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ITS » Undergraduate Theses » Teknologi Informasi - D4
Posted by ansi@its.ac.id at 26/05/2011 13:56:51  •  4241 Views


SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN JURUSAN SMK MENGGUNAKAN NEURO FUZZY

DECISION SUPPORT SYSTEM FOR CHOOSING SMK MAJORS USING NEURO FUZZY

Author :
ARIANI, PEPI DWI  ( 7406040016 )




ABSTRAK

Semakin bayak jurusan pada tingkat SMK membuat siswa sulit menentukan jurusan yang tepat sesuai dengan kemampuan yang dimiliki. Kebanyakan siswa hanya mengikuti teman untuk memilih jurusan sehingga memungkinkan siswa merasa tidak cocok setelah masuk jurusan tersebut. Oleh karena itu dibutuhkan suatu sistem pendukung keputusan yang dapat melakukan perhitungan nilai kemampuan serta minat yang dimiliki siswa untuk membantu menentukan jurusan dan SMK yang tepat. Sistem ini mengimplementasikan metode Neuro-Fuzzy Integrasi sistem fuzzy dan jaringan syaraf yaitu metode yang menggunakan jaringan syaraf tiruan untuk mengimplementasikan sistem inferensi fuzzy. Sistem membutuhkan beberapa masukan berupa nilai kemampuan dan minat siswa. Hasil dari sistem berupa nilai rekomendasi yang sesuai dengan nilai kemampuan dan minat yang dimiliki.


ABSTRACT

Many available majors at the level of vocational schools make students dificult to determine the appropriate majors with his ability. Most students just followed their friends to choose the majors that can cause students feel does not match after entering the majors. Therefore we need a decision support system that can perform calculation of values abilities and interests owned by the students to help determine the appropriate majors and SMK. This system implements Neuro-Fuzzy method integration of fuzzy systems and neural networks. Neuro-Fuzzy is a method that uses neural networks to implement fuzzy inference systems. The system requires some form of input values abilities and interests of students. Results from the system is recommendation value which is consistent within students value abilities and interests.



KeywordsSistem Pendukung Keputusan; Neuro-Fuzzy; Jaringan Syaraf Tiruan
 
Subject:  sistem pendukung keputusan
Contributor
  1. Entin Martiana K, S.Kom, M.Kom
  2. Dwi Kurnia Basuki, S.Si, M.Kom
Date Create: 09/08/2010
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-Undergraduate-3100010040743
Collection ID: 3100010040743
Call Number: RSEP 658.403 Ari s


Source
Undergraduate Thesis, Informatics, RSEP 658.403 Ari s, 2010

Coverage
ITS Community

Rights
Copyright @2010 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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  1.  ITS-Undergraduate-14627-abstract-idpdf.pdf - 443 KB
  2.  ITS-Undergraduate-14627-abstract-enpdf.pdf - 444 KB
  3.  ITS-Undergraduate-14627-conclusionpdf.pdf - 446 KB
  4.  ITS-Undergraduate-14627-paperpdf.pdf - 951 KB




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