Penentuan Prioritas Penggantian Uang Bahan Bakar Minyak Dengan Metode Naive Bayes
DOI:
https://doi.org/10.22441/incomtech.v12i3.14900Kata Kunci:
Naïve Bayes, BBM, SupirAbstrak
Dalam suatu instansi untuk pencatatan bahan bakar minyak dan penentuan prioritas supir yang akan diganti uangnya terlebih dahulu sangat krusial. Permasalahan yang dihadapi oleh PT.XYZ adalah kesulitan dalam mengklasifikasikan supir yang harus mendapat penggantian uang terlebih dahulu. Saat ini untuk pengklasifikasian yang dilakukan hanya mengandalkan pengolahan data dan pengurutan dengan Microsoft Excel. Untuk menghindari hal yang tidak diinginkan seperti Human Error ataupun redudansi maka sistem ini dibangun. Dengan metode naïve bayes membantu agar dapat menentukan prioritas supir yang akan mendapat uang ganti bahan bakar minyak (BBM). Metode pengklasifikasi Naive Bayes adalah pengklasifikasi statistik yang dapat memprediksi probabilitas keanggotaan kelas dari kelas tertentu berdasarkan perhitungan probabilitas. Berdasarkan hasil akhir yang telah dilakukan dengan mengambil beberapa semple dari beberapa data training maka akurasi untuk menentukan prioritas supir penggantian bahan bakar minyak (BBM) adalah 100%. Maka dapat disimpulkan bahwa metode naïve bayes keakuratannya sangat tinggi untuk menentukan prioritas penggantian uang bahan bakar minyak (BBM) untuk supir.
Unduhan
Referensi
A. Kurniawan and D. Awalludin, "Analisis Dan Perancangan Sistem Informasi Pengelolaan Kendaraan Operasional Berbasis Web Pada PT RODA PEMBINA NUSANTARA," Jurnal Interkom: Jurnal Publikasi Ilmiah Bidang Teknologi Informasi dan Komunikasi , Vols. 14, No.1, pp. 16-23, 2019.
K. A. Fatah and M. Jamil, "MANAJEMEN DAN ANALISA PERANCANGAN SISTEM INFORMASI WEB MOBILE PADA," JURNAL PUBLIKASI EKONOMI DAN AKUNTANSI, Vols. 1, No. 1, 2022.
R. D. Firdaus, "Penerapan Data Mining Untuk Menentukan Klasifikasi Kinerja Pegawai Pada Sistem Informasi Kepegawaian," Tasikmalaya. Universitas Siliwangi, 2017.
U. Pauziah, "Analisis Penentuan Karyawan Terbaik Menggunakan Metode Algoritma Naive Bayes (Studi Kasus PT. XYZ)," 2017.
Y. M. Firdaus, "PENERAPAN METODE NAÏVE BAYES CLASSIFIER UNTUK MENGKLASIFIKASI TINGKAT PRESTASI AKADEMIK SANTRI PONDOK PESANTREN MAHASISWA (PPM) BAITUL JANNAH MALANG," JATI: Jurnal Mahasiswa Teknik Informatika , Vols. 3, No.1, 2019.
M. Farid and D. itrianah, "Rekomendasi Pemilihan Restoran Berdasarkan Rating Online Menggunakan Algoritma C4. 5," InComTech: Jurnal Telekomunikasi dan Komputer, vol. 11, pp. 9-22, 2021.
Harahap, Fitriana , "Penerapan Data Mining Dengan Algoritma Naive Bayes Classifier Dalam," Jurnal Ilmiah Informatika, 2021.
H. J. Damanik, E. Irawan, I. S. Damanik and A. Wanto, "Penerapan Algoritma Naive Bayes untuk Penentuan Resiko Kredit Kepemilikan Kendaraan Bermotor," Prosiding Seminar Nasional Riset Information Science (SENARIS), pp. 501-511, 2019.
A. Ridwan, "PENERAPAN TEKNIK BAGGING PADA ALGORITMA NAIVE BAYES DAN ALGORITMA C4.5 UNTUK MENGATASI KETIDAKSEIMBANGAN KELAS," Jurnal Bisnis Digitasl dan Sistem Informasi, Vols. 1, No.1, 2020.
D. Normawati and S. A. Prayogi, "Implementasi Naïve Bayes Classifier Dan Confusion Matrix Pada Analisis Sentimen Berbasis Teks Pada Twitter," Jurnal Sains Komputer & Informatika (J-SAKTI) , Vols. 5, No. 2, pp. 697-711, 2021.
Unduhan
Diterbitkan
Cara Mengutip
Terbitan
Bagian
Lisensi
The copyright to this article is transferred to Universitas Mercu Buana (UMB) if and when the article is accepted for publication. The undersigned hereby transfers any and all rights in and to the paper including without limitation all copyrights to UMB. The undersigned hereby represents and warrants that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to make and execute this assignment.
We declare that:
1. This paper has not been published in the same form elsewhere.
2. It will not be submitted anywhere else for publication prior to acceptance/rejection by this Journal.
3. A copyright permission is obtained for materials published elsewhere and which require this permission for reproduction.
Furthermore, I/We hereby transfer the unlimited rights of publication of the above mentioned paper in whole to UMB. The copyright transfer covers the exclusive right to reproduce and distribute the article, including reprints, translations, photographic reproductions, microform, electronic form (offline, online) or any other reproductions of similar nature.
The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all co-authors. This agreement is to be signed by at least one of the authors who have obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.
Retained Rights/Terms and Conditions
1. Authors retain all proprietary rights in any process, procedure, or article of manufacture described in the Work.
2. Authors may reproduce or authorize others to reproduce the Work or derivative works for the authors personal use or for company use, provided that the source and the UMB copyright notice are indicated, the copies are not used in any way that implies UMB endorsement of a product or service of any employer, and the copies themselves are not offered for sale.
3. Although authors are permitted to re-use all or portions of the Work in other works, this does not include granting third-party requests for reprinting, republishing, or other types of re-use.
