Expert System With Certainty Factor For Early Diagnosis Of Red Chili Peppers Diseases

Author:

Agus Fahrul,Wulandari Hernanda Eka,Astuti Indah Fitri

Abstract

Red chili peppers (Capsicum annuum L.) plants classified as fruit and vegetables spices (herbs), that almost all people consume it for everyday purposes. Not only used for household consumption, but also used in various industries as a raw material. Utilization as raw materials in various industry makes red chili as vegetable crops of high economic value and has a great prospect. But its diseases are complex enough for causing farmers hard to diagnose and resulted in reduced production levels. One solution to this problem is the establishment of an expert system that can help farmers to diagnose major diseases of red pepper plant in a practical and accurate. The purpose of this research is to make the application of expert systems for diagnosing diseases of red chili. This application uses forward chaining to diagnose disease and calculate the value of possibilities with Certainty Factor. This method is to prove whether a fact that certainly would not have been shaped or metrics that are typically used in an expert system. This method is suitable for expert systems to diagnose something uncertain. Certainty Factor expressed confidence in an event or factual hypothesis based on evidence or expert judgment. The results of research is in the form of an expert system application that can diagnose diseases of red pepper plants with enough accuracy and can help in overcoming the problem of crop failure. Based on the data taken from tests performed in this study, the system can diagnose red chili plant disease with high accuracy.

Publisher

Universitas Dian Nuswantoro

Subject

General Medicine

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Implementation of The Certainty Factor Method in The Expert System For Early Diagnosis of Dyslexia in Childhood;INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi;2023-02-10

2. Dynamic analysis of the mathematical model of the spread of the yellow virus on red chili plants with natural enemies;THE 4TH INTERNATIONAL CONFERENCE ON NUCLEAR ENERGY TECHNOLOGIES AND SCIENCES (ICoNETS) 2021;2022

3. Expert system for digital single lens reflex (DSLR) camera recommendation using forward chaining and certainty factor;INTERNATIONAL CONFERENCE ON MATHEMATICS, COMPUTATIONAL SCIENCES AND STATISTICS 2020;2021

4. An Expert System For Diagnosis Eye Diseases On Human Using Certainty Factor Method Based Web;SinkrOn;2020-10-01

5. Rule Based Method in Expert System for Detection Pests and Diseases of Corn;Journal of Physics: Conference Series;2020-07-01

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