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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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Optimasi Sistem Credit Scoring Pembiayaan pada Lembaga Keuangan Mikro dengan Neural Network Integrasi Sample Bootstrapping dan Weighted PCA
Dinamik
Vol 31
, No 1
(2026)
Credit scoring is an important element in decision-making for providing financing, especially for microfinance institutions. Several methods for predicting credit scoring include Decession Tree, Gradient Boosted, Neural Network, K-NN, and Rule Induction. This study aims to improve the accuracy of financing risk prediction by efficiently integrating historical data. The Neural Network (NN) algorithm is a machine learning algorithm consisting of neurons (nodes) connected to each other in several l...
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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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Perbandingan Hasil Aspect-Based Sentiment Analysis pada Ulasan Google Review Restoran Sunda di Bogor Menggunakan Fine-Tuning IndoBERT
Dinamik
Vol 31
, No 1
(2026)
Penelitian ini dilakukan untuk menganalisis dan membandingkan sentimen pelanggan terhadap lima restoran Sunda di Kota Bogor menggunakan metode Aspect-Based Sentiment Analysis (ABSA) berbasis Fine-Tuning IndoBERT. Ulasan pelanggan di platform digital seperti Google Review berpengaruh besar terhadap citra dan keputusan konsumen, sementara jumlah ulasan yang besar sulit dijelaskan secara manual. Data penelitian diperoleh dari 3.232 ulasan Google Review dan diproses menjadi 3.010 data yang dikelompo...
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Description of Physical Fatigue Among Brickmakers in Pangkah Village
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Fatigue is a protective mechanism that the body activates to prevent further damage, and recovery can occur after adequate rest. Occupational fatigue is often characterised by decreased energy in performing daily tasks or activities, which can lead to increased errors and, in more serious cases, accidents. The effects of fatigue can reduce work capacity and endurance, as seen in the sensation of tiredness, slowed reactions, difficulty in decision-making, and decreased motivation. W...
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The Effects Of Engklek And Egrang Batok Games On Dynamic Balance In Children Aged 9–10
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Dynamic balance is a crucial ability in children's motor development, especially at the elementary school age. Traditional games such as engklek (hopscotch), egrang batok kelapa (coconut shell stilts) are believed to provide effective stimuli for enhancing children's balance function. To determine the difference in effects between the traditional games engklek and egrang batok kelapa on improving dynamic balance in children aged 9–10 years. Methods: This study is a quasi-experiment...
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Differences in the Effects of Strengthening on Bosu and Activity-Based Exercises on Hallux Valgus Pain
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: Hallux valgus is a deformity of the first toe characterized by outward bending due to a valgus position at the metatarsophalangeal joint. This deformity can cause pain and interfere with daily activities, especially among working women. To determine the difference in the effects of Strengthening on bosu and Activity-Based Exercises on reducing pain caused by hallux valgus in working women in Bulakrejo Village. Methods: This study used a quasi-experimental two-group with a pre-test...
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Exploration of Ethnomathematics in Roro Ngigel Dance: Representation of Motion and Pattern in Mathematics
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
The purpose of this research is to express the representation of movements and patterns in Roro Ngigel dance in mathematics. The method used in this research is a qualitative method with an ethnographic approach. The instrument in this research is the researcher himself and cannot be represented. The data analysis technique was carried out by determining the geometry domain which was then described. The results obtained in this study are that there is ethnomathematics in the Roro Ngigel dance in...
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Deteksi Kegawatan Paliatif di Desa Balaradin
Widyantoro, Wisnu
; Muryani, Susi
; Budianto, Agus
; Hidayat, Firman
; Khodijah, Khodijah
; Irawan, Deni
; Rakhman, Arif
; Widodo, Yessy Pramita
; Setyaningrum, Ikawati
; Widhiastuti, Ratna
; Wibowo, Nurhakim Yudhi
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Perawatan paliatif adalah suatu bentuk pelayanan yang ditujukan untuk meningkatkan kualitas hidup pasien dan keluarganya dengan penyakit yang mengancam jiwa dengan mencegah dan menghilangkannya melalui deteksi dini, evaluasi berkala dan pengobatan nyeri dan masalah fisik, psikososial lainnya dan rohani. jumlah penduduk lansia menurut Berita Resmi Statistik tahun 2020 di Kabupaten Tegal sebanyak 88.245 jiwa yaitu 5,5% dari 1,59 juta jiwa. Tujuan dalam pengabdian kepada masyarakat ini adalah melak...
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Cegah Kanker Sejak Dini Melalui Pelatihan Pemeriksaan Payudara Sendiri (SADARI) bagi Remaja Putri di SMPN 2 Adiwerna
Dewi, Novi Aprilia Kumala
; Anggraeni, Feny Dwi
; Khodijah, Khodijah
; Widhiastuti, Ratna
; Permatasari, Eka Diana
; Widodo, Yessy Pramita
; Muryani, Susi
; Wibowo, Nurhakim Yudhi
; Rakhman, Arif
; Irawan, Deni
; Widyantoro, Wisnu
; Budianto, Agus
; Hidayat, Firman
; Bakhtiar, Syarifudin
; Pamungkas, Agung Laksana Hendra
; Pangestu, Sinta Dewi
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Kanker payudara merupakan salah satu penyebab utama kematian pada wanita, dan tanda-tandanya bahkan dapat terdeteksi sejak usia remaja. Deteksi dini melalui pemeriksaan payudara sendiri (SADARI) sangat penting untuk menurunkan angka kematian akibat keterlambatan diagnosis. Namun, masih banyak remaja putri yang memiliki pengetahuan dan keterampilan rendah dalam melakukan SADARI karena kurangnya informasi serta pelatihan yang tepat. Kegiatan pengabdian masyarakat ini bertujuan untuk meningkatkan p...
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