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Menampilkan 41–50 dari 4758 artikel
Spatial Vulnerability Index Modeling for Climate Change Risk Assessment in Indonesia
This study develops a Fuzzy Logic-based Intelligent Decision Support Model (IDSM) to map climate change vulnerability across 34 Indonesian provinces, using 20 variables grouped into four parameters: greenhouse gases, geological factors, anthropological factors, and weather conditions. Data from 2015–2020 were sourced from the Global Atmosphere Watch, LAPAN, BASINS-CAT, BPS, and the DigComp 2.0 framework at the provincial level. The methodology involved data normalization, trend analysis via line...
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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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Digital Lean-Process Framework for Creative-Industry Efficiency (Case: Sipirok, Indonesia)
This study develops a community empowerment model for the creative economy by integrating local wisdom, education, institutional support, and technology while applying Value Stream Mapping (VSM) to reduce process inefficiencies affecting sustainable tourism. The research introduces Lean-based process optimization using engineering metrics such as cycle time, uptime, and defect ratio. Results indicate that Lean interventions reduced cycle time by 25.3%, increased uptime by 6.8%, and decreased wai...
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Design and Implementation of a Web-Based QR Code Employee Attendance System for Optimizing Attendance Management: A Case Study at Bento and Es Teh Luwes Ungaran
Nufninu, Novinda Grezen
; Rudjiono, Rudjiono
; Panjaitan, Cherlina Helena Purnamasari
; Nufninu, Novinda Grezen
; Rudjiono, Rudjiono
; Panjaitan, Cherlina Helena Purnamasari
Penelitian ini dilatarbelakangi oleh proses absensi karyawan pada Stand Bento dan Stand Es Teh Luwes Ungaran yang masih dilakukan secara manual menggunakan buku absensi. Kondisi tersebut menimbulkan beberapa kendala, seperti kesalahan pencatatan jam masuk dan pulang, risiko kehilangan atau kerusakan data, serta lambatnya proses rekapitulasi laporan kehadiran. Penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem absensi karyawan berbasis web menggunakan teknologi QR Code guna m...
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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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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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Implementasi Framework Laravel untuk Pemrosesan Nilai Akademik Berbasis Web Menggunakan Metode Agile
Lestari , Alishya Silva
; Al Amin, Muhammad Abdul Aziz
; Septiani, Alda
; Ferliansyah, Rayhan
; Marsehan, Ahmad
; Lestari , Alishya Silva
; Al Amin, Muhammad Abdul Aziz
; Septiani, Alda
; Ferliansyah, Rayhan
; Marsehan, Ahmad
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 3
, No 1
(2026)
Pengolahan nilai akademik di sekolah dasar masih banyak dilakukan secara manual menggunakan buku nilai atau aplikasi sederhana seperti spreadsheet, sehingga menimbulkan ketidakefisienan, duplikasi data, dan tingginya risiko kesalahan pencatatan. Penelitian ini bertujuan untuk mengembangkan sistem pengolahan nilai akademik berbasis web dengan mengimplementasikan framework Laravel dan metode Agile. Penelitian ini menggunakan pendekatan mixed method, yaitu pengumpulan data kualitatif melalui observ...
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Community Service Model for 3kWp Solar Power Plant System Maintenance in the Sayung Coastal Pilgrimage Area
Kuspranoto, Abdul Haris
; Ali Hasan, Ahmad
; Permana Sabputra, Novantioro
; Ulin Nuha ABA, Muhammad
; Ali Hasan, Ahmad
; Permana Sabputra, Novantioro
; Ulin Nuha ABA, Muhammad
Jurnal Pengabdian Multidisiplin dan Pemberdayaan Masyarakat: Abdikes Trada
Vol 3
, No 1
(2026)
This community service activity aims to develop a maintenance model for a 3 kWp solar power plant (PLTS) system that is suitable for implementation in small-to-medium public service areas in Sayung, specifically the pilgrimage area of the Tomb of Sheikh Abdullah Mudzaki. The coastal setting of tidal flooding, abrasion, high humidity, and limited field access requires a more disciplined operation and maintenance (O&M) approach than typical inland locations. The methods used include synthesis...
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Effect of Incubation Period on the Physical Quality, pH, and Bulk Density of Fermented Rice Bran
This study evaluated the effect of incubation period on the physical quality of fermented rice bran prepared with an EM4-based starter under anaerobic conditions. Rice bran was assigned to four incubation periods, namely 0 day (P0), 7 days (P1), 14 days (P2), and 21 days (P3). The observed variables were color, aroma, texture, clumping tendency, insect-related visual score, pH, and bulk density. Incubation period modified several physical attributes of the material. Color scores decreased after...
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Reinforcement Learning for Personalised Critical Care Treatment using Scalable Parallel Computing
Utomo, Chandra Prasetyo
; Ichikawa, Kohei
; Insani, Nashuha
; Thonglek, Kundjanasith
; Xingyuan, Kang
; Maulani, Chaerita
; Rachmawati, Ummi Azizah
Sepsis is one of the leading causes of death in intensive care units. Many patients do not receive timely or effective treatment, which lowers their chances of survival. We developed a reinforcement learning–based framework to provide personalised treatment recommendations for sepsis patients. The model creates simple patient representations from treatment responses, groups patients with similar patterns, and learns the best treatment policy for each group. To reduce long training time, we use p...
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