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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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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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Literature Review: Neuromuscular Taping and Exercise for Diabetes Mellitus
FISIO MU: Physiotherapy Evidences
Vol 7
, No 1
(2026)
Introduction: This literature review study was motivated by global health challenges such as diabetes mellitus (DM), which has become a significant global health issue, particularly in Indonesia, which ranks seventh in the world. Complications from DM, such as diabetic neuropathy, drastically affect patients' quality of life. Non-pharmacological approaches, such as neuromuscular taping therapy (NMT) and physical exercise, can reduce the risk of complications and thus be an effective additional s...
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Developing the Religious Attitudes of MTs Students Through Islamic Value Based Mathematics Learning in Statistics
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
This study aims to: 1) ascertain the extent to which developing religious attitudes in MTs students is influenced by learning mathematics with Islamic values on statistical material supported by e-modules, and 2) ascertain the features of the religious attitudes of MTs students following their involvement in learning mathematics with Islamic values on statistical material supported by e-modules. This study used an experimental methodology. These findings are based on tests that researchers admin...
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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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Students’ Errors in Exponential and Logarithmic Functions: An Error Analysis Using AVAEM Categories
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
This study aims to analyze students' errors in exponential and logarithmic functions using the AVAEM error category framework: ARITH, VAR, AE, EQS, and MATH. A qualitative method with a case study approach was employed. Thirty-four tenth-grade students from a high school in Samarinda City were involved as research subjects. Data were collected through written tests and interviews with representatives from each error category. The identified AVAEM errors included: 1) ARITH—errors in understanding...
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Differentiated Learning in the Independent Curriculum to Enhance Mathematical Connection and Resilience of State Junior High School Students in East Kalimantan Province
Absis: Mathematics Education Journal
Vol 7
, No 2
(2025)
This quasi-experimental study aims to analyze the effectiveness of differentiated learning within the Merdeka Curriculum in enhancing the mathematical connection and resilience of junior high school students in East Kalimantan Province. The research employed a pretest-posttest control group design, involving purposively selected eighth-grade students from several public schools. Data was collected through a mathematical connection test, a resilience questionnaire, and learning process observatio...
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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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