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Analisa Komparasi dengan Algoritma K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM) untuk Prediksi Penyakit Jantung
Nainggolan, Johannes Kristian
; Sinaga, Ferdinand
; Sitorus, Andriani M.
; Khairia, Anisa
; Wijaya, Bayu Angga
Dinamik
Vol 30
, No 2
(2025)
Tingkat keberhasilan deteksi penyakit jantung sangat bergantung pada akurasi model klasifikasi yang digunakan. Penelitian ini bertujuan membandingkan kinerja dua algoritma klasifikasi, yaitu K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM), dalam mendeteksi penyakit jantung menggunakan dataset berjumlah 1025 sampel dengan dua kelas target, yakni sehat dan penyakit jantung. Proses pra-pemrosesan data meliputi pembersihan dan normalisasi fitur medis seperti usia, tekanan darah, serta kada...
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IMPLEMENTASI METODE CERTAINTY FAKTOR DALAM SISTEM PAKAR UNTUK DIAGNOSA KERUSAKAN LAPTOP
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
Expert systems have been used in various fields. With the aim of helping users solve the problems they face. This study presents the application of the Certainty Factor (CF) method in an expert system designed to diagnose laptop damage based on symptoms experienced by users. This system aims to help technicians and general users identify potential laptop malfunctions with better accuracy. The expert system developed combines a comprehensive knowledge base consisting of various laptop components...
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Pemanfaatan Limbah Botol Plastik untuk Pembuatan Buket Bunga sebagai Peluang Berwirausaha
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Plastic bottle waste is a leftover material that is no longer used from human activities. Flower bouquet has become one of the necessities, especially for teenagers to adults. Comparison of the price of a bouquet of real flowers and artificial flowers is quite expensive, making a bouquet of flowers from plastic bottle waste a new innovation. The purpose of this study was to determine the process of making a flower bouquet, determine product validation, determine the public acceptance of the prod...
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THE IMPACT OF CHINA'S BELT AND ROAD INITIATIVE (BRI) ON VIETNAM'S ECONOMY IN 2017-2018
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
Belt Road Initiative (BRI) or otherwise known as One Belt One Road (OBOR) is one of the policies issued by China. China as the initiator of BRI wants to expand its territory to neighboring countries, one of which is Vietnam. Vietnam as one of the countries in the Southeast Asia region is trying to prove its appreciation for the BRI initiated by China. The purpose of this study is to determine the influence of China's Belt and Road Initiative (BRI) project on Vietnam's economy in 2017-2018. In th...
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Framing Opini Publik di Platfrom X pada Akun @Pandji Pragiwaksono Mengenai Politik Dinasti
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
Platforms like Twitter (X) have evolved beyond personal communication into digital spaces for political discourse, influencing societal perspectives. One influential figure in this context is @Pandji Pragiwaksono, a comedian and social activist known for his vocal stance on political dynasties. This study aims to analyze the framing of public opinion among netizens regarding @Pandji’s views on political dynasties and the reactions they generate in digital discussions.The theoretical framework in...
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Implementasi Manajemen Pengembangan Karier Pegawai Negeri Sipil melalui Promosi Jabatan di Badan Kepegawaian dan Pengembangan Sumber Daya Manusia Kota Medan
Public Service And Governance Journal
Vol 6
, No 1
(2025)
One of the activities of ASN management is career development such as promotion. This study aims to analyze the extent to which the implementation of career development management of Civil Servants (PNS) through promotions at the Medan City Personnel and Human Resources Development Agency. The implementation of civil servant career development management in BKPSDM Medan City has been well implemented but there are still obstacles. The method used in this research is descriptive research with a q...
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Analisis Data dan Visualisasi Pola Ancaman Siber Global (2015 - 2024) menggunakan Exploratory Data Analysis (EDA)
Dinamik
Vol 30
, No 2
(2025)
Penelitian ini menganalisis pola ancaman siber global dengan menggunakan metode Exploratory Data Analysis (EDA) berdasarkan dataset “Global Cybersecurity Threats (2015–2024)” yang disusun oleh Atharva Soundankar dan dipublikasikan di Kaggle. Dataset tersebut mencakup 3.000 insiden keamanan siber dari berbagai negara, dengan atribut seperti negara, tahun, jenis serangan, industri sasaran, kerugian finansial, jumlah pengguna terdampak, sumber serangan, jenis kerentanan, mekanisme pertahanan, dan w...
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Optimizing urban agriculture in empowering HIV/AIDS children in Lentera houses: Optimalisasi pertanian perkotaan dalam pemberdayaan anak-anak HIV/AIDS pada rumah Lentera
Pamungkas, Hanung
; Ardy Prasetya, Hernowo
; Autentika May Putra Pratama, Febian
; Arifah, Siti
; Oktiviani Pradita, Annisa
; Sumarmi
Jurnal Karya Pengabdian Masyarakat
Vol 3
, No 1
(2025)
HIV (Human Immunodeficiency Virus) is a virus that attacks a person's immune system, often called PLWHA (People with HIV AIDS). The public stigma about PLWHA has a negative impact on development, especially PLWHA who are still children, such as those at the Lantern Foundation, especially since the Lantern Foundation is located in the middle of an urban area, meaning they have to survive with the help and assistance of generous people. Urban Farming or Urban Agriculture offers an interesting and...
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Implementasi Metode Linear Congruential Generator (LCG) Dalam Game Puzzle Fosil Berbasis Hand Tracking (Studi Kasus: Museum Purba Unit Bukuran)
Jurnal Ilmiah Sinus
Vol 23
, No 2
(2025)
In the digital era, the use of interactive technology is increasingly widespread, including in the fields of education and entertainment. This study aims to develop a fossil Puzzle Game based on Hand Tracking at the Museum Purba Unit Bukuran using the Linear Congruential Generator (LCG) method to generate varied and random challenges. The implementation of LCG in this Game is expected to enhance the variation and randomization of Puzzle pieces, providing a more engaging and immersive learning ex...
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Pengalaman Pengguna Pada Platform Magang : Pengembangan Dan Evaluasi Melalui Pengujian Berbasis UEQ
Jurnal Ilmiah Sinus
Vol 23
, No 2
(2025)
This study investigates the development and evaluation of the User Experience (UX) of a web-based internship platform aimed at enhancing communication and collaboration between students and campus staff. The platform was developed using a User-Centered Design (UCD) approach, incorporating user feedback at each stage of the design process. Prior to system development, interviews were conducted with both students and campus staff to identify existing challenges. The findings revealed that 80% of s...
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