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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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Evaluation of Management Requests and Service Quality Incidents of the Wifi Network Using COBIT 2019
Dinamik
Vol 31
, No 1
(2026)
This study compares two service management models to evaluate the governance of the Wi-Fi network in Dusun Gita Nagari Baru. The main objective is to measure user satisfaction and service quality following the implementation of the COBIT 2019 framework, particularly the DSS02 domain (Manage Service Requests and Incidents). The research employed a mixed methods approach, using historical-comparative document analysis and Likert scale questionnaires distributed to 21 active users. The data were an...
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Implementasi Metode Vikor dalam Pengambilan Keputusan Supplier Terbaik pada Parfume Corner
Dinamik
Vol 31
, No 1
(2026)
Selecting the right supplier is a critical aspect of supply chain management, especially in a retail business like Parfume Corner, which relies on product quality, availability, and on-time delivery. This study aims to implement the VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje) method as a multi-criteria decision-making approach to determine the best perfume supplier. The VIKOR method was chosen because of its ability to handle conflicts between criteria and produce optimal compro...
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Penerapan Algoritma Naïve Bayes untuk Prediksi Minat Siswa Melanjutkan Studi ke Perguruan Tinggi
Dinamik
Vol 31
, No 1
(2026)
This study aims to analyze the factors that influence students' interest in continuing their education to college using a machine learning approach. Data was collected through an online questionnaire completed by 727 students between July 27 and August 22, 2025, covering 23 variables consisting of respondent identity (gender, grade level, major) as well as internal and external factors such as parental support, learning motivation, and preferred type of college. The data preparation stage was ca...
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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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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 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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Peningkatan Partisipasi Wanita Usia Subur dalam Program Keluarga Berencana Melalui Edukasi Metode MKJP di Desa Randusari Kecamatan Pagerbarang Kabupaten Tegal
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Tingkat penggunaan metode kontrasepsi jangka panjang (MKJP) di Indonesia masih rendah, khususnya di daerah pedesaan. Rendahnya pengetahuan, berkembangnya mitos, serta terbatasnya edukasi menyebabkan wanita usia subur (WUS) lebih memilih metode jangka pendek. Kegiatan pengabdian ini bertujuan meningkatkan pengetahuan dan partisipasi WUS terhadap MKJP melalui edukasi berbasis komunitas. Metode pelaksanaan berupa penyuluhan, diskusi kelompok, dan konseling interpersonal dengan melibatkan bidan desa...
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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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