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Innovation of an Expert System for Diagnosing Allergic Diseases in Children using the Web-based Certainty Factor Method

Authors

  • Rahmat Irsyada Politeknik Negeri Subang, Indonesia
  • Nita Cahyani Universitas Padjadjaran, Indonesia
  • Lailatul Badriyah Universitas Nahdlatul Ulama Sunan Giri, Indonesia

DOI:

10.47709/brilliance.v4i2.5204

Keywords:

Certainty Factor, Expert Systems, Diagnosis, Child Allergies, Artificial Intelligence

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Abstract

In this modern era, the development of computer technology has increased so rapidly. Currently the computer is a tool in helping to overcome all the problems encountered by humans, including in the field of health. With the existence of technology, of course, it will greatly facilitate the community to get health services and consultations. One of the technological developments is an expert system. An expert system is a branch of artificial intelligence (Artificial Intelligence), which is an application designed to use a computer that tries to imitate the reasoning process of an expert or expert in solving specific problems and making decisions or conclusions because to solve a problem and save it. in the knowledge base for processing. This expert system was created to assist experts in deciding diseases based on existing symptoms. The Certainty Factor method is a theory that can be used to solve uncertainty problems. Certainty Factor (CF) is a value to measure expert confidence. Certainty Factor was introduced by Shortliffe Buchanan in making the MYCIN expert system to show the amount of trust. This method can work well when there are problems that start from gathering and then gathering information and then being able to find conclusions that can be drawn from that information. The Certainty Factor method will be applied to accurately determine allergic health in children. If this method is applied, it can minimize the presence of allergic diseases suffered by dangerous children. And when you have an allergy, it can be treated immediately.

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ARTICLE Published HISTORY

Submitted Date: 2024-12-30
Accepted Date: 2024-12-31
Published Date: 2025-01-16

How to Cite

Irsyada, R., Cahyani, N., & Badriyah, L. (2025). Innovation of an Expert System for Diagnosing Allergic Diseases in Children using the Web-based Certainty Factor Method. Brilliance: Research of Artificial Intelligence, 4(2), 909-918. https://doi.org/10.47709/brilliance.v4i2.5204