseminate public information quickly, interactively, and efficiently in the digital era. The Lampung Provincial Government utilizes various social media platforms such as Facebook, Instagram, and TikTok to support public communication activities. This study aims to analyze the effectiveness of public communication by measuring the level of activity of Regional Apparatus Organization (OPD) social media accounts using the logistic re...
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Implementasi Metasploit Framewrok dan Nmap untuk Deteksi Awal Serangan pada Kemanan Web
Dinamik
Vol 31
, No 1
(2026)
Web security is an important aspect in maintaining data integrity and confidentiality in the digital age, where cyber threats are increasingly complex and difficult to detect. This research was conducted because there are still many web systems that are vulnerable to attacks due to weak early detection of security gaps. For this reason, this study implements a combination of Nmap and Metasploit Framework as the main tools in proactively detecting and testing system vulnerabilities. The research...
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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 Effect of Kinesio Taping on Carpal Tunnel Syndrome in Informal Sector Workers
Widodo, Agus
; Amithya, Farita Adhynda
; Ma’nun, Arumi Lu’lul
; Noorrahmah, Azkia
; Alvanda, Inggil Catur
; Ladjiji, Sri Sulistiani T.
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: CTS is a musculoskeletal disorder caused by compression of the median nerve, commonly occurring in informal sector workers, particularly those engaged in repetitive wrist movements, which can lead to reduced hand function and work productivity. This study aims to determine the relationship between occupational risk factors and pain with the Boston Carpal Tunnel Questionnaire (BCTQ) score in informal sector workers with CTS after kinesiotaping. Methods: This study used a quasi-exper...
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Differences in the Effects of Strengthening on Bosu and Activity-Based Exercises on Hallux Valgus Pain
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Hallux valgus is a deformity of the first toe characterized by outward bending due to a valgus position at the metatarsophalangeal joint. This deformity can cause pain and interfere with daily activities, especially among working women. To determine the difference in the effects of Strengthening on bosu and Activity-Based Exercises on reducing pain caused by hallux valgus in working women in Bulakrejo Village. Methods: This study used a quasi-experimental two-group with a pre-test...
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Literature Review: Neuromuscular Taping and Exercise for Diabetes Mellitus
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: This literature review study was motivated by global health challenges such as diabetes mellitus (DM), which has become a significant global health issue, particularly in Indonesia, which ranks seventh in the world. Complications from DM, such as diabetic neuropathy, drastically affect patients' quality of life. Non-pharmacological approaches, such as neuromuscular taping therapy (NMT) and physical exercise, can reduce the risk of complications and thus be an effective additional s...
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Students’ Errors in Exponential and Logarithmic Functions: An Error Analysis Using AVAEM Categories
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
This study aims to analyze students' errors in exponential and logarithmic functions using the AVAEM error category framework: ARITH, VAR, AE, EQS, and MATH. A qualitative method with a case study approach was employed. Thirty-four tenth-grade students from a high school in Samarinda City were involved as research subjects. Data were collected through written tests and interviews with representatives from each error category. The identified AVAEM errors included: 1) ARITH—errors in understanding...
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