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Analisis Pola Keterlibatan Belajar Berbasis Learning Analytics pada LMS
Journal of Informatics Education
Vol 9
, No 1
(2026)
Penelitian ini menganalisis pola keterlibatan mahasiswa dalam pembelajaran daring menggunakan data learning analytics yang terekam dalam Learning Management System. Penelitian menggunakan desain kuantitatif deskriptif dengan data sekunder empiris dari satu mata kuliah daring selama delapan minggu yang melibatkan 120 mahasiswa. Indikator yang dianalisis meliputi frekuensi login, akses materi, durasi penggunaan sistem, partisipasi forum, ketepatan pengumpulan tugas, penyelesaian aktivitas, dan sko...
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Application of LSTM and MODIS Satellite Imagery for Forecasting Oceanographic Dynamics and Identifying Potential Fishing Zones in the Sunda Strait
Khalifa, Muta Ali
; Yudono, Muchtar Ali Setyo
; Prabowo, Nico Wantona
; Santoso, Prakas
; Rachmanto, Farhan
; Prasetia, Aditya Teguh
This study integrates AQUA-MODIS satellite imagery with the Long Short-Term Memory (LSTM) model to forecast oceanographic dynamics and identify Potential Fishing Zones (PFZ) in the Sunda Strait. The dataset spanning from January 2014 to December 2024 was used for model training, while forecasts for January–August 2025 were validated using in-situ observations from six sampling stations. The model predicted sea surface temperature (SST), chlorophyll-a concentration, and ocean current speed, with...
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Inovasi Desalinasi Terpadu untuk Kemandirian Air Bersih dan Ketahanan Pangan di Desa Pesisir: KolaborasiPetani, BUMDes, dan Tempat Ibadah: Integrated Desalination Innovation for Clean Water Independence and Food Security in Coastal Villages: Collaboration Farmers, Village-Owned Enterprises, and Places of Worship
Irawansah, Opi
; Susanti, Susanti
; Ma’ruf, Anwar
; Nurwibowo, Fajar
; Hikmawati, Isna
; Sapundani, Rum
; Almahdi, Nuh
; Miftah, Rasyid
; Rizkya, Dayna
; Zaqia Alwi, Myra
; Putri Maulida, Nandita Vitarin
; Nurwibowo, Fajar
Ujung Alang Village, located in Kampung Laut Subdistrict, Cilacap Regency, is a coastal area facing critical challenges in freshwater availability due to seawater intrusion and limited access to clean water sources. This condition affects domestic needs, sanitation, and the productivity of local agriculture. The Kosabangsa 2025 Program was implemented as a strategic effort to enhance water self-sufficiency and food security through the application of solar-powered Reverse Osmosis (RO) desalinati...
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Analysis of Cardiac Arrhythmia Detection Using Spectrograms and Convolutional Neural Networks (CNN) for Nursing Care
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
Cardiac arrhythmia is a leading cause of sudden death, requiring rapid detection in emergency department nursing care. Manual interpretation of electrocardiograms (ECGs) is often time-consuming and prone to human error. This study aims to develop a lightweight and accurate automated arrhythmia classification system using a deep learning approach. The proposed method transforms one-dimensional ECG signals into two-dimensional visual representations in the form of spectrograms using the Short-Time...
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A CIA-based Sustainable Security Risk Mitigation Model for E-Certificate Systems
Suharsono, Teguh Nurhadi
; Choi , John
; Agusiady , Raden Ricky
; Saepudin, Didin
; Sukadwilinda
; Purwanto, Heri
; Savitri , Peti
; Munastha, Ketut Abimanyu
E-certificates are increasingly adopted across sectors, yet existing studies have not developed an integrated risk mitigation model that combines CIA-based sustainable security with operational and stakeholder perspectives. Current frameworks primarily address isolated technical risks or focus on general PKI security, leaving a gap in holistic modeling tailored to end-to-end e-certificate implementation. This study addresses this gap by proposing a Sustainable Security Risk Mitigation Model for...
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From wisdom to life satisfaction: Unpacking the mediating role of gratitude
Adolescents’ life satisfaction is an important indicator of subjective well-being and has been associated with better mental health and academic adjustment. This study examined the effect of wisdom on life satisfaction among high school students and tested gratitude as a mediator of this relationship. A quantitative cross-sectional design was employed using simple mediation analysis (PROCESS Macro Model 4). The participants were 544 high school students in Semarang, selected through random sampl...
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The challenges of recovery resilience in drug addicted clients: An addiction counselor's perspective
Drug addiction is a problem for addicted clients who need help recovering from addiction counselors. However, the challenges of resilience to recovery in the outpatient rehabilitation process are caused by social stress and the lack of meaning in life. Therefore, the research objective was to explore the challenges of resilience in recovery from drug addiction from the perspective of addiction counselors. A descriptive phenomenological design was used, supported by in-depth interviews with two p...
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Digital empathy in online communication: A systematic literature review
The rapid development of digital technology has transformed how individuals communicate in modern society, reducing nonverbal cues essential for emotional understanding. Consequently, digital empathy defined as the ability to understand and respond to others’ emotions through digital media has gained increasing attention. This study aims to synthesize research trends and challenges related to digital empathy in online communication through a Systematic Literature Review (SLR) of peer-reviewed ar...
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Relationship of Age, Working Period, and Work Fatigue with Musculoskeletal Disorders (MSDs) Among Weaving Workers in Textile Industry
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Gangguan Muskuloskeletal (MSD) adalah gejala umum yang dialami oleh pekerja industri tekstil akibat aktivitas kerja berulang, postur statis, dan beban kerja fisik yang tinggi. Penelitian ini bertujuan untuk menganalisis hubungan antara usia, masa kerja, dan kelelahan kerja dengan gejala MSD di antara pekerja area tenun di industri tekstil. Metode: Penelitian kuantitatif ini menggunakan desain cross-sectional dengan 100 responden yang dipilih melalui simple random sampling. Data diku...
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Emotional regulation skills: psychometric analysis in college students
The rising incidence of psychological distress in higher education calls for the availability of precise assessment tools; however, the adaptation of comprehensive emotion regulation instruments in the context of Indonesian students remains limited. This study aims to conduct a psychometric analysis of the Indonesian version of the Emotion Regulation Skills Questionnaire (ERSQ) and to explore the influence of demographic factors on these skills. Using a cross-sectional survey design, data were c...
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