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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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Pengembangan Sistem Interaksi Robotik berbasis Speech Recognition untuk Layanan Publik di Kampus
Dinamik
Vol 30
, No 2
(2025)
ABSTRACT
Information services on campus are often delayed due to reliance on staff, resulting in long queues and inefficient waiting times. This study aims to design and develop a robotic interaction system based on speech recognition and Natural Language Processing (NLP), equipped with a virtual button as an alternative activation method. The system allows users to interact with the robot using voice, while the virtual button provides an additional option for users who are more comfortable with...
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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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Efektivitas Motion graphic sebagai Media Kampanye Sosial untuk Meningkatkan Kesadaran Literasi Digital generasi muda
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 1
(2025)
The development of digital technology has driven substantial transformation in communication patterns and access to information, especially among the younger generation. However, the relatively low level of digital literacy is still a problem that requires strategic handling. This study aims to examine the effectiveness of using motion graphics a social campaign medium in increasing awareness of digital literacy among the younger generation. research methodology applied uses a quantitative appro...
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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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Biskuit Ampas Kopi (Bis’Kop) sebagai Alternatif Snack dengan Konsep Zero Waste
Grace Marveline Lucky Hantiono
; Inggritia Maestra Citra Dewi
; Cindy Zakia Az-Zahra
; Esteria Priyanti
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Coffee ground have great potential to be used as an additional ingredient in making biscuits. The purpose of this study is to create innovative coffee grounds biscuits that can be a promising business opportunity. This study uses a Research and Development (R&D) research design with a 4D model (Define, Design, Develop, and Disseminate). The results of this study are BIS'KOP (Biskuit Ampas Kopi) products that have a sweet taste, light coffee aroma, crunchy texture, and brown color on the bisc...
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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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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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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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