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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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DEVELOPMENT OF AN ULTRASOUND PHANTOM WITH MODIFIED VISCOSITY TO SIMULATE HUMAN SOFT TISSUE
Ulin Nuha ABA, M.Si, Muhammad
; Haris Kuspranoto, Abdul
; ., Mugiyanto
; Hadi, Syaikhul
; Satrio Anggono, Christopher Nicolaus
; Ahmad ilham, Gus
; Ulin Nuha ABA, M.Si, Muhammad
; Haris Kuspranoto, Abdul
; ., Mugiyanto
; Hadi, Syaikhul
; Satrio Anggono, Christopher Nicolaus
; Ahmad ilham, Gus
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
The diagnostic accuracy and success of ultrasound-based intervention procedures depend heavily on the quality of device calibration and the expertise of medical personnel. The development of ultrasound phantoms that can realistically replicate the acoustic and mechanical properties of human soft tissue is a crucial requirement in medical education and the standardisation of electromedical technology....
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Analisa & Implementasi Gamification – Data Science Untuk Menghasilkan Framework Gameedu 101
Gamayanto, Indra
; Wibowo, Sasono
; Sukamto, Titien Suhartini
; Gardianto, Gilang Rizky
; Harini, Harini
Journal of Informatics Education
Vol 9
, No 1
(2026)
Pertumbuhan pesat lingkungan pembelajaran digital menciptakan peluang baru sekaligus tantangan dalam mempertahankan keterlibatan pengguna, motivasi, dan pengalaman belajar yang dipersonalisasi. Sistem e-learning konvensional umumnya masih bergantung pada penyampaian materi statis sehingga sering menyebabkan rendahnya partisipasi dan tingginya angka putus belajar. Penelitian ini mengusulkan GameEdu Framework 101, sebuah model terintegrasi yang menggabungkan prinsip gamifikasi dan teknik data scie...
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Aplikasi Pemasaran Digital berbasis mobile untuk meningkatakn daya saing UMKM Lokal Meubel Tiarah Palu
Journal of Informatics Education
Vol 9
, No 1
(2026)
Usaha Mikro, Kecil, dan Menengah (UMKM) meubel lokal di Kota Palu memiliki potensi yang besar dalam mendukung pertumbuhan ekonomi daerah. Namun, pelaku usaha masih menghadapi berbagai kendala dalam pemasaran produk, antara lain keterbatasan jangkauan pasar, penggunaan metode promosi yang masih konvensional, serta rendahnya pemanfaatan teknologi digital. Kondisi tersebut berdampak pada rendahnya daya saing produk UMKM dibandingkan dengan produk sejenis dari luar daerah yang telah memanfaatkan pem...
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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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Optimization of Tracking Algorithm on Mouse Movement Monitoring Platform in Medical Testing
Ibrahim, Sutrisno
; Rohmani, Rahmat
; Hariyono, Joko
; Rahutomo, Faisal
; Wiyono, Nanang
; Yudhani, Ratih
Accurate monitoring of mouse behavior in the Elevated Plus Maze (EPM) is essential for anxiety-related biomedical research, yet manual observation is time-consuming, subjective, and prone to human error. This study proposes an optimized automated tracking framework that integrates YOLOv8 detection with tracking methods including an adaptive Kalman Filter and DeepSORT, and compares them with conventional trackers such as CSRT and GOTURN. System performance was evaluated using Intersection over Un...
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A data analytics driven digital supervision model for enhancing school counselors’ competencies in the era of technological transformation
This study addresses the need to enhance school counselors’ professional competencies through innovative supervision approaches in the era of digital transformation. The study aimed to develop and validate a data analytics-based digital supervision model for school counseling using a mixed-methods design. The quantitative phase involved 150 school counselors whose competencies were measured using a validated scale (Cronbach’s ? = .89). Results showed a significant increase in competency scores f...
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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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Integrating cognitive, narrative, and taluba into ALIVE counseling model for passive suicidal ideation: An NIH stage 1A study
Passive suicidal ideation among university students is increasingly assoc1Ated with depression, hopelessness, loneliness, and elevated suicide risk. However, most suicide prevention interventions remain focused on active suicidality, while culturally responsive interventions specifically targeting passive suicidal ideation remain limited. This study aimed to develop and validate the ALIVE Counseling Model, integrating cognitive-behavioral counseling, narrative counseling, and Taluba local wisdom...
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