Analysis of Livestock Meat Production in Indonesia Using Fuzzy C-Means Clustering

Chalawatul Ais, Abdulloh Hamid, D. C. R. Novitasari
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引用次数: 3

Abstract

The production of livestock in Indonesia is one type of food that the public can consume. Indonesia is still importing meat for food for its people. This study aims to classify provinces in Indonesia with high livestock meat production and low livestock meat production so that the government can maximize areas with high livestock meat production and can seek to increase livestock meat production in areas with low production. Clustering is needed to identify groups of livestock meat-producing provinces with high and low production. The data is grouped into 2 clusters using FCM with a silhouette index value of 0.95664, the first cluster with the highest meat production total in three provinces (West Java, Central Java, and East Java) and the second cluster with the lowest meat production total 31 provinces. West Java, Central Java, and East Java mostly work as livestock breeders due to the availability of sufficient land.
用模糊c均值聚类分析印度尼西亚畜禽肉类生产
在印度尼西亚,牲畜生产是公众可以消费的一种食物。印尼仍在进口肉类供其人民食用。本研究旨在对印尼畜禽肉产量高的省份和畜禽肉产量低的省份进行分类,以便政府最大化畜禽肉产量高的地区,并在畜禽肉产量低的地区寻求增加畜禽肉产量。利用聚类方法确定畜禽肉产省高、低产省群。利用FCM将数据分为2个聚类,剪影指数值为0.95664,第一聚类在西爪哇、中爪哇和东爪哇3个省中肉类产量最高,第二聚类在31个省中肉类产量最低。由于有足够的土地,西爪哇、中爪哇和东爪哇主要从事牲畜饲养者的工作。
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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