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“Demata 2.0”: An On-Device AI Assistive Technology for the Visually Impaired Integrating YOLOv10 and OCR
Abadi, Reza Febri
; Pratama, Toni Yudha
; Asmiati, Neti
; Devi, Ade Anggraini Kartika
; Yuwono, Joko
; Dwi Setia Permana
; Bahrudin, Febrian Alwan
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Accessibility to printed materials and independent recognition of the environment remain key challenges for students with visual impairments. To address this issue, this study introduces Demata 2.0, a fully offline on device multimodal AI system. The system integrates Google ML Kit for Optical Character Recognition (OCR) and the YOLOv10 model via TensorFlow Lite for object detection. A mathematical distance algorithm in the RGB color space enables color identification. Evaluation showed that obj...
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PENGGUNAAN MEDIA FILM SEBAGAI PEMBENTUKAN KARAKTER SISWA SEKOLAH DASAR
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 4
, No 2
(2025)
Penelitian ini bertujuan untuk melakukan telaah pustaka mengenai pemanfaatan media film dalam membentuk karakter peserta didik di tingkat Sekolah Dasar. Pendekatan yang digunakan adalah literature review dengan langkah-langkah berupa identifikasi, analisis, evaluasi, dan interpretasi terhadap sejumlah artikel ilmiah yang relevan. Sumber data diperoleh dari berbagai jurnal yang terindeks dalam Google Scholar, dengan kata kunci "film pendidikan", "pembentukan karakter", dan "Sekolah Dasar". Dari p...
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PEMBERDAYAAN EKONOMI MASYARAKAT MELALUI PENERAPAN TEKNOLOGI PASCA PANEN UNTUK MEMPRODUKSI POPCORN DI DESA LORAM WETAN – KABUPATEN KUDUS
Jurnal Pengabdian Masyarakat Unwahas
Vol 10
, No 2
(2025)
Sektor pertanian masih menjadi penggerak roda perekonomian terbesar di Indonesia. Pekerjaan sebagai petani, juga menjadi mata pencaharian sebagian besar masyarakat di pedesaan. Saat musim panen tiba, berbagai komoditas seperti padi, ketela, jagung dan lainnya melimpah ruah di pasar. Ketersediaan barang yang cukup besar seringkali berdampak pada melemahnya harga barang. Perlu dilakukan diversifikasi produk dengan mengolah hasil pertanian menjadi produk akhir, bukan lagi barang mentah. Tujuan prog...
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Pengembangan sistem informasi geografis untuk pemetaan bangunan gedung pemerintah di kota Bandung
Hafsah Islamiati Ayuningtyas
; Wahyu Purnama Sari
; Bintang Bahari
; Triansyah Amarullah Ahmad Prayoga
; Prawira Setia Ramdhani
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 3
(2025)
Advancements in information technology have created significant opportunities for more efficient spatial data management, including the mapping of government buildings. To support this effort, this study develops a web-based geographic information system for mapping government buildings in Bandung City using Leaflet.js. The system aims to facilitate interactive map visualization and provide more accurate and structured access to spatial data. The Agile method is applied in the system development...
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Evaluasi Dinamika Titik Berat Kursi Roda pada Kemiringan Jalan 20° Berdasarkan Simulasi dan Perhitungan Analitis
Majalah Ilmiah Momentum
Vol 21
, No 2
(2025)
According to data from Indonesia’s Central Statistics Agency (BPS) and the Ministry of Social Affairs [1,2], over 5.3 million individuals with physical disabilities face mobility challenges, particularly when using wheelchairs on sloped terrain. A major issue is the instability of manual wheelchairs on steep inclines, which increases the risk of tipping and requires assistance. This study aims to evaluate the dynamics of center of gravity (COG) shifts in wheelchairs on road slopes up to 20°, usi...
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Integrating Quantum, Deep, and Classic Features with Attention-Guided AdaBoost for Medical Risk Prediction
Kusuma, Muh Galuh Surya Putra
; Setiadi, De Rosal Ignatius Moses
; Herowati, Wise
; Sutojo, T.
; Adi, Prajanto Wahyu
; Dutta, Pushan Kumar
; Nguyen, Minh T.
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Chronic diseases such as chronic kidney disease (CKD), diabetes, and heart disease remain major causes of mortality worldwide, highlighting the need for accurate and interpretable diagnostic models. However, conventional machine learning methods often face challenges of limited generalization, feature redundancy, and class imbalance in medical datasets. This study proposes an integrated classification framework that unifies three complementary feature paradigms: classical tabular attributes, dee...
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LITERATA: Equitable Access for Students with Disabilities Through Inclusive Curriculum Developments
RADIANT: Journal of Applied, Social, and Education Studies
Vol 7
, No 1
(2025)
Education is a key tool for personal and societal growth, providing the knowledge and skills needed to thrive in a complex world. This study explores the development and implementation of LITERATA, an inclusive and disabilities-friendly curriculum designed to improve access to quality education for students with disabilities in Binjai, North Sumatra. Using a qualitative approach, the research draws on secondary data from academic publications, government policies, and case studies of inclusive p...
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GRAMMATICAL CHALLENGES IN TRANSLATING WAYANG ORANG SCRIPTS: A CASE STUDY ON OMISSION AND MISFORMATION ERRORS
English Research Journal : Journal of Education, Language, Literature, Arts and Culture
Vol 9
, No 1
(2025)
This study examines grammatical errors in the translated scripts of Wayang Orang Sriwedari by MBKM Matching Fund students at Universitas Slamet Riyadi Surakarta. Using Dulay et al.’s (1982) Surface Strategy Taxonomy, the analysis focuses on Omission and Misformation errors, which frequently occur in the texts. Omission errors (54 cases) involve missing auxiliary verbs and prepositions, while Misformation errors (52 instances) result from incorrect verb forms and article usage, affecting readabil...
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Membangun Loyalitas Karyawan di Era Transformasi: Peran Lingkungan Kerja, Motivasi, Work-Life Balance, serta Mediasi dan Moderasi Kepuasan Kerja
Jurnal Ilmiah Serat Acitya
Vol 14
, No 2
(2025)
Penelitian ini bertujuan untuk menganalisis pengaruh Lingkungan Kerja, Motivasi, dan Work-Life Balance terhadap Loyalitas Karyawan di Perusahaan EPC di Jakarta, dengan Kepuasan Kerja sebagai variabel mediasi dan moderasi. Penelitian ini menggunakan pendekatan kuantitatif dengan melibatkan total 259 responden yang dipilih melalui teknik purposive sampling. Data dikumpulkan menggunakan kuesioner terstruktur dan dianalisis dengan metode Partial Least Squares-Structural Equation Modeling (PLS-SEM)....
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BUILDING SUSTAINABILITY AWARENESS: INTEGRATING ESD INTO HUMAN DIGESTIVE SYSTEM EDUCATION
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 2
(2025)
In response to global environmental challenges such as climate change, pollution, and resource depletion, this study aimed to develop and evaluate Education for Sustainable Development (ESD)–oriented science learning materials on the human digestive system to enhance students’ sustainability awareness. Employing a Research and Development (R&D) approach and the ADDIE model, the instructional materials were implemented in a quasi‑experimental design with two eighth‑grade groups at SMP Negeri ...
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