Penerapan Jaringan Syaraf Tiruan Backpropagation Dalam Sistem Pakar Diagnosa Virus TORCH

Erwin Gunawan Walker, David David

Abstract


Virus TORCH is an acronym of the virus Toxoplasma, Rubella, Cytomegalo virus, and Herpes. TORCH virus causes many children born with disabilities. The purpose of this study is to generate and build an expert system software that can help the patient in making an early diagnosis of the TORCH virus, in order to reduce the risk of children born with disabilities caused by this virus. Method research design is a case study and interviews in finding out about the TORCH virus. This expert system making use of Visual Basic .NET in the making of the application. An expert system is paired with a forward chaining neural network Backpropagation as decision-making. This expert system featuring a large selection of symptoms that can be selected user, where each choice of symptoms will bring the user to the selection of the next symptom to get the final result. While the database used is MySQL. Design model used is UML (Unfield Modeling Language) and flowchart. Its design method is a prototype and testing software using black box testing systems have been built. The results of this study is to help the public to better understand and know TORCH suffered virus so that it can be treated promptly to avoid the children who are born with disabilities. Suggestions in the future is that this expert system can be online

Keywords


Expert System; Backpropagation; Forward Chaining; TORCH Virus

Full Text:

PDF (Indonesian)

References


Indrawaty, Y., Hermana, A. N., & Ramadhan, A. IMPLEMENTASI MODEL BACKPROPAGATION DALAM MENGENALI POLA GAMBAR UNTUK MENDIAGNOSE PENYAKIT KULIT.

Aryasa, K. EXPERT SYSTEM DIAGNOSA JENIS PENYAKIT GIGI MENGGUNAKAN JARINGAN SARAF TIRUAN BACKPROPAGATION.

Dian, P. (2008). SISTEM DETEKSI PENYAKIT PENGEROPOSAN TULANG DENGAN METODE JARINGAN SYARAF TIRUAN BACKPROPAGATION DAN REPRESENTASI CIRI DALAM RUANG EIGEN. Jurnal CommIT, 2(01).

Arhami, M. (2005). Konsep dasar sistem pakar. Yogyakarta: Andi, 6-7.

Haryanto, A. (2003). Membuat Aplikasi Sederhana dengan Microsoft Access. Informatika, Jakarta.

Nugroho, E. P. dkk. 2009. Rekayasa Perangkat Lunak.

Roger, P. (2002). Rekayasa Perangkat Lunak. Metode Prototyping.

Siang, J. J., Tiruan, J. S., & Matlab, P. M. (2005). Andi Offset.

Kusrini, S. (2006). Kom. Sistem Pakar, Teori dan Aplikasi. Penerbit Andi Yogyakarta.

Simarmata, J. (2010). Rekayasa Perangkat Lunak. Penerbit Andi.




DOI: http://dx.doi.org/10.30700/jst.v10i1.947

Article Metrics

Abstract view : 984 times
PDF (Indonesian) - 796 times

Refbacks

  • There are currently no refbacks.


Copyright (c) 2020 SISFOTENIKA

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Badan Pengelola Jurnal Ilmiah Sistem Informasi dan Teknik Informatika (SISFOTENIKA) STMIK Pontianak.

 

Jurnal Ilmiah SISFOTENIKA terindex di :


   

   

  

    

    

    

   

 

 

 

ISSN Printed : 2087-7897

ISSN Online : 2460-5344


SERTIFIKAT PENGHARGAAN :

Jurnal Ilmiah SISFOTENIKA Terakreditasi Peringkat Empat

 

Partners & Co-Organizers:




Lisensi Creative Commons

Jurnal Ilmiah SISFOTENIKA: STMIK Pontianak Online Journal ISSN Printed (2087-7897) - ISSN Online (2460-5344) licensed under a Lisensi Creative Commons Atribusi 4.0 Internasional. Flag Counter

View My Stats>