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Analisis Sentimen Layanan Aplikasi Pendidikan Menggunakan Multinomial Naive Bayes
Journal of Informatics Education
Vol 9
, No 1
(2026)
The rapid development of educational technology has increased the use of e-learning applications such as Ruangguru, generating a large amount of user reviews on Google Play Store that can be utilized to evaluate service quality. This study aims to analyze the sentiment of Ruangguru user reviews using the Multinomial Naive Bayes algorithm. The research data consisted of 5,000 user reviews collected through web scraping techniques from Google Play Store. The data were processed through severa...
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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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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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Penerapan ROP Berbasis Business Intelligence untuk Efisiensi Persediaan Depot Barokah
Journal of Informatics Education
Vol 9
, No 1
(2026)
Pengelolaan persediaan bahan baku merupakan aspek penting dalam menjaga kelancaran operasional dan efisiensi biaya pada usaha kuliner. Depot Barokah masih melakukan pemesanan bahan baku secara manual berdasarkan perkiraan, sehingga berpotensi menimbulkan overstock maupun stock-out. Penelitian ini bertujuan menerapkan metode Reorder Point (ROP) berbasis Business Intelligence (BI) untuk menentukan waktu pemesanan ulang bahan baku secara lebih tepat dan efisien. Penelitian menggunakan pendekatan de...
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Sistem Pendukung Keputusan Penentuan Prioritas Tenaga Kesehatan di Kota Yogyakarta menggunakan Integrasi AHP, SAW, dan WP
Journal of Informatics Education
Vol 9
, No 1
(2026)
Distribusi tenaga kesehatan yang tidak merata seringkali tidak mencerminkan kebutuhan riil populasi, sehingga diperlukan alat bantu keputusan yang objektif. Penelitian ini bertujuan merancang dan membangun sistem pendukung keputusan (SPK) berbasis web untuk menentukan prioritas kecamatan yang membutuhkan penambahan tenaga kesehatan di Kota Yogyakarta. Metode Analytical Hierarchy Process (AHP) digunakan untuk menentukan bobot kriteria berdasarkan penilaian pakar, yang hasilnya menunjukkan konsist...
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Analysis of Medical Records Staff Perceptions of RME Use at Indriati Solo Baru Hospital Using the TAM Model
AZZAHRA, EVA
; Ratri Sukmaningsih, Wahyu
; Ajika Pamungkas, Canggih
; Ratri Sukmaningsih, Wahyu
; Ajika Pamungkas, Canggih
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
Electronic Medical Records are a health information system whose implementation is mandatory in all healthcare facilities in Indonesia in accordance with Minister of Health Regulation No. 24 of 2022. The success of EMR implementation is determined not only by the technology used but also by user acceptance of the system. This study aims to analyze the influence of medical records staff acceptance on the use of EMR at Indriati Solo Baru Hospital based on the Technology Acceptance Model (TAM) appr...
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Low-Dose Salinomycin Targets Multidrug Resistance via P-Glycoprotein and NF-κB in Osteosarcoma Cells
Ayu, Onarisa
; Rusda, Muhammad
; Sembiring, Rosita Juwita
; Nasution, Iqbal Pahlevi Adeputra
; Mahyudin, Ferdiansyah
; Amin, Mustafa Mahmud
; Pasaribu, Hotma Partogi
; Tobing, Tina Christina Lumban
Chemotherapy resistance in osteosarcoma remains a major clinical obstacle, largely driven by drug efflux mechanisms mediated by P-glycoprotein (ACBC1/ABCB1) and activation of NF-κB signaling (NFKB1). This study investigated the potential of Salinomycin to modulate these multidrug resistance–associated genes in U2OS osteosarcoma cells and explore its role in overcoming chemoresistance. A true experimental post-test-only control group design was used. U2OS cells were treated with varying concentra...
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Analisis Implementasi Keselamatan,Kesehatan Kerja, dan Lingkungan (K3L) dalam Pelaksanaan Praktik Di Workshop Politeknik Gajah Tunggal
Journal of Occupational Health, Hygiene and Safety
Vol 3
, No 1
(2026)
Research conducted at the Gajah Tunggal Polytechnic aims to explore the implementation of safety, health, security and environmental (K3L) practices in mechanical engineering workshops. The results show that students have a good understanding of work safety, with 96.8% of them aware of the potential dangers that exist in the workshop environment. Even though the majority of students, namely 82.25%, use personal protective equipment (PPE) during practicum, there are still 17.75% who do not use it...
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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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FTFPOS-IDF: A Fuzzy Rule-Based Thematic Term Weighting Scheme for Bloom's Taxonomy Question Classification
The increasing adoption of Artificial Intelligence (AI) in education has created a growing demand for automated and reliable assessment systems. Existing Bloom’s Taxonomy (BT) question classification approaches commonly rely on TF-IDF-based weighting schemes, which assign static term weights and often fail to capture the varying thematic importance of terms across cognitive levels. To address this limitation, this study proposes a novel Fuzzy Thematic Feature and Part-of-Speech Inverse Document...
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