Sistem Pengelompokan Siswa Berdasarkan Tingkat Kedisiplinan Menggunakan Metode Naïve Bayes Classifier

Authors

  • Budi Hartanto STMIK Sinar Nusantara, Indonesia
  • Sri Tomo STMIK Sinar Nusantara, Indonesia

DOI:

https://doi.org/10.30646/tikomsin.v9i2.575

Keywords:

Classification, Discipline, Naïve Bayes

Abstract

Discipline is a very important thing in the educational process. Discipline will succeed if it is applied to students correctly. Student discipline is that every student follows every rule and order that has been set by the school. At SMK Muhammadiyah 2 Sukoharjo student discipline. Declining discipline at SMK Muhammadiah 2 Sukoharjo is marked by the increase in points of violation from students. The purpose of this study was to apply the nave Bayes method in the classification of student discipline levels at SMK Muhammadiyah 2 Sukoharjo. With this information will be obtained that can be used for information on which students need to be given Counseling Guidance to provide direction and guidance to students. The attributes used are cases of fights, not attending apples, not carrying out picket, not entering without explanation, arriving late, noisy in class. Test results with 490 records with a portion of 75% training data and 25% test data. And produces an accuracy of 76%.

References

Anita Dewi S, Muhammad M, and Sri Hartati, “Sistem Pendukung Keputusan Perankingan Calon Siswa Baru Jalur Undangan Menggunakan Simple Additive Weighting (Studi Kasus: SMK Bumi Nusantara Wonosobo),†Seminar Nasional Teknologi Informasi dan Multimedia 2017, STMIK AMIKOM Yogyakarta, 4-7 Februari 2017 ISSN : 2302-3805, 2017.

Hanifa, Muhamad Muslihudin, Sri Hartati. Sistem Pendukung Keputusan Menentukan Besar Gaji Untuk Guru Honorer Di Kabupaten Pesawaran Menggunakan Metode Fuzzy SAW, Jurnal Teknologi, Vol. 09 No.01 Juni 2016, hal. 83-88. IST Akprind. Yogyakarta, 2016.

Lena Magdalena, Abdul Rachman, Aplikasi Pendaftaran Siswa Baru Dengan Sistem Seleksi Menggunakan Metode Simple Additive Weighting (SAW) Pada Smk Miftahul Huda Ciwaringin. JURNAL DIGIT, Vol. 7 No.1 Mei 2017, pp. 38~49 ISSN: 2088-589, 2017

Muhamad Muslihudin & A. Wulan Arumita, Pembuatan Model Penilaian Proses Belajar Mengajar Perguruan Tinggi Menggunakan Fuzzy Simple Additive Weighting (SAW)(Studi: STMIK Pringsewu), 2016.

Wulandari, Ahmad Mustofa, Ponidi, Muhamad Muslihudin, Firza Adi Firdiansah, Decision Support System Pemetaan Lahan Pertanian Yang Berkualitas Untuk Meningkatkan Hasil Produksi Padi Menggunakan Metode Simple Additive Weighting (SAW), SEMNASTEKNOMEDIA, AMIKOM Yogyakarta, 2016.

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Published

2021-10-31

Issue

Vol. 9 No. 2 (2021): Jurnal TiKomSiN, Vol. 9, No. 2, 2021

Section

Articles

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