M. Nasution, Deci Irmayani, Ronal Watrianthos, S. Suryadi, Ibnu Rasyid Munthe
{"title":"基于粗糙集方法和k -均值方法的数据挖掘比较分析","authors":"M. Nasution, Deci Irmayani, Ronal Watrianthos, S. Suryadi, Ibnu Rasyid Munthe","doi":"10.31227/osf.io/9skeb","DOIUrl":null,"url":null,"abstract":"The purpose of this article is to compare between two data mining methods. Namely rought sets and k-means which both types of data aremining for clustering. Data mining itself is a method used to explore knowledge from a pile of data which so far has only been archived. While theclustering method itself is one method used to classify tendency, either the rought set method or k-means itself is used to find tendency or classify data.Both the method of rought set and k-means have the advantages of each according to needs. It is important to know what the advantages of eachmethod are before deciding to use which method to use","PeriodicalId":14347,"journal":{"name":"International Journal of Scientific & Technology Research","volume":"114 1","pages":"38-40"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Comparative Analysis Of Data Mining Using The Rought Set Method With K-Means Method\",\"authors\":\"M. Nasution, Deci Irmayani, Ronal Watrianthos, S. Suryadi, Ibnu Rasyid Munthe\",\"doi\":\"10.31227/osf.io/9skeb\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this article is to compare between two data mining methods. Namely rought sets and k-means which both types of data aremining for clustering. Data mining itself is a method used to explore knowledge from a pile of data which so far has only been archived. While theclustering method itself is one method used to classify tendency, either the rought set method or k-means itself is used to find tendency or classify data.Both the method of rought set and k-means have the advantages of each according to needs. It is important to know what the advantages of eachmethod are before deciding to use which method to use\",\"PeriodicalId\":14347,\"journal\":{\"name\":\"International Journal of Scientific & Technology Research\",\"volume\":\"114 1\",\"pages\":\"38-40\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Scientific & Technology Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.31227/osf.io/9skeb\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Scientific & Technology Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31227/osf.io/9skeb","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Comparative Analysis Of Data Mining Using The Rought Set Method With K-Means Method
The purpose of this article is to compare between two data mining methods. Namely rought sets and k-means which both types of data aremining for clustering. Data mining itself is a method used to explore knowledge from a pile of data which so far has only been archived. While theclustering method itself is one method used to classify tendency, either the rought set method or k-means itself is used to find tendency or classify data.Both the method of rought set and k-means have the advantages of each according to needs. It is important to know what the advantages of eachmethod are before deciding to use which method to use