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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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Empowering MSMEs in the Digital Era: E-Commerce Training and Technology-Based Promotional Design
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
Micro, Small, and Medium Enterprises (MSMEs) are essential for economic growth but often struggle with digital adaptation. This community program enhances MSME competitiveness by providing e-commerce training and technology-driven promotional design. Participants learn to utilize online marketplaces, optimize social media, and create compelling marketing materials. The program employs hands-on workshops, interactive demonstrations, and personalized mentoring. Results show improved skills in mana...
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Perancangan Kampanye Sebagai Pendukung Program Satuan Tugas Pencegahan Dan Penanganan Kekerasan Seksual Di Universitas Ichsan Gorontalo
Risti Puspita Sari Hunowu
; Risti Puspita Sari Hunowu
; Apsari Dj. hasan
; Muhamad Alit Pratama Imran
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 7
, No 1
(2025)
Kekerasan seksual di lingkungan perguruan tinggi merupakan masalah serius yang memerlukan perhatian khusus. Universitas Ichsan Gorontalo melalui program Satuan Tugas Pencegahan dan Penanganan Kekerasan Seksual (Satgas PPKS) berupaya untuk menciptakan lingkungan kampus yang aman dan bebas dari kekerasan seksual. Penelitian ini bertujuan untuk merancang kampanye komunikasi visual yang efektif untuk mendukung program Satgas PPKS. Kampanye dirancang dengan menggunakan pendekatan Design Thinking yan...
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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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Development of A Historical E-Booklet on Indonesian Ancient Kingdoms to Enhance Learning Interest and Outcomes in Fourth-Grade Students
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 16
, No 1
(2025)
This research aimed to develop a historical e-booklet on Indonesian ancient kingdoms as an innovative learning medium to enhance learning interest and outcomes among fourth-grade students. The study employed a Research and Development (R&D) approach using the Four-D (4D) model, involving 23 students as participants. Validation by content and media experts yielded "qualified" and "very qualified" ratings, respectively, indicating that the e-booklet aligns with curriculum standards in content,...
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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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