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Menampilkan 1–10 dari 1177 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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Narasi Green Development dalam Kebijakan Hilirisasi Nikel Indonesia: Analisis Wacana Kritis atas Kebijakan dan Kontestasi Makna
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study analyzes the construction and contestation of the “green development” narrative within Indonesia’s nickel downstreaming policy, particularly in the Sulawesi region. Using a Critical Discourse Analysis (CDA) approach, the study examines how the state and corporations form a discursive coalition that dominates the policy space, as well as how counter-narratives from civil society critique the social and ecological impacts of mining expansion. The findings show that the dominant narrativ...
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Enhancing Local MSME Competitiveness through ParticipatoryCommunity Service and Digital Transformation Initiatives
Shibghatalloh, A., H.
; Wardhani, A., A.
; Solechan, A.
; Syafrudin, H., A
; Sumargo, A., S.
; Dwiantoro, L., W., P.
; Kwartawaty, N., N.
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in supporting local economic development and employment creation. However, many local MSMEs continue to face structural challenges related to limited managerial capacity, low digital literacy, and weak market competitiveness. This community service program aims to enhance the competitiveness of local MSMEs through participatory empowerment and digital transformation initiatives. The program was implemented using a participatory app...
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Tourism GDP Share and Economic Growth in Indonesia:A Structural Analysis (2019–2023)
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
: Tourism has been positioned as a strategic sector in Indonesia’s development agenda because of its capacity to generate employment, foreign exchange, and regionally dispersed economic activity. However, the COVID-19 pandemic exposed the sector’s vulnerability to systemic shocks and raised questions about the alignment between tourism performance and aggregate economic recovery. This study examines the relationship between Indonesia’s annual GDP growth and tourism’s direct contribution to GDP f...
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Assistance in Developing Herbal Teh Gurah Products to Enhance the Competitiveness of MSMEs in Wukirsari Village, Bantul
Rr. Hawik Ervina
; Shofif Sobaruddin Akbar
; Qristin Violinda
; Natasya Salsa Oktaviana
; Galuh Dwi Wahyu Ningsih
; Atiqah Farahidatul Aliya
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Wukirsari Village, located in Imogiri Sub-district, Bantul Regency, has significant potential in developing herbal products based on local wisdom, one of which is Teh Gurah. However, local micro, small, and medium enterprises (MSMEs) still face several challenges, including limited knowledge of product development, packaging, and effective marketing strategies. This community service program aims to enhance the competitiveness of Teh Gurah MSMEs through assistance in herbal product development....
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Pengaruh Green Banking, Transformasi Digital, Kualitas Aset dan Efisiensi Operasional terhadap Kinerja Keuangan
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 5
, No 1
(2026)
This research aims to examine the impact of green banking, digital transformation, asset quality, and operational efficiency on the financial performance of banks in Indonesia from 2021 to 2024. Using a quantitative approach, the study employs panel data regression with the Random Effects Model (REM) through EViews software. The sample consists of 30 banks listed on the Indonesia Stock Exchange, with secondary data from annual reports, financial statements, and sustainability reports. Green bank...
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The Moderating Role of Leadership Support in Transformational Relationships Digital and Organizational Innovation towards Sustainable Performance
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
This study aims to analyze the influence of digital transformation and organizational innovation on sustainability performance, with leadership support and digital literacy as supporting variables and the role of moderating effects in strengthening the relationship between variables. The research method used a quantitative approach with Partial Least Squares–Structural Equation Modeling (PLS- SEM) analysis. Data were collected through a questionnaire measured using reflective indicators for each...
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