Journal of Intelligent Decision Support System (IDSS)
Vol 4 No 4 (2021): December: Intelligent Decision Support System (IDSS)

Expert System Diagnosing Diabetes Using the Web-Based Dempster Shafer Method

Siti Ilya Suwella (STMIK Pelita Nusantara)
Fristi Riandari (STMIK Pelita Nusantara)



Article Info

Publish Date
01 Dec 2021

Abstract

Diabetes is a very dangerous disease because diabetes can attack other organs of the body so that it can cause death. This is due to the lack of technology-based information that can help determine the symptoms of diabetes. With the limited number of diabetes experts, an expert system is needed to diagnose diabetes. The method applied to the system is the Dempster Shafer method, by determining 17 symptoms and 3 types of disease, as well as compiling a rule base in determining the relationship of each symptom so that the results in the calculation achieve 100% accurate results. This method has 5 steps in its completion. The results showed that the Dempster Shafer method could be used to diagnose the symptoms of diabetes. So that the existence of this system can help the wider community in finding information about the symptoms of diabetes.

Copyrights © 2021






Journal Info

Abbrev

jidss

Publisher

Subject

Computer Science & IT

Description

An intelligent decision support system (IDSS) is a decision support system that makes extensive use of artificial intelligence (AI) techniques. Use of AI techniques in management information systems has a long history – indeed terms such as "Knowledge-based systems" (KBS) and "intelligent ...