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Menampilkan 1–10 dari 54 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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Perbandingan Metode Maut, Smart dan Waspas dalam Sistem Pendukung Keputusan menentukan Karyawan Terbaik pada Sisilia Boutique
Dinamik
Vol 31
, No 1
(2026)
This study compares the effectiveness of MAUT (Multi-Attribute Utility Theory), SMART (Simple Multi-Attribute Rating Technique), and WASPAS (Weighted Aggregated Sum Product Assessment) methods in a decision support system for determining the best employees at Sisilia Boutique. The quality of human resources is crucial in the retail business, but performance evaluation is often influenced by subjectivity. To address this, a multi-criteria-based decision support system is needed. MAUT translates p...
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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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STUDI KOMUNIKASI INTERPERSONAL DAN MANAJEMEN DIRI MAHASISWA PART TIME UTM DALAM MENERAPKAN WORK LIFE BALANCE
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 11
, No 2
(2025)
This study aims to understand how interpersonal communication strategies and self-management are carried out by Trunojoyo Madura University (UTM) students who work part-time in achieving work-life balance. This research is important considering that students are in the transition phase towards adulthood, where academic, social, and economic demands are increasingly complex. This research approach was qualitative with a case study type. The theory used was Abraham Maslow’s hierarchy of needs theo...
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Analisis dan Prediksi Tingkat Kemiskinan di Sumatera Utara menggunakan Model LSTM berbasis Google Earth Engine
Dinamik
Vol 30
, No 2
(2025)
This study analyzes the prediction of poverty levels in North Sumatra Province by applying the Long Short-Term Memory (LSTM) method based on time series integrated with Google Earth Engine (GEE). Historical poverty data of districts/cities were obtained from the Central Statistics Agency (BPS) and processed using Python in Google Colab for LSTM model training. The prediction results are visualized spatially in the form of thematic maps through GEE to identify areas with high poverty rates. The e...
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Implementasi Konsep Hak Khiyar Dalam Transaksi Jual Beli Modern
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
Penelitian ini membahas Implementasi Konsep Hak Khiyar dalam transaksi jual beli modern, dengan fokus pada transaksi istishna, Cash on Delivery (COD), dan sistem jual beli online melalui e-commerce. Metode penelitian yang digunakan adalah kualitatif dengan pendekatan deskriptif. Hasil penelitian menunjukkan bahwa penerapan Hak Khiyar dilakukan dengan cermat dan sesuai dengan prinsip-prinsip syariah Islam. Konsumen merespons positif terhadap Implementasi Hak Khiyar karena memberikan rasa kepercay...
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Strategi Manajemen Risiko dalam Menghadapi Tantangan Ketidakpastian di Pasar Global
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
This article discusses risk management strategies in the face of global market uncertainty triggered by the process of globalization and economic interconnection. Through a literature review, it highlights the importance of a proactive, flexible and collaborative approach that integrates various aspects such as politics, economics, technology and human resources. The use of modern technologies such as artificial intelligence (AI) and big data analysis is key in accelerating risk detection and ap...
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IMPLEMENTASI PROGRAM “CERIA” DALAM MENINGKATKAN PELAYANAN KELURAHAN LOA IPUH
Jurnal Manajemen Sosial Ekonomi
Vol 4
, No 2
(2025)
Penelitian ini bertujuan untuk menganalisis implementasi Program Cepat Efektif Ramah Inovatif dan Akuntabel (CERIA) dalam meningkatkan pelayanan di Desa Loa Ipuh Darat Kecamatan Tenggarong Kabupaten Kutai Kartanegara. Metode penelitian yang digunakan adalah metode deskriptif dengan pendekatan kualitatif. Pengumpulan data dilakukan melalui wawancara, observasi dan dokumentasi.
Hasil penelitian menunjukkan bahwa implementasi Program CERIA berhasil meningkatkan kualitas pelayanan di Desa Loa Ipuh D...
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PKM PENGUATAN PROFIL PELAJAR PANCASILA DENGAN MEDIA ECOPRINT BERBASIS TEKNIK POUNDING
Sirait, Syahriani
; Putri Lidiana Permata Sari
; Anim, Anim
; Wati, Herni Wati Julianingsih
; Amelia Putri
; Silvia, Siska Silvia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
In the Pancasila Student Profile, creativity is defined as a student's ability to modify and create something that is original, meaningful, useful and has a positive impact. In developing student creativity, PKM was held to strengthen the profile of Pancasila students using ecoprint media based on the pounding technique. Dyeing using the ecoprint method based on the pounding technique is an environmentally friendly method, which uses natural ingredients to create patterns on the fabric. Ecoprint...
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Analisis Penerapan Balanced Scorecard Pada Kinerja Karyawan Bank BRI Unit Sokaraja Tengah
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 1
(2025)
This study aims to explore the implementation of the Balanced Scorecard (BSC) through the digital system "MyCore" in measuring and improving employee performance at Bank BRI Unit Sokaraja Tengah. Using a descriptive qualitative approach, data were collected through semi-structured interviews with key informants, observations of work practices, and analysis of internal documents (performance reports, SOPs). Data analysis was carried out through data reduction, data presentation, and drawing concl...
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