IMPLEMENTATION OF THE FORWARD CHAINING AND CERTAINTY FACTOR METHOD TO EXAMINE THE COVID-19 VACCINATION ELIGIBILITY

Herlina, Herlina and Yosephi, Valensa and Hazriani, Hazriani (2021) IMPLEMENTATION OF THE FORWARD CHAINING AND CERTAINTY FACTOR METHOD TO EXAMINE THE COVID-19 VACCINATION ELIGIBILITY. ILKOM Jurnal Ilmiah, 13 (3). pp. 307-313. ISSN P-ISSN: 25487779, E-ISSN: 25487779

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Abstract

Screening for the COVID-19 vaccination is an important and mandatory step to ensure the eligibility status of each candidate for vaccination. The main obstacle experienced was the ineffective screening process (a long process) that resulted in the accumulation of patients. Sometimes it takes one to two hours from registration to receiving the vaccination paper. This situation certainly causes discomfort for both participants and vaccinators. Therefore, an expert system is needed to overcome these obstacles. The expert system plays a role in simplifying the service flow and shortening service time. This article discusses the application of the Forward Chaining method to formulate screening parameters to be used to determine vaccination eligibility accurately. Based on interviews with experts (expert doctors who handle vaccination), 12 rules were obtained from formulating 20 historical parameters, which served as a knowledge base for the Covid-19 vaccination screening expert system. The test was carried out by comparing the results of expert screening diagnoses with an expert system using 15 samples of test data. The test results using the Certainty Factor method show that the confidence level is 84% to 99%.

Item Type:	Article
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Depositing User:	Dr. Eng. Hazriani S.Kom., M.T.
Date Deposited:	17 Jun 2022 03:27
Last Modified:	17 Jun 2022 03:27
URI:	http://repo.handayani.ac.id/id/eprint/133

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