ANALISA POLA PEKERJAAN LULUSAN STMIK BUDI DARMA MENERAPKAN METODE C4.5

 (*)Anisa Anisa Mail (Program Studi Teknik Informatika, STMIK Budi Darma, Medan, —)
 Mesran Mesran (Program Studi Teknik Informatika, STMIK Budi Darma, Medan, —)

(*) Corresponding Author

Abstract

Data mining is mining or discovery information to the process of looking for patterns or information that contains the search trends in a number of very large data in taking decisions on the future.In determining the patterns of classification techniques garnered record (Training set). The class attribute, which is a decision tree with method C 4.5 builds upon an algorithm of induction can be minimised.By utilizing data jobs graduates expected to generate information about interest & talent, work with benefit from graduate quisioner alumni. A pattern of work that sought from large-scale data and analyzed by various algorithms to compute the C 4.5 can do that work based on the pattern of investigation patterns that affect so that it found the rules are interconnected that can result from the results of the classification of objects of different classes or categories of attributes that influence to shape the patterns of work. The application used is software that used Tanagra data mining for academic and research purposes.That contains data mining method explored starting from the data analysis, and classification data mining.

Keywords: analysis, Data Mining, method C 4.5, Tanagra, patterns of work

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References

Fajar Astuti Hermawati, Data Mining, CV ANDI OFFSET, Yogyakarta, 2013.

M. Maharani, N.A. Hasibuan, N. Silalahi, S.D. Nasution, M. Mesran, S. Suginam, D.U. Sutiksno, H. Nurdiyanto, E. Buulolo, Y. Yuhandri, IMPLEMENTASI DATA MINING UNTUK PENGATURAN LAYOUT MINIMARKET DENGAN MENERAPKAN ASSOCIATION RULE, J. Ris. Komput. 4 (2017) 6–11. https://www.researchgate.net/publication/312495968.

H. Widayu, S.D. Nasution, N. Silalahi, M. Mesran, DATA MINING UNTUK MEMPREDIKSI JENIS TRANSAKSI NASABAH PADA KOPERASI SIMPAN PINJAM DENGAN ALGORITMA C4.5, MEDIA Inform. BUDIDARMA. 1 (2017). http://ejurnal.stmik-budidarma.ac.id/index.php/mib/article/view/323/273 (accessed June 27, 2017).

Y.A. Fiandra, S. Defit, Yuhandri, Penerapan Algoritma C4.5 untuk Klasifikasi Data Rekam Medis berdasarkan International Classification Diseases (ICD-10), J. RESTI (Rekayasa Sist. Dan Teknol. Informasi). 1 (2017) 82–89. doi:https://doi.org/10.29207/resti.v1i2.48.

S. Defit, G.W. Nurcahyo, Penerapan Algoritma C4 . 5 Pada NUPTK Untuk Menentukan Pola Sertifikasi Guru Dengan Menggunakan Metode Klasifikasi Decision Tree ( Studi Kasus : Pada Dinas Pendidikan Pemuda dan Olahraga Kabupaten Rokan Hulu ) Of Computer Science, 1 (2015) 69–83.

Eko Prasetyo, Data Mining Mengolah Data Menjadi Informasi Menggunakan MATLAB, Andi Offset, Yogyakarta, 2014.

Tanagra (Machine Learning), Wikipedia. (2013).

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