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Pendekatan Graph-Based Community Detection dalam Social Network Analysis Jaringan Undang-Undang Republik Indonesia 2014-2024
Wibisono, Setyawan
; Wahyudi, Eko Nur
; Hadikurniawati, Wiwien
; Lestariningsih, Endang
; Cahyono, Taufik Dwi
Dinamik
Vol 30
, No 2
(2025)
This study evaluates the performance of three community detection algorithms—Leiden, Infomap, and Label Propagation—on the legal network of the Republic of Indonesia spanning the period 2014–2024. The network consists of 679 nodes and 2,295 edges, constructed based on citation relationships among regulations. The evaluation employs four network topology metrics: modularity, coverage, conductance, and inter-cluster density. Results show that the Leiden algorithm achieves the highest modularity sc...
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Deteksi Dini Gejala Aritmia pada Penderita Hypertensi menggunakan Algoritma SVM dengan Data Elektrokardiogram
Tambunan, Fiktor Januari
; Tarigan, Perwira
; Hulu, Yakin Rianto
; Halawa, Hendi Jaya
; Prabowo, Agung
Dinamik
Vol 30
, No 2
(2025)
Abstrak
Penelitian ini mengembangkan sistem deteksi aritmia pada lansia menggunakan sinyal elektrokardiogram (EKG) 5-lead dan algoritma Support Vector Machine (SVM). Data EKG yang diperoleh melalui perangkat Smart Holter direkam secara kontinu dan diproses melalui tahapan praproses, meliputi koreksi baseline, filtering dengan metode Butterworth, ekstraksi fitur, normalisasi, serta pelabelan manual oleh dokter spesialis jantung untuk validitas klinis. Model SVM kemudian dilatih dan diuji dengan h...
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Analisis Perbandingan Nextcloud Server dan Google Drive sebagai Layanan Cloud Storage
Dinamik
Vol 30
, No 2
(2025)
Perkembangan teknologi informasi yang pesat telah mendorong adopsi layanan cloud storage sebagai solusi utama dalam penyimpanan dan pengelolaan data digital. Kemudahan akses, skalabilitas, dan efisiensi biaya menjadi alasan utama banyak individu maupun organisasi beralih ke layanan ini. Studi ini bertujuan untuk melakukan analisis perbandingan antara dua layanan cloud storage populer, yaitu Google Drive sebagai layanan komersial berbasis cloud publik, dan Nextcloud Server sebagai solusi open-sou...
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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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Pengembangan Label Desain Kemasan Susu Kefir Guna Peningkatan Brand Awareness Wow Suke
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 1
(2025)
This study aims to measure the effectiveness of packaging label design and promotional media (brochures) in increasing brand awareness of the WOW SUKE kefir milk and ice cream products. The method used is a Brand Lift Study, conducted through surveys with 53 respondents before and after exposure to the promotional materials. The results show a significant increase in brand awareness, from 21.1% before exposure to 49.1% after, indicating a growth of 132.7%. The brand recall rate reached 98.1%, me...
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Perancangan Sistem Informasi Invetaris Barang Berbasis Web Di PT. Paramata Baraya International Mengunakan Metode RAD
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 1
(2025)
This study is dedicated to the design and implementation of a web-based inventory management platform for PT. Paramata Baraya International. replacing the manual Excel system that is ineffective and susceptible to mistakes. The Rapid Application Development (RAD) method is chosen for its quick and iterative approach to software development. The system is built using the Next.js framework and PostgreSQL as the database, with Prisma ORM for database management. Key features include item management...
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INDONESIA'S STRATEGIC ROLE IN MANAGING GLOBAL ENERGY POLITICS
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
Indonesia is playing an increasingly important role in managing global energy politics. As a country with abundant natural energy resources, Indonesia has a significant influence on the global energy market. With its strategic geographical position and large renewable energy potential, Indonesia has the opportunity to play a greater role in global energy sustainability. This study reviews the important role of Indonesia in global energy politics, as well as the challenges and opportunities faced...
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Citra PSSI terkait Pemain Naturalisasi dan Diaspora dalam Tim Nasional Sepak Bola Indonesia
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
This study examines public opinion and the image of PSSI (All Indonesia Football Association) with the presence of naturalized and diaspora players in the Indonesian national team. This study aims to examine the pros and cons of The Jak Mania or Persija Jakarta supporters because the presence of naturalized and diaspora players has caused a lot of debate among supporters, there are positive and negative opinions, many consider the arrival of these naturalized players can help improve the perform...
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FRAMING MEDIA ONLINE LOKAL DALAM MEMBENTUK OPINI MASYARAKAT SURAKARTA TERKAIT ORMAS YANG MENYETUJUI PENAMBANGAN (WIUPK)
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
This research aims to analyze how local online media framing shapes public opinion in Surakarta regarding Nahdlatul Ulama (NU) as an organization supporting mining activities in the special mining business permit areas (WIUPK). The study employs content analysis to identify framing elements in news related to mining permits granted to NU. The findings indicate that media frames the news by emphasizing professionalism, transparency, and inclusivity of government policies, significantly influencin...
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