ANALYSIS OF NAIVE BAYES METHODS ON SCHOLARSHIP ADMISSIONS AT SMKS AL-WASLIYAH 2 MERBAU
Main Article Content
Abstract
Scholarships currently play an important role in the world of education. Scholarships are financial aid given to students to complete their education. Scholarships are awarded by governments, foundations, institutions, or other institutions. Each scholarship has certain requirements. Scholarship programs are highly desired by every student, especially high-achieving but economically constrained students. The form of participation of the community, institutions, and students themselves in participating in building the nation, especially in the field of education, is crucial. By using the nave Bayes method, it is expected that the determination of scholarship recipients will be more targeted and accurate. This method serves to classify scholarship recipients into SMKs Alwasliyah 2 merbau. The Nave Bayes methods have no rules for their use. This method is used using benchmarks from the classification of pre-existing data
Downloads
Article Details
[2] V. Tasril, “Decision Supporting System of the Receiption of Acceptance,” J. Inf. Technol. Comput. Sci., vol. 1, no. 1, pp. 100–109, 2018.
[3] A. Darmawan, N. Kustian, and W. Rahayu, “Implementasi Data Mining Menggunakan Model SVM untuk Prediksi Kepuasan Pengunjung Taman Tabebuya,” STRING (Satuan Tulisan Ris. dan Inov. Teknol., vol. 2, no. 3, p. 299, 2018, doi: 10.30998/string.v2i3.2439.
[4] A. Sumiah and N. Mirantika, “Perbandingan Metode K-Nearest Neighbor dan Naive Bayes untuk Rekomendasi Penentuan Mahasiswa Penerima Beasiswa pada Universitas Kuningan”, [Online]. Available: https://journal.uniku.ac.id/index.php/buffer
[5] A. Ichlas, I. R. Munthe, and M. N. S. Hasibuan, “Aturan Asosiasi untuk Analisis Data Penjualan Produk Menggunakan Algoritma Apriori,” J. Tek. Inform. UNIKA St. Thomas, vol. 06, pp. 53–60, 2021, doi: 10.54367/jtiust.v6i1.1280.
[6] M. Ridho Handoko and Neneng, “Sistem Pakar Diagnosa Penyakit Selama Kehamilan Menggunakan Metode Naive Bayes Berbasis Web,” J. Teknol. dan Sist. Inf., vol. 2, no. 1, pp. 50–58, 2021, [Online]. Available: http://jim.teknokrat.ac.id/index.php/JTSI
[7] V. Marudut et al., “Menurut Turangan et . al ( 2017 ) insentif merupakan salah satu jenis penghargaan yang dikaitkan dengan prestasi kerja . Semakin tinggi prestasi kerja semakin besar pula insentif yang diterima . Sudah menjadi kebiasaan bahwa setiap perusahaan harus meneta,” vol. 7, pp. 87–94, 2018.
[8] A. Yani, “Analisa Kelayakan Kredit Menggunakan Artifcial Neural Network dan Backpropogation (Studi Kasus German Credit Data),” J. Ilm. Komputasi, vol. 18, no. 4, pp. 385–390, 2019, doi: 10.32409/jikstik.18.4.2672.
[9] S. Widodo, H. Brawijaya, and S. Samudi, “Clustering Kanker Serviks Berdasarkan Perbandingan Euclidean dan Manhattan Menggunakan Metode K-Means,” J. Media Inform. Budidarma, vol. 5, no. 2, p. 687, 2021, doi: 10.30865/mib.v5i2.2947.
[10] H. Annur, “Klasifikasi Masyarakat Miskin Menggunakan Metode Naive Bayes,” Ilk. J. Ilm., vol. 10, no. 2, pp. 160–165, 2018, doi: 10.33096/ilkom.v10i2.303.160-165.
[11] A. D. Wibisono, S. Dadi Rizkiono, and A. Wantoro, “Filtering Spam Email Menggunakan Metode Naive Bayes,” TELEFORTECH J. Telemat. Inf. Technol., vol. 1, no. 1, pp. 9–17, 2020, doi: 10.33365/tft.v1i1.685.
[12] M. Syukri Mustafa, M. Rizky Ramadhan, and A. P. Thenata, “Implementasi Data Mining untuk Evaluasi Kinerja Akademik Mahasiswa Menggunakan Algoritma Naive Bayes Classifier,” Citec J., vol. 4, no. 2, pp. 151–162, 2017.
[13] D. Darwis, N. Siskawati, and Z. Abidin, “Penerapan Algoritma Naive Bayes Untuk Analisis Sentimen Review Data Twitter Bmkg Nasional,” J. Tekno Kompak, vol. 15, no. 1, p. 131, 2021, doi: 10.33365/jtk.v15i1.744.
[14] E. W. H. Candana, I. G. A. Gunadi, and D. G. H. Divayana, “Perbandingan Fuzzy Tsukamoto, Mamdani Dan Sugeno Dalam Penentuan Hari Baik Pernikahan Berdasarkan Wariga Menggunakan Confusion Matrix,” vol. 6, no. November, pp. 14–22, 2021.
[15] B. P. Pratiwi, A. S. Handayani, and S. Sarjana, “Pengukuran Kinerja Sistem Kualitas Udara Dengan Teknologi Wsn Menggunakan Confusion Matrix,” J. Inform. Upgris, vol. 6, no. 2, pp. 66–75, 2021, doi: 10.26877/jiu.v6i2.6552.

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.