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ITS » Paper and Presentation » Teknik Elektro - Telematika S2
Posted by aprill@is.its.ac.id at 16/08/2012 07:23:33  •  2035 Views


SISTEM PENDUKUNG KEPUTUSAN MULTIDIMENSI DENGAN METODE SELF ORGANIZING MAPS UNTUK NOMINASI SERTIFIKASI PENDIDIK

MULTIDIMENSIONAL DECISION SUPPORT SYSTEM WITH SELF-ORGANIZING MAPS METHOD FOR NOMINATION EDUCATOR CERTIFICATION

Author :
ARIJATMIKO, WAHYU ( 2210206706 )




ABSTRAK

Salah satu program pemerintah untuk meningkatkan mutu pendidikan adalah menjadikannya guru sebagai tenaga professional pada jenjang pendidikan dasar pendidikan menengah dan pendidikan anak usia dini pada jalur pendidikan formal yang diangkat sesuai dengan peraturan perundang8208undangan. Pengakuan kedudukan guru sebagai tenaga profesional tersebut dibuktikan dengan sertifikat pendidik. Salah satu bagian penting dalam sertifikasi guru adalah proses rekrutmen dan penetapan calon peserta berdasarkan data dalam database NUPTK Nomor Unik Pendidik dan Tenaga Kependidikan. Permasalahan yang sering terjadi adalah pada proses rekrutmen calon peserta sertifikasi. Banyak guru yang secara profil individu seharusnya layak ikut sertifikasi tetapi secara data dan persyaratan tidak layak. Ini dikarenakan yang bersangkutan tidak menyadari jika kualitas data dan persyaratan yang dimiliki tidak memenuhi syarat. Maka sangat dibutuhkan adanya nominasi peserta yang dapat membantu para guru dan dinas pendidikan kab-kota dalam menyiapkan gurunya untuk dapat menjadi peserta sertifikasi guru. Metode yang digunakan adalah Self-Organizing Maps SOM merupakan salah satu algoritma Jaringan Syaraf Tiruan Neural Network terbaik. SOM adalah jaringan syaraf tiruan yang unsupervised tidak terawasi dan mempunyai kemampuan untuk mengelola data-data input tanpa harus memiliki data sebagai target. Hasil dari penelitian ini menunjukkan bahwa metode Self-Organizing Maps mampu menghasilkan visualisasi peta kelompok nominasi sertifikasi guru.


ABSTRACT

One of the governmentss program to improve the quality of education is to develop teachers as professionals in basic secondary and early childhood education at the formal education that was appointed in accordance with the legislation. The recognition of the teachers position as professionals is proved by the teachers certificates. One of the important part of teacher certification is the process of recruitment and determination of potential participants based on data in the database NUPTK Unique Number Teachers and Education Personnel. Problems that often happens is in the process of recruiting candidates for certification. Many teachers based on individual profiles should be allowed to be the participant of the certification but based on the data and the criteria could be not. requirements but is not feasible. This is because they are unaware if the quality of data and requirements are not qualified. Therefore the nomination of the participant is needed help the teachers and the education district comittee in preparing their teachers to be participant of certification. Method used is Self-Organizing Maps SOM that is one of the best of the Artificial Neural Network algorithm. The SOM is artificial neural network unsupervised and has ability to manage input data without target data. The results of the research proved that the SOM can produce map visualization of the teacher certification cluster nomination.



KeywordsJaringan syaraf tiruan unsupervised, sertifikat pendidik, NUPTK, self organizing maps
 
Subject:  Pendidik
Contributor
  1. Mochamad Hariadi, ST., M.Sc., Ph.D
  2. Dr. I Ketut Eddy Purnama., ST., MT.
Date Create: 16/08/2012
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-paper-22003120000069
Collection ID: 22003120000069
Call Number: RTE 006.32 Ari s


Source
Paper and Presentation, Electrical ENgineering, RTE 006.32 Ari s , 2012

Coverage
ITS Community

Rights
Copyright @2012 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library




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ITS-paper-22003120000069-20711.pdf




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