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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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Implementing ‘De KeLuVa’ Media Based on the Tri-N Approach to Improve Cognitive Learning Outcomes of Fourth Grade Elementary Students
Education plays an important role in developing students’ character, intellectual abilities, and problem-solving skills, particularly in mathematics education. However, mathematics learning in elementary schools is often dominated by teacher-centered instruction, resulting in low student engagement and cognitive learning outcomes. Therefore, this study aimed to analyze the implementation of De KeLuVa media based on the Tri-N approach (Niteni, Nirokke, and Nambahi) to improve fourth-grade student...
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Analisis Perbandingan Yolov11 dan MobileNetV3 untuk Klasifikasi Varietas Padi
Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
; Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 17
, No 1
(2026)
Penelitian ini bertujuan untuk menganalisis dan membandingkan kinerja model YOLOv11 dan MobileNetV3 dalam mengklasifikasikan varietas padi berdasarkan gambar digital. Kumpulan data terdiri dari 10.000 gambar yang mewakili lima varietas padi, yaitu Arborio, Basmati, Ipsala, Jasmine, dan Karacadag. Kumpulan data tersebut dibagi menjadi set pelatihan dan set pengujian, dengan proses pelatihan dilakukan selama 100 epoch. Hasil evaluasi menunjukkan bahwa MobileNetV3 mencapai akurasi klasifikasi sebes...
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Evaluation of Sayang Beta Website Using UTAUT Method in Adolescents and Adults
Mufidaturrizqiyah, Mufidaturrizqiyah
; Caradine Resalda, Sylvia
; Dipa Fatahillah, Nuril
; Haikal, Haikal
; Pandu Suhito, Hanif
; Indriana Raniasmi, Prahita
; Sholikun, Sholikun
VISIKES
Vol 25
, No 1
(2026)
The Sayang Beta website is a digital health information media developed by the Semarang City Health Office to improve adolescent and early adult health literacy. This study aims to evaluate user acceptance of the Sayang Beta Website using the Unified Theory of Acceptance and Use of Technology (UTAUT) method. The study used a quantitative approach with a cross-sectional design of 108 respondents, who were selected through accidental sampling techniques. Data were collected using a Likert scale qu...
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Pembuatan Dan Penerapan Pupuk Organik Cair (Kocor) di Kebun Lordes Dalam Upaya Meningkatan Pertumbuhan Tanaman Melon (Cucumis melo L.)
Bria, Deseriana
; Mamo, Wenselaus
; Aja, Lorensius Yustianus
; Ndua, Natalia Desy Djata
; Naisali, Hyldegardis
; Tay, Delviana
; Naitili, Alexandria
The study aimed to develop and apply liquid organic fertilizer (kocor) in Lordes Farm to improve the growth and productivity of melon (Cucumis melo L.). The production of liquid fertilizer was carried out through fermentation using brown sugar, EM4, humic acid, and urea as nutrient sources, producing a nutrient-rich liquid suitable for soil application. The application was conducted by drenching the fertilizer around the root zone at regular intervals. The results showed that liquid organic fert...
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Characteristics of Biscuit Substituted with of Mocaf (Modified Cassava) and Soya Flour (Glycine max) With The Addition of Cinnamon (Cinnamomum burmanii)an Kayu Manis (Cinnamomum burmanii)
Agrobioteknologi
(2026)
Biscuits are a dry food product made by baking dough made from wheat flour and additional food ingredients. The increasing consumption of wheat flour needs to be reduced gradually, namely by alternative use of other flours such as mocaf and soybean flour which can be used as an altenative and increase nutritional value as a source of protein. The aim of this research was to find out the biscuit formulations that consumers like the most and to determine the chemical and organoleptic characteristi...
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Analisis Pola Global dan Lokal Determinan Prevalensi Stunting di Jawa Tengah Tahun 2024 Menggunakan Geographically Weighted Regression
Nugroho, Ivan Wahyu
; Febriansyah, Candra Rifki Eka
; Rahmadhani, Oktavia Suci
; Murti, Basugandhi Sasangka
; Sabil, Safina
; Zuhdi, Shaifudin
; Shaifudin Zuhdi, Universitas Sebelas Maret, Fakultas Teknologi Informasi dan Sains Data
Jurnal Kesehatan Masyarakat Indonesia
Vol 21
, No 1
(2026)
Latar belakang: Stunting masih menjadi permasalahan kesehatan masyarakat yang serius di Indonesia, salah satunya di Jawa Tengah. Pendekatan analisis global sering kali belum mampu menangkap perbedaan pengaruh determinan stunting secara local. Tujuan: Penelitian ini bertujuan untuk mengidentifikasi pola global dan lokal determinan stunting di Jawa Tengah menggunakan. Metode: Penelitian kuantitatif ini menggunakan data sekunder agregat dari 35 kabupaten/kota di Jawa Tengah. Analisis dilakukan meng...
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Assessment of genetic diversity in EMS-induced porang (Amorphophallus muelleri Blume) revealed by RAPD markers
Haritzah, Rendha Maulana
; Radita, Novia Fitri
; Ramadanti, Isma Salsabila
; Azzahro, Yusri Despa
; Wahyudi, Didik
; Resmisari, Ruri Siti
; Suyono
Increasing genetic diversity of porang through mutation is urgently needed since porang has low genetic diveristy. Therefore, this study aims to increase the genetic diversity of porang using ethyl methanesulfonate (EMS) and analyze the genetic diversity of porang using RAPD markers. Porang explants were subjected to in vitro EMS induction at various concentrations (control, 0.1%, 0.2%, 0.3%, 0.4%, and 0.5%) and evaluated after 35 days. DNA amplification was carried out using 20 RAPD primers. Ge...
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Pengaruh Green Accounting, Profitabilitas, Leverage, dan Ukuran Perusahaan terhadap Agresivitas Pajak
DHARMA EKONOMI
(2026)
This study aims to determine the effect of green accounting, profitability, leverage, and company size on tax aggressiveness. The population in this study is energy sector companies listed on the Indonesia Stock Exchange for the financial reporting period 2020-2024. The sampling technique used in this study is purposive sampling, and a sample of 35 companies was obtained. The analysis technique used is multiple linear regression analysis using SPSS version 22.0. The results of this study indicat...
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Workshop Pembuatan Urea Molasses Block (UMB) untuk Meningkatkan Produktivitas Ternak di Kecamatan Windusari, Kabupaten Magelang
Pradita, Linda Eka
; Manggala Wijaya, Ahmad Rino
; Oktaviana, Tiara
; Hasna Aribah, Nisrina Zaidatun
; Intan Meilisa, Maulidya
; Salman Fata, Muhammad
; Aulia, Fara
; Yuliana, Tri Wahyu
; Arifina Qulba, Shefie
; Rahayu Pramesti, Yuliani
; Luthfie Freessylia, Brilliant
; Khaidar Ali, Wildan
; Oktaviana, Tiara
Pakan adalah faktor penting dalam sektor peternakan. Bidang peternakan menjadi fokus pengembangan di Kelurahan Bandarsedayu yang terletak di Kabupaten Magelang. Kondisi geografi sesuai dengan adaptasi hewan dan sumber pakan berupa rumput yang cukup berlimpah. Namun, tidak semua rumput dapat memenuhi kebutuhan mineral ternak karena beberapa faktor. Teknologi pakan tambahan seperti Urea Molase Blok yang memiliki kandungan mineral tinggi. Tujuan dari pengabdian ini adalah untuk mengedukasi masyarak...
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