使用ID3算法获得基于Web的作物进出口许可证

Izin Ekspor, Impor Hasil, Pertanian Berbasis, Web Menggunakan, Algoritma ID3, Asmah Akhriana, Nurcholis Salman, Andi Irmayana, Abdul Rauf, Arini Fitramayanti, Gusti Made, Apriantama Nugraha, Balai Besar, Karantina Pertanian Makassar
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引用次数: 0

摘要

望加锡农业检疫中心是农业检疫局技术实施单位之一。到目前为止,在授予出口/进口许可证的过程中,每个文件都必须经过一个检查和评估的过程,检查文件的过程需要很长时间,因为它是手工完成的,而且有很多文件需要处理,因为它们涵盖了南苏拉威西的所有农业公司。本研究旨在利用迭代二分类器三(ID3)算法创建农产品进出口许可申请。研究使用UML进行系统开发的方法,包括使用黑盒方法进行功能测试的用例图和类图,以及使用SUS(系统可用性量表)方法进行可行性测试和用户满意度测试。本研究的成果是建立一个基于网络的农产品进出口许可证发放申请系统,方便在发放进出口许可证的过程中对文件进行检查和评估,可作为企业管理农产品进出口许可证的一种媒介,使其更加有效和高效。同时,从SUS值的计算结果来看,该值为79.75,其中该值属于可接受的类别,形容词为评级优秀,等级为B,这意味着该应用程序被接受并适合具有良好应用程序评级的用户使用。
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Izin Ekspor Impor Hasil Pertanian Berbasis Web Menggunakan Algoritma ID3
Makassar Agricultural Quarantine Center is one of the Technical Implementation Units (UPT) of the Agricultural Quarantine Agency. So far, in the process of granting export/import permits, each file must go through a process of checking and evaluating where the process of checking the file takes quite a long time because it is done manually and there are many files to be processed because they cover all agricultural companies in South Sulawesi. This study aims to create an application for granting export/import permits for agricultural products by implementing the Iterative Dichotomizer Three (ID3) algorithm. Research methods for system development using UML including use case diagrams and class diagrams with functionality testing using the blackbox method and for feasibility testing and user satisfaction using the SUS (System Usability Scale) method. The results of this study are a web-based application for granting export/import permits for agricultural products that can facilitate checking and evaluating files in the process of granting export-import permits, can be used as a medium for companies in managing export-import permits for agricultural products so that they become more effective and efficient. Meanwhile, from the results of the calculation of the SUS value, a value of 79.75 is obtained where this value is included in the acceptable category with the adjective Ratings excellent for grade scale B, which means that this application is accepted and suitable for use by users with a good application rating.
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