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Menampilkan 1–10 dari 20 artikel
Benchmarking Machine Learning Models for Large-Scale Loan Default Prediction Using Real Data
Journal of Information Technology and Computer Science
Vol 2
, No 1
(2026)
This research benchmarks multiple machine learning (ML) algorithms for large-scale loan default prediction using a real-world dataset of 255,000 borrower records, where default cases represent only ~9–12% of total observations. The study addresses the persistent gap in comparative analyses of ML models that balance predictive accuracy, interpretability, and computational efficiency for credit risk assessment. Six algorithmic families were evaluated Logistic Regression, Random Forest, XGBoost, Li...
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Modeling and Optimizing Organizational Business Processes through Integrated Information Systems: Evidence from Public and SME Sectors
Information System Analysis, Design and Development
Vol 1
, No 1
(2026)
In the context of both public organizations and Small and Medium Enterprises (SMEs), inefficient business processes remain a significant challenge. Fragmented information systems often hinder the optimization of these processes, leading to slower decision-making, redundant efforts, and increased operational costs. This study aims to analyze and optimize business processes by utilizing integrated information systems (IIS), providing a comparative analysis between the two sectors. The theoretical...
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Implementasi E-Commerce dan QRIS Dalam Peningkatan Pendapatan Pada UMKM Cemilan Sultan di Kota Parepare
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The development of e-commerce as part of digital transformation has changed marketing and business transaction patterns, including in the Micro, Small, and Medium Enterprises (MSMEs) sector. This study aims to analyze the implementation of e-commerce and the Quick Response Code Indonesian Standard (QRIS) payment system in increasing revenue for the Sultan Snacks MSME in Parepare City. This study used a qualitative approach with a case study method. Data collection techniques included in-depth in...
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Peran Keamanan Transaksi Online Terhadap Keputusan Pembelian Melalui Aplikasi Shopee
Asih, Rusmini
; Kamelia, Sara Egyta
; Hafiedz, Febbyana Pedro
; Nabila, Nuri Dian
; Rahmawati, Jennysa
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2025)
This research has a purpose to determine the effect of online transaction security on purchasing decisions through the Shopee application. The respondents consisted of 74 students from the Digital Business Study Program at Universitas Amikom Purwokerto who actively use Shopee. This research employed a quantitative descriptive method with simple linear regression analysis. The results indicate that online transaction security has a positive and significant effect on purchasing decisions, with a r...
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Pemberdayaan Kelompok Wanita Tani Desa Sumber Sari dalam Pembuatan Pupuk Organik Cair Berkadar Nitrogen Tinggi untuk Mengatasi Kelangkaan Pupuk Anorganik
Zainal Abidin
; Roby Roby
; F. Silvi Dwi Mentari
; Yuanita Yuanita
; Nur Hidayat
; Daryono Daryono
; Laode Muh Asdiq Hamsin Ramadan
; Andi Lelanovita Sardianti
; Faradilla Faradilla
; La Mudi
; Riama Rita Manullang
; Rusmini Rusmini
; Haryatie Sarie
; Ramadan Ramadan
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
Community service is an important activity in increasing community capacity and welfare. In an effort to support sustainable agriculture, training on making liquid organic fertilizer (POC) with high nitrogen content aims to provide knowledge and skills to the community to use organic waste as a basic ingredient for fertilizer. Liquid organic fertilizer which has a high nitrogen content plays an important role in increasing soil fertility and plant productivity without damaging the environment. T...
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Pengenalan Pembelajaran Model Product Based Learning pada TK Islam Terpadu Ar-Rajwaa
Roby Roby
; Zainal Abidin
; F. Silvi Dwi Mentari
; Yuanita Yuanita
; Nur Hidayat
; Daryono Daryono
; Faradilla Faradilla
; La Mudi
; Riama Rita Manullang
; Rusmini Rusmini
; Haryatie Sarie
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
This training aims to introduce and apply a product-based learning (PBL) approach in a kindergarten (TK) environment. PBL is a student-centered learning method where children learn through exploration, problem solving and collaboratively in producing a product. In the kindergarten context, PBL focuses on developing children's cognitive, social and motor skills through hands-on learning and writing activities. This training was developed for kindergarten teachers with a theoretical understanding...
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Penerapan Metode K-Means Clustering untuk Pengelompokan Minat Konsumen terhadap Pengguna Jasa Layanan pada Kantor Pos Binjai
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Vol 2
, No 5
(2024)
This research aims to apply the K-Means Clustering method in grouping consumer interests regarding the use of services at the Binjai Post Office. The Post Office is part of a state-owned enterprise in North Sumatra Province with the main task of providing postal and logistics services. Postal services remain one of the most important means of communication, especially for sending packages, letters, and documents. However, with various services and diverse consumer needs, post offices can provide...
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Implementasi Association Rule pada Sistem Rekomendasi Peningkatan Hasil Pertanian Menggunakan Metode Apriori: Studi Kasus: Dinas Pertanian dan Pangan Kab. Langkat
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Vol 2
, No 4
(2024)
The rapid development of technology increases the need for effective and efficient information. Information that is not managed properly loses value, especially when large amounts of data are available, making conventional methods no longer adequate to analyze the potential of the data. Therefore, a system capable of analyzing, summarizing, and extracting data into useful information is required. The Department of Agriculture and Food Security, as an agency that handles food security, agricultur...
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Sistem Pendukung Keputusan Penentuan Kualitas Kayu untuk Kerajinan Mebel menggunakan Metode Electre Studi Kasus PT. Asia Mujur
Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika
Vol 2
, No 5
(2024)
Wood is the main element that determines the quality of a furniture product or other wooden crafts. Furniture was originally a wood carving craft industry, so that the furniture products produced emphasize the artistic aspect (carvings). The lack of knowledge of furniture companies and laypeople in this industry results in difficulties in determining the decision to choose wood to be used as a material for good and quality furniture crafts. Determining the quality of wood for furniture crafts ne...
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Diagnosa Penyakit Tuber Culosis (TBC) menggunakan Metode Case Based Reasoning (CBR) : (Studi Kasus : RSUD Dr.R.M. Djoelham)
Modem : Jurnal Informatika dan Sains Teknologi
Vol 2
, No 4
(2024)
Tuberculosis (TB) is one of the infectious diseases caused by Mycobacterium tuberculosis bacteria infection in the human lungs. Tuberculosis is a disease that can be transmitted from people with TB through coughing, sneezing, talking, laughing or singing. Lack of public knowledge about TB and lack of funds for health checks make many people late to be treated. Expert systems are technologies developed based on programs, in accordance with human methods and mindsets. This aims to help people who...
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