OKTAL : Jurnal Ilmu Komputer dan Sains
Vol 2 No 12 (2023): OKTAL : Jurnal Ilmu Komputer Dan Sains

IMPLEMENTASI DATA MINING DALAM PREDIKSI KINERJA KEUANGAN DAN OPERASIONAL PADA PERUSAHAAN AVIASI MENGGUNAKAN LINEAR REGRESSION

Andika Juwita Nugroho (Universitas Pamulang)
Entis Sutrisna (Universitas Pamulang)



Article Info

Publish Date
05 Dec 2023

Abstract

PT. Angkasa Pura I is a subsidiary of Aviation Tourism Indonesia which is one of the Aviation companies engaged in the design, development, and manufacturing of aircraft in Indonesia in the batam island, central and eastern Java and Bali, Lombok Island, West Timor, Southern and Eastern Kalimantan, Northern and Southern Sulawesi, Ambon Island and Papua. In its management, this company has financial and operational performance to predict financial and operational performance in the future, making it easier for companies to assess financial and operational performance to remain stable. This is useful for minimizing losses. In fact, there are many prediction errors in a manual way influenced, one of which is by human miscalculations. This will of course be fatal to the company. In addition, manual predictions will certainly drain time, mind, and energy resources when the calculated data is large in number. Therefore, based on the problems that occur, researchers will implement data mining to predict financial and operational performance in aviation companies using Simple Linear Regression. The result of this study is a system that can predict financial and operational information as a source to support strengthening in decision making, especially from the company's financial side.

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Journal Info

Abbrev

oktal

Publisher

Subject

Astronomy Chemistry Computer Science & IT Electrical & Electronics Engineering Social Sciences

Description

1. Komputasi Lunak, 2. Sistem Cerdas Terdistribusi, Manajemen Basis Data, dan Pengambilan Informasi, 3. Komputasi evolusioner dan komputasi DNA/seluler/molekuler, 4. Deteksi kesalahan, 5. Sistem Energi Hijau dan Terbarukan, 6. Antarmuka Manusia, 7. Interaksi Manusia-Komputer, 8. Hibrida dan ...