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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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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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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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Peran Media Sosial Sebagai Ekosistem Mikro dalam Mendukung Platform E-Learning Berbasis Komunitas: Kajian Literatur Sistematis
Abigail Virginia Christianti
; Christianti , Abigail Virginia
; Salsabila, Allysha Khansa
; Savara, Intan ditya Putri
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The integration of social media into digital education has transformed how communities engage in collaborative learning. While social media platforms were initially designed for communication, they have evolved into micro-ecosystems that support community-based e-learning. This study conducts a Systematic Literature Review (SLR) to examine the role of social media as a micro-ecosystem in enhancing collaborative learning environments. Using the PRISMA protocol, 450 articles were initially identif...
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EKSPLORASI KECURANGAN KEUANGAN PT. ASABRI (PERSERO) MELALUI PENDEKATAN CASH FLOW SHENANIGANS
Jurnal Manajemen Sosial Ekonomi
Vol 4
, No 2
(2025)
The phenomenon of fraud in financial reports has become a global issue that affects market integrity and investor confidence. This study aims to identify fraudulent practices in PT Asabri (Persero)'s cash flow reports with a focus on cash flow shenanigans techniques. The research method uses forensic analysis and investigative audits of Asabri's financial reports from 2012 to 2017. The research results show indications of cash flow manipulation through the cash flow shenanigans no. 1, 2, and 3....
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Seblak Mama Saleh: Cheap Price with Guaranteed Taste in Bandung City
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
Seblak as one of the food typical of Bandung City which is very easy For found in every place , one of which is in the area Succeed This has become food favorite Lots circles , starting from child small to adults . Seblak Mama Saleh offers guaranteed taste However still cheap so that interesting interest Lots buyers . Analysis is done with observation direct located at Seblak Mama Saleh. The purpose of article This is For know Why Lots interested buyers For come buy seblak at Seblak Mama Saleh...
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PELATIHAN DESAIN PEMBELAJARAN MENGGUNAKAN ARTIFICIAL INTELLIGENCE UNTUK PEMBELAJARAN EFEKTIF DAN INTERAKTIF DI MI MUHAMMADIYAH TAMBAKSARI BLORA
Abdi Masya
Vol 6
, No 1
(2025)
Perkembangan teknologi digital telah membawa perubahan signifikan dalam dunia pendidikan, terutama dalam desain dan penyampaian materi pembelajaran. Madrasah Ibtidaiyah (MI) Muhammadiyah Tambaksari kabupaten Blora, sebagai lembaga pendidikan dasar berbasis agama, menghadapi tantangan dalam pemanfaatan teknologi kecerdasan buatan (Artificial Intelligence/AI) dalam kegiatan belajar mengajar akibat keterbatasan pemahaman dan keterampilan guru. melalui program pengabdian kepada masyarakat, pelatihan...
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Dampak ESG terhadap Model Underwriting Asuransi Umum: Tinjauan Literatur atas Perubahan Regulasi dan Praktik Industri
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
This article discusses the impact of Environmental, Social, and Governance (ESG) integration on the general insurance underwriting model. This study used a Narrative Literature Review (NLR) to review relevant literature. The NLR review was conducted on scientific publications, industry reports, regulatory documents related to ESG, and general insurance underwriting from 2019 to 2025. The reviewed literature shows that adopting ESG factors in the underwriting process changes risk assessment and c...
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STRATEGI BADAN PENDAPATAN DAERAH(BAPENDA) DALAM MENINGKATKAN PENDAPATAN ASLI DAERAH (PAD) MELALUI PEMBAYARAN PAJAK HOTEL DI KABUPATEN SIKKA
DHARMA EKONOMI
Vol 32
, No 1
(2025)
The Sikka Regency Regional Revenue Agency (Bapenda) has a strategic role in managing Regional Original Income (PAD), which includes various types of regional taxes, one of which is hotel tax. Hotel tax makes a significant contribution to increasing PAD, but there are various challenges in collecting it, such as erratic income fluctuations and inaccuracies in tax reporting by taxpayers. This research aims to analyze the strategies implemented by the Sikka Regency Bapenda in increasing hotel tax p...
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