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September 23, 2025Scientific Journal of InformaticsOpen Access

Comparative Analysis: Accuracy of Certainty Factor and Dempster Shafer Methods in Expert Systems for Tropical Disease Diagnosis

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Authors

NYNovі YantіFIFitri InsaniOOOkfalisa Okfalisa

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Overview

Assessment shows Certainty Factor achieved 90% accuracy compared to Dempster Shafer’s 70% in diagnosing tropical diseases.

Key Points

  • Certainty Factor method achieved an accuracy probability value of up to 90%, outperforming Dempster Shafer's 70%.
  • The study involved interviews and literature review to understand Neglected Tropical Diseases thoroughly.
  • Expert systems utilizing these methods can significantly enhance early diagnosis of tropical diseases.
  • Both methods integrate expert knowledge but differ in incorporating patient input for accuracy.

Cite This Study

Yantі et al. (2025) studied this question.

synapsesocial.com/papers/68d4757f31b076d99fa6ce95https://doi.org/10.15294/sji.v12i3.28047
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