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A Comparative Analysis of Time-Series Models of ARIMA and Prophet IoT-Based Flood Forecasting in Sungai Melaka
Mazran Esro
; Siva Kumar Subramaniam
; Tuani Ibrahim, Ahamed Fayeez
; Yogan Jaya Kumar
; Siti Aisyah Anas
; Sujatha Rajkumar
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 4
(2025)
Flood prediction is essential for mitigating disasters, especially in low-lying areas. This study presents an IoT-driven flood forecasting system that utilizes ARIMA and Prophet models to predict water levels in Sungai Melaka, Malaysia. Sensor data collected from an IoT-based flood observatory system was used to train and evaluate both models. Performance analysis based on RMSE and MAPE revealed that while ARIMA captures short-term trends, Prophet outperforms it with a lower MAPE of 6% and RMSE...
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1 Sitasi
Exploring Spatial Relationship in Criminal Behavior: A Spatial Analysis of Offenders’ Homes and Theft Locations in Kuching, Sarawak, Malaysia
Forum Geografi
Vol 39
, No 2
(2025)
This study aims to identify the proximity of offenders' homes to the theft location in Kuching, Sarawak. The attribute data includes the total number of theft offenders in Kuching in 2018, categorized as solo and co-offenders. It also details the modus operandi used in these thefts, as well as the offenders' employment and educational backgrounds. At the same time, spatial data consists of Kuching and Samarahan land use types, Kuching police station sector boundaries, the home addresses of offen...
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Workshop Digital Marketing, Inovasi Desain, Katalog dalam Upaya Peningkatan Harga Jual Gerabah di Desa Rendeng, Kecamatan Malo, Kabupaten Bojonegoro
Wulandari, Septi
; Rizka Syahira Ramadhani
; Nadia Salsa Bila
; Fiza Istanti Nur Rosida
; Dimas Syahputra Aidil Laqod
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Desa Rendeng Kecamatan Malo Kabupaten Bojonegoro merupakan salah satu desa yang memiliki potensi culture site gerabah. Kerajinan ini telah ada sejak tahun 1930an, produk awal yang dihasilkan berupa bentuk boneka pengantin. Tantangan yang dihadapi pengrajin gerabah meliputi tantangan internal dan tantangan eksternal. Pengabdian masyarakat dilakukan menggunakan metode kualitatif pendekatan partisipatif perajin gerabah yang terlibat dalam merencanakan kegiatan berdasarkan wawancara untuk menelaah p...
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Implementation Of The Scrum Method In The Student's Grade Data Processing Application At Sdn 21 Bantan
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The rapid development of information technology has significantly impacted various sectors, including education. SDN 21 Bantan, an elementary school in Bengkalis Regency, faces challenges in managing student grades manually, which is time-consuming and prone to errors, particularly in compiling report cards. This study aims to design a web-based student grade management information system using the Scrum methodology, which is agile and adaptive. The system is designed to assist teachers in proce...
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Plant based nugget innovation based on oyster mushrooms (Pleurotua ostreatus) and corn flour (Zea mays var amylacea) as high fiber foods: Inovasi Plant Based Nugget berbasis Jamur Tiram (Pleurotua ostreatus) dan Tepung Jagung (Zea mays var amylacea) sebagai Pangan Tinggi Serat
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 2
(2025)
Indonesia has many types of junk food that have a strong taste, but are generally not nutritionally balanced, namely high in fat, salt, or sugar and low in fiber. One of the most popular is nuggets which are generally made from meat. As a healthier alternative, nuggets are made using oyster mushrooms which are low in fat and higher in fiber, and combined with gluten-free and high-fiber corn and tapioca flour to replace wheat flour which contains gluten. This study aims to determine the effect of...
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Characterization of soy tofu substituted with palm kernel meal (Elaeis guineensis jacq): Karakterisasi Tahu Kedelai Tersubstitusi Bungkil Inti Sawit (Elaeis guineensis jacq)
Lutfi, Mohammad
; Azzahra, Fadlia
; Pomuruh, Felix Kristianto
; Manggau, Gemaliany Pilo
; Syamsuddin, Syamsuddin
; Amar, Aini Auliana
; Rahmadina, Hizra Nur
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 2
(2025)
Tofu is a common food made from soybeans. However, because soybeans have limitations in terms of availability, other alternative ingredients such as palm kernel meal (BIS) are needed. The purpose of this study was to determine the best concentration of palm kernel meal added to tofu making so as to reduce dependence on the use of soybeans. The study was designed using a completely randomized design with 1 factorial, namely the concentration of BIS and soybeans. The concentration variations used...
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Perancangan Masterplan Wisata Taman Opak, Bokoharjo, Prambanan melalui Pendekatan Co-Design Berbasis Potensi Alam Tepian Sungai
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Taman Wisata Opak terletak di Desa Ringinsari, Bokoharjo, Prambanan, Sleman, Yogyakarta, pada tepian Sungai Opak yang merupakan pertemuan tiga sungai dengan arus tenang. Kawasan ini memiliki potensi lanskap berupa sungai, sawah, dan hutan bambu dengan panorama langsung ke Taman Wisata Ratu Boko. Masyarakat telah berinisiatif mengembangkan kawasan secara swadaya sejak 2018, namun keterbatasan perencanaan membuat pemanfaatan potensi belum optimal. Permasalahan utama adalah ketiadaan arahan pengemb...
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Budidaya Sayur secara Hidroponik dan Ikan Lele (Mix Farming) dalam Mempertahankan Ketahanan Pangan Keluarga di Desa Kajeksan
Suyono
; Zahra Maulida
; Della Oktaviani Putri
; Nadira Aulia Rizqiana Putri
; Windi Yuni Astutik
; Ivan Adi Susanto
; Nauval Rahmad Salam
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
The KKN Program of Universitas PGRI Adi Buana Surabaya for the 2024–2025 period in Kajeksan Village, Sidoarjo Regency, focuses on the issue of family food security by implementing a mixed farming system based on the use of used goods. This service method uses Participatory Action Research (PAR) through the stages of to know (identifying problems), to understand (socialization of concepts), to plan (design a system from gallons of mineral water), to act (training and assistance in making hydropon...
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Personal Data Protection Regulations in Indonesia: Implications for E-Business Cybersecurity
Digital Business Intelligence Journal
Vol 1
, No 2
(2025)
This study analyzes the impact of implementing Indonesia’s Law No. 27 of 2022 on Personal Data Protection (PDP Law) on cybersecurity in the e-business sector. Using a normative qualitative approach through literature analysis, this research examines the regulation’s implications for technical infrastructure, compliance procedures, and human resource capacity development within e-business operations. The findings indicate that although the PDP Law provides a comprehensive legal framework and huma...
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Pembentukan UMKM Varisko sebagai Pemberdayaan dan Solusi Ekonomi Masyarakat Cumedak Jember
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 2
(2025)
Varisko micro business as an empowerment effort and economic solution for the community of Cumedak Village, Jember. Cumedak Village faces significant economic challenges, marked by an unemployment rate of 12% and poverty rate of 18%, as well as the majority of the population's dependence on the agricultural sector with unstable incomes. This study aims to analyze and develop the formation of Micro, Small, and Medium Enterprises (UMKM). The study employs a descriptive qualitative approach with a...
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