Prediksi Perguruan Tinggi Negeri dengan Menggunakan Metode Naive Bayes
Keywords:
Achievement, Prediction, Naïve-BayesAbstract
Achievement is the learning outcomes obtained by someone where the ability to increase over time, achievement is not caused by the growth process but with the learning situation. The ability to master knowledge that has been tested for certainty and truth so that it can be measured in the form of grades or what is usually referred to as academic achievement. At least XYZ School students are accepted into state universities. By using the Naive Bayes method, the prediction results are accurate enough to facilitate the Counseling Guidance Section (BK) directing students to register for State Universities (PTN) through the National Higher Education Entrance Entrance Test (SNMPTN).
References
[1] C. P. Intani and I. Ifdil, “Hubungan kontrol diri dengan prestasi belajar siswa,” IICET, vol. 4, no. 4, pp. 65–70, 2018.
[2] A. Yulianto, “Pengaruh Keaktifan Siswa Berorganisasi Terhadap Peningkatan Soft Skills dan Prestasi Belajara Siswa SMK Muhammadiyah Prambanan,” E-Jurnal Pendidikan Teknik Mesin, vol. 3, no. 1, pp. 329–336, 2015.
[3] T. H. Pudjiantoro, F. Renaldi, and A. Teogunadi, “Penerapan Data Mining untuk Menganalisis Kemungkinan Pengunduran Diri Calon Mahasiswa Baru,” Konferensi Nasional Sistem dan Informatika, vol. 1, no. February, pp. 51–60, 2011.
[4] I. Ali and L. Sularto, “Optimasi Parameter Artificial Neural Network Menggunakan Algoritma Genetika Untuk Prediksi Kelulusan Mahasiswa,” Jurnal ICT, vol. 18, no. 1, pp. 54–59, 2019.
[5] B. K. Francis and S. S. Babu, “Predicting Academic Performance of Students Using a Hybrid Data Mining Approach,” Journal of Medical System, vol. 1, no. 1, p. 15, 2019.
[6] S. Al-Janabi and M. A. Mahdi, “Evaluation prediction techniques to achievement an optimal biomedical analysis Samaher Al-Janabi * and Muhammed Abaid Mahdi,” Int. J. Grid and Utility Computing, vol. 10, no. 5, pp. 512–527, 2019.
[7] A. Saleh, “Penerapan Data Mining Dengan Metode Klasifikasi Naive Bayes untuk Memprediksi Kelulusan Mahasiswa dalam Mengikuti English Proficiency Test,” Citec Journal, vol. 1, no. 1, p. 6, 2017.
[8] X. Zhang, R. Xue, B. Liu, W. Lu, and Y. Zhang, “Grade Prediction of Student Academic Performance with Multiple Classification Models,” 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), vol. 1, no. 1, pp. 1086–1090, 2018.
[9] A. Saleh, “Penerapan Data Mining dengan Metode Klasifikasi Naive Bayes untuk Memprediksi Kelulusan Mahasiswa dalam Mengikuti English Proficiency,” ResearchGate, vol. 1, no. February 2015, p. 7, 2016.
[10] A. A. Muin and Syarli, “Metode Naive Bayes Untuk Prediksi Kelulusan ( Studi Kasus?: Data Mahasiswa Baru Perguruan Tinggi ),” Jurnal Ilmiah Ilmu Komputer, vol. 2, no. 1, pp. 22–26, 2016.
[11] National electronic Library for Health, 2003. Can walking make you slimmer and healthier? (Hitting the headlines article) [Online] (Updated 16 Jan 2005) Tersedia di : http://www.nhs.uk.hth.walking. [Accessed 10 April 2005]
[2] A. Yulianto, “Pengaruh Keaktifan Siswa Berorganisasi Terhadap Peningkatan Soft Skills dan Prestasi Belajara Siswa SMK Muhammadiyah Prambanan,” E-Jurnal Pendidikan Teknik Mesin, vol. 3, no. 1, pp. 329–336, 2015.
[3] T. H. Pudjiantoro, F. Renaldi, and A. Teogunadi, “Penerapan Data Mining untuk Menganalisis Kemungkinan Pengunduran Diri Calon Mahasiswa Baru,” Konferensi Nasional Sistem dan Informatika, vol. 1, no. February, pp. 51–60, 2011.
[4] I. Ali and L. Sularto, “Optimasi Parameter Artificial Neural Network Menggunakan Algoritma Genetika Untuk Prediksi Kelulusan Mahasiswa,” Jurnal ICT, vol. 18, no. 1, pp. 54–59, 2019.
[5] B. K. Francis and S. S. Babu, “Predicting Academic Performance of Students Using a Hybrid Data Mining Approach,” Journal of Medical System, vol. 1, no. 1, p. 15, 2019.
[6] S. Al-Janabi and M. A. Mahdi, “Evaluation prediction techniques to achievement an optimal biomedical analysis Samaher Al-Janabi * and Muhammed Abaid Mahdi,” Int. J. Grid and Utility Computing, vol. 10, no. 5, pp. 512–527, 2019.
[7] A. Saleh, “Penerapan Data Mining Dengan Metode Klasifikasi Naive Bayes untuk Memprediksi Kelulusan Mahasiswa dalam Mengikuti English Proficiency Test,” Citec Journal, vol. 1, no. 1, p. 6, 2017.
[8] X. Zhang, R. Xue, B. Liu, W. Lu, and Y. Zhang, “Grade Prediction of Student Academic Performance with Multiple Classification Models,” 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), vol. 1, no. 1, pp. 1086–1090, 2018.
[9] A. Saleh, “Penerapan Data Mining dengan Metode Klasifikasi Naive Bayes untuk Memprediksi Kelulusan Mahasiswa dalam Mengikuti English Proficiency,” ResearchGate, vol. 1, no. February 2015, p. 7, 2016.
[10] A. A. Muin and Syarli, “Metode Naive Bayes Untuk Prediksi Kelulusan ( Studi Kasus?: Data Mahasiswa Baru Perguruan Tinggi ),” Jurnal Ilmiah Ilmu Komputer, vol. 2, no. 1, pp. 22–26, 2016.
[11] National electronic Library for Health, 2003. Can walking make you slimmer and healthier? (Hitting the headlines article) [Online] (Updated 16 Jan 2005) Tersedia di : http://www.nhs.uk.hth.walking. [Accessed 10 April 2005]
Downloads
Published
2020-08-19
How to Cite
Putri, R. A. I., & Pudjiantoro, T. H. (2020). Prediksi Perguruan Tinggi Negeri dengan Menggunakan Metode Naive Bayes. Prosiding SISFOTEK, 4(1), 106 - 111. Retrieved from https://seminar.iaii.or.id/index.php/SISFOTEK/article/view/161
Issue
Section
3. Data dan Diseminasi Informasi
License
http://creativecommons.org/licenses/by/4.0
