Analisa Kinerja Guru Sekolah di Dinas Pendidikan Dengan Menggunakan Metode Rought Set (Studi Kasus: Dinas Pendidikan Provinsi Sumatera Utara)


  • DTM Agus Rezki Budi Darma
Keywords: Performance, Data Mining, Rough Set

Abstract

The teacher is an important resource in supporting the teaching and learning process. The quality of the teacher needs attention because it determines the quality of the teaching and learning process. Data mining has grown rapidly and added value to the information stored in the database. One fairly simple data mining algorithm is Rough Set. Teacher performance measurement can be done using the rough set method. Aspects or attributes assessed using the rough set method consist of: the process of teaching and learning, guidance and consultation, research and community service, and other tasks outside the main task. The research on teacher performance was conducted at the North Sumatra Provincial Education Office. The rough set method can be used to produce an output in the form of a Teacher's achievement. The purpose of applying this rough set method is to help the management in knowing the possibility of teacher achievement based on teacher data that has been stored so far. The benefit gained is that it can be determined early on that the prospective teacher's achievement is based on the knowledge gained through the rough set method. Tanagra is a data mining software in which several data mining methods are provided ranging from exploring data analysis, machine learning, and databases. Tanagra is an "open source project" because each researcher can access to the source code, and add his own algorithm, as long as he agrees and complies with the software distribution license.

Downloads

Download data is not yet available.

References

Dahlan Abdullah, Cut Ita Erlina, J. (2015). Implementasi Metode Rought Set Untuk Menentukan Data Nasabah Fotensial Mendapatkan Pinjaman. Universitas Putra Indonesia Yptk Padang, 1(2460–4690), 2.

E. Prasetyo. (2012). Data Mining Konsep Dan Aplikasi Menggunakan Matlab. Andi. Yogyakarta.

Efori Buulolo. (2013). Implementasi Algoritma Apriori Pada Sistem Persediaan Obat (Studi Kasus : Apotik Rumah Sakit Estomihi Medan). Pelita Informatika Budi Darma, Iv(1), 74.

I Nyoman Bayu Pramartha,S.Pd, M. P. (2015). Historia. Sejarah Dan Sistem Pendidikan Sekolah Luar Biasa Bagia A Denpasar Bali, 3(2), 71.

Jamaris, M. (2017). Implementasi Metode Rough Set Untuk Menentukan Kelayakan Bantuan Dana Hibah Fasilitas Rumah Ibadah. Jurnal Inovtek Polbeng, 2(2), 161–172.

Jogiyanto. (2005). Analisi Dan Desain Sistem Informasi. Yogyakarta: Andi.

Julsam, Handryawan Adnan Mooduto, A. (2009). Penambangan Data Format Text Excel Dengan Software Tanagra. Elektron, 1(1), 20.

K. Dan E. T. Luthfi. (2009). Algoritma Data Mining. Andi. Yogyakarta.

M. L. Agung. (2013). Microsoft Excel 2013. Yogyakarta: Andi.

Mustika Sulistio Ningsih. (N.D.). Pengaruh Motivasi Kerja Terhadap Kinerja Di Al-Hikmah Wayhalim Kedaton Bandar Lampung.

Triayudi, A. (2012). Analisa Sistem Penilaian Kinerja Guru Menggunakan Fuzzy Inference System Mamdani : Studi Kasus Upt Dinas Pendidikan Kec . Penengahan Lampung Selatan, 1(1), 24–28.

Uswatun Chasanah. (2015). Pengaruh Tingkat Kesejahteraan Guru Swasta Terhadap Semangat Guru Dalam Mengajar Dimi Se-Kecamatan Gebong Kudus Tahun Pelajaran 20014/2015.


Bila bermanfaat silahkan share artikel ini

Berikan Komentar Anda terhadap artikel Analisa Kinerja Guru Sekolah di Dinas Pendidikan Dengan Menggunakan Metode Rought Set (Studi Kasus: Dinas Pendidikan Provinsi Sumatera Utara)

Published
2020-05-25