利用基于网络的 Dempster Shafer 方法诊断水晶番石榴植物疾病的专家系统

Sistem Pakar, Diagnosa Penyakit, Tanaman Jambu, Kristal Menggunakan, M. Dempster, Shafer Berbasis, Web Saifu Rohman, Rina Mahmudati, Wiko Anang Ansoruloh
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引用次数: 0

摘要

水晶番石榴植株会受到几种病害的侵袭。水晶番石榴植株的病害会给果实产量造成重大损失。可侵害水晶番石榴植株的病虫害包括果蝇、袋虫、粉虱、炭疽病和红锈病。因此,准确及时的病害诊断对于控制和管理这些病害至关重要。在这项研究中,利用基于 Dempster Shafer 方法的网络开发了一个用于水晶番石榴植物病害诊断的专家系统。Dempster Shafer 方法根据每种症状的密度概率值来计算水晶番石榴植物受疾病侵袭的可能性。该专家系统得出的结果包括病害类型、解决方案和病害概率百分比值,平均准确率为 83.33%。因此,可以得出结论,该系统能有效诊断水晶番石榴植物的病害。
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Sistem Pakar Diagnosa Penyakit pada Tanaman Jambu Kristal Menggunakan Metode Dempster Shafer Berbasis Web
The Crystal Guava plant can be attacked by several types of diseases. Diseases in crystal guava plants can cause significant losses in fruit production. Some pests and diseases that can attack crystal guava plants include fruit flies, bagworms, whiteflies, anthracnose, and red rust. Therefore, accurate and timely disease diagnosis is crucial in controlling and managing these diseases. In this study, an Expert System for Disease Diagnosis in Crystal Guava Plants Using the Dempster Shafer Method-Based Web was developed. The Dempster Shafer method calculates the likelihood of a disease attacking crystal guava plants based on the density probability values of each symptom. The results produced by this expert system include the type of disease, solution, and the percentage probability value of the disease, with an average accuracy of 83.33%. Hence, it can be concluded that the system can diagnose diseases in crystal guava plants effectively.
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