Infectious Disease Expert System Using Dempster Shafers With Recommendations for Health Services
| Main Authors: | Istiadi, Istiadi, Emma Budi Sulistiarini, Rudy Joegijantoro, Dedi Usman Effendy |
|---|---|
| Format: | Article info application/pdf Journal |
| Bahasa: | eng |
| Terbitan: |
Ikatan Ahli Informatika Indonesia (IAII)
, 2020
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| Subjects: | |
| Online Access: |
http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332 http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332/197 |
| ctrlnum |
article-1332 |
|---|---|
| fullrecord |
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<dc schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><title lang="en-US">Infectious Disease Expert System Using Dempster Shafers With Recommendations for Health Services</title><title lang="id-ID">Sistem Pakar Penyakit Menular Menggunakan Dempster Shafer Dengan Rekomendasi Tempat Layanan Kesehatan</title><creator>Istiadi, Istiadi</creator><creator>Emma Budi Sulistiarini</creator><creator>Rudy Joegijantoro</creator><creator>Dedi Usman Effendy</creator><subject lang="en-US">expert system, infectious diseases, dempster-shafers, positioning, online system.</subject><subject lang="id-ID">sistem pakar, penyakit menular, dempster-shafer, pemosisian, sistem daring.</subject><description lang="en-US">Delay in the handling of a type of disease can pose a risk for someone who has the surrounding environment. Often the casualties are caused by people's ignorance of the spread of dangerous infectious diseases. People's ignorance as an action that must be done immediately and where to do to get help. Thus it is necessary to build an application of an expert system that can diagnose infectious diseases, provide recommendations for disease management, and provide recommendations for appropriate and acceptable health services. The system was built to diagnose six types of infectious diseases that are of particular concern to Malang City. Various infectious diseases with similar symptoms that appear will lead to the possibility of a diagnosis and many possibilities for diagnosis. The Dempster Shafer method is an approved one that can be used in overcoming these factors. The disease expert consultation system application using the Dempster Shafer method obtained an accuracy test result of 88.5%. While the system usability test obtained results, 76% agreed to system reliability, 85% strongly agreed to system efficiency, 83% strongly agreed to ease for use system, and 79% agreed to accurate system.
&nbsp;</description><description lang="id-ID">Keterlambatan penanganan terhadap suatu jenis penyakit dapat menimbulkan resiko baik bagi seseorang maupun lingkungan sekitarnya. Seringkali jatuhnya korban disebabkan karena ketidaktahuan masyarakat atas terjangkitnya suatu penyakit menular yang berbahaya. Ketidaktahuan masyarakat itu seperti tindakan apa yang harus segera dilakukan dan kemana seharusnya untuk mendapatkan bantuan atau pertolongan. Dengan demikian perlu dibangun suatu aplikasi sistem pakar yang dapat mendiagnosis jenis penyakit menular, memberikan rekomendasi penanganan penyakit, dan memberikan rekomendasi tempat layanan kesehatan yang dapat segera dijangkau. Sistem yang dibangun bertujuan untuk mendiagnosis enam jenis penyakit menular yang menjadi perhatian khusus di Kota Malang. Beragam penyakit menular dengan kemiripan gejala yang muncul akan menimbulkan ketidakpastian dan menyebabkan ditemukannya banyak kemungkinan diagnosis. Metode dempster shafer merupakan salah satu pendekatan sesuai yang dapat digunakan dalam mengatasi faktor ketidakpastian tersebut. Aplikasi sistem pakar konsultasi penyakit menggunakan metode dempster shafer memperoleh hasil uji akurasi sebesar 88.5%. Sementara uji ketergunaan sistem memperoleh hasil, sebanyak 76% menyatakan setuju terhadap reliability sistem, 85% sangat setuju terhadap efficiency sistem, 83% sangat setuju terhadap ease for use sistem, dan 79% setuju terhadap accurate sistem.</description><publisher lang="en-US">Ikatan Ahli Informatika Indonesia (IAII)</publisher><date>2020-02-01</date><type>Journal:Article</type><type>Other:info:eu-repo/semantics/publishedVersion</type><type>Journal:Article</type><type>Journal:Article</type><type>File:application/pdf</type><identifier>http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332</identifier><identifier>10.29207/resti.v4i1.1332</identifier><source lang="en-US">Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 4 No 1 (2020): Februari 2020; 17 - 27</source><source lang="id-ID">Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 4 No 1 (2020): Februari 2020; 17 - 27</source><source>2580-0760</source><language>eng</language><relation>http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332/197</relation><rights lang="en-US">Copyright (c) 2020 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)</rights><rights lang="en-US">http://creativecommons.org/licenses/by/4.0</rights><recordID>article-1332</recordID></dc>
|
| language |
eng |
| format |
Journal:Article Journal Other:info:eu-repo/semantics/publishedVersion Other File:application/pdf File Journal:Journal |
| author |
Istiadi, Istiadi Emma Budi Sulistiarini Rudy Joegijantoro Dedi Usman Effendy |
| title |
Infectious Disease Expert System Using Dempster Shafers With Recommendations for Health Services |
| publisher |
Ikatan Ahli Informatika Indonesia (IAII) |
| publishDate |
2020 |
| topic |
expert system infectious diseases dempster-shafers positioning online system sistem pakar penyakit menular dempster-shafer pemosisian sistem daring |
| url |
http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332 http://jurnal.iaii.or.id/index.php/RESTI/article/view/1332/197 |
| contents |
Delay in the handling of a type of disease can pose a risk for someone who has the surrounding environment. Often the casualties are caused by people's ignorance of the spread of dangerous infectious diseases. People's ignorance as an action that must be done immediately and where to do to get help. Thus it is necessary to build an application of an expert system that can diagnose infectious diseases, provide recommendations for disease management, and provide recommendations for appropriate and acceptable health services. The system was built to diagnose six types of infectious diseases that are of particular concern to Malang City. Various infectious diseases with similar symptoms that appear will lead to the possibility of a diagnosis and many possibilities for diagnosis. The Dempster Shafer method is an approved one that can be used in overcoming these factors. The disease expert consultation system application using the Dempster Shafer method obtained an accuracy test result of 88.5%. While the system usability test obtained results, 76% agreed to system reliability, 85% strongly agreed to system efficiency, 83% strongly agreed to ease for use system, and 79% agreed to accurate system.
Keterlambatan penanganan terhadap suatu jenis penyakit dapat menimbulkan resiko baik bagi seseorang maupun lingkungan sekitarnya. Seringkali jatuhnya korban disebabkan karena ketidaktahuan masyarakat atas terjangkitnya suatu penyakit menular yang berbahaya. Ketidaktahuan masyarakat itu seperti tindakan apa yang harus segera dilakukan dan kemana seharusnya untuk mendapatkan bantuan atau pertolongan. Dengan demikian perlu dibangun suatu aplikasi sistem pakar yang dapat mendiagnosis jenis penyakit menular, memberikan rekomendasi penanganan penyakit, dan memberikan rekomendasi tempat layanan kesehatan yang dapat segera dijangkau. Sistem yang dibangun bertujuan untuk mendiagnosis enam jenis penyakit menular yang menjadi perhatian khusus di Kota Malang. Beragam penyakit menular dengan kemiripan gejala yang muncul akan menimbulkan ketidakpastian dan menyebabkan ditemukannya banyak kemungkinan diagnosis. Metode dempster shafer merupakan salah satu pendekatan sesuai yang dapat digunakan dalam mengatasi faktor ketidakpastian tersebut. Aplikasi sistem pakar konsultasi penyakit menggunakan metode dempster shafer memperoleh hasil uji akurasi sebesar 88.5%. Sementara uji ketergunaan sistem memperoleh hasil, sebanyak 76% menyatakan setuju terhadap reliability sistem, 85% sangat setuju terhadap efficiency sistem, 83% sangat setuju terhadap ease for use sistem, dan 79% setuju terhadap accurate sistem. |
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