Application of Fuzzy Quality on Dempster-shafer for Pest and Disease Diagnosing of Chili (Case Study on Tidal Swamp Land)

International Conference on Science and Innovated Engineering

工业技术（总论）;自然科学（总论）

Muliadi^1 ; Budiman, Irwan^1 ; Sofyan, Antar^2 ; Pratama, Muhammad Adhitya^3 ; Nurdin^3

Department of Computer Science, Faculty of Mathematics and Natural Sciences, Lambung Mangkurat University, Jl.A. Yani Km 35.8, South Kalimantan, Indonesia^1

Department of Plant Pests and Diseases, Faculty of Agriculture, Lambung Mangkurat University, Jl. A. Yani Km 35.8, South Kalimantan, Indonesia^2

Department of Education Administration, Faculty of Science Education, Indonesian Education University, Jl. Dr. Setiabudhi No. 229, Bandung West Java, Indonesia^3

关键词: Dempster-shafer;    Dempster-Shafer method;    Disease diagnosis;    Fuzzy methods;    Fuzzy qualities;    Fuzzy weight;    Fuzzyfication;    Plant disease;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/536/1/012125/pdf
DOI  :  10.1088/1757-899X/536/1/012125

来源: IOP

【 摘 要 】

Expert systems are usually used only to help get the results of a diagnosis faster. In the expert system, a method usually used to support a diagnosis process. In this research using the method of Fuzzy and Dempster-Shafer. Fuzzy methods used to find the scale of values belief a fact with fuzzyfication process, while the Dempster-Shafer method used to combine pieces of the facts to calculate the likelihood of an event. The purpose of this study was to determine whether the method of Fuzzy and Dempster-Shafer can be applied to the expert system to provide disease diagnosis chili. Where the results of the expert system will produce a presentation about the likelihood of diagnosis of plant diseases chili. Fuzzy weights obtained are Low 0.15, Medium 0.4 and High 0.65.