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Menampilkan 1–10 dari 1466 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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Ticket Booking Information System at PERUM DAMRI Ende
Bhiju, Gedofrida Ludfina
; Mando, L.B. Finansius
; Sala, Elvira Esperanza
; Bhiju, Gedofrida Ludfina
; Mando, L. B. Finansius
; Sala, Elvira Esperanza
The development of information technology encourages public service agencies to improve the quality of service through the use of integrated information systems. PERUM DAMRI Ende as a provider of passenger transportation services, still faces problems in delivering information on schedules, routes, fares, and vehicle data management that has not been optimally integrated, thus causing uncertainty for service users. This study aims to design and build a Passenger Transport Vehicle Information Sys...
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Building Financial Resilience of Boarding House Employees Through Financial Literacy
Inflation and post-COVID-19 economic uncertainty have placed significant financial pressure on low-income workers, including boarding house employees. This study aims to analyze the effects of financial literacy, financial attitude, and economic pressure on personal financial management behavior and financial resilience among boarding house employees in Semarang Regency. A mixed-methods sequential explanatory approach was employed, with the quantitative phase (n=150) analyzed using PLS-SEM, foll...
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Manfaat Jamur Trichoderma untuk Pertanian dan Peternakan Berkelanjutan pada Kelompok Tani Ngesti Utomo, Desa Purwosari, Kecamatan Wonogiri, Kabupaten Wonogiri
Mulyono, Ali Mursyid Wahyu
; Husein, Muhammad
; Windyasmara, Ludfia
; Wijayanti , Ariyani Wahyu
; Wedaswari , Made
; Nugroho , Aziz Widhi
; Wiraharsanto, Bovi
; Rizkaprilisa, Windy
; Rifzal , Muhammad
This community service activity aims to increase farmers' knowledge and understanding regarding the use of Trichoderma fungi in supporting sustainable agricultural and livestock systems. The extension was carried out at the Ngesti Utomo Farmers Group, Segawe Hamlet, Purwosari Village, Wonogiri District, Wonogiri Regency, with materials covering: (A) the use of Trichoderma in agriculture, (B) livestock, and (C) integrated agricultural-livestock systems. Evaluation was carried out using pre-test a...
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Comparative Stress Analysis of Balanced Cantilever Bridges Using MIDAS Civil Based on AASHTO, Eurocode, and IRC
Evaluating stress behavior in prestressed concrete girders during staged construction is important for structural safety. This study compares stress responses based on three design codes: AASHTO, Eurocode, and IRC. A total of 21 construction stages were simulated using MIDAS Civil 2023 to model a balanced cantilever bridge. The analysis included time-dependent effects such as creep, shrinkage, and prestress losses, following each code’s assumptions. To ensure fair comparison, material properties...
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Motorcycle Passenger-Car Equivalents from Time-Headway Data with Lane-Occupancy Adjustment in Urban Indonesia
Aulia Dewi Fatikasari
; Achmad Dzulfiqar Alfiansyah
; Zaid Dzulkarnain Zubizaretta
; Rohmahillah Aviskanasya Septiandri
; Agistya Rachma Larasati
; Roma Artha Uly Napitupulu
; Linie Rose Dayaday Santacera
; Sinta Nabilah Salma
Motorcycles dominate traffic composition in East Surabaya, making the determination of Passenger Car Equivalent (PCE) values for motorcycles a crucial aspect of road performance assessment. This research evaluates motorcycle PCE value on six road sections on Raya Prapen Street, Jemursari Street, Jemur Andayani Street, Panjang Jiwo Street, Kali Rungkut Street, and Rungkut Industri Street, each observed in two directions (12 segments in total), with samples collected during peak hours on Monday (0...
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Students' errors in solving ethnomathematics word problems using the newman procedure: A perspective from learning styles
Some students had difficulty solving ethnomathematics word problems, indicating the need for further research to address this issue. This study aims to identify the types of errors made and the factors causing them. It applies Newman's Error Analysis, which includes reading errors, comprehension errors, transformation errors, process skill errors, and writing errors in the final answer. It incorporates the role of ethnomathematics as an innovation in contextual learning that introduces Indonesia...
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MORPHOLOGICAL CHARACTERIZATION OF BRAIN TUMOR TISSUE IN MRI IMAGES USING CNN AND TRANSFER LEARNING
Hilmi, Dafa Fadhilah
; Wibawa, Aji Prasetya
; Agustavada, Ardha Ardhana Putra
; Sholum, Abdullah
; Dwiyanto, Felix Andika
This study evaluates the role of computational pattern recognition as an observational method for analyzing morphological characteristics of brain tumor tissue in MRI data. A total of 6,056 labeled MRI images, including glioma, meningioma, and pituitary tumor cases, were examined. The images were standardized to maintain uniform structural representation and processed using three convolutional-based architectures: a baseline CNN, MobileNetV2, and EfficientNet-B0. Model performance was assessed u...
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Analyzing Financial Management and Investment Feasibility of MIXUE Beverage Franchise in Indonesia
The rapid growth of beverage franchises in Indonesia, particularly MIXUE with over 4,000 outlets, necessitates an in-depth examination of the financial management strategies underlying its success. This study aims to analyze the effects of working capital management, supply chain support, and operational cost efficiency on financial performance, as well as to evaluate the investment feasibility of the MIXUE franchise in Indonesia. A mixed-methods sequential explanatory approach was employed, uti...
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Sistem Informasi Tes Psikologis Berbasis Web (E-Psychotes) untuk Seleksi Calon Anggota Kepolisian Nasional Indonesia (Studi Kasus: Kepolisian Daerah Jawa Tengah)
Subekti, Syawaludin
; Hartono, Budi
; Santoso, Lukman
; Subekti, Syawaludin
; Hartono, Budi
; Santoso, Lukman
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 16
, No 2
(2026)
Tes psikologis yang handal dan objektif sangat penting dalam perekrutan anggota Kepolisian Nasional Indonesia untuk memastikan seleksi kandidat yang berkualitas. Namun, metode pengujian psikologis konvensional seringkali memakan waktu, rentan terhadap kesalahan manusia, dan kurang transparan dalam pengolahan data dan manajemen hasil. Studi ini bertujuan untuk merancang dan mengimplementasikan Sistem Informasi Pengujian Psikologis Berbasis Web (E-Psikotes) untuk mendukung proses seleksi psikologi...
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