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Menampilkan 1–10 dari 15544 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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Behavioral Malware Detection via API Call Sequences: A Comparative Study of LSTM and Transformer Architectures Using NLP-Inspired Representations
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experim...
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Mechanical Performance of Recycled Plastic-Based Paving Blocks with Sand and Fly Ash Fillers
Qomaruddin, Mochammad
; Fakhriyan, Adi Noor
; Saputro, Yayan Adi
; Priastiwi, Yulita Arni
; Fatchur Roehman
; Nasyiin Faqih
; Arif Hidayat
; Akhmad Firdos Khoiril Khitam
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 2
(2026)
The use of recycled plastic waste as a binder for paving blocks has been reported in a number of previous studies. However, most of these studies focus on feasibility and do not clearly explain how different plastic types behave mechanically over time. In this study, the compressive strength performance of paving blocks made from polypropylene (PP), polyethylene terephthalate (PET), and high-density polyethylene (HDPE) was experimentally compared using sand or fly ash as fillers. All mixtures we...
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Development of Canva-Based Mathematics Learning Media to Improve Conceptual Understanding of the System of Linear Equations in Two Variables for Grade VIII Students
Journal of Emerging Technology in Teaching and Learning
Vol 2
, No 1
(2026)
This study aims to develop Canva-based learning media that are valid, practical, and effective in improving students’ conceptual understanding of the System of Linear Equations in Two Variables (SLETV) among eighth-grade students at SMP Negeri 1 Padang Bolak Julu. The research employed a Research and Development (R&D) method using the ADDIE model, which includes the stages of Analysis, Design, Development, Implementation, and Evaluation. The research instruments consisted of questionnaires a...
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The Roles of Digital Reading Texts in Promoting Extensive Reading Activity
Journal of Emerging Technology in Teaching and Learning
Vol 2
, No 1
(2026)
It has been a general consensus among EFL learners that reading is one of the most challenging skills to master fully through productive exposure to their target language. Its difficulty does not only lie in the ability to decode the meanings of certain words but also in interpreting the implicit meanings formed in the texts. For this reason, second language educators need to promote more interactive, joyful, and meaningful reading activities that enable EFL learners to experience a higher degre...
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Tingkat Kemampuan Motorik Siswa SDN Slerok 1,2,3, Dan 4 Kota Tegal Tahun 2025-2026
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 2
(2026)
Tujuan dari penelitian ini adalah untuk mengetahui kemampuan motorik siswa putri kelas IV SDN Slerok 1-4 Kota Tegal . Metode yang digunakan penelitian kuantitatif jenis survei. Sample dalam penelitian ini adalah siswa putri kelas IV sebanyak 40 siswa dengan metode teknik purposive sampling. Instrumen tes yang digunakan berupa tes motor ability untuk yang meliputi tes lempar tangkap bola jarak 1 meter dengan tembok (koordinasi) dan tes lari cepat 30 meter (kecepatan). Teknik analisis data menggun...
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DEVELOPMENT OF WAYANG PICTURE GUESSING GAME (TEBANG) LEARNING MEDIA BASED ON QUICK APP NINJA
Journal of Emerging Technology in Teaching and Learning
Vol 2
, No 1
(2026)
This study aims to develop a practical and effective game-based learning media to address the lack of teacher creativity in designing digital media, specifically for Javanese language subject on Wayang material at MI Tegalroso Parakan. This Research and Development (R&D) used the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The research subjects were third-grade students of MI Tegalroso Parakan (n=8). Data collection instruments included needs questionnaires, medi...
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IMPLEMENTATION OF GOOD AND STRONG CULTURE FOR ISLAMIC MINDFULNESS THERAPY AS AN ALTERNATIVE TO OVERCOMING ANXIETY AND DEPRESSION
Journal of Emerging Technology in Teaching and Learning
Vol 2
, No 1
(2026)
This study aims to explore the effectiveness of implementing BAKU (Good and Strong) culture in Islamic mindfulness therapy as an alternative treatment for anxiety and depression among young Muslims, particularly in the Daarut Tauhiid Bandung environment. The background of this study is based on the high prevalence of mental health disorders, such as anxiety and depression, among Indonesian adolescents, which are exacerbated by the pressures of the digital era and the lack of interventions based...
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Transformasi Perilaku Wisatawan dalam Aktivitas Pendakian Gunung: Motivasi, Mediasi Digital, dan Dinamika Sosial di Era Postmodern
Irianto Putra, Adhika Graha
; Dwi Hadian, Mohammad Sapari
; Nugraha, Awaludin
; Maharani, Najla Raisa
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study aims to analyze the transformation of tourist behavior in mountain hiking activities in the Sindoro, Sumbing, and Slamet (3S) area of Central Java within the context of nature-based tourism trends and digital mediation. A descriptive qualitative approach was employed, involving eight purposively selected hikers. Data were collected through semi-structured interviews, participant observation, and analysis of social media posts. The findings reveal a shift in motivation from physical ch...
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Rekonstruksi Strategi Internasionalisasi Perguruan Tinggi: Sebuah Tinjauan Reflektif
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
Globalization have encouraged higher education institutions to undertake internationalization. However, its implementation still faces challenges at the academic, governance, and facilities and infrastructure levels. This study aims to investigate internationalization at the State-owned Islamic Higher Education Institution (PTKIN), specifically at the Universitas Islam Negeri (UIN) Sunan Kalijaga Yogyakarta. Using a descriptive quantitative approach, this study analyzes the relationship between...
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