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Menampilkan 1–10 dari 51 artikel
Implementation of Machine Learning for Credit Card Fraud Detection using Logistic Regression and Gradient Boosting
Dinamik
Vol 31
, No 1
(2026)
Credit card fraud is a critical issue in digital financial transactions. This study aims to develop and evaluate fraud detection models using Logistic Regression and Gradient Boosting on an imbalanced dataset, where fraudulent transactions constitute only a small portion of the data. To address this imbalance, the Synthetic Minority Over-sampling Technique (SMOTE) was applied during preprocessing. Logistic Regression, used as a baseline model, achieved 95% accuracy, 78.6% precision, 55.9% recall...
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Perilaku Manajemen Risiko Dalam Penggunaan Layanan Pinjaman Online
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Fenomena meningkatnya penggunaan layanan pinjaman online di kalangan mahasiswa menimbulkan kekhawatiran terhadap potensi risiko finansial yang dapat mengganggu kesejahteraan dan performa akademik mereka. Penelitian ini bertujuan untuk mengeksplorasi dan menganalisis perilaku manajemen risiko mahasiswa STIEPARI Semarang dalam penggunaan layanan pinjaman online, mengidentifikasi faktor-faktor yang memengaruhi pembentukan perilaku tersebut, serta memahami implikasinya terhadap kesejahteraan finansi...
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Reconstruction Strategies for Mental Health Services in Post-Conflict Middle Eastern Regions: (A Policy Synthesis)
Helsa Nasution
; M. Agung Rahmadi
; Nazwa Aqela Saragih
; Isnaini Fajarwati
; Riska Wahyuni Hasibuan
; Luthfiah Mawar
; Nurzahara Sihombing
; Annisa Ardianti Br Tarigan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
This study presents a comprehensive analysis of reconstruction strategies for mental health services in post-conflict regions of the Middle East, based on a meta-synthesis of 87 policies and intervention programs issued between 2010 and 2023. The findings indicate that 73.4 percent of initiatives did not meet their intended targets due to infrastructural limitations, resulting in a service dropout rate of 62.8 percent. The implementation of the Stepped Care Model shows a 47.2 percent improvement...
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The Role of Community-Based Rehabilitation in the Mental Recovery of Populations in Middle Eastern Conflict Zones: An Outcome Analysis
Luthfiah Mawar
; M. Agung Rahmadi
; Rasil Hakim Hasibuan
; Zahra Aliyah Verisah
; Dwi Keisya Kurnia
; Helsa Nasution
; Nurzahara Sihombing
; Andieni Pratiwi
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
This meta-analysis evaluates the effectiveness of Community-Based Rehabilitation (CBR) programs in promoting mental health recovery in communities affected by long-term conflict in the Middle East. Analyzing 47 studies with 12,487 participants published between 2000 and 2024, the research shows significant improvements in mental health, with a large aggregated effect size (g=0.83, 95% CI [0.76, 0.90]). Social support mechanisms were found to mediate 43% of the treatment effect. This study also h...
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Penggunaan Metode Drill dalam Mengembangkan Kemandirian Anak Usia 5-6 Tahun di PAUD Dermawan Desa Hasahatan Julu Kab. Padang Lawas
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
This study aims to determine and describe the use of the drill method in developing the independence of children aged 5-6 years in PAUD Dermawan, Hasahatan Julu Village. In obtaining data in the study, the author applies qualitative research through data obtained through observation, interviews, and documentation. The data analysis used is data reduction, data presentation, and drawing conclusions. The results of the study show that: 1.) the independence of children in PAUD Dermawan has generall...
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PENGGUNAAN JASA PERBANKAN SYARIAH SEBAGAI UPAYA MENINGKATKAN SHARIAH FINANCIAL INCLUSION (STUDI PADA MAHASISWA UNIVERSITAS MUHAMMADIYAH MAKASSAR): Studi Pada Mahasiswa Universitas Muhammadiyah Makassar
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 2
(2025)
This study aims to describe how the use of Islamic banking services contributes to enhancing shariah financial inclusion among students of Universitas Muhammadiyah Makassar. The research employed a qualitative descriptive approach involving eight student informants from various faculties selected through purposive sampling. Data were collected through in-depth interviews, non-participant observations, and documentation during May-July 2025. Data analysis followed the stages of reduction, present...
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Sistem Peramalan Jumlah Mahasiswa Menggunakan Metode Time Series ARIMA dan Regresi Linear
Hasibuan, Muhammad Alby Savana
; Indra, Zulfahmi
; Lubis, Fauzan Azima
; Farezi, Nazwar
; Hasibuan, Muhammad Alby Savana
; Indra, Zulfahmi
; Lubis, Fauzan Azima
; Farezi, Nazwar
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
Penelitian ini bertujuan untuk membuat sistem yang bisa memprediksi jumlah mahasiswa menggunakan pendekatan machine learning dengan Python dan antarmuka Streamlit sebagai alat interaktif. Masalah utama yang dibahas adalah kebutuhan lembaga pendidikan tinggi dalam meramalkan jumlah mahasiswa di masa depan agar bisa membantu dalam merencanakan kapasitas dan mengalokasikan sumber daya secara tepat. Solusi yang ditawarkan adalah dengan menggabungkan dua metode prediksi, yaitu Regresi Linear dan ARIM...
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Analisis Faktor-Faktor yang Mempengaruhi Kepercayaan Muzakki terhadap Lembaga Amil Zakat Berdasarkan Prinsip Islamic Good Corporate Governance
DHARMA EKONOMI
Vol 32
, No 2
(2025)
The purpose of this study is to use the Theory of Islamic Good Corporate Governance (IGCG) methodology to determine the elements that affect muzakki's faith in paying zakat through zakat institutions. Based on earlier research and literature, this study examines the relationship between the degree of muzakki trust and Islamic values such amanah (accountability), tabligh (transparency), fatanah (competence), and religiosity. Furthermore, additional elements like reputation, contentment, and servi...
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The Lack Of Digital Literacy On Instagram: A Case Study Of Reactive Behavior Based On Clickbait
Satyawan Tobing
; Albert Zebua
; Njue Steeven Tarigan
; Rahmad Ardiansyah
; Rafi Ryandieka Adinulhaq
; Muhammad Natsir
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
This study analyzes the phenomenon of limited digital literacy on the social media platform Instagram, particularly concerning users’ tendency to respond emotionally to provocative titles (clickbait) without fully reading and comprehending the content. Employing a qualitative case study approach, the research highlights behavioral patterns in which users prioritize quick responses over critical understanding. The findings reveal that the primary factor contributing to this phenomenon is the atte...
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Investigating a SMOTE-Tomek Boosted Stacked Learning Scheme for Phishing Website Detection: A Pilot Study
Ugbotu, Eferhire Valentine
; Emordi, Frances Uchechukwu
; Ugboh, Emeke
; Anazia, Kizito Eluemunor
; Odiakaose, Christopher Chukwufunaya
; Onoma, Paul Avwerosuoghene
; Idama, Rebecca Okeoghene
; Ojugo, Arnold Adimabua
; Geteloma, Victor Ochuko
; Oweimieotu, Amanda Enaodona
; Aghaunor, Tabitha Chukwudi
; Binitie, Amaka Patience
; Odoh, Anne
; Onochie, Chris Chukwudi
; Ezzeh, Peace Oguguo
; Eboka, Andrew Okonji
; Agboi, Joy
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The daily exchange of informatics over the Internet has both eased the widespread proliferation of resources to ease accessibility, availability and interoperability of accompanying devices. In addition, the recent widespread proliferation of smartphones alongside other computing devices has continued to advance features such as miniaturization, portability, data access ease, mobility, and other merits. It has also birthed adversarial attacks targeted at network infrastructures and aimed at expl...
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