Analisis Klasifikasi Broken Home pada Anak Menggunakan Metode Naïve Bayes Classifier

Authors

  • Supiyandi Supiyandi Universitas Pembangunan Panca Budi
  • Almanna Hussein UIN Sumatera Utara
  • Irwan Gunawan UIN Sumatera Utara
  • William Lutfi Rahman Harjo UIN Sumatera Utara

DOI:

https://doi.org/10.14421/jiska.2023.8.2.90-101

Keywords:

Broken Home, Classification, Naïve Bayes, Children, Families, Youth

Abstract

Broken home is a term that defines a situation in a family where most people handle no harmony, happiness, or peace. The impact of a broken home on a depressed family on children who can experience mental, emotional, and behavioral changes that are uncontrolled and undirected. Therefore, a classification is needed to categorize a child in a family as a broken home or not. The classification process will apply the Naïve Bayes Classifier classification method by taking into account the factors that refer to the statement that a child is called a broken home. With this classification, it is hoped that it can help know what and how a broken home child can be called a broken home and with this classification, it is expected that parents can minimize broken homes in children in the future by paying attention to the determining factors.

References

Ahyani, L., & Astuti, Rr. D. (2018). Buku Ajar Psikologi Perkembangan Anak dan Remaja. https://www.researchgate.net/publication/330577631_Buku_Ajar_Psikologi_Perkembangan_Anak_dan_Remaja

Aisyah, S. H., Bahiyah, K., Prasetiya, B., & Kusumawati, D. (2022). Dampak Keluarga Broken Home Terhadap Psikologis Anak. Al-ATHFAL: Jurnal Pendidikan Anak, 3(2), 75–81. https://doi.org/10.46773/ALATHFAL.V3I2.485

Annur, H. (2018). Klasifikasi Masyarakat Miskin Menggunakan Metode Naive Bayes. ILKOM Jurnal Ilmiah, 10(2), 160–165. https://doi.org/10.33096/ilkom.v10i2.303.160-165

Aziz, M. (2015). Perilaku Sosial Anak Remaja Korban Broken Home dalam Berbagai Perspektif (Suatu Penelitian di SMPN 18 Kota Banda Aceh). JURNAL AL-IJTIMAIYYAH, 1(1). https://doi.org/10.22373/al-ijtimaiyyah.v1i1.252

Faizah, S. K. (2022). Pemahaman Kebahagiaan oleh Remaja Broken Home. Jurnal Bimbingan Konseling Dan Dakwah, 3(1), 28–39. https://jurnal.iairm-ngabar.com/index.php/taqorrub/article/download/188/124

Putro, H. F., Vulandari, R. T., & Saptomo, W. L. (2020). Penerapan Metode Naive Bayes Untuk Klasifikasi Pelanggan. Jurnal Teknologi Informasi Dan Komunikasi (TIKomSiN), 8(2). https://doi.org/10.30646/TIKOMSIN.V8I2.500

Gunarsa, S. D. (2008). Psikologi Perkembangan Anak dan Remaja. BPK Gunung Mulia.

Hafiza, S., & Mawarpury, M. (2018). Pemaknaan Kebahagiaan oleh Remaja Broken Home. Psympathic : Jurnal Ilmiah Psikologi, 5(1), 59–66. https://doi.org/10.15575/psy.v5i1.1956

Maliki, O., & Nanja, M. (2023). Analysis of Family Health with a Combination of Naive Bayes KNN Methods. JTKSI (Jurnal Teknologi Komputer Dan Sistem Informasi), 6(1), 52. https://doi.org/10.56327/jtksi.v6i1.1350

Massa, N., Rahman, M., & Napu, Y. (2020). Dampak Keluarga Broken Home Tehadap Perilaku Sosial Anak. Jambura Journal Community Empowerment, 1(1), 1–10. https://doi.org/10.37411/jjce.v1i1.92

Mistiani, W. (2018). Dampak Psikologi Terhadap Kehidupan Anak Korban Broken Home. Musawa: Journal for Gender Studies, 10(2), 322–354. https://doi.org/10.24239/MSW.V10I2.528

Mustofa, H., & Mahfudh, A. A. (2019). Klasifikasi Berita Hoax Dengan Menggunakan Metode Naive Bayes. Walisongo Journal of Information Technology, 1(1), 1. https://doi.org/10.21580/wjit.2019.1.1.3915

Muttaqin, I., Muttaqin, I., & Sulistyo, B. (2019). Analisis Faktor Penyebab dan Dampak Keluarga Broken Home. Raheema, 6(2), 245–256. https://doi.org/10.24260/raheema.v6i2.1492

Rahayu, T. P. (2016). Determinan Kebahagiaan Di Indonesia. Jurnal Ekonomi Dan Bisnis, 19(1), 149–170. https://doi.org/10.24914/JEB.V19I1.485

Umami, I. (2019). Psikologi Remaja. Idea Press Yogyakarta. https://repository.metrouniv.ac.id/id/eprint/1447/

Wardani, A. K. (2021). Kebahagiaan Anak Broken Home. Jurnal Pendidikan Tambusai, 5(3), 6718–6727. https://jptam.org/index.php/jptam/article/view/2038

Wibawa, A. P., Purnama, M. G. A., Akbar, M. F., & Dwiyanto, F. A. (2018). Metode-metode Klasifikasi. Prosiding SAKTI (Seminar Ilmu Komputer Dan Teknologi Informasi), 3(1), 134–138. https://e-journals.unmul.ac.id/index.php/SAKTI/article/view/2101

Downloads

Published

2023-05-26

How to Cite

Supiyandi, S., Hussein, A., Gunawan, I., & Harjo, W. L. R. (2023). Analisis Klasifikasi Broken Home pada Anak Menggunakan Metode Naïve Bayes Classifier. JISKA (Jurnal Informatika Sunan Kalijaga), 8(2), 90–101. https://doi.org/10.14421/jiska.2023.8.2.90-101

Issue

Section

Articles