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Menampilkan 81–90 dari 1855 artikel
Artificial Neural Network-Based Diabetes Prediction Analysis Using CDC Diabetes Health Indicators Data: Analisis dan Prediksi Diabetes Menggunakan Artificial Neural Network dengan Dataset CDC Diabetes Health Indicators
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
Diabetes mellitus is a chronic disease with increasing prevalence and requires effective early detection efforts. This study aims to develop a diabetes risk prediction model using an Artificial Neural Network (ANN) based on non-laboratory health indicators. The dataset used is the CDC Diabetes Health Indicators with a large amount of data and characteristics of classes that are not fully balanced. The research stages include data preprocessing that includes handling missing values, encoding cate...
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Depression Prediction Among University Students Using a Random Forest Algorithm Based on Psychosocial Data: Prediksi Depresi Mahasiswa: Pendekatan Berbasis Data Psikososial Menggunakan Algoritma Random Forest
Abiyya, Abiyya Alfahrizi Putra Arifiansyah
; Afandi, Muhammad
; Dwi Riskianto, Dodi
; Sudriyanto, Sudriyanto
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
College students' mental health is a critical issue that is gaining increasing attention, particularly regarding depression, which significantly impacts quality of life and academic achievement. This study aims to develop a predictive model for depression in college students based on psychosocial data using the Random Forest algorithm. The data used is a public secondary dataset from Kaggle with 1,000 samples, covering demographic variables, lifestyle, and psychological indicators. The analysis...
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Enhancing EFL Listening Through Structured Autonomous Use of British Council Learn English Audio Materials
International Journal of Research in Education
Vol 6
, No 1
(2026)
Listening proficiency often lags behind other English skills for EFL university students, particularly in engineering programs where limited class hours restrict systematic practice. While previous studies have highlighted the benefits of podcasts and online audio resources for developing listening skills, most of these studies have relied on short-term, teacher-led classroom interventions and have rarely structured learners’ autonomous engagement with a specific platform. This study aimed the e...
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Pemberdayaan Siswa melalui Pelatihan Eco Enzyme di Madrasah Aliyah Wahid Hasyim Bangsri Jepara
Ginasputri, Heppy Nur Asavia
; Citra Chumairoh, Kamilah
; Raissa Akmalia, Kaia
; Najwan Kamil, Muhammad
; Jundi Ismail, Ahmad
; Haris, M. Al
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 1
(2026)
Latar belakang: Madrasah Aliyah (MA) Wahid Hasyim Bangsri, yang berlokasi di Desa Kedungleper, Jepara, menghadapi tantangan lingkungan akibat rendahnya kesadaran ekologis siswa yang mayoritas berasal dari keluarga petani dan nelayan. Permasalahan utama terletak pada pengelolaan limbah organik yang belum terstruktur, sehingga menimbulkan bau tidak sedap, pencemaran, serta menurunkan kenyamanan proses belajar. Tujuan: Menerapkan program Eco Enzyme (EE) untuk meningkatkan pemahaman dan keterampilan...
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Edukasi Makanan Sehat Berbasis Protein Hewani sebagai Upaya Meningkatkan Literasi Gizi pada Anak Usia Sekolah Dasar
Ni'am, Muhammad Nidhomun
; Widiastuti, Sri
; Widyawati, Fiqi
; Umbaratama, Jeffadha Rhenggajati
; Putrama, Irvanda
; Fatmawati, Alfiana
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 1
(2026)
Latar belakang: Anak usia sekolah dasar berada pada fase penting pertumbuhan fisik dan perkembangan kognitif yang membutuhkan asupan gizi seimbang, terutama protein hewani. Namun, rendahnya literasi gizi menyebabkan masih banyak anak yang belum memahami peran penting konsumsi protein hewani seperti telur dan susu dalam pencegahan stunting. Tujuan: Kegiatan pengabdian ini bertujuan meningkatkan literasi gizi anak sekolah dasar melalui edukasi makanan sehat berbasis protein hewani. Metode: Kegiata...
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Optimization of Off-Grid Solar Lighting Systems Using OEMOF Integrated with IoT Field Data — Case Study: Bukit Kunci, Indonesia
Herraprastanti, Eva Hertnacahyani
; Kiono, Berkah Fajar Tamtomo
; Haryanto, Ismoyo
; Muchammad, Muchammad
; Korai, Muhammad Safar
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
The growing need for efficient night lighting in natural tourist destinations highlights the importance of reliable and sustainable energy solutions. This study analyzes the optimization of solar-based lighting at Bukit Kunci, Indonesia, using the Open Energy Modelling Framework (OEMOF) combined with real-time monitoring via the IoT ThingSpeak platform. Photovoltaic (PV) panel data recorded at 15-second intervals during February–July 2025, yielding 532,520 records, were cleaned and aggregated as...
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Geopolymer Bio-Patch Repair: Microbially-Induced Calcite and Pozzolanic Fly Ash and Rice Husk Ash for Corrosion-Resistant of Reinforced Concrete Repair
Pinta Astuti
; Angga Jordi Wisnu Nouvaldi
; Aprilia Rahmayanti
; Pramudya Surya Shabura
; Muhammad Etandra Fara Adzani
; Dylan Ataa Tsany
; Adhitya Yoga Purnama
; Rahmita Sari Rafdinal
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Indonesia’s archipelagic environment subjects concrete structures to severe corrosion and sulfate attacks, necessitating sustainable repair solutions. This study evaluates a geopolymer-based bio-patch repair mortar utilizing fly ash (FA), rice husk ash (RHA), and Bacillus subtilis bacteria to induce Microbially Induced Calcite Precipitation (MICP). While the silica-rich ashes act as pozzolanic materials, the bacteria enhance durability by reducing oxygen levels and lowering corrosion rates. Micr...
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Effect of NaOH Molarity on Gel Formation at the Geopolymer–Artificial Aggregate Interface for Pavement Applications
Saputro, Yayan Adi
; Adnan
; Mohammad, Gunawan
; Hidayati, Nor
; Muna, Nando Nilna
; Ningrum, Aprilia Citra
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
This study investigates the effect of NaOH molarity (10, 12, and 14 M) on gel formation at the geopolymer–artificial aggregate interfacial transition zone (ITZ) for sustainable pavement binder courses. The study focuses on microstructural and chemical characteristics rather than direct mechanical performance. Using XRF, FTIR, and SEM–EDX analyses, the evolution of gel phases from N-A-S-H to hybrid N/C-A-S-H at the interface was systematically characterized. Increasing NaOH molarity enhanced alum...
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GIS-Based Spatial Equity Assessment of Temporary Waste Disposal Sites in Riverbank Informal Settlements: A Case Study of Palembang, Indonesia
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Rapid population growth and urbanization in informal settlements along the Musi Riverbank, Palembang City, have intensified pressure on the waste management system, particularly due to the uneven distribution of Temporary Disposal Sites (TPS) and limited collection services. This study, conducted in June–July 2025, examines the spatial conditions of TPS and waste management through a quantitative methods approach that integrates Geographic Information Systems (GIS) with a survey of 385 responden...
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Evaluation of Parking Space Capacity at Musamus University Merauke
Dina Pasa Lolo
; Muh. Akbar
; Silva Keiza Sahelangi
; Dina Limbong Pamuttu
; Hairulla
; Mochammad Qomaruddin
Media Komunikasi Dunia Ilmu Sipil
Vol 7
, No 2
(2026)
Musamus University is the only state university in South Papua Province. This campus provides parking spaces in various locations such as in the Faculty of Economics and Law, Deanery and Rectorate areas, but vehicles still often pile up. This research aims to determine the parking capacity of Musamus University. The research method is based on the 1998 Director General of Land Transportation's Technical Guidelines for the Implementation of Parking Facilities. The data collected is the number of...
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