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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
Model Klasifikasi Emosi Berbasis Teks dengan Algoritma Decision Tree dan Support Vector Machine
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Text-based communication has become a key means of interaction across various sectors. Previous studies have applied supervised learning algorithms to emotion classification in text. These studies used different datasets, but this diversity also introduced a risk of overfitting in text-based emotion classification models. Consequently, the use of cross-validation and hyperparameter optimization is required to ensure the model’s generalization ability. The aim of this research is to compare the p...
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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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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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Pengembangan aplikasi edukatif menggunakan Desmos dan Padlet pada Materi SPLDV
Henrikus Farel Constan Adhi
; Angela Larasati Kirana Putri
; Marsela Ayu Puspitasari
; Marcella Nindita Putri
; Raynaldhi Yoshua Sange
; Andreas Erwin Prasetya
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
This study aims to develop a learning application based on Desmos and Padlet for the subject of Two-Variable Linear Equation Systems (SPLDV) to improve students' conceptual understanding through a Problem-Based Learning (PBL) approach. The main issue underlying this study is the lack of interactive and contextual learning media used in the SPLDV learning process at the junior high school level. The method used is Research and Development (R&D) with the ADDIE model, which includes the stages...
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Peningkatan Pemasaran Digital Umkm Grobbak Korea Melalui Optimalisasi Media Sosial Dan Platform Online
Diwa, Flowrensia Asa
; Belawan, Marcelina Bulan
; Rachmah, Zahrotul Laila
; Hariyanto, Nico
; Silintowe, Yunita Budi Rahayu
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Grobbak Korea merupakan salah satu UMKM yang ada di Kota Salatiga yang membutuhkan pendampingan dalam pemanfaatan media sosial dan platform online untuk meningkatkan pemasaran digitalnya. Permasalahan utama adalah kurangnya pemanfaatan media digital secara optimal, serta tidak adanya strategi konten yang konsisten dan terarah. Kegiatan pendampingan dilakukan pada tanggal 27 April 2025 - 9 Juni 2025. Media sosial yang dikembangkan antara lain melalui Instagram dan TikTok. UMKM Grobbak Korea juga...
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Peningkatan Kompetensi Menulis Bagi Mahasiswa Politeknik Yakpermas Banyumas Melalui Pelatihan Penulisan Artikel Ilmiah
Inayah, Mazidah Noer
; Budiarti, Suci Indah
; Widyayanti, Oksita Asri
; Nurcahyanti, Khusnul Khotimah Arum
; Rahmansyah, Ilham
; Alifah, Assha Luthfianie
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Menulis artikel ilmiah seringkali menjadi tantangan tersendiri bagi mahasiswa. Beberapa kesulitan yang dihadapi mahasiswa dalam menulis diantaranya membuat parafrase kalimat, menyajikan dan menjelaskan data hasil penelitian, terbatasnya referensi, hingga rendahnya motivasi dalam menulis. Oleh karena itu, diperlukan kegiatan pelatihan penulisan artikel ilmiah bagi mahasiswa dengan tujuan memberikan pengetahuan dan pemahaman (edukasi) serta melatih keterampilan menulis artikel ilmiah dengan baik...
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Hotels and Tourism : Case Study of Kingston Hotel in Chow Kit, Malaysia
An International Journal Tourism and Community Review
Vol 2
, No 3
(2025)
This study aims to analyze the effect of service quality on customer satisfaction in the retail sector. The background of this study stems from the importance of service quality in improving customer satisfaction, which ultimately influences loyalty and purchasing decisions. In an increasingly competitive retail environment, customer satisfaction plays a pivotal role in shaping consumer behavior. The method used in this study is a survey with a quantitative approach, where data is collected thro...
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Diversifikasi Olahan Bandeng Tanpa Limbah menjadi Nuget dan Stik untuk Meningkatkan Nilai Ekonomis Bandeng
Dyah Ilminingtyas Wahyu Handayani
; Diah Kartikawati
; Sri Suprapti
; Shaivaila Nashika
; Abdillah Rizqi Firmansyah
; Natasha Meisya Putri
; Nur Dwi Wahyu Wibowo
; Sulis Diyah Tia Wati
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Program pengabdian masyarakat dengan tema Diversifikasi Olahan Bandeng Tanpa Limbah menjadi Nuget dan Stik untuk Meningkatkan Nilai Ekonomis Bandeng telah dilakukan di Kelompok Tani Tunas Harapan Kelurahan Mangkang Wetan Kota Semarang bulan Juli 2025 - Agustus 2025. Program ini bertujuan meningkatkan nilai ekonomis bandeng yang merupakan komoditas utama tambak Masyarakat Mangkang Wetan. Permasalahan utama yang dihadapi meliputi rendahnya diversifikasi produk dan tingginya limbah produksi. Limba...
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PENINGKATAN PENGETAHUAN IBU DAN KADER DALAM RANGKA PENURUNAN ANGKA STUNTING MEWUJUDKAN INDONESIA SEHAT DI PADUKUHAN PONGGOK
Mustofa, Moh Makfi
; Syalim, Aizan
; Ardiansyah, Evan
; Khoiriyah, Niswatun
; Salsabila, Nayla Rahma
; Annisa, Nanda
; Febriyani
; Rohmah, Fatimatur
; Susilawati, Sepfitri Eka
; Saputri, Sindy
; Nurinda, Eva
Empowerment Journal
Vol 5
, No 2
(2025)
In the modern era, stunting is still one of the issues that need attention in the health sector in Indonesia. The stunting rate in Indonesia from 2022 to 2023 is still at the same figure, which is around 21%. From SKI data, it is also known that the prevalence of stunting in the DIY region increased from 2022, namely 16.4% to 18% in 2023. In the process of child growth and development, mothers have a fairly important role. The aim of this activity is to increase public awareness, especially preg...
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