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Menampilkan 1–10 dari 14 artikel
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
SOSIALISASI PERANCANGAN PLC MENGGUNAKAN RASPBERRY PICO UNTUK PEMBELAJARAN SISWA SMK
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 5
, No 2
(2025)
This community service program was implemented to introduce alternative learning of programming using Programmable Logic Controller. The problem of vocational high school students is the ability to have hardware independently and continuous learning outside of school hours. This activity includes socialization, theory and direct practice on how to make Raspberry Pico into Mitsubishi FX1N PLC. The methods used include socialization, theory and direct practice starting from configuring Raspberry P...
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Sosialisasi Kesehatan Tentang Bahaya Hipertensi dan Pendekatan Terapi dengan Bahan Alam di Kelurahan Kandri
Rita Dwi Ratnani
; Achmad Quraisy Aljufri
; Tarrisa Istiqomah
; Ati Wasiatul Fikri
; Egi Dia Sapitri
; Anggita Kurniawati Wardani
; Mayfika Yusrina Miftahurrizqi
; Mika Andriani Fernanda
; Rizkya Ananda Ayu
; Vicky Putra Novadiansyah
; Ardi Tio Ageng Nugroho
; Azzahra Nurulalifa
; Sri Mulyo Bondan Respati
Palawa: Jurnal Pengabdian Kepada Masyarakat
Vol 4
, No 1
(2025)
Hipertensi adalah suatu kondisi dimana terjadi peningkatan tekanan darah secara kronis (dalam jangka waktu yang lama) yang dapat menyebabkan rasa sakit pada seseorang dan bahkan dapat menyebabkan kematian. Hipertensi merupakan masalah kesehatan masyarakat yang cukup besar di dunia, termasuk di Indonesia. Berdasarkan profil kesehatan kota Semarang (2023), jumlah penderita hipertensi usia ≥ 15 tahun di Kecamatan Gunungpati mencapai 9.231 kasus pada laki-laki dan 9.427 kasus pada perempuan. Oleh ka...
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Explainable Bayesian Network Recommender for Personalized University Program Selection
Journal of Computing Theories and Applications
Vol 3
, No 1
(2025)
In a context where students face increasingly complex academic choices, this work proposes a recommendation system based on Bayesian networks to guide new baccalaureate holders in their university choices. Using a dataset containing variables such as secondary school section, gender, type of school, percentage obtained, age, and first-year honors, we have constructed a probabilistic model capturing the dependencies between these characteristics and the option chosen. The data is collected at the...
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3 Sitasi
Penggunaan Audio Visual Wordwall dalam Peningkatan Motivasi Belajar Siswa di Sanggar Bimbingan Permai Kulim Malaysia
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
This research has objective to examine the use of audiovisual media, specifically the term platform wall, to motivate students at Permai Guidance Studio, Kulim, Malaysia. The method used was a participatory approach where both teachers and students are actively involved in the learning process. actively in the learning process. The activity started with socialisation on the importance of using audiovisual learning aids, followed by with training for teachers to use WordWall in their classrooms....
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A Comparative Analysis of Supervised Machine Learning Algorithms for IoT Attack Detection and Classification
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The proliferation of Internet of Things (IoT) devices has introduced significant security challenges, necessitating robust attack detection mechanisms. This study presents a comprehensive comparative analysis of ten supervised learning algorithms for IoT attack detection and classification, addressing the critical challenge of balancing detection accuracy with practical deployment constraints. Using the CICIoT2023 dataset, encompassing data from 105 IoT devices and 33 attack types, we evaluate N...
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9 Sitasi
A Comprehensive Approach to Protocols and Security in Internet of Things Technology
Journal of Computing Theories and Applications
Vol 2
, No 3
(2024)
The exponential growth of the Internet of Things (IoT) introduces a multitude of security challenges, as a vast number of connected devices often operate with inadequate protection measures. This vulnerability heightens the risk of cyberattacks, data breaches, and hacking, exposing systems and sensitive information to increased threats. Ensuring security in the IoT ecosystem while considering this rapidly expanding technology's physical limitations and specific requirements is a complex task. Th...
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5 Sitasi
Pengaruh Penggunaan Kinesio Tape Terhadap Derajat Knee Valgus Pada Gerak Cutting Pemain Basket SMA di Kota Malang
Putra, Bagus Rahmansyah Fajeri Dwi
; Irawan, Dimas Sondang
; Rahim, Anita Faradilla
; Darmawan, Aditya Arma
; Prabowo, Nugroho Ageng
FISIO MU: Physiotherapy Evidences
Vol 4
, No 2
(2024)
Latar Belakang: Change of direction (COD) dan cutting dalam olahraga basket dilakukan untuk menghindar, menembus pertahanan lawan dan mencetak skor. Pada basket kombinasi keduanya sering dilakukan sehingga rentan mengalami cedera. Cedera yang sering terjadi yaitu cedera Anterior Cruciate Ligament (ACL). Knee valgus berisiko menyebabkan cedera ACL lebih besar karena menyebabkan beban ACL meningkat. Ketika melakukan cutting derajat knee valgus meningkat kemudian ACL menerima beban berlebih dan men...
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Perbandingan Efektivitas Pemberian Kinesio Tape Lutut Terhadap Knee Valgus pada Gerak Cutting Atlet Basket Tingkat SMA di Kota Malang
Darmawan, Aditya Arma
; Tohiroh, Afifah
; Ditia, Cevin Risky
; Prabowo, Nugroho Ageng
; Irawan, Dimas Sondang
; Rahim, nita Faradilla
FISIO MU: Physiotherapy Evidences
Vol 4
, No 2
(2024)
Latar Belakang: Anterior cruciate ligament (ACL) bertugas sebagai stabilisator persendian lutut, penyebab terbesar cedera ACL disebabkan oleh COD dan cutting manuver karena adanya perubahan kecepatan dan arah yang mendadak saat melakukanya. Selama cutting, wanita menunjukan penurunan sudut fleksi hip, sudut knee valgus lebih besar daripada dengan pria. Hal ini menunjukan bahwa wanita lebih beresiko cedera ACL dibandingkan pria. Kinesio tape memiliki fungsi lain disamping stabilisasi otot dan sen...
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Behavior of Concrete Structures of 5-storey Shopping and Residence Buildings due to Earthquakes using Spectrum Response Analysis
Kusbiantoro, Arief
; Kusumawardani, Rini
; Taveriyanto, Arie
; Agung Hermawan, Indra
; Danuaji Syahdani, Raka
; Jati Priantoro, Wisnu
; Restu Bachtiar, M. Vicky
; Ageng, Sultan
; Rizaldi Fadillah, Akhmad
; Rio Pratama, Anggy
Jurnal Teknik Sipil
Vol 17
, No 1
(2024)
The 5-storey building with 20 meters high and is located in Jakarta, a building that functions as a shop and residence. As a high-rise building, earthquake analysis of the building is required to determine the seismic pattern using the response spectrum method. The spectrum response method is used to determine the structural performance and compare static analysis and dynamic analysis based on SNI 1726-2019. Then the results obtained for each frame use a combination of cases (static + seismic),...
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