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Menampilkan 1–10 dari 111 artikel
Attention-Augmented GRU for Stock Forecasting: A Trade-Off Between Directional Accuracy and Price Prediction Error
R. Daniel Hartanto
; Guruh Fajar Shidik
; Farrikh Alzami
; Ahmad Zainul Fanani
; Aris Marjuni
; Abdul Syukur
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
Attention mechanisms have been widely incorporated into recurrent neural network architectures for financial time series forecasting, with most prior work reporting improvements in price-level error metrics. This study revisits that claim through a controlled empirical comparison of four deep learning architectures on nearly two decades of Telkom Indonesia (TLKM) closing price data from the Indonesia Stock Exchange (IDX). The models evaluated are a three-layer Gated Recurrent Unit (GRU) baseline...
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Stratification and Charging Efficiency in Compact Thermal Storage Under Variable Flow Conditions: An AI-Assisted Simulation Study
Simanjuntak, Janter P.
; Daryanto, Eka
; Tambunan, Bisrul Hapis
; Silaban, Robert
; Sinaga, Denny Haryanto
; Zainon, Mohd Zamri
; Muhammad Ibrahim
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2026)
Thermal Energy Storage (TES) systems are essential for managing low-grade heat in renewable energy applications. This study evaluates the impact of flow rate and heating power on thermal stratification and efficiency within a 30-liter TES unit. Using an AI-assisted simulation framework, the system's performance was analyzed across varying flow rates (0.3–0.9 LPM) and heater capacities (1.5–2.0 kW). Results indicate that lower flow rates (0.3–1.2 LPM) effectively preserve stratification, whereas...
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Pengaruh Review TikTok Food Vlogger terhadap Keputusan Pembelian Kuliner Kekinian di Kalangan Gen Z
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The purpose of this study is to examine how food vlogger reviews on the social media platform TikTok influence Generation Z's decisions to purchase modern foods. The development of this platform as a short video platform has changed digital marketing patterns, particularly in the culinary industry, which is highly dependent on visual appeal and customer recommendations. Consumer perceptions and responses to culinary review content were studied using descriptive qualitative methods in this resear...
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Strategi Bertahan UMKM Kue di Tengah Persaingan Kuliner Modern
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The rapid growth of the modern culinary industry has created intense competition for Micro, Small, and Medium Enterprises (MSMEs), particularly traditional and home-based cake businesses. This situation requires cake MSMEs to adopt appropriate strategies in order to sustain their businesses. This study aims to analyze the survival strategies implemented by cake MSMEs amid modern culinary competition. The research employs a qualitative approach with a descriptive design. Data were collected throu...
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Importance–Performance Analysis of Bus Rapid Transit Service Attributes for Passenger Satisfaction and Sustainability
Hermawati, Putu
; Hj. Zainordin, Nadzirah
; Wei Eng, Thung
; Oktaviani Putri, A. A. Ayu Asta
; Sutapa, I Ketut
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2026)
The Bus Rapid Transit (BRT) system in Bali serves as a vital component of sustainable urban mobility. This study uniquely integrates Importance-Performance Analysis (IPA) with technical recommendations to provide a comprehensive evaluation of BRT performance and its contribution to sustainable transportation. The analysis identifies key service strengths—such as seating comfort, air conditioning, cleanliness, and personnel service quality—that exceed passenger expectations. Conversely, deficienc...
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Rancang Bangun Antena Mikrostrip Patch Triangular Pada Frekuensi 1800 Mhz Sebagai Penguat Jaringan Internet Di Kebun Raya Balikpapan
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
Penelitian ini bertujuan untuk merancang dan merealisasikan antena mikrostrip patch berbentuk segitiga (triangular) yang bekerja pada frekuensi 1800 MHz, sebagai penguat jaringan internet di kawasan Kebun Raya Balikpapan. Lokasi tersebut diketahui memiliki kualitas sinyal yang kurang baik untuk beberapa provider. Antena yang dirancang menggunakan dua konfigurasi, yaitu MIMO 8x8 dengan teknik pencatuan langsung dan array 8x1, yang kemudian disimulasikan menggunakan CST Studio Suite 2019 dan diuji...
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Benchmarking Graphics Rendering Capabilities: Java Processing vs. P5.js
Firdaus, Muhammad Bambang
; Darma, Adi Surya
; Arifin, Zainal
; Anam, M. Khairul
; Halim, Muhammad Yusuf
; Yunianta, Arda
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2025)
Rendering efficiency is a critical factor in cross-platform animation development. This study benchmarks the performance of Java Processing and P5.js by measuring frame rates and frame counts across six heterogeneous computing devices for 2D and 3D animation tasks. Each benchmark was executed under standardized conditions for 60 seconds, and performance data were collected at fixed intervals. Results indicate that Java Processing consistently achieves higher rendering efficiency, with up to 313%...
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Transformasi Pelayanan Publik Menuju Smart Governance di Era Digital Studi pada Pemerintah Daerah Kota Surabaya
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 4
(2025)
This study explores the digital transformation journey of Surabaya City Government toward Smart Governance as part of its broader Smart City initiative. The city has demonstrated a strong commitment to leveraging digital technology to enhance public service quality, evidenced by innovative platforms such as the Surabaya Single Window, SIMPATIK, and E-Health services. These initiatives aim to accelerate service delivery, increase operational efficiency, and facilitate data-driven decision-making,...
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Pelatihan Mengenai Alat Edukasi ke Guru-Guru MIS Nurul Hidayah Medan
Rahim, Rani
; Muya Syaroh Iwanda Lubis
; Asrindah Nasution
; Harahap, Ahmad Taufiq
; Nur Rahmi Rizqi
; Zainal Azis
Educate: Journal of Community Service in Education
Vol 5
, No 2
(2025)
Perkembangan teknologi dan inovasi dalam dunia pendidikan menuntut guru untuk terus meningkatkan kompetensi dalam memanfaatkan alat edukasi yang efektif dan inovatif. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pengetahuan dan keterampilan guru-guru MIS Nurul Hidayah Medan dalam menggunakan berbagai alat edukasi untuk mendukung proses pembelajaran yang lebih interaktif dan menarik. Metode pelaksanaan kegiatan meliputi pemaparan materi dan demonstrasi penggunaan alat ed...
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Building Students’ Tolerance through Multicultural Education in Inclusive Elementary Schools
Jurnal Progress: Wahana kreativitas dan Intelektualitas
Vol 13
, No 2
(2025)
This study is motivated by the importance of cultivating tolerance among students in inclusive elementary schools, where regular students and students with special needs learn together. The aims of this study are to analyze the integration of multicultural education in learning practices, identify its influence on the development of students’ tolerance, and examine the role of teachers as mediators between multicultural values and tolerance practices in inclusive classrooms. This study employs a...
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