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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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ASSESSMENT GREEN CONSTRUCTION MENGGUNAKAN MODEL ASSESSMENT GREEN CONSTRUCTION (MAGC) (STUDI KASUS : PROYEK PEMBANGUNAN DP MALL EXPANSION SEMARANG)
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 3
, No 1
(2025)
Kegiatan konstruksi memberikan konstribusi besar terhadap lingkungan, seperti peningkatan emisi karbon, penggunaan energi yang tinggi, dan produksi limbah. Untuk mengatasi permasalahan tersebut, konsep green construction diterapkan sebagai upaya menciptakan pembangunan yang ramah lingkungan. Penelitian ini dilakukan untuk mengevaluasi penerapan konsep green construction pada Proyek DP Mall Expansion yang mencakup 6 aspek, 16 faktor, dan 142 indikator. Metode penelitian meliputi survei, wawancara...
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Perancangan Jepara Creative Center
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 3
, No 1
(2025)
Jepara Creative Center adalah fasilitas yang berperan dalam mengembangkan dan memberdayakan ekonomi kreatif di kota Jepara. Tempat ini berfungsi sebagai pusat inovasi dan kekayaan intelektual, pusat pendidikan dan pelatihan, pusat promosi dan pemasaran, pusat pengembangan industri perangkat lunak dan konten, serta pusat inkubasi bisnis. Jepara Creative Center merupakan sarana pendukung ekonomi kreatif bagi para pelaku usaha di sektor tersebut dalam meningkatkan kapasitas jejaring ekonomi kreatif...
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Analisis peramalan data kekeringan lahan pertanian di kabupaten lamongan menggunakan metode Fuzzy Time Series-Markov Chain
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
The agricultural sector in Lamongan Regency is severely affected by the threat of drought, potentially affecting food production and farmers' welfare. This study aims to forecast the area of agricultural drought with a very severe category in Lamongan Regency using the Fuzzy Time Series-Markov Chain (FTS-MC) method. The data used includes the average drought area based on the processing of Landsat 8 imagery from 2020–2024, rainfall data, and historical drought data from the Regional Disaster Man...
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Inovasi media pembelajaran interaktif matematika berbantuan canva dalam meningkatkan motivasi belajar
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
Students' motivation to learn mathematics is relatively low, this is caused by the use of conventional learning methods and less interesting media, so that students are less active and have difficulty understanding abstract concepts, especially the Pythagorean theorem. This study aims to develop interactive learning media assisted by Canva to increase students' motivation to learn mathematics. This type of research is Research and Development (R&D) with the ADDIE development model consisting...
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Penjadwalan perkuliahan dengan model integer linear programming di teknik logistik universitas pertamina
Iskandar, Yelita Anggiane
; Khairunnisa, Nazihah
; Hartono, Wardaningtyas Nazarany
; Hartono, Werdaningtyas Evivani
; Afdiyan, Hafidz Al
; Liperda, Rahmad Inca
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
Penjadwalan perkuliahan yang memuaskan semua pihak seringkali tidak mudah untuk dilakukan. Fenomena ini terjadi secara berulang setiap semester baru akan dimulai. Ada banyak keterbatasan dan kendala yang perlu dipertimbangkan agar jadwal yang optimal dapat disusun, antara lain jumlah dosen, pemetaan keahlian terhadap mata kuliah, dan ketersediaan ruang yang terbatas. Penelitian ini berfokus pada penyelesaian permasalahan penjadwalan kuliah di Program Studi Teknik Logistik Universitas Pertamina....
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Pengaruh Word Of Mouth, Citra Merek, dan Brand Ambassador Terhadap Kepuasan Konsumen Pada Produk Le Minerale
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 3
, No 3
(2025)
This study aims to analyze the effect of Word of Mouth (WOM), brand image, and brand ambassador on consumer satisfaction with Le Minerale in Wonodadi District, Blitar Regency. A quantitative approach with a descriptive design was applied. The study involved 128 respondents selected through accidental sampling. The research instrument was a four-point Likert scale questionnaire tested for validity and reliability before use. Data were analyzed using SPSS version 27, including validity and reliabi...
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Implementation Science Practical at SMP Negeri 1 Sambi, Boyolali, Indonesia
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 2
(2025)
Low frequency and minimal practicum facilities have become the main problems in the implementation of science learning at SMP Negeri 1 Sambi, Boyolali. According to the Minister of National Education Regulation Number 24 of 2007, the learning process requires facilities and infrastructure that support optimal implementation. The benefits of science practicum include increasing students’ motivation to learn science and providing opportunities for them to satisfy their curiosity through scientific...
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Exploration of Differences In Students Creative Thinking Abilities Viewed from Perspective Gender and Domicile: Rasch Model Analysis
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 2
(2025)
The purpose of this study was to explore differences in students creative thinking abilities based on gender and domicile. The research method used was descriptive quantitative. Sampling used proportional random sampling technique at Public Junior High Schools in South Konawe Regency. The research instrument used a creative thinking test as primary data. The data analysis technique used the winsteps program with scalogram analysis. The results showed that female students tended to be superior in...
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Deteksi Jenis Jerawat Berbasis Android menggunakan Ensemble Deep Learning dengan Optimasi Layer Parsial
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Accurate classification of acne types is essential for determining the appropriate treatment. This study developed an automatic detection system based on Android using an ensemble Deep Learning approach and partial layer optimization to address the visual similarity challenges among different acne types. MobileNet and EfficientNetB0 were used as base models, then combined using majority voting and weighted averaging techniques. The dataset used consisted of 6,875 acne images that underwent prepr...
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