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Menampilkan 1–10 dari 83 artikel
A Graph-Augmented Isolation Forest Using Node2Vec and GraphSAGE for Mobile User Behavior Anomaly Detection
Amaka Patience Binitie
; Sunny Innocent Onyemenem
; Nneamaka Christiana Anujeonye
; Arnold Adimabua Ojugo
; Francesca Avwuru Egbokhare
; Tabitha Chukwudi Aghaunor
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a Graph-Augmented Isolation Forest (GAIF), an unsupervised anomaly-detection framework for analyzing mobile user behavior. The proposed framework represents users and behavioral attributes as a user–feature bipartite graph, enabling the capture of relational dependencies that are not explicitly modeled in conventional vector-based approaches. Low-dimensional user representations are learned through Node2Vec and Graph Sample and Aggregate (GraphSAGE), and the resulting embeddi...
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Prediksi Aritmia pada Lansia mengunakan Linear Regression berdasarkan Data Ekg
Dinamik
Vol 31
, No 1
(2026)
This study aims to develop a predictive model using linear regression to identify potential arrhythmias in the elderly based on electrocardiogram (ECG) data. Data were collected through observations at healthcare facilities from elderly patients with indications of arrhythmia, then preprocessed such as cleaning, normalization, feature selection, and outlier checking were carried out. The features used include PR interval, QRS duration, QT interval, and heart rate. The dataset was divided into tr...
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KEMAMPUAN GURU MENYUSUN BAHAN AJAR KELAS X SMA NEGERI 1 WIROSARI KABUPATEN GROBOGAN
JISABDA: Jurnal Ilmiah Sastra dan Bahasa Daerah, serta Pengajarannya
Vol 6
, No 2
(2025)
This study contains the ability of teachers to prepare teaching materials for class X SMA Negeri 1 Wirosari. This study aims to describe how teachers prepare teaching materials according to the curriculum. With the formulation of the problem of how the Javanese language teacher's ability to compile teaching materials for class X SMA Negeri 1 Wirosari. This research uses a qualitative research method because the data is in the form of words, phrases and sentences, the source of the data used is t...
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Prediksi Penyakit Jantung Menggunakan Algoritma Machine Learning Berdasarkan Indikator Kesehatan
Karo-Karo, Julkarnaen
; Syakir, Adryan Raihan
; Raihan, Raihan
; Sumanto, Sumanto
; Budiawan, Imam
; Pakpahan, Roida
; Christian, Ade
; Karo-Karo, Julkarnaen
; Syakir, Adryan Raihan
; Raihan, Raihan
; Sumanto, Sumanto
; Budiawan, Imam
; Pakpahan, Roida
; Christian, Ade
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2025)
Penyakit jantung tetap menjadi penyebab utama kematian di seluruh dunia, sehingga menekankan perlunya deteksi dini dan langkah pencegahan aktif melalui pendekatan yang didasarkan pada analisis data. Penelitian ini bertujuan untuk memprediksi kemungkinan terjadinya penyakit jantung dengan memanfaatkan berbagai metode pembelajaran mesin, yang bergantung pada indikator kesehatan seperti nilai tekanan darah, tingkat kolesterol, indeks massa tubuh, serta pengukuran denyut nadi. Penelitian ini menerap...
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Analisis Dampak Penerapan Pajak UMKM Final terhadap Kepatuhan Wajib Pajak
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 2
(2025)
Micro, Small, and Medium Enterprises (MSMEs) play a vital role in Indonesia’s economic development, particularly in job creation, income distribution, and tax revenue contribution. To support MSMEs and encourage formal tax participation, the government issued Government Regulation (PP) No. 23 of 2018, which reduced the Final Income Tax (PPh Final) rate from 1% to 0.5% of gross turnover. This policy aims to increase tax compliance, reduce administrative burdens, and expand the national tax base....
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Peranan Pemerintah Kelurahan Bitung Barat Satu dalam Mewujudkan Good Government
Edwin Jacobis
; Frangky Robial
; Hendry Rumengan
; Christian Tarandung
; Nolvy Ruata
; Diana Wangania
; Mei Hastuti
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
The village is a government unit that often receives negative opinions from the public. These opinions include the lack of quality human resources, frequent practices of corruption, collusion and nepotism such as extortion, government officials who are often absent from their places and so on. This study is to determine the extent of the commitment of the Bitung Barat Satu village government in creating Good Government in its area and also to determine the impact of Good Government in providing...
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The Influence of Digital Literacy, Motivation, and Self-Efficacy on the Work Readiness of Students
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 3
(2025)
Work readiness is the most important skill that students need to have to face the world of work. Work readiness consists of understanding, motivation, and individual ability to be able to perform work-related tasks efficiently, and must have physical, mental and emotional maturity. The preliminary research results show that many students are still hesitant to enter the workforce for several reasons. This is because they have concerns about how the work environment differs from school life. The...
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Upaya Preventif Diabetes Tipe 2 Melalui Edukasi Dan Skrining Gula Darah Puasa Pada Populasi Usia Produktif Di Kelurahan Grogol
Charissa, Olivia
; Santoso, Alexander Halim
; Gunaidi, Farell Christian
; Putra, Feri Yanto
; Felicia, Ivana
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 2
(2025)
Type 2 diabetes mellitus is a chronic metabolic disease that is increasingly found in the productive age population and can have a major impact on quality of life, especially due to risk complications such as heart disease, nerve disorders, retinopathy, and kidney damage. Early symptoms are often not recognized because they are considered minor complaints, such as fatigue or frequent urination, so many cases are not diagnosed in the early stages. The Community Service Program (PKM) implemented i...
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Profil Enzim Hati (SGOT/SGPT) Sebagai Indikator Kesehatan Hepatik Pada Populasi Geriatri di Panti Werdha Hana
Hawari, Irawaty
; Santoso, Alexander Halim
; Gunaidi, Farell Christian
; Dewanto, Paulus Gegana Thery
; Rafif, Akhtar Nawfal
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 2
(2025)
Liver dysfunction is a common health issue among the elderly and can significantly impact quality of life, particularly due to its progressive nature and frequently asymptomatic presentation in the early stages. Many older adults are unaware of liver problems, as mild symptoms such as fatigue, abdominal discomfort, or reduced appetite are often perceived as normal signs of aging. The Community Service Program (PKM) conducted at Panti Werdha Hana aimed to raise awareness among the elderly regardi...
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Optimalisasi Tren Investasi Generasi Z Pada Amgpm Ranting Sion Dalam Era Digital: Strategi Literasi Keuangan Untuk Meningkatkan Kesejahteraan Masyarakat: OPTIMALISASI TREN INVESTASI GENERASI Z PADA AMGPM RANTING SION DALAM ERA DIGITAL: STRATEGI LITERASI KEUANGAN UNTUK MENINGKATKAN KESEJAHTERAAN MASYARAKAT
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
This program was designed to improve the financial literacy of Generation Z, with a specific focus on members of the Maluku Protestant Church Youth Movement (AMGPM) in Poka Village. Initial assessments indicated that most participants had limited financial knowledge, with fewer than 30% understanding basic investment concepts. The initiative employed socialization and simulation methods to educate participants on investment principles, introduce regulated investment applications approved by OJK...
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