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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 (ASSET)
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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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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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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Pengelolaan Limbah Kulit Buah Naga Menjadi Saus Untuk Mendukung Ketahanan Pangan di Desa Jaten, Karanganyar
Utami, Bekti Wahyu
; Saputri, Anggi Dwi
; Damayanti, Citra
; Adha, Fais Fadhila Nur
; Nadia, Jasmin
; Syaputra, Muhammad Ramadhan
; Yunus, Muhammad
; Kusumahandayani, Putri
; Vitria, Salma
; Firdaus, Salsabila
; Hasanah, Uswatun Nur
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
The UNS Community Service Program (KKN) Batch 68 was conducted from July to August 2025 in Jaten Village, Karanganyar Regency, Central Java. This program focused on educating the community about the utilization of organic waste, particularly dragon fruit (Hylocereus spp.) peel, which is generally underutilized. Dragon fruit peel has the potential to be developed into functional food products as it contains fiber, vitamins, and pectin. Through the “Dragon Fruit Peel Waste Management into Sauce” w...
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Understanding GenAI Adoption in Education: A Systematic Literature Review
Hidayat, Alifiansyah Arrizqy
; Rospricilia, Tita Ayu
; Rosidah, Nur Azizah
; Fauzia, Ramadhani Vanva
; Putra, Ian Mahendra
Journal of Multimedia Trend and Technology
Vol 4
, No 2
(2025)
This study conducts a systematic literature review of 40 peer-reviewed articles to investigate behavioral factors influencing the adoption of Generative Artificial Intelligence (GenAI) in education. Using PRISMA guidelines, the review identifies key constructs from the Unified Theory of Acceptance and Use of Technology (UTAUT) including performance expectancy, effort expectancy, social influence, and facilitating conditions as consistent predictors of GenAI usage. Additionally, complementary var...
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EFEKTIVITAS MODEL PROBLEM BASED LEARNING BERBANTUAN MEDIA INTERAKTIF PADA CAPAIAN ASESMEN KOMPETENSI MINIMUM NUMERASI SISWA
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Kompetensi numerasi siswa di Indonesia masih rendah, sebagaimana ditunjukkan oleh survei OECD 2021 yang mencatat 71% siswa belum mencapai standar minimum matematika. Studi ini bertujuan untuk mengeksplorasi efektivitas Model Problem Based Learning (PBL) dengan bantuan media interaktif pada capaian asesmen kompetensi minimum numerasi siswa di SD Negeri Purwokerto 01. Metode yang diterapkan adalah metode kuantitatif dengan desain pre-eksperimental One Group Pretest-Posttest Design. Subjek peneliti...
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Hybrid Approaches for Advanced Medical Text Summarization: Combining TF-IDF, BERT, and Seq2Seq Models
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Clinicians, researchers, and healthcare professionals are confronted with the challenge of efficiently extracting relevant knowledge from vast amounts of textual data. Medical text summarization emerges as a crucial tool to address this challenge by condensing lengthy medical documents into concise, informative summaries. A comprehensive hybrid approach is proposed to address the challenges in medical text summarization by combining both extractive and abstractive methods, by integrating Term Fr...
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1 Sitasi
Analysis Stability of Retaining Wall type Soldier Pile during Dewatering Work on Hospital Construction Site
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Groundwater subsidence during dewatering work can be a serious challenge if soil conditions are unstable, potentially disrupting the stability of supporting structures such as soil retaining walls. This research analyzed the stability of soldier pile type soil retaining walls during the dewatering process in hospital construction projects in the BSD area. The data used included the results of Standard Penetration Test (N-SPT), monitoring of dewatering work, inclinometer readings, and stability...
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Predicting Habitat Suitability of Mahseer Fish (Tor spp.) in Tropical River Systems Using MaxEnt and Google Earth Engine: A Geospatial Modeling Approach
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Rivers are vital freshwater habitats that face threats of degradation and climate change. Mahseer fish, a key species, is in decline. This study predicted Mahseer fish habitats in Central Java using the Google Earth Engine and the MaxEnt machine learning algorithm. Environmental predictors, including NDVI, elevation, slope, river order, temperature, and rainfall, were extracted from Sentinel, SRTM, MODIS, and CHIRPS data. The model identified river order as the most influential variable (73%), f...
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Inovasi minyak jelantah dan sereh (Cymbopogon citratus) sebagai bahan pembuatan eco-friendly antibacterial soap
Firdaus, Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Firdaus, Muhamad Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Roqobih, Fikky Dian
; Subekti, Hasan
; Qosyim, Ahmad
Perwira Journal of Science & Engineering (PJSE)
Vol 5
, No 2
(2025)
Pembuangan minyak jelantah sebagai limbah rumah tangga berpotensi mencemari lingkungan apabila dibuang sembarangan, sehingga diperlukan inovasi dalam pemanfaatan limbah menjadi produk yang lebih bernilai guna dan ramah lingkungan. Penelitian ini bertujuan untuk mengkaji efektivitas, manfaat, kelemahan serta potensi inovasi dari pembuatan sabun ramah lingkungan berbahan dasar minyak jelantah dan ekstrak sereh (Cymbopogon citratus) sebagai zat aktif antibakteri alami. Metode yang digunakan adalah...
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