Implementation of Expert System to Diagnose Pregnancy Disorders using Fuzzy Expert System Method

S. Putri, A. Alamsyah, I. Akhlis
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Abstract

The process of problem analysis can be carried out by a computer system that has included a knowledge base and a set of rules from an expert, known as an expert system. One of the problems that the expert system can solve is to diagnose pregnancy disorders. This study aims to determine how to design an expert system by adopting a doctor's expertise with the fuzzy expert system method. The data used in this study were 46 data obtained from the medical records from Tugurejo Hospital in Semarang City. The variables used were general symptoms and pregnancy disorders. The result of this research is the implementation of the fuzzy expert system to diagnose pregnancy disorders. The level of system accuracy generated from the scenario of 26 data as training data and 20 data as test data is equal to 95%.
用模糊专家系统方法实现妊娠障碍诊断专家系统
问题分析的过程可以由一个计算机系统来执行,这个系统包括一个知识库和一套专家的规则,称为专家系统。专家系统可以解决的问题之一是妊娠障碍的诊断。本研究的目的是利用模糊专家系统的方法,确定如何采用医生的专业知识来设计专家系统。本研究中使用的数据来自三宝垄市Tugurejo医院的医疗记录中的46个数据。使用的变量是一般症状和妊娠障碍。本研究的成果是实现模糊专家系统对妊娠障碍的诊断。26个数据作为训练数据,20个数据作为测试数据的场景生成的系统准确率水平为95%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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