Diagnosis Penyakit Tanaman Karet dengan Metode Fuzzy Mamdani

Paradigma - Jurnal Komputer dan Informatika

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Field Value
 
Title Diagnosis Penyakit Tanaman Karet dengan Metode Fuzzy Mamdani
 
Creator Hendrawan, Hendrawan
Haris, Abdul
Rasywir, Errissya
Pratama, Yovi
 
Subject Ilmu Komputer
Fuzzy, Mamdani, Evaluasi, Diagnosis
 
Description Like most plantation plants in general, rubber can be attacked by various diseases originating from fungi, pests, animals and even cancer cells. For that we need a method capable of diagnosing rubber disease. In previous research related to the diagnosis of plant diseases, among others, using the Dempster Shafer method, the Certainty factor method and forward chaining. This study developed an analysis of the results of the diagnosis of rubber plant disease using the Mamdany Fuzzy method. The choice of this method departs from research on fuzzy mamdany which states that the fuzzy mamdany method is able to resemble the intuitive way the human brain works. It is hoped that with this method, the diagnosis of rubber plant disease can help farmers detect symptoms earlier so that the productivity of rubber plantation products can be achieved. increased. This study used rubber plant disease data from the Jambi Provincial Plantation Office in Jambi City. From the results of calculations carried out in diagnosing rubber plant disease, as many as 161 rubber plant object data were equipped with 33 symptom identities and a diagnosis from plantation data, then tested 60 rubber plant data without a diagnostic label, we obtained an accuracy value of 81.28%. Likewise, testing by randomizing training data with Cross Validation obtained close results.
 
Publisher Universitas Bina Sarana Informatika
 
Contributor
 
Date 2020-09-10
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion

 
Format application/pdf
 
Identifier https://ejournal.bsi.ac.id/ejurnal/index.php/paradigma/article/view/8909
10.31294/p.v22i2.8909
 
Source Paradigma - Jurnal Komputer dan Informatika; Vol 22, No 2 (2020): Periode September 2020; 132-138
Paradigma - Jurnal Komputer dan Informatika; Vol 22, No 2 (2020): Periode September 2020; 132-138
2579-3500
1410-5063
 
Language eng
 
Relation https://ejournal.bsi.ac.id/ejurnal/index.php/paradigma/article/view/8909/pdf
 
Rights Copyright (c) 2020 Paradigma - Jurnal Komputer dan Informatika
https://creativecommons.org/licenses/by-nc-sa/4.0
 

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