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Menampilkan 1–10 dari 65 artikel
Comparative Deep Learning Models for Indonesian Gold Price Forecasting
Putra, Albi Pernata Jomantara
; Williamsyah, Baginda Mi’raj
; Rizal, Achmad
; Dewanta, Favian
; Prasasti, Anggunmeka Luhur
; Ziani, Said
This study evaluates LSTM, CNN-LSTM, LSTM-GRU, and CNN-LSTM-GRU architectures for forecasting Indonesian gold prices using 1,269 daily observations (2022–2025). Models utilized Bayesian-optimized hyperparameters and were benchmarked against ARIMA-GARCH and Random Forest baselines across 30-day and 365-day horizons. Performance was assessed via MAE, RMSE, R², and MAPE, confirming deep learning’s superiority in capturing non-linear dynamics over classical methods. The LSTM-GRU achieved the best nu...
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Data-Driven Techno-Behavioral Segmentation of Post-Pandemic Tourists Using TwoStep Cluster Analysis
Post-pandemic tourism is characterized by increasing behavioral heterogeneity as digital technologies reshape travel planning and mobility practices, challenging traditional demographic-based segmentation. This study develops a techno-behavioral, data-driven segmentation framework within the Smart Tourism Ecosystem perspective by conceptualizing digital adoption as a mediating mechanism between socio-demographic attributes and travel behavior. Using survey data from 805 domestic tourists in Yogy...
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Bridging Languages: How EMI Teachers Use Language-related Teaching Strategies in their Classrooms
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
The rapid expansion of English-medium Instruction (EMI) in higher education worldwide presents opportunities and challenges, particularly in non-English-s contexts. While EMI aims to enhance global competitiveness, academic quality, and intercultural awareness, its implementation often faces language-related barriers affecting both students and instructors. This study investigated the language-related teaching strategies international EMI teachers employed to facilitate content delivery and enha...
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Comparative Performance Evaluation of Electric Powertrains in ICE Motorcycle Conversion
Rusli, Muhammad Rizani
; Binugroho, Eko Henfri
; Nugroho, Mochamad Ari Bagus
; Maulana, Himmawan Sabda
; Dewanto, Raden Sanggar
; Ariwibowo, Teguh Hady
; Pramadihanto, Dadet
; Jati, Mentari Putri
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Electrifying Indonesia’s motorcycle fleet is critical for reducing urban emissions and fossil fuel dependence. This study experimentally evaluates three powertrain configurations—hub motor, continuously variable transmission (CVT), and single-gear ratio—for converting internal combustion engine (ICE) motorcycles to electric two-wheelers (E2W). Using a Honda Vario 125 platform with a 72 V, 3 kW Brushless DC motor and 1.44 kWh lithium-ion battery, performance was assessed via chassis dynamometer a...
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Penerapan Elliptic Curve Digital Signature Algorithm (ECDSA) dalam Blockchain untuk Sistem Pembayaran Digital Indonesia
Dinamik
Vol 31
, No 1
(2026)
This research examines the application of the Elliptic Curve Digital Signature Algorithm (ECDSA) in a blockchain system as a security solution for digital payment systems in Indonesia. Using a descriptive-qualitative approach based on literature review and conceptual simulations using Python, this study discusses the working principles of ECDSA, its advantages over other digital signature algorithms, and the challenges of its adoption in Indonesia. The results show that ECDSA provides high crypt...
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Edukasi Literasi Baca Bagi Pendidikan Anak Usia Dini
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Reading literacy in early childhood is an important foundation for children's cognitive, language, and social development in subsequent educational stages. Literacy in early childhood can begin through letter recognition, fostering interest in printed materials, enriching vocabulary, and developing oral communication skills. At this stage, the initial skill that needs to be developed is the introduction of written language through reading activities tailored to the child's developmental characte...
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Perlindungan Hukum Bagi Pembeli Atas Tanah Dalam Perjanjian Jual Beli: Studi Putusan Nomor 1990/K/PDT/2025
Notary Law Research
Vol 7
, No 1
(2025)
Tanah adalah objek vital yang bernilai tinggi sehingga transaksi jual beli tanah menuntut kepastian hukum agar tidak menciptakan sengketa. Namun, praktik membeli atau menjual tanah secara tunai tanpa melalui PPAT dan tanpa memiliki sertifikat kepemilikan masih banyak terjadi, sehingga menimbulkan berbagai masalah terkait keabsahan dokumen, perlindungan hukum, serta risiko terjadinya sengketa. Latar belakang inilah yang melandasi penelitian dengan judul Perlindungan Hukum bagi Pembeli atas Tanah...
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ANN-Based Mechanical Property Prediction of Bio-Fibre for Wind Turbine Blade Materials with FEM Validation
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
The increasing demand for renewable energy highlights the need for sustainable materials in wind turbine blade design. Conventional fiberglass blades, while effective, present environmental and disposal challenges, motivating the exploration of bio-composites as greener alternatives. This study aims to develop and validate an integrated framework that combines experimental validation, Finite Element Method (FEM) pre-screening, Artificial Neural Networks (ANN), and Rule of Mixtures (RoM) validati...
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The Application of UNESCO Educational Principles from an Islamic Perspective Kaffah during the Colonial Period (Pre-Independence)
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2025)
Education plays a very important role in shaping morality, character, and self-esteem. Through Delors (1996), UNESCO outlines four pillars of modern education: learning to know, learning to do, learning to be, and learning to live together, which support human development. These principles have long been integrated into the Islamic educational tradition through the concept of Kaffah Islam, which encourages faith, knowledge, and charity. The purpose of this study is to analyze the relevance...
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TERAPI SENI SEBAGAI CARA UNTUK MENINGKATKAN EMOSI POSITIF ORANG LANJUT USIA YANG TINGGAL DI PANTI LANSIA
Ajisuksmo, Clara R.P.
; Puspasari, Anita
; Erianti, Dela
; Maharani Dewanti , Dhea
; Parera , Raul Julio
; Gunawan , Angelina
; Sabbathya , Sandrina
; Widayanti, Anindha
; Sugito , Irene Betzy
; Rosario , Teressa M.
; Soge , Yeremias S.I.
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 9
, No 2
(2025)
This community service activity aims to increase the positive emotions of the elderly living in elderly homes. Previous studies have reported that changes in the physical, psychological, cognitive, and social functions of the elderly affect their mental health. Elderly experience stress, anxiety, and depression due to the changes that occur to them. Therefore, the elderly should live with their families since they need support from the family members. However, there are elderly people who are en...
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