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Menampilkan 1–10 dari 2427 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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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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Dampak Operasional PLTU terhadap Kondisi Sosial Ekonomi Nelayan: Studi Kasus Kelurahan Teluk Sepang
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
Industrial development in coastal areas through the construction of a Steam Power Plant (PLTU) has significant economic implications for the sustainability of fishermen's livelihoods. This study aims to analyze the impact of PLTU operations on the socio-economic conditions of fishermen in Teluk Sepang Village, Bengkulu City. This study used a qualitative descriptive approach with a snowball sampling technique, involving 26 small-scale and traditional fishermen directly affected. The results indi...
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Dinamika Sosial-Ekonomi Masyarakat Multikultural Di Wilayah Perbatasan Sota Antara Masyarakat Adat Papua Dan Transmigran
Aviva Radja Najwa Amatullah
; Rizky Aulia Sabrina Putri
; Zulfayani
; Rizya Amelia
; Laeli Khusnaeni
; Nurul Istiqomah
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study aims to analyze the dynamics of the lives of indigenous Papuan communities and transmigrants, particularly in the social and economic context of Sota Village, Merauke Regency, South Papua. The study uses a qualitative approach with semi-structured interviews, documentation, and focus group discussions (FGDs). This study involved various parties to obtain a comprehensive view of the social interaction between indigenous peoples and transmigrants. Data were obtained through interviews w...
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Analisis Bibliometrik Terhadap Penelitian Modal Sosial dan Ketahanan Ekonomi dalam Usaha Kecil dan Menengah (UKM)
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study investigates the evolutionary and research trends on social capital and economic resilience within the small and medium enterprises sector through bibliometric analysis. Data were obtained from the google scholar through Publish or Perish software, covering the period from 2020 to 2025, then organized using Mendeley and analyzed through VOSviewer. The results indicate that topic of social capital is a central link between trust, innovation, and business sustainability. Research trends...
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Implementasi Edukasi Kesehatan pada Remaja untuk Mendukung Terwujudnya Remaja Sehat
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Remaja sebagai generasi penerus bangsa memiliki peran penting dalam melanjutkan pembangunan Negara, oleh karena itu dapat dikatakan bahwa remaja merupakan aset atau modal utama sumber daya manusia bagi pembangunan bangsa di masa depan. Oleh karena itu, kesehatan remaja perlu dijaga agar dapat menjadi generasi penerus bangsa yang sehat, produktif dan berkualitas. Metode penelitian ini menggunakan metode Participatory Action Research (PAR). Metode PAR menggunakan beberapa teknik, antara lain; pert...
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Pelaksanaan GEMA (Gerakan Bersama Hapus Jentik & Edukasi 3M) dengan Pemberian Abate di Desa Sambung
Nyethrea Baby
; Yesita Ragil Kusuma Ningrum
; Dela Tri Mulyani
; Anandika Cahaya Putra Juliawan
; Silvia Sindi Mareta
; Revi Oktaviana
; Faradilla Putri Aulia
; Intan Lestari Widayanti
; Alfiyatunnadziroh
; Arkhanza Naufal Rosanto
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Lingkungan rumah yang memiliki tempat penampungan air tanpa pengelolaan yang baik berpotensi menjadi lokasi perkembangbiakan nyamuk vektor Demam Berdarah Dengue (DBD). Salah satu upaya pencegahan yang dapat dilakukan adalah pemberantasan sarang nyamuk (PSN) melalui penerapan perilaku 3M serta penggunaan larvasida abate pada wadah air yang sulit untuk dikuras. Kegiatan ini bertujuan untuk menggambarkan pelaksanaan Program GEMA (Gerakan Bersama Hapus Jentik) yang mengintegrasikan edukasi 3M dan pe...
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THE EFFECT OF GUANO COMPOST AND COMPOST TYPES ON THE GROWTH AND YIELD OF CAISIM MUSTARD (Brassica juncea L.) IN DRY LANDS
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 10
, No 1
(2026)
This research was carried out in September-November 2025 in the Greenhouse and continued at the Laboratory of the Faculty of Agriculture, Science and Health, University of Timor, Sasi Village, Kota Kefamenanu District, North Central Timor Regency, East Nusa Tenggara Province. The most dominant problems in dry land areas include lack of water, acidic soil reaction, lack of nutrients, cation exchange capacity and shallow soil solum. This study aims to examine the effect of providing guano compost...
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Unpacking Gentrification Attributes in Diverse Geographies: A Systematic Literature Review from Indonesia
Forum Geografi
Vol 40
, No 1
(2026)
Gentrification is identified as a transformative process, which involves major social and spatial transformations that take place either rapidly or gradually in various geographical contexts. Whereas many studies have elaborated on gentrification on a global basis, only a few have systematically analyzed its attributes with regard to specific geographic contexts. Consequently, this study aims to analyze the attributes of gentrification within urban, rural and transitional areas in Indonesia thro...
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