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ITS » Paper and Presentation » Teknik Elektro - Telematika S2
Posted by dee@its.ac.id at 10/12/2013 12:47:21  •  1571 Views


CLUSTERING PENCAPAIAN KARAKTER SISWA MENGGUNAKAN SELF ORGANIZING MAPS

THE ACHIEVEMENT OF STUDENT CHARACTER IN CLUSTERING SELF ORGANIZING MAPS

Author :
TOHA, MUHAMMAD ( 2211206703 )




ABSTRAK

Pengolahan data secara cepat efisien dan efektif di era teknologi seperti saat ini sangat diperlukan oleh setiap instansi guna mendukung pengambilan keputusan. Salah satunya adalah pengolahan data nilai karakter siswa sebagai bagian dari pelaksanaan evaluasi pendidikan karakter di sekolah. Pengolahan data nilai karakter siswa untuk mendapatkan informasi yang penting dan berguna dalam merencanakan langkah-langkah strategis dan pengambil kebijakan anak didik di sekolah sampai saat ini masih menggunakan cara yang konvensional. Sehingga diperlukan metode yang dapat mengolah data pencapaian karakter siswa secara cepat efektif dan efisien. Pada penelitian ini akan digunakan metode clustering Self Organizing Maps untuk mengolah data nilai karakter siswa. Data yang digunakan adalah nilai karakter siswa SMK Negeri 1 Kamal yang meliputi nilai karakter Jujur Tanggung Jawab Berprestasi Kreatif Disiplin Gemar Membaca Religius Peduli Bersih dan Semangat kebangsaan. Setelah dinormalisasi data tersebut dijadikan sebagai input pada metode yang digunakan. Hasil dari penelitian ini menunjukkan bahwa metode Clustering Self Organizing Maps mampu menghasilkan visualisasi tingkat pencapaian karakter siswa berdasarkan parameter yang telah ditentukan.


ABSTRACT

In the technology era efficient and effective of the processing data are required for each agency in order to support decision making. One of the character value in processing students data as part of the evaluation of character education at schools make this data value as an important information and useful in strategic planning and policy makers for the students in the school. It still uses conventional way. So it needs good methods to process achievement data of the student character rapidly effectively and efficiently. This research will use the Clustering Self Organizing Maps Method for data processing students character value. The data used is the character value of the students of SMK Negeri 1 Kamal which includes of the value of honesty character Responsibility Achievement Creative Discipline Joy of Reading Religious Care Clean and national spirit. Once normalized the data is used as input to the methods used. The results of this study indicate that the Clustering Self Organizing Maps Method capable of producing visualizations character achievement levels of students based On the parameters that you have specified.



KeywordsKarakter; Pendidikan Karakter; Clustering; Self Organizing Maps
 
Subject:  Pemrograman komputer;Pendidikan moral
Contributor
  1. DR. I Ketut Eddy Purnama, ST., MT
  2. DR. Surya Sumpeno, ST., M.Sc
Date Create: 01/02/2013
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-paper-22021130002890
Collection ID: 22021130002890
Call Number: RTE 003.7 Toh c


Source
Paper and Presentation of Electrical Engineering, RTE 003.7 Toh c, 2013

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Copyright @2013 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-22021130002890-28221.pdf




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