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Menampilkan 1–10 dari 76 artikel
Predictive Analysis of Dengue Outbreak Trends Using RapidMiner-Based Machine Learning Models
Dinamik
Vol 31
, No 1
(2026)
Demam berdarah dengue merupakan tantangan kesehatan masyarakat yang terus berulang di wilayah tropis, termasuk Indonesia. Penelitian ini bertujuan untuk memprediksi jumlah kasus tahunan dengan memanfaatkan lima algoritma pembelajaran mesin, yaitu Regresi Linier, Decision Tree, Random Forest, Support Vector Machine (SVM), dan Neural Network. Data historis tahun 2017–2024 diolah menggunakan teknik windowing deret waktu untuk menghasilkan fitur lag yang sesuai bagi pembelajaran terawasi. Evaluasi k...
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Pemodelan Tren Kasus Hiv dan Klasterisasi Wilayah menggunakan Algoritma K-Means dan Decision Tree - Studi Kasus di Kabupaten Bogor
Dinamik
Vol 31
, No 1
(2026)
Infectious diseases remain a dynamic and evolving public health threat, requiring data-driven approaches for early detection and targeted policy planning. This study aims to model spatio-temporal trends and clustering patterns of HIV transmission in Bogor Regency during the period 2020–2023 by utilizing a combination of unsupervised and supervised machine learning techniques. The dataset was obtained from the Bogor Regency Health Office and includes annual data on the number of HIV cases across...
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Integration of ChaCha20 and LSB Steganography in a Digital Image-Based Information Security System
Dinamik
Vol 31
, No 1
(2026)
Meningkatnya ketergantungan pada sistem komunikasi digital telah memperkuat kebutuhan akan metode yang andal untuk melindungi data sensitif dari akses tidak sah. Studi ini memperkenalkan mekanisme keamanan terintegrasi yang menggabungkan enkripsi ChaCha20 dengan steganografi citra Least Significant Bit (LSB), yang menargetkan perlindungan data berbasis citra digital. ChaCha20, sebuah cipher aliran modern yang dikenal akan kecepatan dan keamanannya, digunakan untuk mengenkripsi pesan teks biasa (...
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Pengaruh Substitusi Puree Kulit Pisang Kepok dan Jenis Lemak terhadap Sifat Organoleptik Kue Pukis
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 4
(2025)
Kue pukis is a traditional wet cake originating from Banyumas Regency, Central Java Province. Pukis have a soft texture and sweet flavor. This study aims to determine: 1) The effect of kepok banana peel puree substitution on the organoleptic properties (color, aroma, taste and texture) of pukis; 2) The effect of fat type on organoleptic properties (color, aroma, taste and texture) of pukis; 3) The interaction effect of kepok banana peel puree substitution and fat type on organoleptic properties...
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Transformasi UMKM di Era Ekonomi Digital: Strategi Inovatif Menuju Kemandirian dan Daya Saing Global
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2025)
This study aims to explore the process of digital transformation and innovative strategies adopted by micro, small, and medium enterprises (MSMEs) in the context of the digital economy. The research focuses on understanding how micro MSME actors adopt digital technology, the challenges they face, and the implications for business independence and competitiveness. A qualitative descriptive approach with a single case study design was employed, focusing on one micro culinary MSME in Medan City. Da...
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The Relationship of Nurse Therapeutic Communication with Anxiety Level in Preoperative Patients at Santa Elisabeth Hospital Medan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Anxiety is an emotional response to uncertainty or threats that cause feelings of anxiety, worry, excessive tension, which are continuous and can interfere with the patient's process of action and healing, therefore it is necessary to have good and correct therapeutic communication, to build a relationship of mutual trust, empathy, support and help the patient in problem solving. This study aims to identify the Relationship between Nurse Therapeutic Communication and Anxiety Level in Preoperativ...
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Perancangan Konten Sosial Media Untuk Meningkatkan Brand awareness Kamala Kopi
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
The coffee industry in Indonesia is growing rapidly and encouraging coffee shops, including MSMEs, to strengthen their branding strategies through digital media. This study aims to design and evaluate Instagram social media content to increase brand awareness of Kamala Kopi, a local coffee shop in Gunungpati, Semarang. The method used is the Multimedia Development Life Cycle (MDLC) with stages of concept, design, material collection, assembly, testing, and distribution. The content produced cons...
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Workload Analysis Medical Record Unit at Roemani Muhammadiyah Hospital Semarang 2025 Using the NASA-TLX Method
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 6
, No 2
(2025)
The Medical Records Unit plays a crucial role in ensuring the completeness and accuracy of patient information in hospitals. A high workload in this unit can impact Performance and service quality. One of the factors that triggers workload is the transition process from a manual system to Electronic Medical Records (EMR), as occurred at Roemani Muhammadiyah Hospital in Semarang City. This study aims to analyze the workload level of Medical Records Unit staff using the NASA-TLX method, which asse...
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Implementasi Model ALBICI untuk Meningkatkan Berpikir Kritis pada Pelajaran Ekonomi Kurikulum Merdeka Berbasis Pendekatan Deep Learning SMA Islam 1 Surakarta
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
Critical thinking skills are crucial in preparing students to face global challenges, particularly in economics, which utilizes the Merdeka curriculum based on a deep learning approach. The purpose of this study was to determine students’ critical thinking skills through the implementation of the ALBICI (Active Learning Based Interactive Conceptual) learning model within the Merdeka curriculum based on a deep learning approach. This study employed a qualitative approach with a case study design,...
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Penerapan Teknik Anyaman dengan Kombinasi Denim Bekas dan Macramé pada Pembuatan Hoodie Jacket
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 2
(2025)
This research aims to examine the application of weaving techniques combined with macrame in making hoodie jackets made from used denim, as an effort to support sustainable fashion. The background of this research is the increase in textile waste, especially used denim, which has not been maximally utilized. The method used is Research and Development (R&D), with the stages of design design, making samples of woven techniques, validation by experts, and making prototypes. The technique appli...
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