{"title":"云平台上改进的分布式关联规则挖掘算法研究","authors":"Fenghua Liu","doi":"10.2174/1874444301507012273","DOIUrl":null,"url":null,"abstract":"In this paper, data mining of association rules, data mining of association rules on distributed databases and dis- tributed encrpytion techniques are introduced. Secondly, existing algorithms of data mining of association rules on dis- tributed databases are analyzed in detail, and then they are improved on aspects of efficiency and security, whereafter the algorithm of EP_ DMA is proposed, later some examples are given and then the merit of EP_DMA can be seen. Finally, a frame of system of distributed mining of Association Rules based on EP_DMA is proposed.","PeriodicalId":153592,"journal":{"name":"The Open Automation and Control Systems Journal","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Research on Improved Distributed Association Rules Mining Algorithm inHadoop Cloud Platform\",\"authors\":\"Fenghua Liu\",\"doi\":\"10.2174/1874444301507012273\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, data mining of association rules, data mining of association rules on distributed databases and dis- tributed encrpytion techniques are introduced. Secondly, existing algorithms of data mining of association rules on dis- tributed databases are analyzed in detail, and then they are improved on aspects of efficiency and security, whereafter the algorithm of EP_ DMA is proposed, later some examples are given and then the merit of EP_DMA can be seen. Finally, a frame of system of distributed mining of Association Rules based on EP_DMA is proposed.\",\"PeriodicalId\":153592,\"journal\":{\"name\":\"The Open Automation and Control Systems Journal\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Open Automation and Control Systems Journal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2174/1874444301507012273\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Open Automation and Control Systems Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/1874444301507012273","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Improved Distributed Association Rules Mining Algorithm inHadoop Cloud Platform
In this paper, data mining of association rules, data mining of association rules on distributed databases and dis- tributed encrpytion techniques are introduced. Secondly, existing algorithms of data mining of association rules on dis- tributed databases are analyzed in detail, and then they are improved on aspects of efficiency and security, whereafter the algorithm of EP_ DMA is proposed, later some examples are given and then the merit of EP_DMA can be seen. Finally, a frame of system of distributed mining of Association Rules based on EP_DMA is proposed.