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All Journal OKTAL : Jurnal Ilmu Komputer dan Sains Modem : Jurnal Informatika dan Sains Teknologi
Adinda Sri Wahyuni
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Astronomy Chemistry Computer Science & IT Electrical & Electronics Engineering Social Sciences

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Literature Review: Pendekatan K-Nearest Neighbors untuk Klasifikasi Penyakit Kardiovaskular Adinda Sri Wahyuni; Aditya Firsyananda; Nurdiasih; Raden Achmad Ajru Ramadhan
OKTAL : Jurnal Ilmu Komputer dan Sains Vol 3 No 10 (2024): OKTAL : Jurnal Ilmu Komputer Dan Sains
Publisher : CV. Multi Kreasi Media

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Abstract

This research reviews the literature to analyze the use of the K-Nearest Neighbors (KNN) approach in classifying cardiovascular diseases. Rapid technological advancements significantly impact, including in the machine-based heart disease classification systems. The algorithm frequently used in these studies is KNN, supported by Machine Learning. This research employs the Systematic Literature Review method to summarize and analyze various journals examining the use of KNN in heart disease classification, with these journals found through Google Scholar searches. Based on the literature review results, it was found that the KNN algorithm has great potential to be used as an aid in early diagnosis of heart disease. With a very high accuracy rate, this method offers medical personnel the opportunity to use data-driven guidance in making clinical decisions related to patients' cardiovascular risk. More accurate early diagnosis not only facilitates the determination of necessary intervention steps but also plays a crucial role in preventing the development of more serious disease complications.
Sistem Aplikasi Berbasis Web SMK Solusi Efisien untuk Monitoring Kehadiran Siswa SMK Menggunakan Model Prototype Adinda Sri Wahyuni; All Iqbar Arifin; Nurdiasih Nurdiasih; Wasis Haryono
Modem : Jurnal Informatika dan Sains Teknologi. Vol. 3 No. 3 (2025): Juli : Modem : Jurnal Informatika dan Sains Teknologi
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/modem.v3i3.514

Abstract

The rapid development of information technology demands the creation of innovative and efficient solutions across various fields of life. In this study, a web-based system was developed with the aim of creating a student attendance and income reporting system that can be accessed in real time. The development methodology used in this system is the prototype model, consisting of stages such as requirements analysis, system design, implementation, and testing. The testing results show that the developed system significantly improves accessibility. Therefore, this research is expected to contribute positively to the development of information technology and its application in real-life situations.
Co-Authors Aditya Firsyananda All Iqbar Arifin Haryono, Wasis Nurdiasih Nurdiasih Nurdiasih Raden Achmad Ajru Ramadhan