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Pemodelan Tren Kasus Hiv dan Klasterisasi Wilayah menggunakan Algoritma K-Means dan Decision Tree - Studi Kasus di Kabupaten Bogor
Dinamik
Vol 31
, No 1
(2026)
Infectious diseases remain a dynamic and evolving public health threat, requiring data-driven approaches for early detection and targeted policy planning. This study aims to model spatio-temporal trends and clustering patterns of HIV transmission in Bogor Regency during the period 2020–2023 by utilizing a combination of unsupervised and supervised machine learning techniques. The dataset was obtained from the Bogor Regency Health Office and includes annual data on the number of HIV cases across...
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Prediksi Jumlah Donor Darah menggunakan Pendekatan WMA dI Kantor PMI Kabupaten Asahan
Dinamik
Vol 31
, No 1
(2026)
The rapid development of information technology in today's digital era has significantly impacted organizational performance, particularly in data management and resource planning. One organization that heavily relies on accurate data availability is the Indonesian Red Cross (PMI), especially its Blood Donor Unit (UDD). UDD PMI of Asahan Regency faces challenges in determining monthly blood donor targets to maintain stable blood stock. A shortage of blood supply can be fatal for patients requiri...
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Sistem Prediksi Prestasi Akademik Mahasiswa Program Studi Pendidikan Agama Islam Menggunakan C4.5
Dinamik
Vol 31
, No 1
(2026)
Current advances in information technology have encouraged universities to utilize student academic data as a basis for decision-making, one of which is predicting academic achievement. This study aims to apply the C4.5 algorithm to develop a system for predicting student academic success in the Islamic Religious Education Study Program. This method was chosen because it produces a decision tree model that is easy to understand and has a high level of accuracy. The data used comes from student a...
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Perbandingan Metode Maut, Smart dan Waspas dalam Sistem Pendukung Keputusan menentukan Karyawan Terbaik pada Sisilia Boutique
Dinamik
Vol 31
, No 1
(2026)
This study compares the effectiveness of MAUT (Multi-Attribute Utility Theory), SMART (Simple Multi-Attribute Rating Technique), and WASPAS (Weighted Aggregated Sum Product Assessment) methods in a decision support system for determining the best employees at Sisilia Boutique. The quality of human resources is crucial in the retail business, but performance evaluation is often influenced by subjectivity. To address this, a multi-criteria-based decision support system is needed. MAUT translates p...
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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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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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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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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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The Relationship Between Sitting Duration and the Incidence of Low Back Pain Among Bus Drivers
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Background: The job of a bus driver requires sitting for long periods in a static position within a confined workspace. This condition poses a risk of musculoskeletal disorders, especially low back pain (LBP), which is caused by high biomechanical stress on the spine. LBP is one of the most common complaints among informal sector workers such as drivers, who often neglect occupational safety and health factors. This can occur due to prolonged sitting without breaks and non-ergonomic sitting posi...
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The Correlation Between Anxiety Levels and Blood Sugar Levels in Elderly People in Malang City
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Anxiety is a common mental health problem among elderly and can affect physiological conditions, including blood glucose levels. This study aims to analyze the relationship between anxiety levels and random blood glucose levels in elderly in Malang City. Methods: An analytical observational study with cross-sectional approach involved 68 elderly respondents aged ≥60 years from three nursing homes in Malang City using purposive sampling technique. Anxiety levels were measured using...
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