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Deteksi Dini Pencurian Data pada Perangkat Seluler Menggunakan Machine Learning
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The increasing use of mobile devices has increased the risk of data theft, posing significant security challenges for individuals and organizations. This study proposes an early detection system for data theft on mobile devices using machine learning algorithms. The system is designed to identify suspicious patterns in application usage, network access, and CPU/memory activity, providing early warnings to prevent potential data loss. By employing algorithms such as Random Forest, Support Vector...
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KNN-Based Handwritten Digit Classification with Accuracy Analysis and Visualization
Maulana, Muhammad Rizky
; Maulana, Muhammad Rizky
; Nugroho, Adiv Prasetyo
; Adinata, Ferdyan Candra
; Haidar, Nova Briyan
; Setiawan, Arif
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The rapid advancement of information technology has had a significant impact in various fields, particularly in pattern recognition and image processing. One of the ongoing challenges is accurately recognizing handwritten digits, which plays a crucial role in document digitization, automated form reading, and other intelligent systems. This study aims to implement and evaluate the K-Nearest Neighbors (KNN) algorithm, a simple yet effective classification technique, in recognizing handwritten dig...
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Perancangan Aplikasi Open Recruitment pada Rumah Sakit Islam Ar-Rasyid Palembang
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
Proses rekrutmen tenaga kesehatan di Rumah Sakit Islam Ar-Rasyid Palembang masih dilakukan secara manual, menyebabkan inefisiensi dalam manajemen data pelamar, penjadwalan wawancara, dan komunikasi. Penelitian ini merancang aplikasi open recruitment berbasis web dengan mengintegrasikan algoritma round-robin untuk penjadwalan otomatis dan modul CV parsing berbasis natural language processing (NLP). Metode pengembangan menggunakan Software Development Life Cycle (SDLC) model Waterfall dengan tahap...
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An Empirical Analysis of Injection Attack Vectors and Mitigation Strategies in Redis NoSQL Database
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
The contemporary landscape of data management, marked by an unprecedented scale and velocity of data, has spurred the widespread adoption of NoSQL databases, prioritizing scalability and performance over traditional relational constraints. While offering significant flexibility, this paradigm shift introduces complex cybersecurity challenges, notably query injection vulnerabilities, which are consistently ranked among the top web application security risks. Redis, a leading in-memory key-value s...
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PROPER AND CORRECT HANDS WASHING AND TOOTH BRUSHING EDUCATION FOR ELEMENTARY, JUNIOR, AND VOCATIONAL SCHOOL STUDENTS AT SD WONOSARI 2 SEMARANG
Kuspranoto, Abdul Haris
; Hadi, Syaikhul
; Mugiyanto
; Walida Zakiyani, Khilya
; Zahrotul Himmah, Nila Ulya
Jurnal Pengabdian Multidisiplin dan Pemberdayaan Masyarakat: Abdikes Trada
Vol 2
, No 1
(2025)
A clean and healthy lifestyle is vital in maintaining health, especially for school-age children. For example, washing hands regularly with soap can help prevent the spread of germs and diseases. Likewise, brushing your teeth properly at least twice daily can reduce the risk of dental and oral health problems such as cavities or gingivitis. The community service activities carried out aim to provide understanding and skills to students at elementary and secondary education levels in terms of was...
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Design and Construction of Infusion Channel Monitoring Device with Data Logger Spreadsheet and Telegram Notification: Rancang Bangun Alat Monitoring Channel Infus dengan Data Logger Spreadsheet dan Notifikasi Telegram
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
Infusion channel monitoring is the process of observing and measuring the flow of infusion fluids entering a patient's body. This is crucial to ensure the patient receives the correct dose of medication and to prevent overdosing or underdosing. This research aims to design and develop an infusion channel monitoring tool with a data logger spreadsheet and Telegram notifications. The tool uses an HX711 sensor and an ESP32 microcontroller to measure the weight of the infusion fluid, then sends the...
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Electric Exercise Bike untuk Terapi Struk Ringan
Journal of Health Technology and Public Health
Vol 2
, No 2
(2025)
Rheumatoid arthritis (RA) is an autoimmune disease that causes chronic inflammation in the joints, causing pain, swelling, and limited movement. Heat therapy is one of the effective methods to relieve RA symptoms because it can improve blood circulation, relax muscles, and reduce joint stiffness. This study designed and analyzed an Arduino IDE-based rheumatic therapy device with two main features: a waist heater using a DC Heater and a back electrostimulator through the L298N module. The device...
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Rancang Bangun Tensimeter Digital Berbasis Internet of Things
Journal of Health Technology and Public Health
Vol 2
, No 2
(2025)
Blood pressure is a crucial factor in the circulatory system of the human body. It refers to the amount of force exerted by the blood on the inner walls of the arteries when it is pumped throughout the circulatory system. Blood pressure can be measured using a device known as a digital sphygmomanometer, which determines systolic pressure, diastolic pressure, and beats per minute (BPM) of the human heart. As technology evolves, the digital sphygmomanometer has been enhanced with features such as...
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PENERAPAN METODE FLAME HARDENING TANPA PROSES TEMPA UNTUK PEMBUATAN PISAU DARI PELAT BAJA SK5
Teknika
Vol 10
, No 1
(2025)
Pandai besi biasanya membuat pisau besar dari baja pegas bekas yang ditempa panas. Namun, proses penempaan membutuhkan lebih banyak energi dan peralatan. Selain itu, baja pegas bekas memiliki retakan mikro, deformasi, kelelahan, dan korosi. Tujuan dari penelitian ini adalah untuk mengevaluasi struktur mikro dan kekerasan pisau yang tidak ditempa. Pisau dibuat dari pelat baja karbon kondisi baru (bukan baja bekas) dengan ketebalan 3 mm. Pelat baja dibentuk menggunakan gerinda tangan. Flame harden...
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Adaptive Cyber Defense using Advanced Deep Reinforcement Learning Algorithms: A Real-Time Comparative Analysis
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Cybersecurity is continuously challenged by increasingly sophisticated and dynamic cyber-attacks, necessitating advanced adaptive defense mechanisms. Deep Reinforcement Learning (DRL) has emerged as a promising approach, offering significant advantages over traditional intrusion detection methods through real-time adaptability and self-learning capabilities. This paper presents an advanced adaptive cybersecurity framework utilizing five prominent DRL algorithms: Deep Q-Network (DQN), Proximal Po...
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