采用模糊哺乳方法诊断绵羊疾病的系统专家

Cucu Kardila, M. R. Muttaqin, Mochzen Gito Resmi
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摘要

绵羊数量的减少引起了人们对其对畜牧业和出口机会的影响的严重关注。造成这种下降的主要因素之一是绵羊中疾病的流行。这些疾病是一个严重的问题,因为它们会导致肉类产量减少、动物死亡和经济损失。农民对这些疾病和羊护理的知识有限,这使得有效诊断和治疗这些疾病具有挑战性。为了解决这一问题并帮助农民轻松诊断疾病,开发了一个基于网络的专家系统,利用模糊Mamdani方法。选择模糊Mamdani方法是基于其处理疾病诊断不确定性的能力,通过评估症状、确定疾病严重程度和推荐适当的治疗方法,提供合理准确的结果。该系统通过模糊Mamdani方法和基于网络的平台,为农民在线诊断羊的疾病提供了方便的途径。根据分析结果,生殖健康障碍是绵羊数量下降的主要原因。因此,诊断绵羊疾病的专家系统可作为早期预防和适当治疗的替代方案。系统测试表明准确率为80%,表明系统能够提供相当准确的诊断。这项研究的主要目标是支持Purwakarta的畜牧和渔业部门诊断绵羊疾病,预防流行病爆发,并采取适当措施减轻对畜牧业的负面影响,同时促进绵羊种群的可持续增长
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SISTEM PAKAR DIAGNOSA PENYAKIT PADA DOMBA DENGAN MENGGUNAKAN METODE FUZZY MAMDANI
Abstract—The decreasing sheep population has raised serious concerns regarding its impact on both the livestock industry and export opportunities. One of the main factors contributing to this decline is the prevalence of diseases among sheep. These illnesses present a significant problem as they can lead to reduced meat production, animal fatalities, and economic losses. The limited knowledge among farmers regarding these diseases and sheep care makes it challenging to diagnose and treat the conditions effectively. To address this issue and aid farmers in easily diagnosing diseases, a web-based expert system utilizing the fuzzy Mamdani method was developed. The selection of the fuzzy Mamdani method was based on its ability to handle uncertainty in disease diagnosis, providing reasonably accurate results by evaluating symptoms, determining disease severity, and recommending appropriate treatments. Through the fuzzy Mamdani method and the web-based platform, this system offers convenient access for farmers to diagnose diseases in their sheep online. According to the analysis results, reproductive health disorders are the primary cause of the decline in the sheep population. Consequently, the expert system for diagnosing sheep diseases serves as an alternative for early prevention and suitable treatment. System testing indicates an accuracy rate of 80%, signifying the system's capability to provide reasonably accurate diagnoses. The main goal of this research is to support the livestock and fisheries department in Purwakarta in diagnosing sheep diseases, preventing epidemic outbreaks, and implementing proper measures to mitigate the negative impacts on the livestock industry while promoting sustainable growth of the sheep population
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