Web-Based Expert System Application for Early Diagnosis of HIV/AIDS Using the Naive Bayes Method

AIDS is a progressive decrease in the immune system so that opportunistic infections can appear and end in death, therefore the author created an early diagnosis system for HIV/AIDS using the website-based Naïve Bayes algorithm. Naïve Bayes is a simple probability classification that can calculate all possibilities by combining a number of combinations and frequencies of a value from the database obtained.the results of the research obtainedThe naïve Bayes algorithm can be implemented for early diagnosis of HIV/AIDS by means that the existing HIV/AIDS symptom data is adjusted to the patient's symptom data processed using the naïve Bayes algorithm and then it is concluded what the symptoms are and What is the solution.

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Publication Details

Journal
Journal of Advanced Computer Knowledge and Algorithms
Published
2024-10-01
DOI
https://doi.org/10.29103/jacka.v1i4.17809
Primary Topic
Edcuational Technology Systems
Type
article
Field-Weighted Citation Impact
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article

Web-Based Expert System Application for Early Diagnosis of HIV/AIDS Using the Naive Bayes Method

Zara Yunizar, Rizal Tjut Adek, Sri Purwani Aisah
Journal of Advanced Computer Knowledge and Algorithms
Edcuational Technology Systems
article

Web-Based Expert System Application for Early Diagnosis of HIV/AIDS Using the Naive Bayes Method

Zara Yunizar, Rizal Tjut Adek, Sri Purwani Aisah
article en

Abstract

AIDS is a progressive decrease in the immune system so that opportunistic infections can appear and end in death, therefore the author created an early diagnosis system for HIV/AIDS using the website-based Naïve Bayes algorithm. Naïve Bayes is a simple probability classification that can calculate all possibilities by combining a number of combinations and frequencies of a value from the database obtained.the results of the research obtainedThe naïve Bayes algorithm can be implemented for early diagnosis of HIV/AIDS by means that the existing HIV/AIDS symptom data is adjusted to the patient's symptom data processed using the naïve Bayes algorithm and then it is concluded what the symptoms are and What is the solution.

Journal of Advanced Computer Knowledge and AlgorithmsVol. 1(4)
Openalex Percentile: Top 85%
Edcuational Technology Systems
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