Jurnal Teknik Komputer AMIK BSI
Vol 8, No 2 (2022): JTK Periode Juli 2022

Implementasi Metode Naive Bayes Dalam Penyeleksian Karyawan untuk Penempatan Bagian Pemasaran

Eka Fitriani (Universitas Bina Sarana Informatika)
Royadi Royadi (Universitas Bina Sarana Informatika)
Atang Saepudin (Universitas Bina Sarana Informatika)
Dian Ardiansyah (Universitas Bina Sarana Informatika)
Riska Aryanti (Universitas Bina Sarana Informatika)



Article Info

Publish Date
02 Aug 2022

Abstract

Marketing is a job that has a scope of work on the promotion of a product, goods or service. The problem that always occurs in the company is that there is no department responsible for selecting reliable marketing employees. The existence of these problems resulted in the process of recruiting employees for the new marketing division which was still not carried out professionally. This can happen because there is no standard method to be able to support in assessing the selection of prospective employees in the marketing department, it is necessary to do an analysis related to the selection of employees in the placement of the marketing department. By holding the analysis process for employees in the placement of a new marketing division, it can be seen whether the prospective marketing division employee passes or does not pass. From the existing problems, a data mining classification method is used to predict the selection of employees for the Marketing section by using the nave Bayes method. After testing using the nave Bayes method, it produces an accuracy value of 87.22% and an AUC value of 0.920 with an Excellent Classification diagnostic level. So it can be concluded that using the nave Bayes method can be a good method for implementation in selecting employees for placement in the Marketing department.

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Journal Info

Abbrev

jtk

Publisher

Subject

Computer Science & IT

Description

Jurnal Teknik Komputer merupakan jurnal ilmiah yang diterbitkan oleh LPPM Universitas Bina Sarana Informatika. Jurnal ini berisi tentang karya ilmiah hasil penelitian yang bertemakan: Networking, Robotika, Aplikasi Sains, Animasi Interaktif, Pengolahan Citra, Sistem Pakar, Sistem Komputer, Soft ...