Diagnosis of Parasitic Diseases in Animals Cat Using Bayes Theorem Method

Authors

  • Salsabila Khairunisa STMIK KAPUTAMA
  • Yani Maulita STMIK KAPUTAMA
  • Magdalena Simanjuntak STMIK KAPUTAMA

DOI:

https://doi.org/10.59934/jaiea.v3i1.265

Keywords:

Cats, Parasites, Expert Systems, Bayes Theorem.

Abstract

Cats are one of the most popular pets in the world, including Indonesian people who like to keep cats as pets, and even become a hobby for cat lovers. Diseases that often attack cats are caused by parasites, namely worms and fleas. Parasites that attack cats are grouped into two, namely ectoparasites and endoparasites. expert system which is a computer program , which is able to store knowledge and rules like an expert . With the help of an expert system, someone who is lay or not an expert in a particular field will be able to answer questions, solve problems, and make decisions that are usually made by an expert . The Bayes Theorem method can be applied to diagnose parasitic diseases in cats based on input symptoms chosen by the users, the system can perform analysis based on predetermined rules or knowledge base. Based on the probability value of each symptom and disease that has been made, the system can diagnose parasitic diseases in cats with different accuracy results, the highest value or percentage which is the result of the diagnosis of the parasitic disease. From the results of trials conducted by the expert system for diagnosing parasitic diseases in cats using the Bayes Theorem method, the highest value was obtained, namely the type of parasitic disease Flea Disease (P03) with a percentage of 38.66%.

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References

P. Ananda, AMH Pardede, and BS Ginting, "The Bayes Method in Diagnosing Student Bullying Behavior in Salapian District," in Kaputama Informatics Journal, 2022, vol 6, no.3.

F. Razi, "Expert System Using the Bayes Method for Analysis of Oral Disease in Cats," in Journal of Information Systems and Technology, 2022, vol.4, no.2 .

Y. Yanti, and Sulindawaty, "Expert System for Diagnosing Persian Cat Disease with the Bayes Theorem Method," in Journal of Computer Science and Information Systems, 2018, vol.1, no.2.

AR Handoko, "Designing an Expert System for Suspicious Financial Transaction Analysis Using the Forward Chaining Method," in Simmetris Journal, 2019, vol.10, no.2 .

P. Batarius, and F. Tedy, "Bayes Method Approach To Determine Types Of Diseases In Pigs," in Scientific Journal Widya Teknik, 2017, vol.16, no.

IA Putri, N. Fauziah, and Y. Atifah, "Analysis of Changes in the Behavior of Female Angora Cats (Felis catus) During Pregnancy," in Proceedings of SEMNAS BIO, 2021

HCP Wardhani, I. Rahmawati and MY Kurniabudhi, "Detection and Prevalence of Cat Feces Worm Eggs in the City of Surabaya", in Journal of Biosains, 2021, vol.7, no.2.

D. Widyana, AF Boy and R. Mahyuni, "Application of the Bayes Theorem Method for Diagnosing Gastroenteritis in Lion Head Rabbits", in Cyber Tech Journal, 2018, vol.1 no.1.

M. Ramadhan, Z. Lubis, A. Pranata, NB Nugroho and K. Erwansyah, "Expert System for Diagnosing Eye Disease in Dogs Using Bayes' Theorem", this Journal of Information Systems Technology and Computer Systems TGD, 2023, vol. 6 no. 1.

E. Sitepu, M. Simanjuntak and H. Khair, "Expert System for Diagnosing Blood Disorders in Humans Using the Web-Based Bayes Method", in Informatics Engineering Journal (JTIK), 2022, vol.6 no.1.

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Published

2023-10-15

How to Cite

Khairunisa, S., Maulita, Y., & Simanjuntak, M. (2023). Diagnosis of Parasitic Diseases in Animals Cat Using Bayes Theorem Method. Journal of Artificial Intelligence and Engineering Applications (JAIEA), 3(1), 102–110. https://doi.org/10.59934/jaiea.v3i1.265