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Predicting First-Year Student Performance with SMOTE-Enhanced Stacking Ensemble and Association Rule Mining for University Success Profiling
Kikunda, Philippe Boribo
; Kasongo, Issa Tasho
; Nsabimana, Thierry
; Ndikumagenge, Jérémie
; Ndayisaba, Longin
; Mushengezi, Elie Zihindula
; Kala, Jules Raymond
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
This study examines the application of Educational Data Mining (EDM) to predict the academic per-formance of first-year students at the Catholic University of Bukavu and the Higher Institute of Edu-cation (ISP) in the Democratic Republic of Congo. The primary objective is to develop a model that can identify at-risk students early, providing the university with a tool to enhance student support and academic guidance. To address the challenges posed by data imbalance (where successful cases outnu...
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2 Sitasi
Hybrid Dynamic Programming Healthcare Cloud-Based Quality of Service Optimization
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The integration of Internet of Things (IoT) with cloud computing has revolutionized healthcare systems, offering scalable and real-time patient monitoring. However, optimizing response times and energy consumption remains crucial for efficient healthcare delivery. This research evaluates various algorithmic approaches for workload migration and resource management within IoT cloud-based healthcare systems. The performance of the implemented algorithm in this research, Hybrid Dynamic Programming...
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1 Sitasi
Determinants of MSME Sustainability: A Regression-Based Study in Labuhanbatu
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
This study aims to identify factors that influence the development of healthy and independent MSMEs in Labuhanbatu Regency, Indonesia. The research method uses a quantitative approach with primary data collection through interviews and questionnaires distributed to 342 MSME actors in Labuhanbatu Regency. The sample was taken using a stratified random sampling technique based on the 2019 MSME population. The data were analyzed using multiple regression techniques to test the effect of the indepe...
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Recent Advances in Catalytic Systems for the Sustainable Synthesis of Ethyl Levulinate from Biomass
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The esterification of levulinic acid to ethyl levulinate presents challenges in catalyst efficiency, reusability, and environmentally friendly process design, restricting commercial scalability. This study examines recent studies on diverse catalysts, including Deep Eutectic Solvents (DES), homogeneous and heterogeneous systems, and their effects on yield. DES is positioned as a more sustainable option, with yields as high as 99.8%, quicker reaction times, and a lower environmental effect. Wh...
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PENDAMPINGAN PENGELOLAAN USAHA UMKM “OMAH CHIRENG SALATIGA”
Kusuma, Risalah
; Yuliyanti, Yuke
; Suci, Indah
; Dwiyana, Nita
; Kiki, Alya
; Fitriyani, Eka
; Rumambo, Elmayana
; Haongap, Ully
; Puspita, Maria Entina
; Puspita, Maria Entina
Perwira Journal of Community Development
Vol 5
, No 2
(2025)
Kegiatan pengabdian ini bertujuan untuk memberikan pendampingan pengelolaan usaha pada salah satu usaha kecil industri rumahan singkong dan tepung tapioka “Omah Chireng Salatiga” yang berlokasi di Kauman Sidorejo Salatiga. Pemberdayaan usaha meliputi pemberdayaan manajemen produksi, pemasaran serta pengelolaan keuangan usaha dengan memberikan pemahaman praktik produksi mulai dari proses produksi, labeling kemasan hingga pengenalan produk, promosi dan saluran distribusi, pencatatan sederhana dala...
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Bridging the Gap: Pre-Service Teachers’ Realities of Technology Integration in the Digital Classroom
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
In the digital era, integrating technology into education is essential for preparing future-ready educators. This qualitative case study explores how pre-service teachers experience and implement digital tools in instructional settings. It focuses on their successes, challenges, and the pedagogical strategies they employ. Drawing on the Technological Pedagogical Content Knowledge (TPACK) framework and experiential learning theory, the study involved 15 pre-service teachers from a university in S...
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Bibliometric Mapping of Research on Water Availability in Central Asia
Salokhiddinov, Abdulkhakim
; Juliev, Mukhiddin
; Mirzaqobulov, Jakhongirmirzo
; Khakimova, Poshoazimkhon
; Khomidov, Avazbek
; Abdikairov, Bekmurat
Forum Geografi
Vol 39
, No 2
(2025)
Sumber daya air di Asia Tengah terutama berasal dari gletser Pegunungan Tian Shan dan Pamir, yang telah terdampak signifikan oleh perubahan iklim global. Pembentukan dan konsumsi sumber daya ini tidak seimbang karena tuntutan produksi energi dan pertanian. Tinjauan ini menyelidiki isu ketersediaan air di Asia Tengah menggunakan pendekatan bibliometrik, menganalisis 299 makalah akhir yang terindeks di Scopus. Analisis ini berfokus pada tren dan jenis publikasi, peneliti dan lembaga yang aktif, sp...
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Tanggung Gugat Dokter Bedah yang Menggunakan Robotic Telesurgery (Studi Kasus Lembaga Pelayanan Kesehatan Digital Telemedisin)
AMNESTI : Jurnal Hukum
Vol 7
, No 2
(2025)
Perkembangan teknologi kedokteran, khususnya dalam bidang telemedisin telah memungkinkan praktik bedah dilakukan dari jarak jauh dengan bantuan sistem robotik. Namun, inovasi ini juga menimbulkan diskursus hukum baru mengenai siapa yang bertanggung gugat apabila terjadi kerugian terhadap pasien. Penelitian ini bertujuan untuk menganalisis tanggung gugat dokter bedah dalam praktik medis dengan bantuan sistem robotik dari perspektif hukum positif Indonesia. Dengan menggunakan metode penelitian yur...
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The PENGUJIAN PRODUKSI BEBERAPA JAGUNG (ZEA MAYS L.) HIBRIDA UNTUK VARIETAS PAKAN BIJI DAN PAKAN SILASE
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Maize is the second most important food commodity after rice and a the main source of carbohydrate in Indonesia. The aim of this study was to determine the potential production potential and the appearance of several plant characters in several corn hybrids. The research method was conducted using Randomized Completed Design (RCD)with 3 replications. Analysis of data was done by analysis of variance and if there was a real effect, it was continued with the Honest Significant Difference (HSD). Th...
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Capasity Building Kelembagaan Pengurus Badan Usaha Milik Desa “Tua Tune” Desa Oeperigi Kecamatan Noemuti Kabupaten Timor Tengah Utara
Jurnal Pengabdian Teknologi Tepat Guna
Vol 6
, No 2
(2025)
Badan Usaha Milik Desa (BUMDes) merupakan suatu lembaga ekonomi yang dibentuk di desa. Tujuannya dalah untuk mendorong peningkatan ekonomi masyarakat desa melalui pengembangan serta pengelolaan potensi-potensi yang dimiliki di desa. Desa Oeperigi adalah salah satu desa yang berada di Kabupaten Timor Tengah Utara, Kecamatan Noemuti, telah mendirikan Badan Usaha Miliki Desa sejak tahun 2017. Keberadaan BUMDes di Desa Oeperigi diberi nama “BUMDes Tua Tune”. Lembaga ini telah dibentuk kepengurusanny...
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