Classification Of Aceh Carong (Aceh Pintar) Scholarship Recipients at Malikussaleh University Using Knn (K-Nearest Neighbors) Algorithm

Authors

  • Ar Razi Universitas Malikussaleh

DOI:

https://doi.org/10.51179/tika.v7i1.1116

Keywords:

K-Nearest Neighbor, classification, Data Mining

Abstract

Aceh Carong Scholarship is a program from the Aceh Government to help Acehnese children who want to continue their education by obtaining scholarships from the Aceh Government. Currently, the selection process for Aceh Carong scholarship recipients at Malikussaleh University is carried out using a manual system so that the selection process has not been effective and efficient in its application. K-Nearest Neighbor is a method that can be used to classify new test data based on training data. In this study, the results obtained where the use of the KNN algorithm for the classification of Aceh Carong Scholarship recipients obtained an accuracy of  82.00%.

References

Informatikalogi. (2017). Algoritma K-Nearest Neighbor (K-NN). Informatikalogi.Com.

Lestari, I. D. (2016). Klasifikasi online dan google. IQRA: Jurnal Ilmu Perpustakaan Dan Informasi (e-Journal), 10(02), 83–94.

Noviana, D., Susanti, Y., & Susanto, I. (2019). Analisis Rekomendasi Penerima Beasiswa Menggunakan Algoritma K-Nearest Neighbor (K-NN) dan Algoritma C4. 5. Seminar & Conference Proceedings of UMT.

Pramudita, Y. D., Putro, S. S., & Makhmud, N. (2018). Klasifikasi Berita Olahraga Menggunakan Metode Na{"i}ve Bayes dengan Enhanced Confix Stripping Stemmer. Jurnal Teknologi Informasi Dan Ilmu Komputer, 5(3), 269–276.

Ristekdikti. (n.d.). Pedoman Bidikmisi Tahun 2017. In Ristekdikti.

Published

2022-04-28

How to Cite

Classification Of Aceh Carong (Aceh Pintar) Scholarship Recipients at Malikussaleh University Using Knn (K-Nearest Neighbors) Algorithm. (2022). Jurnal Tika, 7(1), 79-84. https://doi.org/10.51179/tika.v7i1.1116

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