Analisis Faktor Kompetensi Pedagogik Guru Dalam Proses Pembelajaran Menggunakan Algoritma C45

Ingkana Devi Cahaya(1*), Heru Satria Tambunan(2), Harly Okprana(3),

(1) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia
(2) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia
(3) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia
(*) Corresponding Author

Abstract


Pedadogic competencies are the competencies that teachers must have in managing learning so that the process can run well. Mining data is a series of processes to explore the added value obtained from information or knowledge that can form a decision pattern that will later be used in analyzing pedagogical competency factors the teacher in the learning process for one semester is based on the criteria of understanding students, designing learning, evaluating learning outcomes, learning that educates and dialogues and develops students to share their potential. Pedagogic assessment is done by summing the value of each criterion and using a standard value to determine the final value. The application of the c45 algorithm can be used to prodece a decission tree that will be taken to determine the form of rules or rules that will be used as a decision tree

Full Text:

PDF

References


I. Suwardi and R. Farnisa, “Hubungan Peran Guru Dalam Proses Pembelajaran Terhadap Prestasi Belajar Siswa,” J. Gentala Pendidik. Dasar, vol. 3, no. 2, pp. 181–202, 2018, doi: 10.22437/gentala.v3i2.6758.

S. W. P. RI, “No Titleآبهای زیرزمینی,” آب و خاک, 2017.

T. Wibowo, P. S. Informatika, F. Komunikasi, D. A. N. Informatika, and U. M. Surakarta, “Penerapan Data Mining Pemilihan Siswa Kelas Unggulan dengan Metode K-Means Clustering di SMP N 02 Tasikmadu,” 2018.

A. S. Sunge, “Prediksi Kompetensi Karyawan Menggunakan Algoritma C4 . 5 ( Studi Kasus : PT Hankook Tire Indonesia ),” Semin. Nas. Teknol. Inf. dan Komun. 2018 (SENTIKA 2018), vol. 2018, no. Sentika, pp. 23–24, 2018.

S. Peningkatan and K. Guru, “Strategi Peningkatan Kompetensi Guru Dengan Pendekatan Analysis Hierarchy Process,” vol. 6, no. 1, pp. 80–92, 2013, doi: 10.15294/jejak.v6i1.3750.

N. Azwanti, “Analisa Algoritma C4.5 Untuk Memprediksi Penjualan Motor Pada Pt. Capella Dinamik Nusantara Cabang Muka Kuning,” Inform. Mulawarman J. Ilm. Ilmu Komput., vol. 13, no. 1, p. 33, 2018, doi: 10.30872/jim.v13i1.629.

R. H. Pambudi, B. D. Setiawan, and Indriati, “Penerapan Algoritma C4 . 5 Untuk Memprediksi Nilai Kelulusan Siswa Sekolah Menengah Berdasarkan Faktor Eksternal,” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 7, pp. 2637–2643, 2018.

A. Rahman, “Urgensi Pedagogik dalam Pembelajaran dan Implikasinya dalam Pendidikan,” BELAJEA J. Pendidik. Islam, vol. 3, no. 1, p. 83, 2018, doi: 10.29240/bjpi.v3i1.358.




DOI: https://doi.org/10.30645/brahmana.v2i2.69

DOI (PDF): https://doi.org/10.30645/brahmana.v2i2.69.g69

Refbacks

  • There are currently no refbacks.


Published Papers Indexed/Abstracted By: