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Adaptive Learning Systems for Data Conversion in EHRs through Machine Learning
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
Healthcare data management has advanced with Electronic Health Records (EHRs), enhancing the efficiency of medical procedures. Machine learning applied to EHRs transitions healthcare from reactive to proactive, supporting the cost-efficiency and sustainability goals of smart cities. However, digitizing medical records introduces security risks, especially from internal threats, necessitating strong detection systems. Research into machine learning techniques, such as decision trees, random fores...
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A Novel Classification Framework Using Transformer-Based Encoding and Low-Rank Tensor Fusion for Enhanced Classification and Efficiency
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
This paper proposes a transformer-based framework for sentiment analysis, designed to improve both accuracy and computational efficiency across diverse datasets. The model incorporates a low-rank tensor fusion mechanism to reduce computational complexity, optimizing the transformer encoder’s performance. Through an extensive evaluation on three benchmark datasets—Airlines, CrowdFlower, and Apple—our approach demonstrates superior performance in sentiment classification tasks, achieving accuracy...
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Molecular Identification of Color Variants of Procambarus clarkii Using the COI Gene for Taxonomic Validation
Bhagawati, Dian
; Husein Sastranegara, Muhammad
; Agus Nuryanto
; Anastasia Endang Pulungsari
; Elly Tuti Winarni
; Atang
; Hanan Hassan Alsheikh Mahmoud
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
This study addresses taxonomic uncertainty surrounding color variants of Procambarus clarkii in aquaculture and conservation contexts. We investigated whether commercially significant color morphs represent distinct subspecies or phenotypic variations of a single species. Using the cytochrome c oxidase subunit I (COI) gene as a molecular marker, we analyzed four color morphs (blue, white, orange, and brown) from aquaculture facilities in Banyumas Regency. DNA extraction, PCR amplification, and s...
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Implementation PBL Model Assisted by E-Module Based on Refutation Text to Overcome Student Misconceptions on Dynamic Electricity Topics
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
This research was conducted with the aim of addressing students' misconceptions in dynamic electricity topics through the application of the Problem Based Learning (PBL) model assisted by an e-module based on refutation text. The research design uses an experimental method, in the form of a pre-experimental design and a one-group pretest-posttest design, as well as the cluster random sampling technique. This research was conducted at SMP Negeri 2 Pontianak, with a research sample consisting of 3...
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Enhancing Functional Foods with Plant Extracts: A Study on Gummy Candies Containing Sungkai Leaf Extract
Nurhasanah, Siti
; Muhaimin
; Pyopyash , Sverigenia Aprilia
; Zaida
; Pangawikan, Aldilla Din Pangawikan
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
Gummy candy is a popular food product, but it is generally high in calories and low in functional content. Sungkai leaves (Peronema canescens Jack) are known to contain antioxidant compounds that have the potential to be developed as functional food ingredients. To overcome the high calorie content of gummy candy, this study developed a low-calorie gummy candy formulation with the addition of encapsulated sungkai leaf extract and a low-calorie sweetener. This study aims to determine the optimal...
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Election Officers' Health and Safety: An Occupational Risk Analysis
Nurcahyanie, Yunia Dwie
; Panjaitan, Nismah
; Mulyana, Olievia Prabandini
; Yulianto , Muhammad Teguh
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
General elections are vital to democracy in Indonesia, yet the occupational health and safety (K3) of Voting Organizer Group (KPPS or election officers) officers is often overlooked. This study evaluates the impact of workload on the physiological health of election officers during the 2024 General Election using an ergonomics-based approach. Data were collected from seven KPPS members at TPS 07 Cerme Kidul, Gresik, East Java, measuring blood pressure and oxygen saturation before and after elect...
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REVOLUSI KESEHATAN DIGITAL MELALUI TEKNOLOGI BIG DATA DALAM APLIKASI MOBILE JKN: RAPID REVIEW
Siallagan, Amelia Dameyanti
; Diana, Haninan Salma
; Fitriya, Neng Inggri
; Nurhuda, Puspa Madya
; Oktaviany, Veny
; Luginasari, Yulia
; Sukaesih, Nunung Siti
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 16
, No 1
(2025)
Pendahuluan : Aplikasi Mobile JKN, yang diluncurkan oleh BPJS Kesehatan, adalah salah satu implementasi teknologi big data dalam sektor kesehatan, yang meningkatkan kualitas, efisiensi, dan aksesibilitas pelayanan kesehatan. Penelitian ini bertujuan untuk mengidentifikasi sistem pengelolaan data melalui dalam Aplikasi Mobile JKN sebagai implementasi teknologi big data. Metode : Desain studi dalam penelitian ini adalah rapid review dengan kriteria inklusi artikel yang diteliti dipublikasikan dari...
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POTENSI KECAMBAH SEBAGAI ANTIOKSIDAN DALAM BODY LOTION MENGGUNAKAN METODE DPPH
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 16
, No 1
(2025)
Produk perawatan kulit yang mengandung senyawa antioksidan sangat dibutuhkan untuk menangkal radikal bebas. Salah satu tanaman yang mengandung aktivitas antioksidan adalah kecambah kacang hijau (Vigna radiata (L.) R. Wilczek) atau tauge. Tujuan dari penelitian ini untuk memperoleh sediaan body lotion yang memiliki aktivitas antioksidan. Uji aktivitas antioksidan dilakukan dengan metode DPPH (1,1-diphenyl-2-picrylhidrazil) dengan spektrofotometri UV-Vis. Penelitian yang dilakukan merupakan jenis...
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Increasing Financial Management Awareness of Indonesian Immigrant Workers in Taiwan Through Training Activities
Brata, Ignatius Oki Dewa
; Bayunitri, Bunga Indah
; Laksono T. Y., H. R. Roosaleh
; Kartadjumena, Eriana
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
ABSTRACT
Limited understanding of financial management among Indonesian migrant workers (IMWs) in Taiwan often leads to financial instability, both during their employment and after returning home. One of the main contributing factors is the lack of access to financial education. This community service program aims to enhance the financial awareness and management skills of IMWs through a series of structured training activities. The method involved five key stages: needs assessment, material pr...
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Strategy for Optimizing Narrow Land Through Vegetable Planting With a Hydroponic System as an Effort to Improve Community Welfare
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Lahan merupakan salah satu sumberdaya alam yang menjadi faktor produksi utama dalam kehidupan manusia. Di perkotaan lahan menjadi permasalahan karena banyak digunakan untuk sector non pertanian, sedangkan masyarakat kota tetap harus mengadapi permasalahan pemenuhan kebutuhan gizi keluarga. Salah satu upaya optimalisasi pengunaan lahan untuk bercocok tanam di pekarangan rumah dengan kondisi lahan sempit dan perkotaan adalah sistem hidroponik. Mitra dalam program pengabdian ini merupakan ibu-ibu P...
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