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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 (ASSET)
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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The Effectiveness of Using Smartphone-Based Phyphox in Field Practice Tilt to Improve Students' Creative Thinking Skills
Rusdin, Muhammad Epi
; Prasetyo, Erwin
; Anwar, Zaina
; Pujianti Bejahida Donuata
; Nurfadilah
; Farizi, Zakaria Al
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
The use of technology is a solution to overcome problems in physics learning. This study aims to determine the effectiveness of using Smartphone-based Phyphox in improving students' creative thinking skills. The design used in this research is a nonequivalent pre-test and post-test control group design. This study used a purposive sampling technique to get two groups. The statistical analysis used was independent sample t-test. The results of the analysis showed that there was an effect of using...
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Development of Diagnostic Tests to Identify Students' Problem-Solving Difficulties in Static Fluid Material
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
The availability of diagnostic instruments specifically designed to identify students' difficulties in solving problems related to static fluids is still limited, even though this material often leads to misconceptions and conceptual difficulties. This article aims to present the results of the development of a diagnostic test instrument to identify students' problem-solving difficulties in the static fluid material. This study employs the R&D (Research and Development) method using the ADDI...
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Analysis of Physics Assessments Designed by Science Teachers at Junior High School
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
This study aims to analyze the suitability of physics assessments designed by science teachers at the junior high school level by paying attention to good assessment criteria. This type of research is descriptive-qualitative, involving three teachers in junior high school. The data collection technique is in the form of assessment archive documentation. The assessment analyzed was divided into three documents, namely motion and force, simple aircraft and static electricity. Data analysis techni...
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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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Remediation of Student Errors in Solving Work and Energy Problems Using the Fast Feedback Method
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
The study aims to determine the effectiveness of the fast feedback method based on problem-solving according to Polya in remediating student errors in solving work and energy problems at SMP Negeri 4 Dedai. This study is in the form of a pre-experimental study with a one-group pre-test post-test design. The sample of this study consisted of 22 students from class VIII B, which was the experimental class. The data collection tool was a 5-item essay test validated (validity level of 3.6 in the mod...
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Performance Comparison of UWB Single Balanced Schottky Diode Mixers for RF Front-End Applications in 3-10 GHz Band
Shairi, Noor Azwan
; Mohammed , Yahya Al-gumaei
; Zakaria, Zahriladha
; Maizatul Alice Meor Said
; Misran, Mohamad Harris
; Abdullah Mohammed, Zaghir Zobilah
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 2
(2025)
This paper compares two single balanced mixer designs for ultra-wideband (UWB) of RF front-end at frequencies ranging from 3 to 10 GHz. The proposed mixer designs use two balun topologies for varying mixer performances. Thus, Design 1 incorporates a Coupled Line Balun and Design 2 incorporates a Branch Line Balun. Both designs make use of Skyworks' SMS7621 Schottky diodes, which have a low junction capacitance, and the Rogers RO4350B substrate, which has a dielectric constant of 3.48. The Coupl...
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EDUKASI KEUANGAN SYARIAH: MENANAMKAN KESADARAN MENABUNG DAN INVESTASI HALAL PADA SANTRI DI PONDOK PESANTREN USLUBUL ILMI BOYOLALI : Edukasi Keuangan Syariah
Jurnal Pengabdian Masyarakat Unwahas
Vol 10
, No 1
(2025)
Sebagai dosen mempunyai kewajiban untuk melaksanakan tridarma perguruantinggi salah satunya yaitu pengabdian masyarakat. Pada tahun 2025 ini pengusul dan tim pelaksana di Program Studi Ekonomi Syariah melaksanakan tugaspengabdian masyarakat pada santri-santri Pondok Pesantren Uslubul Ilmi,Kabupaten Boyolali dengan tema Edukasi Keuangan Syariah: Menenamkankesadaran menabung dan investasi halal pada santri di Pondok PesantrenUslubul ilmi. Kegiatan pengabdian ini dilakukan dengan 4 (empat) sesi yai...
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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 (ASSET)
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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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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