JURNAL MEDIA INFORMATIKA BUDIDARMA
Vol 7, No 3 (2023): Juli 2023

Expert System for Pineapple Fruit Diseases Using Bayes' Theorem

Ade Pujianto (Yogyakarta Amikom University, Yogyakarta)
Raditya Wardhana (Yogyakarta Amikom University, Yogyakarta)
Acihmah Sidauruk (Yogyakarta Amikom University, Yogyakarta)
Ria Andriani (Yogyakarta Amikom University, Yogyakarta)



Article Info

Publish Date
31 Jul 2023

Abstract

Expert systems are a branch of artificial intelligence that utilizes specialized knowledge to solve problems at the level of an expert. In the field of agriculture, expert systems are used for diagnosing plant diseases. In this research, an expert system was designed and developed with the aim of assisting pineapple farmers in determining the diagnosis of diseases based on the main symptoms observed in the plants. To overcome knowledge uncertainty, the Bayesian probability method was employed in this expert system. The diagnostic process begins with a consultation session, where the system asks relevant questions to the farmers based on the observed symptoms in the pineapple plants. The ultimate outcome of this study is an expert system capable of diagnosing diseases in pineapple plants and providing effective solutions with an accuracy rate of 93.34%. Additionally, the system provides probability values for each diagnosed disease, indicating the system's confidence level in the identified diseases, and offers treatment recommendations or solutions to the pineapple farmers.

Copyrights © 2023






Journal Info

Abbrev

mib

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering

Description

Decission Support System, Expert System, Informatics tecnique, Information System, Cryptography, Networking, Security, Computer Science, Image Processing, Artificial Inteligence, Steganography etc (related to informatics and computer ...