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Sistem Prediksi Prestasi Akademik Mahasiswa Program Studi Pendidikan Agama Islam Menggunakan C4.5
Dinamik
Vol 31
, No 1
(2026)
Current advances in information technology have encouraged universities to utilize student academic data as a basis for decision-making, one of which is predicting academic achievement. This study aims to apply the C4.5 algorithm to develop a system for predicting student academic success in the Islamic Religious Education Study Program. This method was chosen because it produces a decision tree model that is easy to understand and has a high level of accuracy. The data used comes from student a...
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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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Implementasi Metasploit Framewrok dan Nmap untuk Deteksi Awal Serangan pada Kemanan Web
Dinamik
Vol 31
, No 1
(2026)
Web security is an important aspect in maintaining data integrity and confidentiality in the digital age, where cyber threats are increasingly complex and difficult to detect. This research was conducted because there are still many web systems that are vulnerable to attacks due to weak early detection of security gaps. For this reason, this study implements a combination of Nmap and Metasploit Framework as the main tools in proactively detecting and testing system vulnerabilities. The research...
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Kedisiplinan Penggunaan APD dan Efektivitas SMK3 Dalam Pencegahan Kecelakaan Akibat Kerja : Literatur Review
Jurnal Kesehatan Masyarakat Indonesia
Vol 20
, No 4
(2026)
Latar belakang : Keselamatan dan Kesehatan Kerja (K3) merupakan disiplin ilmu yang mengkaji prioritas tempat kerja di berbagai industri, pertambangan, pabrik, rumah sakit, dan fasilitas kesehatan lainnya. Menurut ILO, penyakit akibat kerja memengaruhi 160 orang, dan setidaknya satu orang meninggal setiap 15 detik akibat kecelakaan kerja. Indonesia terus mengalami tingkat kematian akibat kecelakaan kerja yang tinggi setiap tahunnya. Tujuan dari penelitian ini adalah untuk mengetahui seberapa baik...
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The Relationship Between Sitting Duration and the Incidence of Low Back Pain Among Bus Drivers
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Background: The job of a bus driver requires sitting for long periods in a static position within a confined workspace. This condition poses a risk of musculoskeletal disorders, especially low back pain (LBP), which is caused by high biomechanical stress on the spine. LBP is one of the most common complaints among informal sector workers such as drivers, who often neglect occupational safety and health factors. This can occur due to prolonged sitting without breaks and non-ergonomic sitting posi...
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Developing Mathematical Language Literacy Skills Through the Use of Indonesian in Learning Real Analysis Courses
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
The study's objectives are to: 1) ascertain the extent to which the teaching module aids in learning through the use of Indonesian in the Real Analysis course, and 2) ascertain the features of mathematical language literacy skills following participation in learning through the use of Indonesian in the Real Analysis course. This study used an experimental approach using Posttest-Only Control Design and True Experimental Designs research. Researchers administered an essay test consisting of up to...
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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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Edukasi Literasi Baca Bagi Pendidikan Anak Usia Dini
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Reading literacy in early childhood is an important foundation for children's cognitive, language, and social development in subsequent educational stages. Literacy in early childhood can begin through letter recognition, fostering interest in printed materials, enriching vocabulary, and developing oral communication skills. At this stage, the initial skill that needs to be developed is the introduction of written language through reading activities tailored to the child's developmental characte...
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Strengthening Village Governance through a Workshop on Politically-Informed Participatory Development Planning
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Participatory village development planning is often treated as a technical-administrative routine. In practice, however, planning is inseparable from political dynamics that shape who participates, whose interests prevail, and how scarce resources are allocated. This community empowerment program (PKM) in Kedung Udi Village, Trawas District, Mojokerto Regency, East Java, aimed to strengthen village governance by enhancing the capacity of village officials and community representatives to design...
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Pengabdian Masyarakat Pendidikan Kesehatan Tentang Penyakit Diabetes Melitus dalam Upaya Pencegahan Diabetes Melitus pada Masyarakat di Desa Rejomulyo Lampung Selatan
Afifah Cahya Natasyari
; Intan Heni Susiyanto
; Erika Agusti Harsya
; Pera Sari
; Salsabila Salsabila
; Dahlia Dahlia
; Novita Irani
; Sarah Istiqoma
; Megawati Megawati
; Ferlyana Dewi
; Rahman Alahtiar
; Novi Puspitasari
; Ayu Dwi Prihatini
; Ria Gustina
; Arif Rizki Alfarisi
; Erni Yunitasari
; Siti Rahmawati
; Ria Listiyani
; Muhamad Rizky Alkahfi
; Mintarsih Mintarsih
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Diabetes mellitus is a metabolic disorder characterized by chronic hyperglycemia which can lead to serious complications if not properly managed. This community service activity aimed to increase public knowledge regarding diabetes mellitus and its prevention among residents of Rejomulyo Village, Jati Agung District, South Lampung. The method used was health education through lectures supported by leaflets and blood glucose screening, followed by evaluation using pre-test and post-test. A total...
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