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Menampilkan 1–10 dari 19 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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Senam Otak pada Lansia untuk Pencegahan Demensia pada Program Prolanis Puskesmas Adiwerna Kabupaten Tegal
Satria, Ramadhan Putra
; Unayah, Maelia
; Indrastuti, Arriani
; Risnanto, Risnanto
; Atmaja, Arifin Dwi
; Nurzamzami, Nurzamzami
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Demensia merupakan salah satu masalah kesehatan utama pada lansia yang ditandai dengan penurunan fungsi kognitif, memori, dan kemampuan adaptasi dalam aktivitas sehari-hari. Upaya preventif menjadi sangat penting mengingat belum adanya terapi kuratif yang efektif. Senam otak (brain gym) merupakan aktivitas fisik sekaligus kognitif yang terbukti mampu merangsang koordinasi saraf, meningkatkan aliran darah ke otak, dan mengoptimalkan kerja kedua belahan hemisfer. Penelitian ini bertujuan untuk men...
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Penerapan Prinsip Pacta Sunt Servanda Dalam Hubungan Kontrak Bisnis
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 2
(2025)
Prinsip pacta sunt servanda merupakan asas fundamental dalam hukum kontrak yang menegaskan bahwa setiap perjanjian yang dibuat secara sah berlaku sebagai undang-undang bagi para pihak yang membuatnya. Dalam konteks sistem hukum perdata Indonesia, asas ini berakar dari Pasal 1338 Kitab Undang-Undang Hukum Perdata (KUHPerdata) dan menjadi dasar utama dalam menegakkan kepastian hukum, keadilan, dan perlindungan terhadap hak-hak kontraktual. Namun demikian, perkembangan transaksi bisnis modern, term...
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Community Empowerment Through Digital Branding: Enhancing Pulau Ketam's Seafood and Herbal Product Marketing
Proceeding. of The International Conference on Business and Economics
Vol 3
, No 2
(2025)
Pulau Ketam, a small fishing village in Selangor, Malaysia, faces persistent economic challenges despite its abundance of marine resources and longstanding tradition of herbal knowledge. Limited access to modern markets, dependence on middlemen, and a lack of digital literacy have restricted the community’s ability to fully benefit from its local assets. This study aims to explore the implementation of digital branding strategies as a means of empowering local communities and strengthening the m...
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Remote Sensing Assessment of Tourism's Groundwater Consumption: Evapotranspiration Analysis in the Northern Piedmont of the Western High Atlas, Morocco
Ait Zamzami, Hamza
; Elaanzouli, Mohammed
; ZAHRANI, Ayoub
; Boumeaza, Oumaima
; Aachrine, Brahim
; Saidi, Jamila
; Musiyam, Muhammad
; Boumeaza, Taieb
Forum Geografi
Vol 39
, No 1
(2025)
In semi-arid regions facing escalating water scarcity, tourism development poses critical risks to groundwater sustainability. This study examines the exploitation of groundwater resources by tourism infrastructure in the northern piedmont of Morocco’s Western High Atlas, aiming to quantify withdrawals and assess their long-term viability. By integrating satellite-derived evapotranspiration (WaPOR) and precipitation (CHIRPS) data with field surveys of tourism investments, we analyzed irrigation...
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Pemanfaatan Hasil Alam sebagai Alternatif Pengganti Warna Sintetis : (Studi Kasus di Rumah Batik Purwo Carito Desa Botoputih, Temanggung)
Nurul Khotimah
; Pinasti Pinasti
; Hafis Abdul Amar
; Miftakhul Huda
; Aurenza Shafa Shabilla
; Mila Dina Nur Khasanah
; Alimudin Zuhri
; Adina Rakhma Safitri
; Shendya Lukyana Yumna
; Shofiyyatul Hanani
; Syahdan Askabara
; Khusna Laili Amalia
; Siti Nihar Salsabilah
; Muzamil Muzamil
; Muhammad Saefullah
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
This research discusses the utilization of natural products as an alternative batik dye that is more environmentally friendly than synthetic dyes. The research was conducted at Purwo carito Batik House, Botoputih Village, Temanggung. Batik, as an Indonesian cultural heritage, not only has high aesthetic value, but also faces challenges due to the use of synthetic dyes that have the potential to damage health and the environment. Purwo carito batik house innovates by using natural dyes from vario...
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Implementasi Prinsip Kepentingan Umum Dalam Penanganan Kasus Pelanggaran Lingkungan (Studi Hukum Lingkungan)
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 9
, No 2
(2024)
Prinsip kepentingan umum dianggap sebagai fondasi etika dan hukum yang penting dalam mengelola kasus pelanggaran lingkungan, menjembatani kepentingan individu dengan kepentingan kolektif. Dalam Pasal 33 ayat (3) UUD 1945 yang menyatakan bahwa: “bumi dan air dan kekayaan alam yang terkandung didalamnya dikuasai Negara dan dipergunakan sebesar-besarnya untuk kemakmuran rakyatâ€.Ketentuan tersebut diatur lebih lanjut didalam UU No. 23 Tahun 2009 Tentang Perlindungan dan Pengelolaan Lingkungan Hi...
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Pengaruh Digital Marketing dan Kualitas Produk Terhadap Keputusan Pembelian pada Toko Tary Collection Banjarmasin
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 2
(2024)
The purpose of the study is to determine the influence of: 1) Digital marketing on purchase decisions at Tary Collection Banjarmasin stores. 2) Product quality on purchasing decisions at Tary Collection Banjarmasin stores. 3) Digital marketing and product quality on purchase decisions at Tary Collection Banjarmasin stores. This study applies a quantitative approach with secondary information. The population of this study is consumers buying Tary Collection Banjarmasin clothing products. The samp...
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1 Sitasi
The Effectiveness of Mulligan Mobilization With Movement (MWM) in Lateral Epicondylitis: a Critical Review
FISIO MU: Physiotherapy Evidences
Vol 4
, No 1
(2024)
Background: Lateral epicondylitis is a common injury in tennis and badminton players. This lateral epicondylitis condition generally appears in any individual or an activity that requires a circular motion of the forearm. These movements when performed repeatedly accompanied by loading when gripping or wrist extension can increase the risk of lateral epicondylitis. Complaints that arise in the condition of lateral epicondylitis include experiencing pain in the lateral elbow and weakness of the w...
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Tourism Investment and Land Use Change in the Northern Piedmont of the Western High Atlas (1989-2022)
Ait Zamzami, Hamza
; Elaanzouli, Mohammed
; Zahrani, Ayoub
; Saidi, Jamila
; Boumeaza, Taieb
; Musiyam, Muhammad
Forum Geografi
Vol 38
, No 1
(2024)
This study aimed to investigate the profound influence of tourism investment on the Northern Piedmont of the western High Atlas over 34 years in response to the escalating global trend of tourism-driven land-use changes, particularly in the Marrakesh region. In this context, the driving forces behind the significant transformation of agricultural land and bare soils into tourism-driven investments were evaluated as well as the critical role of accessibility in shaping spatial shifts. The method...
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