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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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SISTEM PENDUKUNG KEPUTUSAN PENERIMA DISPENSASI UKT(UANG KULIAH TUNGGAL) DI FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM UNIVERSITAS SEBELAS MARET SURAKARTA DENGAN AHP ( ANALYTICAL HIERARCHY PROCESS)
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
Research Report entitled "Decision Support System for Determining Recipients of UKT Dispensation (Single Tuition Fee) at the Faculty of Mathematics and Natural Sciences UNS with the AHP Method" aims to facilitate the Leaders who will provide UKT relief Dispensation for students who apply for UKT relief Dispensation for applications paid each semester. The many criteria that affect the weight of the score determining the recipient of UKT relief dispensation make it difficult to calculate the amou...
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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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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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Karakteristik Italian Meringue Butter Cream Menggunakan Proporsi Pemanis yang Berbeda
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The objective of this study was to assess the sensory acceptability of Italian Meringue Butter Cream in terms of texture, aroma, color, and taste, using varying proportions of sweeteners. The research was carried out in the Culinary Arts Laboratory of the Ibu Kartini Academy of Social Welfare. An experimental approach was employed, utilizing a Completely Randomized Design (CRD). The study involved three treatments with different ratios of granulated sugar to stevia: F1 (220 g : 20 g), F2 (150 g...
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Inovatif Rangkaian Bunga Tangan untuk Pengantin Barat
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The bridal hand bouquet in Western weddings is an important element symbolizing the sanctity of the marriage. The hand bouquet serves as an accessory that complements the appearance of the bride and portrays her as the queen on her special day. This study aims to explain the innovative process of arranging Hologram Flower Bouquets, Rattan Flower Bouquets, and Coconut Flower Bouquets, as well as to validate the product of the book "Creations of Bouquets for Brides". The methodology used includes...
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Adaptasi Batang Pohon sebagai Sumber Ide Rias Fantasi Berbasis Mixed Media
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The development of fantasy makeup ideas is often used as a channel of expression in the growing field of makeup, as well as taking ideas from various sources that are often known as adaptations. The purpose of this study is to overcome the saturation of society towards conventional makeup and develop an understanding of the adaptation of fantasy makeup with mixed media-based tree theme. The method used in this study is the method of research and Development (Research and Development or R&D)...
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