Penerapan Teorema Bayes pada Sistem Pakar Pendeteksi Penyakit Domba

I. Andika, Dewi Maharani, Mardalius Mardalius
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引用次数: 2

Abstract

Sheep are one of the livestock that can provide benefits such as meat, milk, and skin which are used as a source of income for the community, especially in the Asahan regency area.  However, still, the farmer's knowledge in terms of care and knowledge of sheep diseases can result in the sheep being able to die.  The purpose of this study was to create an expert system to diagnose sheep disease using the theory of Bayes. The waterfall is used as a model in this study with stages, analysis, design, implementation, and testing.  analysis was carried out to find the required data using observations and interviews.  The design of this system consists of Unified Modeling Language (use case ), diagram classes, flowcharts, and interfaces. Testing the system uses a black box which aims to find out the functionality of the system that has been implemented, and data analysis using the theory of Bayes.  Our findings resulted in bayes having an expert system for the diagnosis of diseases in sheep.  The results of Bayes analysis with the theory of Bayes showed that the disease experienced in sheep is deworming with a probability level of 60.71%.  The results of the black box test show that the functionality of this system is already running well
专家系统的应用贝叶斯定理羊疾病探测器
绵羊是一种可以提供肉、奶和皮等福利的牲畜,这些福利被用作社区的收入来源,特别是在阿萨罕摄政地区。然而,农民在护理和羊疾病方面的知识仍然可能导致羊死亡。本研究的目的是建立一个利用贝叶斯理论诊断绵羊疾病的专家系统。在本研究中,瀑布被用作模型,分为阶段、分析、设计、实现和测试。通过观察和访谈进行了分析,以找到所需的数据。该系统的设计由统一建模语言(用例)、图表类、流程图和接口组成。测试系统使用黑盒,目的是找出系统已实现的功能,数据分析使用贝叶斯理论。我们的发现导致贝叶斯有一个诊断绵羊疾病的专家系统。用贝叶斯理论进行贝叶斯分析的结果表明,绵羊经历的疾病是驱虫病,其概率水平为60.71%。黑盒测试结果表明,该系统的功能运行良好
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