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Menampilkan 1–10 dari 156 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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PENINGKATAN LITERASI AI DAN EFISIENSI ADMINISTRASI GURU MELALUI MODEL POWERPROMPT GURU DI SMAN 1 SUSUKAN
Saefurrohman, Saefurrohman
; Soelistijadi, R
; Santosa, Dwi Budi
; Noor S, Rina Candra
; Sutanto, Felix Andreas
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
This community service program aims to improve teachers’ skills in utilizing artificial intelligence through prompt engineering at SMAN 1 Susukan, Semarang Regency. The activity was motivated by the high administrative workload and the inconsistent quality of teaching materials in implementing the Merdeka Curriculum. The Powerprompt Guru training emphasized hands-on practice in designing effective prompts using ChatGPT, enabling teachers to produce learning artifacts and school documents more qu...
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The Effect of Lean Management on Innovation Performance: How Absorptive Capacity Affects Food Manufacturing Industry?
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2026)
This study analyzes the effect of Lean Management Practices (LMP) on Innovation Performance (IP) through the mediating role of Absorptive Capacity (AC) in Indonesia’s food and beverage industry. A structured questionnaire adapted from validated instruments (Gaspersz, 2007; Cohen & Levinthal, 1990; Damanpour, 1991) was distributed to 200 managers and supervisors from food manufacturing firms listed in the Indonesian Ministry of Industry registry, yielding 180 valid responses (90% response rat...
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Technology-Based Parabolic Motion in Physics Education: A Systematic Literature Review
Lontar Physics Today
Vol 5
, No 1
(2026)
Parabolic motion based on technology is a major concern in physics education because this concept is fundamental but requires the integration of complex mathematical, visual, and conceptual representations. Although various learning technologies have been used, research that systematically examines the relationship between the type of technology, pedagogical approach, and learning outcomes on the topic of parabolic motion is still limited and fragmented. This systematic literature review follows...
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Microstructural and Carbon Phase Analysis of Water Hyacinth Derived Biochar under Particle Size Variation
Lontar Physics Today
Vol 5
, No 1
(2026)
Water hyacinth is an abundant lignocellulosic biomass with strong potential as a sustainable carbon source. This study aims to investigate the effect of particle size variation on the carbon phase and microstructural development of biomass-derived carbon from water hyacinth. The leaves of water hyacinth were used as a raw material, thoroughly washed, cut into small pieces, and sun-dried for 11 days until completely dry. The dried leaves were then ground into powder and sieved into three particle...
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Engineering Assessment of Earthquake Resistant Building Code Based on Seismic Load Responses
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2025)
Earthquake-resistant building design is fundamentally aimed at safeguarding life safety while controlling structural damage and preserving post-earthquake functionality under uncertain seismic actions. Although contemporary seismic codes provide detailed procedures for estimating earthquake-induced loads, differences in seismic hazard representation, force distribution rules, and deformation assumptions can lead to considerable variation in predicted structural response. This study presents a co...
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Penerapan Prinsip Pacta Sunt Servanda Dalam Hubungan Kontrak Bisnis
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 2
(2025)
Prinsip pacta sunt servanda merupakan asas fundamental dalam hukum kontrak yang menegaskan bahwa setiap perjanjian yang dibuat secara sah berlaku sebagai undang-undang bagi para pihak yang membuatnya. Dalam konteks sistem hukum perdata Indonesia, asas ini berakar dari Pasal 1338 Kitab Undang-Undang Hukum Perdata (KUHPerdata) dan menjadi dasar utama dalam menegakkan kepastian hukum, keadilan, dan perlindungan terhadap hak-hak kontraktual. Namun demikian, perkembangan transaksi bisnis modern, term...
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Pengaruh Lingkungan Kerja, Pelatihan, dan Insentif terhadap Kinerja Karyawan Pada PT. Erela Semarang
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 2
(2025)
This study aims to analyze the influence of the work environment, training, and incentives on employee performance at PT. Erela Semarang. The research population includes 877 production employees working at the company. A random sampling technique was applied to ensure representative data, resulting in a sample of 100 production employees. The study adopts a quantitative approach, with data analyzed using multiple linear regression to examine the relationship between the independent variables an...
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ANALISIS PENGUNAAN PUPUK MAKRO MAJEMUK TERHADAP PERTUMBUHAN BIBIT KELAPA SAWIT (Elaeis guineensis Jacq) DI PRE NURSERY
Mediagro: journal of agricultural sciences
Vol 21
, No 3
(2025)
Studi ini dimaksudkan untuk mengetahui pengaruh penggunaan pupuk makro majemuk terhadap pertumbuhan bibit kelapa sawit (Elaeis guineensis Jacq.) pada tahap pre-nursery serta menentukan dosis optimal yang mendukung pertumbuhan vegetatif tanaman. Penelitian dilaksanakan di kebun praktik Kecamatan Toho, Kabupaten Mempawah, Kalimantan Barat, dari Maret hingga September 2025. Rancangan enelitian ini dilaksanakan dengan menggunakan rancangan percobaan Acak Lengkap (RAL) non-faktorial dengan empat perl...
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Hubungan Efikasi Diri Terhadap Perilaku Menyimpang: Efikasi Diri
Jurnal Psikoedukasia
Vol 3
, No 1
(2025)
Hubungan Efikasi Diri Terhadap Perilaku Menyimpang Kelas XI SMA Negeri 2 Kendal. Penelitian pada siswa dilatarbelakangi bahwa siswa sering melakukan perilaku menyimpang pada saat di kelas maupun di sekolah. Perilaku menyimpang yang biasanya dilakukan siswa di kelas maupun di sekolah diantaranya mencontek, terlambat sekolah, membolos, melanggar tata tertib aturan di sekolah, dan berbohong. Alasan peserta didik melakukan perilaku menyimpang adalah karena lingkungan sekitar siswa tersebut ban...
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