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Data-Driven Machine Learning Models for Steam Turbine Efficiency Prediction
Increased electricity consumption in Indonesia requires coal-fired power plants to operate at high efficiency. This study proposes a data-driven approach to predict the efficiency of coal-fired steam turbines by utilizing 844 historical operational data points from the XYZ coal-fired power plant. Input variables include main steam pressure and temperature, main steam flow, final feedwater temperature, and condenser vacuum pressure. Four machine learning algorithms, namely Random Forest, Extra Tr...
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OPTIMALISASI SISTEM APLIKASI RESERVASI TIGA SERANGKAI SMART OFFICE (TSSO) MENGGUNAKAN BLACK-BOX TESTING DAN PANDUAN PENGGUNAAN
Abdi Teknoyasa
(2026)
PT Tiga Serangkai Pustaka Mandiri merupakan perusahaan penerbitan percetakan nasional dengan mobilitas operasional serta intensitas penggunaan ruang yang tinggi. Pengaturan fasilitas secara manual berpotensi menimbulkan tumpang tindih jadwal peminjaman. Penelitian ini bertujuan untuk mengoptimalkan sistem informasi reservasi ruangan bernama Reservasi TSSO melalui penjaminan kualitas fungsionalitas sistem dan penyusunan dokumentasi teknis pendukung. Metode yang digunakan dalam penelitian ini meli...
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IMPLEMENTASI DAN ANALISIS KINERJA SISTEM MONITORING JARINGAN BERBASIS ZABBIX PADA DINAS KOMUNIKASI DAN INFORMATIKA KABUPATEN KARANGANYAR
Abdi Teknoyasa
(2026)
Infrastruktur jaringan di instansi pemerintahan membutuhkan pengawasan terus-menerus untuk menjamin kualitas pelayanan publik. Praktik Kerja Nyata (PKN) ini bertujuan untuk mengimplementasikan Network Monitoring System (NMS) berbasis Zabbix pada Dinas Komunikasi dan Informatika Kabupaten Karanganyar serta melakukan evaluasi kinerja dengan membandingkannya terhadap Grafana. Metode pelaksanaan mencakup konfigurasi Simple Network Management Protocol (SNMPv2c) pada router MikroTik BLC, integrasi hos...
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ANALISIS KOMUNIKASI KAMPANYE SOSIAL DAN LINGKUNGAN INFLUENCER RAISA ANDRIANA DALAM MENDUKUNG SDGS
Faizal, Deza Mohamad
; Program Studi Magister Media dan Komunikasi, Fakultas Ilmu Komunikasi, Universitas Pancasila, Jakarta
; Sudarto, Sudarto
; Program Studi Magister Media dan Komunikasi, Fakultas Ilmu Komunikasi, Universitas Pancasila, Jakarta
; Pratiwi, Aprilianti
; Program Studi Magister Media dan Komunikasi, Fakultas Ilmu Komunikasi, Universitas Pancasila, Jakarta
Aguna: Jurnal Ilmu Komunikasi
Vol 7
, No 2
(2026)
Penelitian ini menganalisis strategi komunikasi kampanye sosial dan lingkungan yang dilakukan oleh influencer Raisa Andriana melalui platform Instagram dalam mendukung pencapaian Sustainable Development Goals (SDGs). Penelitian ini dilatarbelakangi oleh semakin besarnya peran media sosial dan tokoh masyarakat dalam menggerakkan kesadaran serta partisipasi masyarakat terhadap isu-isu kemanusiaan dan lingkungan global. Dengan menggunakan pendekatan kualitatif dan metode analisis deskriptif, peneli...
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Sistem Rekomendasi Multimodal Pada E-Commerce Menggunakan Transformer Integrasi Teks Deskripsi Dan Gambar Produk Untuk Mengatasi Item Cold-Start
Journal of Informatics Education
Vol 9
, No 1
(2026)
Penelitian ini mengembangkan sistem rekomendasi multimodal berbasis Transformer yang mengintegrasikan teks deskripsi dan gambar produk untuk mengatasi masalah cold-start pada e-commerce. Fokus utama penelitian adalah menguji efektivitas sistem rekomendasi multimodal dengan evaluasi Top-K (Recall, NDCG, MRR) pada dua domain: Overall dan Cold-start. Hasil eksperimen menunjukkan bahwa model berbasis konten tunggal (text-only dan image-only) lebih stabil dalam menghadapi item cold-start dibandingkan...
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Design and Evaluation of Hazard Analysis Procedures in Mining Occupational Safety Programs
Workplace accidents in the mining industry remain high, highlighting the need for systematic hazard analysis to strengthen Occupational Health and Safety (OHS) programs. This study aims to design and evaluate a Hazard Analysis Procedure (HAP) model for PT. XYZ. Using quantitative methods, the research applied the Fuzzy Delphi technique to validate OHS parameters and the Fuzzy Analytic Hierarchy Process (FAHP) to determine their relative weights. Data were obtained from ten certified OHS experts...
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Evaluating Behavior-Driven Metrics in Gamified Hybrid Environments: A Structural Analysis Approach
Henka Bayu Seta
; Zatin Niqotaini
; Sarika Afrizal
; Theresiawati
; Artika Arista
; Rapolo Joshua Napitupulu
; Muhammad Ibrahim Al Farisi
Despite the widespread adoption of gamification in higher education, a significant research gap remains regarding the structural pathways through which specific game elements influence psychological drivers and academic success in hybrid settings. This study addresses this by evaluating the impact of badges, points, progress bars, and leaderboards on student motivation and outcomes using a quantitative approach with a sample of 437 university students in Indonesia. Data were analyzed using Parti...
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Enhancing self-regulated learning through artificial intelligence: experimental evidence from high school students
Self-regulated learning is a critical competency for supporting students’ academic success, yet its development remains limited by outdated, inflexible teaching approaches. Meanwhile, the potential of artificial intelligence in education continues to grow, but empirical evidence regarding its effectiveness in enhancing self-regulated learning among secondary school students in Indonesia remains limited. This study aims to test the effectiveness of using an artificial intelligence application in...
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Fostering elementary students’ civic intellectual and participatory skills through video-based moral reasoning instruction
The low level of civic skills among elementary school students, especially in intellectual and participatory aspects, reveals the need for innovative teaching methods that foster moral reasoning and active student engagement in social contexts. Video-based moral reasoning instruction is seen as a potential solution, bridging this gap by integrating concrete visualization with moral reflection. This study aims to analyze the effectiveness and mechanisms of this approach in developing civic intell...
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The Effectiveness of Combined Hatha Yoga and Tandem Walking Exercise on Balance among Older Adults in Malang
Rosidah, Nikmatur
; Ameylia, Ananda Viona
; Yuliadarwati, Nungki Marlian
; Prastowo, Bayu
; Ningrum, Annisa Salsabila Budi
; Rizal, Fahmi
; Acharya, Anup
; Prasetyo, Dwi Agung
FISIO MU: Physiotherapy Evidences
Vol 7
, No 2
(2026)
Introduction: Age-related declines in muscle strength, proprioception, and postural control contribute to balance impairment among older adults and increase the risk of falls. Non-pharmacological interventions, particularly structured physical exercise combining relaxation and balance training, have been recommended to improve balance performance. This study aimed to evaluate the effect of a combined Hatha Yoga and Tandem Walking Exercise program on balance among older adults in Malang. scores....
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