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The Relationship Between Workload, Work Duration, and Water Consumption with Heat Strain Among Workers in the Purwogondo Tofu Industry, Kartasura
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Penerapan standar Keselamatan dan Kesehatan Kerja (K3) seringkali diabaikan di sektor informal, khususnya di pabrik tahu, yang menyebabkan peningkatan risiko kesehatan bagi pekerja. Mengingat sifat produksi tahu tradisional yang melibatkan paparan panas tinggi dan potensi jam kerja yang panjang, analisis faktor-faktor yang memengaruhi paparan panas sangat dibutuhkan untuk melindungi kesehatan pekerja. Studi ini bertujuan untuk menganalisis hubungan antara beban kerja, durasi kerja,...
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Premarital guidance based on the prepare model (premarital preparation and relationship enhancement) to improve students’ readiness for marriage
The low level of marriage readiness among college students is a significant issue in the field of Guidance and Counseling, as it is linked to high rates of marital conflict and divorce among young married couples. Research on PREPARE-model-based premarital guidance services for college students remains relatively limited, particularly in the context of higher education institutions in Indonesia. This study aims to test the effectiveness of PREPARE (Premarital Preparation and Relationship Enhance...
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Community-Based Screening and Risk Analysis of Adolescent Idiophatic Scoliosis
FISIO MU: Physiotherapy Evidences
Vol 7
, No 2
(2026)
Introduction: The high prevalence and potential complications of adolescent idiopathic scoliosis (AIS) highlight the importance of early screening to detect scoliosis risk and identify related factors. Early identification allows for timely monitoring of spinal deformities and early intervention, such as bracing. While most studies have focused on school-based populations, community-dwelling adolescents may also be at risk due to differences in daily physical activities and lifestyle patterns. T...
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A Study on the Rationality and Adverse Drug Reactions (ADR) of RHZE Use in Tuberculosis Patients at Dr. Soeselo Regional General Hospital, Tegal Regency
The use of anti-tuberculosis drugs (ATDs) requires comprehensive evaluation to ensure the rational therapy and minimize adverse effects that could compromise treatment outcomes. The intensive phase of ATD use is a critical stage because patients are still in the early stages of treatment, making them vulnerable to side effects and therapeutic inaccuracies. This study is a descriptive observational with a cross-sectional design and a prospective approach involving 67 tuberculosis patients in the...
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Collaborative leadership between principals and school counselors as a predictor of students' PERMA well-being in wetland-based senior high schools
Student well-being is increasingly recognized as a core indicator of educational quality, yet its structural and leadership determinants remain underexplored in wetland-based school systems. This study critically examines whether collaborative leadership between principals and school counselors predicts students’ PERMA well-being in public senior high schools in Provinsi Kalimantan Selatan, Indonesia. Using a multisite quantitative survey, data were collected online from 12 randomly selec...
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Comparative Deep Learning Models for Indonesian Gold Price Forecasting
Putra, Albi Pernata Jomantara
; Williamsyah, Baginda Mi’raj
; Rizal, Achmad
; Dewanta, Favian
; Prasasti, Anggunmeka Luhur
; Ziani, Said
This study evaluates LSTM, CNN-LSTM, LSTM-GRU, and CNN-LSTM-GRU architectures for forecasting Indonesian gold prices using 1,269 daily observations (2022–2025). Models utilized Bayesian-optimized hyperparameters and were benchmarked against ARIMA-GARCH and Random Forest baselines across 30-day and 365-day horizons. Performance was assessed via MAE, RMSE, R², and MAPE, confirming deep learning’s superiority in capturing non-linear dynamics over classical methods. The LSTM-GRU achieved the best nu...
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Grouping of Student Attendance Discipline Levels Based on Daily Attendance Data Using the K-Means Algorithm
Putri, Syahwa Mutiara
; Rahmawati, Anita
; Bella, Alfina Chintya
; Gurowo, Damar Aji
; Arifin, Muhammad
; Putri, Syahwa Mutiara
; Rahmawati, Anita
; Bella, Alfina Chintya
; Gurowo, Damar Aji
; Arifin, Muhammad
Kedisiplinan kehadiran siswa merupakan aspek penting dalam proses pembelajaran karena mencerminkan partisipasi, tanggung jawab, dan kepatuhan terhadap aturan sekolah. Namun, data absensi sering kali hanya diperlakukan sebagai catatan administratif dan jarang dianalisis untuk mengidentifikasi pola keterlambatan yang berulang. Penelitian ini bertujuan untuk mengelompokkan pola keterlambatan siswa berdasarkan data absensi harian menggunakan algoritma K-Means guna memberikan gambaran yang lebih ters...
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Analisis Perbandingan Yolov11 dan MobileNetV3 untuk Klasifikasi Varietas Padi
Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
; Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 17
, No 1
(2026)
Penelitian ini bertujuan untuk menganalisis dan membandingkan kinerja model YOLOv11 dan MobileNetV3 dalam mengklasifikasikan varietas padi berdasarkan gambar digital. Kumpulan data terdiri dari 10.000 gambar yang mewakili lima varietas padi, yaitu Arborio, Basmati, Ipsala, Jasmine, dan Karacadag. Kumpulan data tersebut dibagi menjadi set pelatihan dan set pengujian, dengan proses pelatihan dilakukan selama 100 epoch. Hasil evaluasi menunjukkan bahwa MobileNetV3 mencapai akurasi klasifikasi sebes...
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Implementasi Framework Laravel untuk Pemrosesan Nilai Akademik Berbasis Web Menggunakan Metode Agile
Lestari , Alishya Silva
; Al Amin, Muhammad Abdul Aziz
; Septiani, Alda
; Ferliansyah, Rayhan
; Marsehan, Ahmad
; Lestari , Alishya Silva
; Al Amin, Muhammad Abdul Aziz
; Septiani, Alda
; Ferliansyah, Rayhan
; Marsehan, Ahmad
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 3
, No 1
(2026)
Pengolahan nilai akademik di sekolah dasar masih banyak dilakukan secara manual menggunakan buku nilai atau aplikasi sederhana seperti spreadsheet, sehingga menimbulkan ketidakefisienan, duplikasi data, dan tingginya risiko kesalahan pencatatan. Penelitian ini bertujuan untuk mengembangkan sistem pengolahan nilai akademik berbasis web dengan mengimplementasikan framework Laravel dan metode Agile. Penelitian ini menggunakan pendekatan mixed method, yaitu pengumpulan data kualitatif melalui observ...
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Formulation of Indigofera sp. Leaf Extract Nanoparticles Using Ionic Gelation and Freeze-Drying Method as a Feed Supplement for KUB Chickens: Improving Physicochemical Properties and Feed Applicability of Indigofera Extract
This study aimed to formulate nanoparticles of ethanol extract of Indigofera sp. leaves using the ionic gelation method combined with freeze-drying, and to evaluate their potential as a feed supplement for Kampung Unggul Balitbangtan (KUB) chickens. Indigofera leaves are known to be rich in bioactive compounds, particularly tannins and flavonoids, which act as natural antioxidants that can enhance poultry growth performance and health. However, their limited stability and bioavailability reduce...
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