专家系统的实现,使用皮尔逊相关分析(r)及早发现COVID变体OMICRON

Noviyanti P, Fra Siskus Dian Arianto, Benedhikta Kikky Vuspitasari
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引用次数: 0

摘要

冠状病毒病,通常被称为Covid-19,是一种传播速度非常快且危险的病毒。Covid-19随后突变为Covid Omicron。据世卫组织称,截至2021年12月15日,已在57个国家发现了Covid - Omicron变体。新冠病毒的出现,即Covid Omicron,是对世界的新威胁,因为与其他变体相比,这种变体的传播速度非常快。开展这项研究的目的是测试使用Pearson相关分析(r)的专家系统是否可以检测到早期的Covid - Omicron。Covid Omicron的早期检测是通过将与Covid Omicron相关的知识转移到计算机中,然后计算患者数据与专家信息数据之间的相关性(????),然后通过确定t_count进行分析,比较t_count与t_table,并从已经完成的Pearson相关分析()中得出假设。基于已有的研究,使用Pearson相关分析(r)的新冠肺炎早期检测系统可以提供输入变量(x)和输出变量(y)之间的联系,并通过人工分析和系统分析之间的实验证明,两者可以提供相同的良好输出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IMPLEMENTASI SISTEM PAKAR UNTUK DETEKSI DINI COVID VARIAN OMICRON MENGGUNAKAN ANALISIS KORELASI PEARSON (r)
Corona Virus Disease, which is often known as Covid-19, is a virus whose transmission is very fast and dangerous. Covid-19 then mutated into Covid Omicron. According to WHO, the Covid Omicron variant has been detected in 57 countries (15 December 2021). The emergence of a new variant of Covid, namely Covid Omicron, is a new threat to the world because the spread of this variant of Covid is quite fast compared to other variants. The purpose of conducting this research is to test whether an Expert System using Pearson Correlation Analysis (r) can detect early Covid Omicron. Early detection of Covid Omicron is done by transferring knowledge related to Covid Omicron into a computer, then calculating the correlation (????) between patient data and information data from experts, then analyzing it by determining t_count, comparing t_count with t_table, and concluding the hypothesis from Pearson's correlation analysis ( ) that has been done. Based on the research that has been done, the Covid-19 early detection system using Pearson correlation analysis (r) can provide a link between input variables (x) and output variables (y) with proof through experiments between manual analyzes and system analysis that can provide the same good output.
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