Implementasi Algoritma Na�ve Bayes Untuk Menentukan Calon Penerima Beasiswa Di SMK YPM 14 Sumobito Jombang

  • Wahyu ningsih Universitas Darul Ulum Jombang
  • Budiman Budiman Teknik Informatika, Universitas Darul �Ulum, Mojongapit, Jombang
  • Izzatul Umami Teknik Informatika, Universitas Darul �Ulum, Mojongapit, Jombang
DOI: https://doi.org/10.47233/jteksis.v4i2.570

Abstract

Scholarships are grants in the form of financial assistance given to individuals that aim to be used for the continuation of the education achieved. With this scholarship program, it is hoped that it can help students who have problems in financing. The selection of scholarship recipients at SMK YPM 14 Sumobito still experiences problems in decision making, because the assessment process is not always decided based on definite considerations but the policy of the decision makers who ultimately determine the scholarship recipients. This is because there is no method that can predict prospective scholarship recipients. Eligibility of prospective scholarship recipients is determined by applying the Nae Bayes method. This method was chosen because it was able to study the previous case data used as test data. After testing with the Nae Bayes algorithm using the Rapidmaner tool, the results were 90.48% accuracy, 96.88% precision, 83.33% recall each. So that it can be said as a good key to apply for prospective scholarship recipients.

Keywords: (scholarship assistance, Data Mining, Nae Bayes).

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References

R. H. Dewi and N. Indrawati, Rancang Bangun Sistem Pendukung Keputusan Penerimaan Beasiswa Menggunakan Meotde Naive Bayes Classiffier, Semin. Nas. ke 9 Rekayasa Teknol. Ind. dan Inf. Ranc., vol. 17, no. 3, pp. 7984, 2014.

Titis Eka Setyawati, Perancangan Sistem Pendukung Keputusan Untuk Prediksi Penerima Beasiswa Menggunakan Algoritma Naive Bayes, Jurnal Siskomti, Vol. 3 No. 2 Juli 2020

Joy Nashar Utamajaya and Andi Mentari A.P and Siti Masnunah, Penerapan Algoritma Na?ve Bayes Untuk Penentuan Calon Penerima Beasiswa PIP Pada SDN 023 Penajam, Jurnal Sistem Informasi (2019) 3(1) 11-17

Published
2022-07-30
How to Cite
ningsih, W., Budiman, B., & Umami, I. (2022). Jurnal Teknologi Dan Sistem Informasi Bisnis, 4(2), 446-454. https://doi.org/10.47233/jteksis.v4i2.570
Issue
Vol 4 No 2 (2022): Juli 2022
Section
Articles
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