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Camera-Based Smart Mirror with Machine Learning for Postural Analysis: System Development and Reliability Evaluation
Early postural assessment using camera-based systems remains technically challenging due to variability in user positioning and limited evaluation of measurement repeatability. This study presents the development and repeatability evaluation of a smart mirror system for automated postural analysis using pretrained pose estimation and rule-based geometric classification. The system consists of a fixed camera mounted above a mirror and a connected computing device for real-time processing and visu...
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Differences in Knowledge Levels in Providing Online Fire Simulations and Offline Fire Simulations at a Steel Manufacturing Company in Semarang
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Perusahaan manufaktur besi dan baja memiliki potensi bahaya kebakaran yang tinggi karena proses produksinya menggunakan suhu di atas 400°C. Oleh karena itu, kemampuan pekerja dalam menurunkan risiko kebakaran dan merespons keadaan darurat kebakaran sangat diperlukan. Metode: Penelitian ini merupakan penelitian kuantitatif dengan metode kuasi-eksperimen menggunakan desain pre-test dan post-test. Penelitian melibatkan 50 pekerja yang dibagi menjadi dua kelompok. Kelompok pertama mend...
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The influence of self-concept conflict and parental influence on emotional and personality-related career decision-making difficulties in special sports class students
This study aims to explore how self-concept conflict and parental influence impact the emergence of emotional and personality barriers in the career decision-making process, specifically among KKO students at SMA Negeri 1 Pengasih. This study employed a quantitative correlational method, involving 108 students as a sample using a saturated sampling technique. Validity was assessed through expert judgment, while reliability was calculated using Cronbach's Alpha. Data were statistically processed...
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Beyond self-control: self-compassion as a mediator in the dynamics of self-control, self-esteem, and emotional regulation among adolescents
This study reveals the psychological mechanisms underlying emotional regulation in adolescents, emphasizing the role of self-compassion as a mediator between self-control and self-esteem. Using a quantitative approach with PLS-SEM analysis on 800 adolescents in Padang, the results indicate that all hypotheses were supported. Self-control, self-esteem, and self-compassion significantly influence emotional regulation, both directly and indirectly. Specifically, self-compassion was found to be a ke...
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Effect of Printing Speed on the Properties of 3D Printed Products Using Recycled PET Filament
Fitriyana, Deni Fajar
; Agung Efriyo Hadi
; Nugroho Suhodo
; Aldias Bahatmaka
; Januar Parlaungan Siregar
; Tezara Cionita
; Zuhriyan Ash Shiddieqy Bahlawan
; Achmad Yanuar Maulana
Recycled PET has been widely studied for its potential use in 3D printing applications. However, few research has examined how printing speed affects recycled PET filament products' mechanical and physical qualities. This research examines how printing speed influences the physical and mechanical qualities of 3D-printed PET filament goods created from mineral water bottle trash. In this study, filament fabrication is carried out using the homemade pultrusion machine, then the filament is used fo...
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Monitoring Sistem Penyiraman Tanaman Otomatis Menggunakan Sensor Kelembapan Berbasis Esp8266 Di Persemaian Rbc Perhutani Bkph Bawang
Ardana , Denny Fachreza
; Setiadi , Teguh
; Muthohir, Moh
; Ardana , Denny Fachreza
; Setiadi , Teguh
; Muthohir, Moh
Perkembangan teknologi mendorong penerapan sistem otomatis dalam bidang pertanian, termasuk pada proses penyiraman tanaman. Kelembapan tanah merupakan faktor penting yang mempengaruhi pertumbuhan tanaman, namun pada Persemaian RBC Perhutani BKPH Bawang, penyiraman masih dilakukan secara manual sehingga berpotensi tidak terkontrol dan menyebabkan kelebihan air. Penelitian ini bertujuan merancang dan mengimplementasikan sistem monitoring serta penyiraman tanaman otomatis berbasis ESP8266 dengan se...
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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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A Decision Support System Based on Transformer-Driven Sentiment Analysis of Social Media Data
The growing availability of social media data offers new opportunities for decision support systems (DSS) in large-scale human resource screening. This study proposes a technology-driven DSS architecture integrating transformer-based sentiment analysis to support early-stage candidate profiling. Its novelty lies in combining IndoBERT-based sentence embeddings with a structured DSS layer that aggregates tweet-level sentiment into risk-aware recommendations, rather than treating sentiment classifi...
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Edukasi Perilaku Hidup Bersih dan Sehat dan Kebiasaan Cuci Tangan Pakai Sabun untuk Pencegahan Diare Pada Siswa MI Muhammadiyah Randualas
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Diare masih menjadi masalah kesehatan masyarakat di Indonesia, khususnya pada anak usia sekolah dasar yang rentan akibat rendahnya penerapan Perilaku Hidup Bersih dan Sehat (PHBS) serta kurangnya praktik Cuci Tangan Pakai Sabun (CTPS). Kabupaten Boyolali termasuk salah satu daerah dengan jumlah kasus yang tinggi pada tahun 2024 mencapai 8.924 kasus diare untuk semua kelompok umur. Tujuan: Untuk meningkatkan pengetahuan siswa sekolah dasar mengenai pencegahan diare melalui PHBS se...
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Designing hypothetical learning trajectory of geometry transformation using realistic mathematics education
KOMAEDI, ZAHRA
; Putri Ayunia Rahmawati
; Saskia Eva Aprilia
; Gladis Audia Meyfika
; Putri Claudia Maharani Saputro
; Farida Nursyahidah
Geometric transformation is an important topic in mathematics that students must master. However, many students find it difficult to understand geometric transformations abstractly. Thus, the purpose of this research is to develop a learning trajectory that facilitates students' understanding of geometric transformations by using the context of Tayub Dance and GeoGebra media for ninth-grade students at junior high schools in Semarang. The approach applied is Realistic Mathematics Education (RME)...
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