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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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Analisis Kesiapan Rekam Medis Elektronik di Puskesmas Tempunak Kabupaten Sintang Tahun 2024
Jurnal Manajemen Informasi dan Administrasi Kesehatan
Vol 8
, No 1
(2025)
Penggunaan rekam medis elektronik (RME) memiliki peran penting dalam meningkatkan kualitas sistem pelayanan kesehatan. Namun, implementasi RME di puskesmas menghadapi berbagai tantangan. Penelitian ini bertujuan untuk menganalisis kesiapan rekam medis elektronik di puskemas Tempunak Kabupaten Sintang Tahun 2024. Metode penelitian yang digunakan dalam penelitian ini adalah kuantitatif dengan pendekatan cross sectional. Pada penelitian ini menggunakan teknik kuesioner. Populasi penelitian berjumla...
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Comparison of Naive Bayes and Support Vector Machine (SVM) Methods in Female Daily Skincare Sentiment Analysis: Perbandingan Metode Naive Bayes dan Support Vector Machine (SVM) dalam Analisis Sentimen Skincare Female Daily
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 2
(2025)
The development of the beauty industry in Indonesia has increased significantly, along with the high participation of consumers in providing online reviews, especially through the Female Daily platform. These reviews contain opinions that can be analyzed to determine consumer sentiment towards a product. This study seeks to perform sentiment analysis on beauty product reviews by applying two text classification techniques: Support Vector Machine (SVM) and Naive Bayes. The research stages include...
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Perlindungan Hukum Pemilik Hak Atas Tanah Yang Belum Bersertifikat Dalam Sengketa Kepemilikan Tanah Wakaf
Jurnal Akta Notaris
Vol 4
, No 1
(2025)
ah yang belum bersertifikat memiliki kerentanan tinggi terhadap sengketa, termasuk sengketa wakaf, karena tidak adanya bukti kepemilikan yang kuat secara hukum. Dalam penelitian ini yang menjadi perumusan masalah terkait sengketa tersebut yaitu, bagaimana perlindungan hukum pemilik hak atas tanah yang belum bersertifikat dalam sengketa kepemilikan wakaf, apa dasar pertimbangan hukum oleh hakim terhadap sengketa tanah wakaf dalam Putusan No. 456 K/AG/2007, bagaimana akibat hukum pemilik hak atas...
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THE INFLUENCE OF EMOTIONAL INTELLIGENCE ON PROSOCIAL BEHAVIOR AMONG SENIOR HIGH SCHOOL STUDENTS: THE MODERATING ROLE OF GENDER
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 6
, No 1
(2025)
Prosocial behavior refers to voluntary actions intended to help others without expecting rewards, and it is considered an essential component in the development of adolescents' social character. This study aims to examine the influence of emotional intelligence on prosocial behavior among senior high school students in Semarang City, while also analyzing the moderating role of gender in this relationship. Employing a quantitative approach, this research involved 200 students selected through pur...
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ARTIFICIAL INTELLIGENCE AND AUDIT QUALITY: AN EMPIRICAL LITERATURE REVIEW FROM SCOPUS DATABASE
Fokus Ekonomi : Jurnal Ilmiah Ekonomi
Vol 20
, No 1
(2025)
This study aims to explore the development and influence of Artificial Intelligence (AI) on audit quality through a comprehensive empirical literature review. Utilizing a qualitative research approach, the study systematically analyzes 325 peer-reviewed articles published in Scopus-indexed journals between 2010 and 2025. The selection was based on the keyword “Artificial Intelligence on Audit Quality” and focused exclusively on finalized, English-language scientific journal articles. The finding...
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Effect Providing Brain Gym On Improving Cognitive Function In Elderly: Meta-Analysis
FISIO MU: Physiotherapy Evidences
Vol 6
, No 2
(2025)
Introduction: Cognitive decline with aging impacts quality of life, making it crucial to explore effective interventions. Brain Gym, a program involving simple physical exercises, is proposed to enhance cognitive function, but evidence is mixed. This study aims to conduct a meta-analysis to evaluate the overall effectiveness of Brain Gym in improving cognitive function in the elderly and to identify factors that may influence its effectiveness. Methods: A meta-analysis of RCTs evaluating Brain...
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Effectiveness of Non-Invasive Physiotherapy in Optimising Mucus Drainage and Sinus Ventilation in Sinusitis: A Literature Review
-, Luh Putu Surya Sintia Dewi
; Anak Agung Istri Trisia Anggunningrat
; Duri Ray Rikardus Rengga
; Ni Nyoman Ryanti Wijayani
FISIO MU: Physiotherapy Evidences
Vol 6
, No 2
(2025)
Introduction: Sinusitis is an inflammatory condition of the paranasal sinuses that can cause pain, pressure, and swelling. From the many symptoms that can arise due to sinusitis, physiotherapy can reduce dependence on pharmacological interventions and minimise long-term side effects. The purpose of this study was to determine the effectiveness of non-invasive physiotherapy in optimising mucus drainage and sinus ventilation in sinusitis patients. Methods: conducted was a literature review. The au...
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Pemberdayaan Perempuan Melalui Penguatan Ketahanan Pangan: Peran Kelompok Wanita Tani (KWT) dan Penggiat PKK dalam Pengembangan Komoditas Hortikultura Berbasis Urban Farming di Desa Cemani, Grogol, Sukoharjo
Pradana, Anditya Gilang Rizky
; Pranata, Muhammad Fariz Yoga
; Wijayanti, Bela Tri
; Nurhidayati, Febry
; Adillah, Aulia
; Suprihatin, Dewi Nawang
; Suryadi, Didik
; Hantari, Dimar
; Seto, Rehino Yanu
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
Cemani Village, Grogol District, Sukoharjo, has great potential to be developed as an agrotourism destination, thanks to its fertile land and strong community support. However, the development of the agricultural sector, particularly orchard, remains limited. This community service program aims to empower women through the Farmers Women’s Group (KWT) and PKK, with focus on food security through urban farming. Activities include extension of superior seed planting, training in horticultural culti...
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PENINGKATAN PENGELOLAAN POSYANDU, PENGETAHUAN DAN KETRAMPILAN KADER DALAM PENANGANAN DIABETES MELLITUS
Noviyanti, Retno Dewi
; Wijayanti
; Dodik Luthfianto
; Agung Setya Wardana
; Safira Faza Azhari
; Puji Sri Lestari
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 9
, No 1
(2025)
The number of elderly people nationally and internationally tends to increase every year, one of the non-communicable diseases that elderly people often experience is diabetes mellitus (DM). Even though DM is a chronic disease that does not cause death directly, it can have fatal consequences if it is not managed properly. Management of DM requires multidisciplinary treatment which includes non-drug therapy and drug therapy. One of the non-drug therapies is rice bran varieties Situbagendit and I...
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