Akademika
Vol 15 No 2 (2023): Jurnal Akademika

KRITERIA PENYAKIT TANAMAN KARET DENGAN METODE FORWARD CHAINING BERBASIS WEBSITE: Expert System, Forward Chaining, Diagnosis, Diseases of Rubber Plants

Mulyadi (Unknown)
Natia Utari, Dini (Unknown)



Article Info

Publish Date
29 Apr 2023

Abstract

Like most plantation crops in general, rubber can be attacked by various diseases originating from fungi, pests, animals and even cancer cells. For that we need a method that is able to diagnose rubber disease. In previous studies related to plant disease diagnoses, among others, using the forward chaining method, certainty factor method and forward chaining. This study develops an analysis of the results of the diagnosis of rubber plant diseases using the expert system method. The choice of this method states that the Expert System method is capable of intuitively resembling the way the human brain works. With this method, it is hoped that the diagnosis of rubber plant diseases can assist farmers in detecting symptoms earlier so that the productivity of rubber plantations can be achieved. increase. The results of the research in the calculations carried out to diagnose rubber plant diseases, as many as 161 rubber plant object data are complemented by 33 identity symptoms and diagnoses from plantation data, then testing 60 rubber plant data without a diagnostic label, the accuracy value is obtained. of 81.28%. Likewise, testing by randomizing training data with Cross Validation obtained close results.

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Journal Info

Abbrev

akademika

Publisher

Subject

Computer Science & IT

Description

Jurnal Akademika merupakan media publikasi hasil penelitian dari para akademisi serta praktisi yang berkenaan dengan teknologi informasi dengan beberapa topik bahasan meliputi sistem informasi, jaringan komputer, keamanan sistem, multimedia, kecerdasan buatan, dan sistem pakar. Jurnal Akademika ...