Aplikasi Cerdas Membantu Orang Tua Meningkatkan Kecerdasan Anak Dalam Pembelajaran Online Pandemi Covid -19 Dengan Algoritma C4.5.
DOI:
https://doi.org/10.30865/json.v3i2.3620Keywords:
Intelligence, Classification, Algorithm C4.5, Data Mining, Online Learning,Abstract
During the current covid-19 pandemic, parents must play a direct role as teachers during online learning from school for their children at home. Knowing the potential intelligence of children is certainly important for parents. By analyzing the ability of the right and left brain, a child can be directed and developed according to their respective abilities. The ability of children's brains at the age of 6 to 12 years is very good to make parents and teachers more selective in determining suitable learning methods to apply them to children. The system that will be built in this research makes it possible to determine the potential of brain intelligence possessed by a child by classifying based on alternatives from the state of right brain or left brain intelligence provided in the database to determine the child's potential. The process of classifying the potential intelligence of children is carried out using the C4.5 Algorithm method pattern from the field of Data Mining. The results of this study are applications that can help parents understand the potential of a child. during the pandemic. The results of making the system that has been carried out have been tested using Rapid Miner and get accurasy results of 90% and classification error with a value of 10%.References
W. S. Kusuma and P. Sutapa, “Dampak Pembelajaran Daring terhadap Perilaku Sosial Emosional Anak,†J. Obs. J. Pendidik. Anak Usia Dini, vol. 5, no. 2, pp. 1635–1643, 2020, doi: 10.31004/obsesi.v5i2.940.
N. Nurjanah, “Penerapan Metode Lokasi Dan Asosiasi Untuk Mengefektifkan Kemampuan Otak Kanan Dan Kiri Anak Usia Smp,†Manajerial, vol. 8, no. 4, pp. 89–97, 2010.
F. N. Rahma, F. Wulandari, and D. U. Husna, “Pengaruh Pembelajaran Daring di Masa Pandemi Covid-19 bagi Psikologis Siswa Sekolah Dasar,†Edukatif J. Ilmu Pendidik., vol. 3, no. 5, pp. 2470–2477, 2021, [Online]. Available: https://edukatif.org/index.php/edukatif/article/view/864.
I. K. Sadiqin, “PEMBELAJARAN KIMIA Optimizing the Student ’ s Right Brain Potential ...â€
S. Wahyuningsih, “Lagu Anak sebagai Media dalam Mendidik Karakter Anak Usia Dini,†ThufuLA J. Inov. Pendidik. Guru Raudhatul Athfal, vol. 5, no. 1, p. 150, 2017, doi: 10.21043/thufula.v5i1.2356.
J. Budiman, “Lembaran Ilmu Kependidikan Evaluasi Pelaksanaan Pembelajaran Daring di Indonesia,†vol. 50, no. 1, pp. 45–50, 2021.
S. Syamsu, M. Muhajirin, and N. S. Wijaya, “Rules Generation Untuk Klasifikasi Data Bakat dan Minat Berdasarkan Rumpun Ilmu Dengan Decision Tree,†Inspir. J. Teknol. Inf. dan Komun., vol. 9, no. 1, p. 40, 2019, doi: 10.35585/inspir.v9i1.2495.
P. Bidang, K. Sains, Y. Mardi, J. Gajah, M. No, and S. Barat, “Jurnal Edik Informatika Data Mining : Klasifikasi Menggunakan Algoritma C4 . 5 Data mining merupakan bagian dari tahapan proses Knowledge Discovery in Databas e ( KDD ) . Jurnal Edik Informatika.â€
J.Pseudocode, “BANK BRI CABANG CURUP,†pp. 83–90, 2016.
E. Mufaziah and P. Fauziah, “Kendala Orang Tua dalam Mendidik Anak Usia Dini pada Saat Pandemi Covid 19,†J. Obs. J. Pendidik. Anak Usia Dini, vol. 5, no. 2, pp. 1045–1051, 2020, doi: 10.31004/obsesi.v5i2.746.
G. Hermawan, M. Q. Laksono, and D. S. Anggoro, “Sistem Pakar Identifikasi Kemampuan Otak Pada Anak Sekolah Dasar Menggunakan,†pp. 6–7, 2016.
J. Coding and S. K. Untan, “Kata Kunci: Kebakaran Hutan, Data Mining, K-Nearest Neighbor (KNN), Fire Weather Index(FWI). 1.,†vol. 06, no. 2, 2018.
J. Komputer et al., “PENERAPAN DATA MINING UNTUK MEMPREDIKSI Program Studi Teknik Informatika Jurnal Komputer dan Informatika ( KOMPUTA ),†2012.
S. Wulandari, M. Iqbal, and U. Gunadarma, “Analisis Kelayakan Lokasi Promosi Dalam Penerimaan Mahasiswa Baru ( PMB ) Dengan Algoritma Naïve Bayes & Decission Tree C4 . 5,†vol. 10, no. 1, pp. 169–178, 2021.
S. Hendrian, “ALGORITMA KLASIFIKASI DATA MINING UNTUK MEMPREDIKSI,†vol. 11, no. 3, pp. 266–274, 2018.
P. Algoritma et al., “PEKERJAAN PROYEK Application Of C4 . 5 Algorithm In Recognizing The Pattern Of Project Work Development,†vol. 3, no. 2, pp. 83–93, 2020.
A. Novandya, “Penerapan Algoritma Klasifikasi Data Mining C4.5 pada Dataset Cuaca Wilayah Bekasi,†KNiST, pp. 368–372, 2017.
