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Menampilkan 1–10 dari 4741 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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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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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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Dinamika Psiko-Sosial dalam Pendidikan Kesetaraan: Studi Pemenuhan Kebutuhan Dasar Psikologis
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
The ups and downs of learner participation in learning activities at Pusat Kegiatan Belajar Masyarakat (PKBM) is not only influenced by technical factors, but is also closely related to how they interpret their learning experiences. Through the lens of Self-Determination Theory, this study explores the urgency of fulfilling basic psychological needs—namely autonomy, competence, and relatedness—to maintain and increase learning motivation. This research uses a phenomenological approach to explore...
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Agency and Post-Crisis Resilience: A Qualitative Analysis of Rohingya Women Refugees' Self-Help Capacity Development Strategies in Aceh
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study explores the lives of Rohingya women residing in the Minaraya refugee camp, Padang Tiji Subdistrict, Pidie Regency, Aceh, through the lens of the Gender Agency Theory and Resilience Theory. It aims to understand how these women negotiate their roles within a patriarchal social structure and develop resilience amid economic, social, and cultural constraints. The findings reveal that Rohingya women live under a deeply entrenched patriarchal system in which men dominate decision-making p...
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Dynamics of Solidarity and Resistance: Local Community Responses to Rohingya Refugees in Aceh
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
The arrival of Rohingya refugees in Aceh has generated complex social responses among local communities, characterized by the coexistence of solidarity and resistance. This study examines how local communities negotiate humanitarian values, cultural norms, and structural pressures in responding to the presence of refugees. Using a qualitative approach, the research applies the analytical framework of Miles and Huberman, integrating social capital theory and human needs theory to interpret commun...
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Pengaruh Manajemen Organisasi Tim terhadap Kinerja Atlet dalam Lingkungan Olahraga Perguruan Tinggi
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini bertujuan untuk mengkaji pengaruh manajemen organisasi tim terhadap kinerja atlet dalam konteks olahraga perguruan tinggi. Penelitian menggunakan pendekatan kuantitatif dengan desain survei. Sampel penelitian melibatkan 120 atlet mahasiswa yang berasal dari tiga perguruan tinggi negeri dan dipilih menggunakan teknik purposive sampling. Instrumen penelitian terdiri atas kuesioner manajemen organisasi tim yang mencakup aspek perencanaan, koordinasi, kepemimpinan pelatih, dan komunik...
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Development and User Response Analysis of a Wizer.me-Based Digital Worksheet for Teaching Special Relativity
Lontar Physics Today
Vol 5
, No 1
(2026)
Physics learning on special relativity material faces challenges due to its abstract, difficult-to-visualize concepts, while conventional Student Worksheets remain dominant in schools. This study aims to develop a digital LKPD based on the Wizer.me platform for special relativity material and to analyze user responses to the developed media. This study uses a research and development (R&D) method with a 4D model, focusing on the development stage. The research subjects involved two expert va...
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