Identification of Feed in Determining the Quality of Cow's Milk using Forward Chaining

Ijang Japar Sidik, Yaddarabullah, S. Permana
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Abstract

Milk is a popular beverage among most people because it contains numerous nutrients that are beneficial to the body, such as calcium, vitamin D, and protein. Whole cow's milk is a type of milk that contains a lot of nutrients and does not go through a lot of processing. As a result, pure cow's milk is very beneficial to the body, such as assisting child growth, assisting in weight gain, maintaining heart health, increasing muscle mass, and many other benefits. However, the benefits will be diminished if the cow's milk consumed is of less good quality. Feed is one of the many factors that influence the quality of milk produced. However, feed comes in a variety of varieties, as do those in The Hamlet of Sepaku Pamulihan Subdistrict, which has a variety of feed. Cooperative Tandangsari is one of the cooperatives in charge of managing dairy farms in the Sepaku area. Because the various types of feed in this area are so diverse, determining a good feed for dairy cows is difficult. As a result, this study was carried out in order to identify the best type of feed for improving milk quality. The forward chaining method is used in this study to determine the type of feed for cows, and feed type identification testing is performed using the WEKA application. The test result has an accuracy value of 71.5 %, precision of 0.714, and recall of 0.652, where the type of forage feed that can improve milk quality includes elephant grass, king grass, rice straw, and corn, among others.
前链法测定牛奶质量中饲料的鉴定
牛奶是一种受大多数人欢迎的饮料,因为它含有许多对身体有益的营养物质,如钙、维生素D和蛋白质。全脂牛奶是一种含有大量营养成分且不经过大量加工的牛奶。因此,纯牛奶对身体非常有益,比如帮助孩子成长,帮助体重增加,保持心脏健康,增加肌肉质量,还有许多其他好处。然而,如果所食用的牛奶质量较差,这些益处就会减少。饲料是影响牛奶质量的众多因素之一。然而,饲料的品种是多种多样的,在Sepaku Pamulihan街道的哈姆雷特也有各种各样的饲料。Tandangsari合作社是负责管理雪帕库地区奶牛场的合作社之一。由于这一地区的饲料种类繁多,因此很难确定一种适合奶牛的饲料。因此,本研究旨在确定提高牛奶品质的最佳饲料类型。本研究采用正向链法确定奶牛饲料类型,并使用WEKA应用程序进行饲料类型识别测试。检测结果的准确度值为71.5%,精密度为0.714,召回率为0.652,其中能提高牛奶品质的饲料种类有象草、王草、稻草、玉米等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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