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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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E-Commerce Training to Enhance Product Competitiveness for MSMEs in Kaliyoso Village, Kangkung District
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in the national economy. However, many MSME entrepreneurs in Kaliyoso Village, Kangkung District, face challenges in digital marketing. The lack of e-commerce utilization has become a major obstacle in enhancing product competitiveness. This community service program aims to improve the understanding and skills of MSME entrepreneurs in leveraging e-commerce platforms.
The methods used in this program include socialization, training...
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Le Minerale di Pasar Kompetitif: Pengaruh Kualitas dan Harga terhadap Keputusan Pembelian
Azzahra, Alviyattu
; Bayu Prih Hananto, Anang
; Nur Rachmadina, Annisa
; Aura Puteri, Athaya
; Faiz Khailullah Ishaq, Mohammad
; Kurniawan, Rendi
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 2
(2025)
Studi ini menyelidiki bagaimana kualitas produk dan harga memengaruhi keputusan mahasiswa untuk membeli air mineral Le Minerale. Penelitian didasarkan pada meningkatnya kesadaran dan kepedulian masyarakat terhadap kesehatan; mereka mencari solusi untuk memenuhi kebutuhan air minum harian mereka dengan mempertimbangkan harga dan kualitas produk. Studi ini menggunakan metode kuantitatif; survei dilakukan terhadap 103 siswa yang dipilih secara purposive. Hasil analisis regresi menunjukkan bahwa kua...
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Edukasi Risiko Baby Wrist Pada Ibu Balita di Posyandu Karangjati, Malang
Almardyah, Agashi Al'Ainaa
; Oliviyan, Diva Amanda
; Fitria, Cindy Dwi
; Dhiyanisa, Nabila Randy
; Humaira, Najah Fadiya
; Dwiyaniti, Reni
; Prastowo, Bayu
; Istiyanisngsih, Sucik
; Trianasari, Linda
Abdi Geomedisains
Vol 6
, No 1
(2025)
Baby Wrist is a common condition that occurs in mothers around 8 months postpartum. It is a tenosivitis known as De Quervain Syndrome or injury to the dorsal compartment of the first wrist. The incidence of baby wrist is 6 times more common in women than men due to the use of the dominant hand during middle age. Early detection and prevention can restore movement function, physical limitations, and discomfort due to injury. This service aims to reduce the risk of baby wrist in mothers of toddler...
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TikTok Social Media Platform in Influencing Political Participation in Novice Voters at Christian Private High School 2 Medan: Platform Media Sosial TikTok dalam Mempengaruhi Partisipasi Politik pada Pemilih Pemula di SMA Swasta Nasrani 2 Medan
fatimahazzahra
; Hizkia Roland Prwyra Sitorus
; Jacklyn Alona Br. Bangun
; Triya Anggraini
; Bayu Ardian Syahputra
; Desriani Ronay Fiona Purba
CIVICS EDUCATION AND SOCIAL SCIENCES JOURNAL
Vol 7
, No 1
(2025)
Technological developments are growing very rapidly, especially in social media information technology. Social media users are also very busy, especially the Tiktok application. This social media has been widely used by generation Z and also political parties. Several political parties use the Tiktok application to conduct political campaigns. This research was carried out to see the influence of the Tiktok application on the political participation of beginner voters. This type of research is q...
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Struktur dan Karakteristik Filler Togog Mbilung Programa 4 RRI Semarang: Kajian Sosiolinguistik
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 7
, No 1
(2025)
Filler Togog Mbilung adalah pengisi acara berbentuk dialog antara tokoh wayang Jawa, Togog dan Mbilung, yang disiarkan dalam bahasa Jawa di Programa 4 RRI Semarang setiap hari pada siaran berbahasa Jawa. Filler ini bertujuan menyampaikan pesan moral secara persuasif kepada pendengar dan masyarakat melalui komunikasi antar tokohnya. Penelitian ini bertujuan untuk (1) mengidentifikasi dan menganalisis struktur filler Togog Mbilung, serta (2) menganalisis karakteristiknya. Pendekatan yang digunakan...
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Diskon ke Checkout: Pengaruh Promo dan Live Streaming Shopee Terhadap Keputusan Pembelian Produk Fashion
Ulayya, Jihan
; Bayangkara, Agasta Veda
; Ramawati, Diah Bintang
; Lintang, Queendira
; Damayanti, Citra
; Isnaini, Mufidah
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
The purpose of this study was to see how promotions and live streaming features impact the decision of Shopee users to purchase fashion products in the 2022 intake. This quantitative study involved 54 respondents from a population of 117 students selected through a simple random sampling method. Primary data were collected through online questionnaires and analyzed using multiple regression using SPSS. Validity, reliability, classical assumptions, and hypothesis tests were also conducted. The st...
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Optimalisasi Kinerja Layanan Publik dalam Meningkatkan Kualitas Pelayanan: Studi pada Pelayanan Via Online (Plavon) Dinas Kependudukan dan Pencatatan Sipil Kabupaten Sidoarjo
Bayu Purnomo
; Auditya Desvananda Putra Purwanto
; Intan Nuraini Rianto
; Intan Nuraini Rianto
; Magda Faradiba Maulidia Agung
Public Service And Governance Journal
Vol 6
, No 2
(2025)
This research was used to analyze the performance of public services, especially on the Plavon platform that’s provided by employees at the Sidoarjo Regency of Population and Civil Registration Service. The theory that researchers use takes from Robbins in (Aziz, 2022) which contains five indicators of Work Quality, Quantity, Timeliness, Effectiveness, and Independence. The type of researchers used for this research is descriptive qualitative methods with sources and types pf research data divid...
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Implementasi Peraturan Daerah Nomor 1 Tahun 2024 Tentang Pelestarian dan Pengelolaan Cagar Budaya di Kota Surabaya
Public Service And Governance Journal
Vol 6
, No 2
(2025)
Surabaya known as the City of Heroes, has various historical buildings scattered in strategic areas, one of which is in Kota Lama Surabaya. The existence of these buildings has been designated as cultural heritage that must be preserved in order to maintain the historical value and identity of the city. However, the implementation of preservation still encounters various obstacles, especially in technical and administrative aspects, as well as the lack of public understanding of the importance o...
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Rancang Bangun Alat Terapi Nyeri Lutut Berbasis Arduino
Journal of Health Technology and Public Health
Vol 2
, No 2
(2025)
The knee is the largest joint in the human body. Like other joints, the knee consists of several structures, such as muscle cartilage, ligaments, tendons, and nerves. Almost all leg movements depend on the knee joint. Therefore, the Knee Brace or Health Knee Brace is a tool designed to provide stability support and reduce knee pain. The purpose of this study was to design and build an Arduino-based knee pain therapy tool and to test the safety and effectiveness of the tool in reducing knee pain....
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