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Menampilkan 1–10 dari 16 artikel
Benchmarking Machine Learning Models for Large-Scale Loan Default Prediction Using Real Data
Journal of Information Technology and Computer Science
Vol 2
, No 1
(2026)
This research benchmarks multiple machine learning (ML) algorithms for large-scale loan default prediction using a real-world dataset of 255,000 borrower records, where default cases represent only ~9–12% of total observations. The study addresses the persistent gap in comparative analyses of ML models that balance predictive accuracy, interpretability, and computational efficiency for credit risk assessment. Six algorithmic families were evaluated Logistic Regression, Random Forest, XGBoost, Li...
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Model Pengelolaan Hipertensi Berbasis Masyarakat : Edukasi, Senam Hipertensi, dan Terapi Jus Mentimun di Lenteng Agung Jakarta Selatan
Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian kepada Masyarakat
Vol 4
, No 1
(2026)
Hypertension is a public health problem that requires educational approaches and nonpharmacological interventions. This community service activity aimed to improve knowledge and support community-based hypertension management through health education, hypertension exercise, and cucumber juice therapy in RT 03 RW 08 Lenteng Agung, South Jakarta. The activity was conducted in three stages. The preparation stage included site selection, door-to-door screening of individuals with hypertension, which...
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Pemanfaatan Instagram sebagai Media Pembinaan Bahasa Indonesia mengenai Penggunaan Preposisi “di”
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
This study aims to analyze the use of Instagram as a medium for language development in the correct use of the preposition "di" according to the guidelines of Ejaan yang Disempurnakan (EYD) edition V. Although the Indonesian language has clear writing rules, inaccuracies in the use of the preposition "di" are still frequently found in both print and digital media. One of the contributing factors is the low level of public understanding of these rules. Therefore, language development through Inst...
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Sintesis Gaya Belajar dan Media Pembelajaran untuk Mengoptimalkan Keterampilan Abad ke-21 dalam Pendidikan Vokasi
Prosiding Seminar Nasional Ilmu Pendidikan
Vol 2
, No 2
(2025)
This study aims to synthesize the relationship between learning styles and instructional media in optimizing 21st-century skills among Diploma Three (D3) vocational students. The research employed a simple literature review method by analyzing 20 national and international journal articles published between 2018 and 2024. The results reveal that the alignment between learning styles (visual, auditory, kinesthetic) and the types of instructional media significantly influences the development of c...
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Analisis Pemanfaatan Media Sosial sebagai Media Penunjang Pembelajaran Agribisnis pada Mahasiswa Universitas Adzkia Padang
Botani : Publikasi Ilmu Tanaman dan Agribisnis
Vol 2
, No 3
(2025)
This study aims to examine the extent to which social media is utilized in agribusiness learning among students at Universitas Adzkia. A quantitative descriptive approach was employed, using a Likert scale-based questionnaire as the research instrument. The collected data were tabulated and classified into score percentages to determine the category of social media utilization. The research was conducted from June to July 2024 using a census method, involving all 38 students enrolled in the Agri...
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Kesesuaian Implementasi Aturan Kesehatan dan Keselamatan Kerja (K3) Jalan pada Pekerjaan Jalan Lingkungan di Kota Palangka Raya
Jurnal Teknik Sipil
Vol 18
, No 1
(2025)
Keselamatan dan Kesehatan Kerja (K3) merupakan kegiatan yang wajib ada dalam pekerjaan konstruksi termasuk pada proyek jalan lingkungan yang dikerjakan oleh pemerintah ataupun pihak swasta dengan sumber anggaran kecil ataupun besar. Hal ini karena setiap pekerjaan konstruksi memiliki potensi risiko kecelakaan yang harus mendapat perhatian serius. Sasaran pada penelitian ini bertujuan untuk mengetahui kesesuaian penerapan perlengkapan K3 yang telah direncanakan dalam dokumen kontrak, khususnya Re...
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Teknik Menghindari Kerusakan Zat Aktif Akibat Paparan Suhu dan Kelembapan
Helen Fitri Novianti
; Dini Auliya Azmi
; Elisabeth Weya
; Siti Jamilah
; Muhamad Reza Pahlevi
; Garnadi Jafar
; Novaliana Devianti Sagita
Jurnal Ilmu Kesehatan Umum, Psikolog, Keperawatan dan Kebidanan
Vol 3
, No 1
(2025)
Deterioration of active ingredients due to exposure to temperature and humidity is a challenge in the development and storage of products containing active ingredients in the pharmaceutical industry. Exposure to high temperatures can accelerate the thermal degradation of active ingredients through mechanisms such as oxidation, decomposition, or Maillard reactions, resulting in decreased efficacy of active ingredients and the generation of undesirable degradation products. Meanwhile, high humidit...
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Implementation of the Policy for the Recognition and Protection of the Indigenous Law Community of Kampung Kuta in Ciamis Regency
Proceedings of International Conference on Social, Politics, Administration, and Communication Sciences
Vol 1
, No 2
(2024)
This study examines the implementation of policies for the recognition and protection of the indigenous law community in Kampung Kuta, Ciamis Regency. A qualitative approach was employed, gathering data through in-depth interviews, observations, and document analysis. Thematic analysis identified key issues, and triangulation ensured validity by cross-referencing multiple data sources. A central finding is the ongoing conflict between customary laws in Kampung Kuta, which support communal land o...
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Factors That Influence Diabetes Disease: Case Study: Pima Indians
Ni Made Deviani Prisilia
; Adelia Yuniarti
; Citra Annisa Rahmania
; Made Ayu Asri Oktarini Putri
; Made Susilawati
International Journal of Applied Mathematics and Computing
Vol 1
, No 4
(2024)
Diabetes is one of the non-communicable diseases that is considered dangerous due to its susceptibility to complications. This disease is caused by high blood sugar levels in a person's body, which makes the blood more alkaline and slows down the metabolic process. In this study, we observed 8 variables that are considered influential in diabetes and will build a regression model that can predict the response variable (y) through Logistic Regression Analysis. Logistic Regression Analysis is a st...
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MENGGAGAS ETIKA BERKOMUNIKASI DIGITAL: PROGRAM SOSIALISASI PADA REMAJA KELAS 7 DI SMP PUTRA BANGSA DEPOK
Nataly, Febriansyah
; Setyadji, Veronika
; Purnamasari, Yuli
; Alfian, Alfian
; Sabrina, Afiyah
; Alifah, Hasna Nismara
; Natalia Zai, Ika Nuraini
; Haikal Fadillah, Muhammad
; Nindita, Nazwa Ayu
; Akbar, Rizki Buli
; Deviani, Syavalia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 8
, No 2
(2024)
Negative effects of social media use may include the emergence of consumerist tendencies and hedonism. Lack of knowledge regarding communication ethics on social media causes a lack of awareness of the importance of policies in social media. Several teachers also said that many Putra Bangsa Middle School students experienced complaints about using social media, such as receiving negative comments and not understanding how to respond to issues or content on social media. The aim of carrying out t...
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