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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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Pengaruh Risiko Likuiditas, Risiko Kredit, Risiko Operasional, Pertumbuhan Aset, dan Margin Bunga Bersih terhadap Kinerja Keuangan
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 1
(2025)
The study was conducted as an analysis of the impact of liquidity risk, credit risk, operational risk, asset growth, and net interest margin on financial performance. This study consists of five independent variables consisting of liquidity risk with a proxy for the Loan to Deposit Ratio, credit risk proxied by NonPerforming Loan, operational risk proxied by Operating Expenses to Operating Income, Asset Growth proxied by the Asset Growth Ratio, Net Interest Margin as a measure of net interest ma...
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Edukasi Aktifitas Fisik dan Latihan Terprogram untuk Mengurangi Penyakit Tidak Menular di Wilayah Rural Karanganyar
Pristianto, Arif
; Samiyem, Samiyem
; Rahman, Farid
; Susilo, Taufik Eko
; Naufal, Adnan Faris
; Fatmarizka, Tiara
Abdi Geomedisains
Vol 6
, No 1
(2025)
Non-communicable diseases (NCDs) such as hypertension, diabetes mellitus, and heart disease are increasingly found in rural areas, including Karanganyar, which are experiencing a shift in lifestyle due to industrialization. Low public awareness of the importance of physical activity is one contributing factor. This community service aims to improve public knowledge and behavior through education and programmed physical exercise in the form of gymnastics and healthy walking. The implementation me...
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GAMBARAN SIKAP IBU MENYUSUI DENGAN ANAK USIA 0 – 2 TAHUN
Nursing Science Journal
Vol 6
, No 1
(2025)
Abstract
Although breast milk has many benefits, the coverage of exclusive breastfeeding is still not optimal, with various factors influencing mothers' decisions to breastfeed. This study aims to analyze the relationship between maternal demographic factors (education, marital status, number of children, occupation, and living with an extended family) with breastfeeding attitudes. The method used is quantitative with a cross-sectional design. The number of respondents was 122 mothers wit...
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Upaya Preventif Diabetes Tipe 2 Melalui Edukasi Dan Skrining Gula Darah Puasa Pada Populasi Usia Produktif Di Kelurahan Grogol
Charissa, Olivia
; Santoso, Alexander Halim
; Gunaidi, Farell Christian
; Putra, Feri Yanto
; Felicia, Ivana
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 2
(2025)
Type 2 diabetes mellitus is a chronic metabolic disease that is increasingly found in the productive age population and can have a major impact on quality of life, especially due to risk complications such as heart disease, nerve disorders, retinopathy, and kidney damage. Early symptoms are often not recognized because they are considered minor complaints, such as fatigue or frequent urination, so many cases are not diagnosed in the early stages. The Community Service Program (PKM) implemented i...
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Profil Enzim Hati (SGOT/SGPT) Sebagai Indikator Kesehatan Hepatik Pada Populasi Geriatri di Panti Werdha Hana
Hawari, Irawaty
; Santoso, Alexander Halim
; Gunaidi, Farell Christian
; Dewanto, Paulus Gegana Thery
; Rafif, Akhtar Nawfal
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 2
(2025)
Liver dysfunction is a common health issue among the elderly and can significantly impact quality of life, particularly due to its progressive nature and frequently asymptomatic presentation in the early stages. Many older adults are unaware of liver problems, as mild symptoms such as fatigue, abdominal discomfort, or reduced appetite are often perceived as normal signs of aging. The Community Service Program (PKM) conducted at Panti Werdha Hana aimed to raise awareness among the elderly regardi...
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Pengembangan Media Pembelajaran Pop Up Book Materi Kearifan Lokal Budaya Nusantara
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
This research aims to develop a pop-up book-based learning media to introduce local wisdom of Indonesian culture to the younger generation. Local wisdom, as an inheritance of knowledge and values from our ancestors, is a national identity that is increasingly poorly understood by the current generation. Therefore, an interesting, creative, and interactive learning media innovation is needed. Pop-up books were chosen because of their ability to present material visually, lively, and allow student...
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Optimalisasi Tren Investasi Generasi Z Pada Amgpm Ranting Sion Dalam Era Digital: Strategi Literasi Keuangan Untuk Meningkatkan Kesejahteraan Masyarakat: OPTIMALISASI TREN INVESTASI GENERASI Z PADA AMGPM RANTING SION DALAM ERA DIGITAL: STRATEGI LITERASI KEUANGAN UNTUK MENINGKATKAN KESEJAHTERAAN MASYARAKAT
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
This program was designed to improve the financial literacy of Generation Z, with a specific focus on members of the Maluku Protestant Church Youth Movement (AMGPM) in Poka Village. Initial assessments indicated that most participants had limited financial knowledge, with fewer than 30% understanding basic investment concepts. The initiative employed socialization and simulation methods to educate participants on investment principles, introduce regulated investment applications approved by OJK...
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Peningkatan Kesadaran Masyarakat Akan Pentingnya Skrining Hemoglobin dan Hematokrit Sejak Dini pada Populasi Dewasa di Gereja Asisi Jakarta
Julia Herdiman
; Alexander Halim Santoso
; Farell Christian Gunaidi
; Jonathan Andersan
; Anthon Eka Prayoga Khoto
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
Anemia is a medical condition characterized by a decrease in the number of red blood cells (erythrocytes) or hemoglobin (Hb) levels in the blood which results in impaired oxygen transport to body tissues. Mild anemia is more common and is asymptomatic and does not require treatment. Anemia can have a negative impact on endurance, productivity, and is high risk during pregnancy because it can affect fetal growth and development, increase the risk of pregnancy and childbirth complications, and eve...
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STUDI IMPELEMENTASI MANAJEMEN PEMBERITAAN HARIAN BHIRAWA SURABAYA
Solidaritas
Vol 9
, No 1
(2025)
Berita berasal dari realitas sosial yang terjadi dan menjadi suatu kebutuhan informasi yang tidak lepas dar kehidupan manusia, apalagi pada zaman sekarang membuat kebutuhan akan informasi sebagai faktor utama dalam mengetahui segala sesuatu yang sedang terjadi, terutama yang berhubungan dengan sesuatu yang dekat dengannya. pembuatan berita berisikan gagasan 5W + 1 H (What, Where, When, Who, Why, How). Sama seperti halnya dengan Harian Bhirawa Suravaya merupakan kantor berita yang bergerak di bid...
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