Prosiding Seminar Nasional Ilmu Sosial dan Teknologi (SNISTEK)
Vol 6 (2024): SNISTEK

Penerapan Data Maining Menggunakan Algoritma C4.5 dalam Penilaian Kelayakan Pemberian Kredit Kepada Mitra Usaha PT Internasional Asia Prima

Azwanti, Nurul (Unknown)



Article Info

Publish Date
18 Sep 2024

Abstract

This research aims to investigate the application of the C4.5 algorithm method in assessing the feasibility of granting credit to business partners by PT Internasional Asia Prima. PT Internasional Asia Prima is a financial industry company with various business partners in need of financial support for their growth. The decision-making process regarding the provision of credit to business partners is a critical aspect of the company's risk management. The C4.5 method is one of the artificial intelligence methods used for decision-making based on rules identified from historical data. This research collects and analyzes historical data on credit approval for business partners by PT Internasional Asia Prima. The C4.5 method is then implemented to generate a predictive model that can assist in assessing the feasibility of future credit approvals. The results of the research indicate that the C4.5 method can significantly contribute to improving the accuracy of assessing the feasibility of granting credit to business partners. With this model, the company can be more effective in identifying potential risks and optimizing their credit portfolio. The implications of this research include enhancements in risk management and the potential for increased company profitability

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Journal Info

Abbrev

prosiding

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance Social Sciences Other

Description

SNISTEK adalah sebuah acara akademik yang prestisius dan berkualitas, yang diadakan setiap tahun dengan tujuan untuk mendukung pertukaran pengetahuan, ide, dan temuan terbaru dalam bidang ilmu sosial dan teknologi. Seminar ini merupakan platform ideal bagi para ilmuwan, peneliti, praktisi, dan ...