{"title":"Clique并行算法及其在数据挖掘网格系统中的应用","authors":"Ping Chen, Zhen Liu, Xiuquan Qiao, Xiaoping Tian","doi":"10.1109/ICNIDC.2009.5361004","DOIUrl":null,"url":null,"abstract":"Computing of some parameters using great amount of data is a great challenge in data mining fields so far. DMG (Data Mining Grid) is designed to solve the computing problem. The design of the workflow service in DMG and the distributed data mining algorithm, are investigated. A sample application in telecom field Customer Value Analysis is and illustrated. In the sample application, Clique, which is computed by parallel algorithm on data mining grid system, is an important measure in Telecom Social Network, which benefits to enhance the precise of context-based prediction of the customer value in telecom social network and work out information in expected duration. Telecom operators can take measures to gain more profit.","PeriodicalId":127306,"journal":{"name":"2009 IEEE International Conference on Network Infrastructure and Digital Content","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The parallel algorithm of Clique and it's application on Data Mining Grid system\",\"authors\":\"Ping Chen, Zhen Liu, Xiuquan Qiao, Xiaoping Tian\",\"doi\":\"10.1109/ICNIDC.2009.5361004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Computing of some parameters using great amount of data is a great challenge in data mining fields so far. DMG (Data Mining Grid) is designed to solve the computing problem. The design of the workflow service in DMG and the distributed data mining algorithm, are investigated. A sample application in telecom field Customer Value Analysis is and illustrated. In the sample application, Clique, which is computed by parallel algorithm on data mining grid system, is an important measure in Telecom Social Network, which benefits to enhance the precise of context-based prediction of the customer value in telecom social network and work out information in expected duration. Telecom operators can take measures to gain more profit.\",\"PeriodicalId\":127306,\"journal\":{\"name\":\"2009 IEEE International Conference on Network Infrastructure and Digital Content\",\"volume\":\"2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-12-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 IEEE International Conference on Network Infrastructure and Digital Content\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNIDC.2009.5361004\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE International Conference on Network Infrastructure and Digital Content","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNIDC.2009.5361004","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The parallel algorithm of Clique and it's application on Data Mining Grid system
Computing of some parameters using great amount of data is a great challenge in data mining fields so far. DMG (Data Mining Grid) is designed to solve the computing problem. The design of the workflow service in DMG and the distributed data mining algorithm, are investigated. A sample application in telecom field Customer Value Analysis is and illustrated. In the sample application, Clique, which is computed by parallel algorithm on data mining grid system, is an important measure in Telecom Social Network, which benefits to enhance the precise of context-based prediction of the customer value in telecom social network and work out information in expected duration. Telecom operators can take measures to gain more profit.