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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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Analisis Kinerja Ruas Jalan Perkotaan Jl. Ajibarang – Secang (Jl. Ahmad Yani) Kota Wonosobo
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 3
, No 1
(2025)
Jalan merupakan faktor yang sangat penting bagi penduduk untuk berhubungan antara daerah yang satu ke daerah yang lain, selain itu jalan juga berfungsi untuk memperlancar kegiatan perekonomian dan aktivitas sehari-hari penduduk. Kabupaten Wonosobo memiliki luas wilayah 984,68 km2 dengan jumlah penduduk mencapai 909.664 jiwa pada data sensus 2023. Tingkat kepadatan penduduk yang tinggi ini berpengaruh pula pada kegiatan lalu lintas. Kondisi tersebut dapat dilihat pada Jalan Ajibarang - Secang (Ja...
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Penerapan pembelajaran berdiferensiasi dengan pendekatan tarl dan culturally responsive teaching terhadap pemahaman konsep materi aljabar
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
Rendahnya pemahaman konsep matematis disalah satu sekolah kota Jambi disebabkan oleh penerapan pembelajaran yang masih menggunakan pembelajaran yang konvensional. Konvensional artinya pembelajaran yang seperti guru menjelaskan materi dengan ceramah lalu diberikan tes tanpa menggunakan model dan pendekatan yang membantu akan pemahaman konsep matematis siswa. Berdasarkan kurikulum merdeka yang diterapkan serentak dibutuhkan inovasi untuk mewujudkan kegiatan pembelajaran yang lebih menyenangkan. D...
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Penentuan Metode Augmentasi pada CNN Berdasarkan Metode Optimasi Fox untuk Klasifikasi Citra Ikan
Wahyudi, Firman
; Nugraini, Siti Hadiati
; Soeleman, Arief
; Pramunendar, Ricardus Anggi
; Andono, Pulung Nurtantio
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Automatic identification of fish species plays an important role in various fields such as conservation biology, fisheries management, and biological research. The Convolutional Neural Network (CNN) method has become an effective solution for automating this process using digital images. However, achieving high accuracy requires careful consideration of factors such as the quantity and quality of data, image preprocessing methods, feature extraction techniques, classification algorithms, and opt...
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Pemanfaatan Minyak Jelantah Menjadi Lilin Aromaterapi sebagai Upaya Pengelolaan Limbah dan Pemberdayaan Ekonomi Masyarakat
Zuhro, Nurul Shofiatin
; Azhari, Muhammad Asshiddiqi
; Rovidhoh, Ana
; Petrik, Shela
; Izzatadiini, Arini
; Cahyono, Moch. Rizki Nur Hidayat
; Rachmatullah, Alya Zahirah
; Labibah, Sajiya
; Azizzah, Sabrina Ghina
; Lestari, Cica Aisyah
; Agustin, Syifa Frida
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
Used cooking oil is a household waste that may pollute the environment and harm human health if disposed of or reused improperly. This community service program aimed to provide a waste management solution while enhancing the community’s economic skills through training on producing aromatherapy candles from used cooking oil. The implementation method included awareness sessions on the hazards of used cooking oil, technical training using a learning by doing approach, and assistance in productio...
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Enhancing the Competitiveness of Indonesian MSME Products in Malaysia Through Simple Supply Chain Management Strategies
An International Journal Tourism and Community Review
Vol 2
, No 3
(2025)
This study investigates the implementation of a simple supply chain strengthening program to enhance the competitiveness of Indonesian micro, small, and medium enterprises (MSMEs) in the Malaysian market. Indonesian MSMEs face challenges in market entry, including limited knowledge of export procedures, high distribution costs, and low product acceptance due to labeling and packaging issues. The research aims to evaluate whether targeted, low-cost interventions can improve MSME readiness and per...
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Pengaruh Tata Letak dan Display Produk Terhadap Penjualan Sparepart Komputer di Bandung Trade Mall
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to analyze the effect of store layout and product display on computer spare part sales at Bandung Trade Mall. The background of this study is based on the increasing competition in the computer retail business, which requires effective visual merchandising strategies to attract consumers. The research method used a quantitative approach with a survey of 20 respondents selected purposively. Data were collected through questionnaires, observations, and informal interviews, then ana...
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PEMBERDAYAAN KELOMPOK 'AISYIYAH DALAM PENCEGAHAN DAN PENANGANAN KEBAKARAN DI KECAMATAN KEDUNGTUBAN
Alfia Magfirona
; Nabil Belantara Kusuma
; Arinda Soraya Putri
; Fadhilla Tri Nugrahaini
; Tsulis Iq'bal Khairul Amar
; Syakir Maghfuri
; Mochammad Geraldy
; Indra Wahyu Nusantara
; Muhammad Ghofar Shidiq
; Nila Kusuma Ayu Lestari
Empowerment Journal
Vol 5
, No 2
(2025)
'Aisyiyah's group empowerment programme in Kedungtuban Sub-district, Blora Regency, was motivated by the high number of fires and the low disaster literacy of the community, especially women. This research aims to increase the community's capacity in fire prevention and management through an educative and participatory approach. The method used was a combination of participatory education and action research, which included socialisation, training, simulation and evaluation. The results of the a...
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Analisis Metode Springate Dalam Memprediksi Kebangkrutan Pada Perusahaan Asuransi Yang Terdaftar di BEI
Purwantoro, Aletha Kevina Putri
; Nadia, Ananta Arta
; Anggraeni, Dwi
; Alamsyah, Naditha Ersa Auryn
; Ramadhan, Yanuar
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Unstable financial conditions in insurance companies can serve as an early indicator of potential bankruptcy, which may have wide-ranging impacts on policyholders, shareholders, and the overall stability of the financial sector. Therefore, early detection of bankruptcy risk is critically important. This study aims to evaluate the effectiveness of the Springate model in identifying potential bankruptcy among insurance companies listed on the Indonesia Stock Exchange during the 2022–2024 period. T...
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Simulation-Based Optimization of Resource Allocation in Seasonal Recreational Facilities Using Discrete Event Simulation and Machine Learning
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 4
(2025)
The study proposes a simulation-based optimization framework to surmount recreational facility operational inefficiencies via spatial design, guest flow, and staff allocation. Adopting Discrete Event Simulation (DES) and Machine Learning (ML), the research optimizes capacity planning and resource allocation in the face of dynamic seasonal demands. A year's worth of operations data was utilized for statistical distribution modeling of visitor interarrival times in RStudio, categorized into low, r...
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