Farida Husna, Hairur Rahman, Juhari Juhari
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摘要

印度尼西亚被称为穆斯林人口占多数的国家,这使得在印度尼西亚需要服装时也必须注意穆斯林服装的标准,其中之一就是头巾。时尚界的商业发展,尤其是头巾,目前已经成为潮流的引领者,因此时尚商界的大量数据创造了这样的条件:商人拥有大量数据,但却缺乏从这些数据中获得的信息。为了处理这些情况,有必要对数据进行分类。分类是在数据集中找到相同属性并将其分类到不同类别的过程。其中一种分类方法是使用C4.5算法的决策树。本研究旨在确定C4.5算法在对几个头巾品牌的头巾销售进行分类时的模型和准确性。决策树模型是使用C4.5算法获得的,第一个根是价格属性,其中第一个根是对头巾销售影响最大的属性。计算精度值的结果为87%,表明决策树模型和使用C4.5算法的分类过程是良好的。这项研究有望帮助时尚行业的商人,特别是头巾行业的商人,找出影响消费者对头巾产品兴趣的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementasi Data Mining Menggunakan Algoritma C4.5 pada Klasifikasi Penjualan Hijab
Indonesia is known as a country with a majority Muslim population, this makes the need for clothing in Indonesia must also pay attention to the criteria for Muslim clothing, one of which is the hijab. Business developments in the fashion world, especially hijab, have become a trend setter at this time so that the large amount of data in the fashion business world creates conditions where there are businesspeople who have a lot of data but lack of information from that data. To deal with these conditions, it is necessary to classify the data. A classification is a process to find the same properties in a data set to be classified into different classes.  One of the classification methods is the Decision tree using the C4.5 Algorithm.  This research aims to determine the model and the accuracy of the C4.5 algorithm in classifying hijab sales from several hijab brands.  The Decision tree model is obtained using the C4.5 algorithm with the first root being the price attribute, where the first root is the attribute that most affected the sale of the hijab.  The result of calculating the accuracy value is 87% so that the Decision tree model and the classification process using the C4.5 Algorithm are classified as good. This research is expected to help businesspeople in the fashion sector, especially hijab, to find out the factors that influence consumer interest in a hijab product.
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