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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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Evaluasi Kinerja Model Long Short-Term Memory dan Gated Recurrent Unit untuk Prediksi Magnitude Gempa Bumi Di Indonesia
Dinamik
Vol 31
, No 1
(2026)
This study aims to evaluate and compare the performance of two neural network architectures under the Recurrent Neural Network (RNN) category, namely Gated Recurrent Unit (GRU) and Long Short-Term Memory (LSTM), in predicting earthquake magnitude in Indonesia. The dataset used consists of daily earthquake magnitude records from 2008 to 2023, preprocessed into time series format and normalized using the MinMax method. The training process was conducted using various combinations of batch size and...
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Analysis of the Effectiveness of the Lampung Provincial Government's Public Communication Through Social Media Using the Logistic Regression Method
Dinamik
Vol 31
, No 1
(2026)
Social media has become a strategic tool for the government to disseminate public information quickly, interactively, and efficiently in the digital era. The Lampung Provincial Government utilizes various social media platforms such as Facebook, Instagram, and TikTok to support public communication activities. This study aims to analyze the effectiveness of public communication by measuring the level of activity of Regional Apparatus Organization (OPD) social media accounts using the logistic re...
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Deteksi Dini Anemia dan Pemberian Edukasi Pentingnya Tablet Fe pada Ibu Hamil sebagai Upaya Pencegahan Stunting
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Anemia pada ibu hamil merupakan salah satu faktor risiko terjadinya stunting yang harus dilakukan intervensi sejak didalam kandungan untuk mencegah BBLR, PBLR dan premature. Pelaksanaan kegiatan pengabdian masyarakat mengenai deteksi dini anemia dengan melakukan pemeriksaan kadar haemoglobin dan pemberian edukasi tentang pentingnya konsumsi tablet Fe dengan media leafleat pada ibu hamil menjadi suatu langkah strategis dalam upaya pencegahan stunting. Luaran yang diharapkan meliputi terlaks...
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Pemberdayaan Masyarakat Melalui Literasi Dunia Digital untuk Meningkatkan Pendapatan Keluarga di Desa Belimbing Kabupaten Ogan Komering Ulu Sumatera Selatan
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
The development of the digital world has brought significant changes to various aspects of people's lives, including the family economy. Digitalization opens up new opportunities for economic activity, particularly through the use of social media, marketplace platforms, and digital financial services. However, many people still lack adequate digital literacy and are therefore unable to optimally utilize this technology to increase family income. This community service activity aims to improve th...
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Gotong Royong Membantu Nelayan Membersihkan dan pengeringan Rumput Laut di Pantai Amal Kec. Tarakan Timur
Nurul Hidayat
; Mengsi Mengsi
; Maria Rosita
; Sulaiman Sulaiman
; Lola Tersya Fitriani
; Juni Satu
; Yustinus Jemi
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
This Community Service activity aims to foster a spirit of mutual cooperation and to assist local fishermen engaged in seaweed businesses in the processing and cleaning of their harvests in the Amal Beach Area, East Tarakan District. Seaweed harvested from the sea needs to undergo a thorough cleaning process to maintain its quality, ensure market readiness, and meet industry standards. The activity was carried out by six implementers who collaborated directly with the local fishermen through mut...
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Analisis Hasil Produksi Teks Berita Kelas XI F2B di SMA Negeri 11 Muaro Jambi
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 4
(2025)
This study aims to provide a comprehensive overview of the ability of class XI F2B students at SMA Negeri 11 Muaro Jambi in producing news texts. The focus of the study includes analysis of text structure, the completeness of the 5W + 1H elements, and the use of linguistic rules in accordance with news text writing standards. The approach used in this study is descriptive qualitative, by analyzing the news texts written by students. Based on the results of the study, students have understood the...
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Legenda ‘Telaga Pitu Sarinembah’ dan Relevansinya dalam Pembelajaran Bahasa Indonesia (Analisis Struktur dan Fungsi)
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 7
, No 2
(2025)
Penelitian ini bertujuan untuk mendeskripsikan struktur, fungsi, dan relevansi legenda “Telaga Pitu Sarinembah” dengan pembelajaran Bahasa Indonesia di SMA Negeri 1 Longkib. Legenda ini tidak hanya menyampaikan bersifat hiburan atau mitis saja, tetapi memiliki fungsi yang mencerminkan sistem nilai masyarakat Karo yang menjunjung tinggi etika dan kearifan lokal dalam kehidupan bermasyarakat. Metode penelitian dilakukan dengan metode kualitatif yang mendeskripsikan struktur, fungsi, dan relevansi...
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Integration of Ecotheology Literacy Games Through Deep Learning to Increase Environmental Awareness for Students in IPAS Learning
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 16
, No 2
(2025)
This study aims to analyze the use of ecotheology literacy games through in-depth learning to increase environmental awareness among students in science subjects at Medani State Elementary School. The method used in this study is qualitative, with a case study design. Data collection was conducted through participatory observation, in-depth interviews, and document analysis. The results of the study show that the use of ecotheology literacy games can increase student involvement, strengthen unde...
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Senam Otak pada Lansia untuk Pencegahan Demensia pada Program Prolanis Puskesmas Adiwerna Kabupaten Tegal
Satria, Ramadhan Putra
; Unayah, Maelia
; Indrastuti, Arriani
; Risnanto, Risnanto
; Atmaja, Arifin Dwi
; Nurzamzami, Nurzamzami
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Demensia merupakan salah satu masalah kesehatan utama pada lansia yang ditandai dengan penurunan fungsi kognitif, memori, dan kemampuan adaptasi dalam aktivitas sehari-hari. Upaya preventif menjadi sangat penting mengingat belum adanya terapi kuratif yang efektif. Senam otak (brain gym) merupakan aktivitas fisik sekaligus kognitif yang terbukti mampu merangsang koordinasi saraf, meningkatkan aliran darah ke otak, dan mengoptimalkan kerja kedua belahan hemisfer. Penelitian ini bertujuan untuk men...
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