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INDONESIA
Indonesian Journal of Computer Science and Engineering
Published by CV. Cendekiawan Muda Sriwijaya
ISSN : 30629497     EISSN : 30629519     DOI : https://doi.org/10.70656/ijcse.v1i02
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering
1. Artificial Intelligence and computer application 2. Data science, statistics and analytics 3. Information system 4. Geospatial and image processing 5. Computer networking and security 6. Engineering 7. Electrical and instrument aplication 8. Quantum and physic modelling 9. Education technology and implementation
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 32 Documents
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Segmentation of Problematic Loan Customers Using The K-Means Clustering Algorithm to Support Strategic Decision-Making (Case Study: Bank Mega Finance Bengkulu) Novrian, Willi; Afriani, Annisa; Sari, Julia Purnama; Putra, Yusran Panca
Indonesian Journal of Computer Science and Engineering Vol. 2 No. 02 (2025): IJCSE Volume 02 Number 02, November 2025
Publisher : CV. Cendekiawan Muda Sriwijaya

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Abstract

This study analyzes 5,305 records of non-performing loan customers from Bank Mega Finance Bengkulu using the K-Means Clustering algorithm within the CRISP-DM framework. Based on variables such as tenure, outstanding balance, installment amount, and payment delay duration, the analysis identified three customer risk clusters (high, medium, and low) with a Davies-Bouldin Index (DBI) of 0.201, indicating good clustering quality. The segmentation results can help determine collection priorities, loan restructuring, and risk mitigation strategies, demonstrating the effectiveness of data mining in supporting strategic decision-making in banking risk management.
Design of a Medical Record Management Information System Based on Long-Term Storage for Hospital Efficiency Using V-Model Yuda Syahidin; Rena, Rena Novia Dewi; Sali Setiatin
Indonesian Journal of Computer Science and Engineering Vol. 2 No. 02 (2025): IJCSE Volume 02 Number 02, November 2025
Publisher : CV. Cendekiawan Muda Sriwijaya

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Abstract

This study aims to design an information system for the long-term storage of outpatient medical records in hospitals, focusing on improving data management efficiency, especially in retrieving inactive records. The research method used is descriptive with a qualitative approach. Data collection techniques include interviews, observations, and literature reviews. The software development process adopts the V-Model method, which emphasizes verification and validation at each development stage. The main problem identified in the long-term storage process is the manual classification of active and inactive records, which is done by checking the patient's last visit date one by one. This manual process is considered inefficient, time-consuming, and potentially disruptive to effective medical record management. To address this issue, the study proposes the design of an application that systematically manages inactive medical records in a computerized manner. This system is expected to help hospitals optimize time and resources, as well as support digital-based data storage policies. By implementing this information system, medical record management can become more structured, efficient, and accurate, ultimately enhancing the quality of health information services in hospitals.

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