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Menampilkan 1–10 dari 48 artikel
Performance Analysis of Ensemble Learning Models in Heart Failure Prediction: Random Forest, AdaBoost, and XGBoost
Beny, Beny
; Dinamika Bangsa University
; Yani, Herti
; Satya Wacana Christian University
; Yupu, Gangga Ramadhan Putra
; Dinamika Bangsa University
Telematika
Vol 19
, No 1
(2026)
Heart failure remains a major global health challenge, and early prediction is essential for improving patient outcomes. This study evaluates three ensemble learning methods, namely Random Forest, AdaBoost, and XGBoost, using the Heart Failure Prediction dataset containing 918 patient records from Kaggle. A quantitative experimental design was applied, including preprocessing with KNN imputation, model development, and evaluation using 10-Fold Cross Validation. Performance was assessed through a...
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PELATIHAN PENGGUNAAN MICROSOFT WORD PADA SISWA/SISWI DI MIS AL-ISLAMIAH BATU PUTIH, DESA ALILA TIMUR KABUPATEN ALOR, PROVINSI NTT
Lengmani, Isah E
; Ailabui, Maria
; Laaduka, Mikae
; Nenu, Muhammad A.
; Gegung, Kornelius
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The rapid development of information technology requires elementary school students to possess basic computer and word-processing skills. Microsoft Office Word is widely used in educational and administrative activities; however, initial observations revealed that many students at MIS Al-Islamiah Batu Putih lacked basic knowledge of this application. This community service activity aimed to improve students’ digital literacy and skills in using Microsoft Office Word 2016 through a structured tra...
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Comparative Analysis of Support Vector Machine and IndoBERT Algorithms in Stance Detection on Political Issues in Social Media X: A Case Study of BPI Danantara
Taniputra, Dhammananda
; Universitas Dinamika Bangsa
; Beny, Beny
; Universitas Dinamika Bangsa
; Lucia, Lidwina Demai
; Universitas Dinamika Bangsa
; Velysha, Rachel
; Universitas Dinamika Bangsa
Telematika
Vol 18
, No 2
(2026)
Stance detection is an NLP task aimed at identifying and classifying a writer’s attitude toward a topic as supportive, opposing, or neutral based on text analysis, providing deeper insights into public opinion and supporting data-driven decision-making. This study focuses on Indonesian society’s stance toward the National Investment Management Agency (BPI Danantara), which has received positive responses for its economic potential as well as negative reactions due to concerns over governance and...
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Penerapan Elliptic Curve Digital Signature Algorithm (ECDSA) dalam Blockchain untuk Sistem Pembayaran Digital Indonesia
Dinamik
Vol 31
, No 1
(2026)
This research examines the application of the Elliptic Curve Digital Signature Algorithm (ECDSA) in a blockchain system as a security solution for digital payment systems in Indonesia. Using a descriptive-qualitative approach based on literature review and conceptual simulations using Python, this study discusses the working principles of ECDSA, its advantages over other digital signature algorithms, and the challenges of its adoption in Indonesia. The results show that ECDSA provides high crypt...
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Integrating Fully Homomorphic Encryption and Zero-Knowledge Proofs for Efficient Verifiable Computation
Journal of Computing Theories and Applications
Vol 3
, No 3
(2025)
Fully Homomorphic Encryption (FHE) enables computation on encrypted data with end-to-end confidentiality; however, its practical adoption remains limited by substantial computational costs, including long encryption and decryption times, high memory consumption, and operational latency. Zero-Knowledge Proofs (ZKPs) complement FHE by enabling correctness verification without revealing sensitive information, although they do not support encrypted computation independently. This study integrates bo...
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1 Sitasi
Perlunya Representasi Gender dalam Pendidikan Agama Buddha Jenjang SMP: Analisis Konten Buku Ajar
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 4
(2025)
This study aims to examine in depth how gender equality values are integrated into Buddhist Religious Education (PAB) at the junior high school level, based on the Merdeka Curriculum. Through a content analysis approach to character representation, women's roles, language, visual illustrations, access to Dhamma education, gender equality values, role models of female characters, students' critical reflections, and narrative-visual consistency, this study identifies significant gaps in gender rep...
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Optimalisasi Agroindustri Durian dalam Meningkatkan Daya Saing UMKM Karangrau Banyumas
Ernawati, Lia
; Triwibowo, Rony Nur
; Kumala Swandari, Mika Tri
; Sudarmaji, Arief
; Saparso, Saparso
; Priswanto, Priswanto
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Desa Karangrau di Kecamatan Banyumas memiliki lahan subur yang sebagian besar ditanami durian hasil persilangan lokal dan Musangking. Pertanian, terutama budidaya durian, menjadi mata pencaharian utama warga. Para petani tergabung dalam Gapoktan Sumber Makmur dan KWT Setia Tani yang berperan dalam pengelolaan hasil panen. Namun, terdapat beberapa kendala seperti keterbatasan pengetahuan teknik budidaya modern, perawatan tradisional tanpa dukungan teknologi, serta sistem irigasi yang belum optima...
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Pengaruh Proses Manajemen Pengetahuan Terhadap Kinerja Organisasi Di Rumah Tahanan Kelas 1 Surakarta
Jurnal Ilmiah Serat Acitya
Vol 14
, No 2
(2025)
Rumah Tahanan Negara Kelas I Surakarta, sebagai Unit Pelaksana Teknis dalam sistem pemasyarakatan, menghadapi tantangan dalam menjaga efektivitas dan efisiensi pelayanan. Kinerja organisasi yang tidak stabil dan distribusi pengetahuan yang belum merata menunjukkan perlunya strategi untuk meningkatkan kualitas sumber daya manusia. Penelitian ini bertujuan untuk menguji pengaruh proses manajemen pengetahuan terhadap kinerja organisasi. Dengan menggunakan pendekatan kuantitatif dan metode survei, d...
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An Analysis of Politeness Strategies in English Textbook Dialogues on Faith and Morality
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
Faith and morality have been parts of Indonesian society. The values of Pancasila as the national ideology are sufficient to proof that this nation’s relationship with faith and morality has been inseparable. This study aims to analyze one of the dimensions of the Pancasila Student Profile, “faith, devotion to God Almighty, and noble character,” through the application of politeness strategies in textbook dialogues. The method of this study is qualitative content analysis. The data collection te...
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Sosialisasi Kesehatan Tentang Bahaya Hipertensi dan Pendekatan Terapi dengan Bahan Alam di Kelurahan Kandri
Rita Dwi Ratnani
; Achmad Quraisy Aljufri
; Tarrisa Istiqomah
; Ati Wasiatul Fikri
; Egi Dia Sapitri
; Anggita Kurniawati Wardani
; Mayfika Yusrina Miftahurrizqi
; Mika Andriani Fernanda
; Rizkya Ananda Ayu
; Vicky Putra Novadiansyah
; Ardi Tio Ageng Nugroho
; Azzahra Nurulalifa
; Sri Mulyo Bondan Respati
Palawa: Jurnal Pengabdian Kepada Masyarakat
Vol 4
, No 1
(2025)
Hipertensi adalah suatu kondisi dimana terjadi peningkatan tekanan darah secara kronis (dalam jangka waktu yang lama) yang dapat menyebabkan rasa sakit pada seseorang dan bahkan dapat menyebabkan kematian. Hipertensi merupakan masalah kesehatan masyarakat yang cukup besar di dunia, termasuk di Indonesia. Berdasarkan profil kesehatan kota Semarang (2023), jumlah penderita hipertensi usia ≥ 15 tahun di Kecamatan Gunungpati mencapai 9.231 kasus pada laki-laki dan 9.427 kasus pada perempuan. Oleh ka...
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