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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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Pengaruh Work Family Conflict, Stres Kerja dan Kompensasi Terhadap Kinerja Karyawan di PT Nusa Gas Pratiwi
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 4
(2025)
This study aims to analyze the influence of work-family conflict, job stress, and compensation on employee performance at PT Nusa Gas Pratiwi. A quantitative approach with a survey method was employed, and data were collected through questionnaires distributed to 35 permanent employees. The data were analyzed using multiple linear regression with SPSS software. The results indicate that work-family conflict, job stress, and compensation have a positive and significant effect on employee performa...
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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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Kesalahan siswa sekolah dasar dalam penyelesaian soal cerita pecahan: Tinjauan prosedur Newman berdasarkan gaya belajar
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
This research aims to analyze various types of mistakes made by 4th grade students in class A at SDIT Al Ibrohimi during the process of solving mathematical story problems on the topic of fractions utilizing the Newman procedure, while reviewing their learning styles. The procedure includes five stages, namely Reading, Comprehension, Transformation, Process Skill, and Encoding. This research employs a descriptive qualitative approach, involving 25 students as subjects selected using simple rand...
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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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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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Implementasi Algoritma K-Nearest Neighbor Dalam Prediksi Penyakit Jantung
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Heart failure is a serious and pressing health problem that affects millions of people worldwide. Several factors influence the occurrence of heart failure, such as age, type of pain, blood pressure, cholesterol levels, and other risk factors associated with heart disease. With current technological developments, data mining and machine learning can be used to predict patient health conditions. Therefore, the problem of this research is how to implement data mining techniques for identifying hea...
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Integrasi Metode Weighted Product (WP) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) untuk Pendukung Keputusan Penentuan Asisten Dosen
Muthmainnah, Aindri Rizky
; Pamput, Jessicha Putrianingsih
; Adiba, Fhatiah
; Surianto, Dewi Fatmarani
; Nasrullah, Asmaul Husnah
; Budiarti, Nur Azizah Eka
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
The selection of teaching assistants requires an objective and effective decision-making system. This study designs a decision support system for selecting assistants in the Algorithm and Basic Programming course at JTIK, Universitas Negeri Makassar, by integrating the Weighted Product (WP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methods. WP assigns weights to evaluation criteria, while TOPSIS identifies the best candidates based on positive and negative ideal...
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