{"title":"基于功能依赖的信息系统属性集信息颗粒研究","authors":"Yanbin Hao, Xiao Guo, Naiding Yang","doi":"10.1109/ICCWAMTIP.2014.7073362","DOIUrl":null,"url":null,"abstract":"Granular computing is a useful method in the computational intelligence field. The current research on information granule is mainly granulation of information system object set and its properties. The concept of information granules of information system attribute set based on functional dependency is proposed, and then the concepts of information system structure and information system structure complexity are defined. The changing rules of information system structure are studied when function dependency or attribute changes. A new concept of attribute reduction is presented and efficient calculation method is given.","PeriodicalId":211273,"journal":{"name":"2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Research on information system attribute set information granules based on functional dependency\",\"authors\":\"Yanbin Hao, Xiao Guo, Naiding Yang\",\"doi\":\"10.1109/ICCWAMTIP.2014.7073362\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Granular computing is a useful method in the computational intelligence field. The current research on information granule is mainly granulation of information system object set and its properties. The concept of information granules of information system attribute set based on functional dependency is proposed, and then the concepts of information system structure and information system structure complexity are defined. The changing rules of information system structure are studied when function dependency or attribute changes. A new concept of attribute reduction is presented and efficient calculation method is given.\",\"PeriodicalId\":211273,\"journal\":{\"name\":\"2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCWAMTIP.2014.7073362\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCWAMTIP.2014.7073362","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on information system attribute set information granules based on functional dependency
Granular computing is a useful method in the computational intelligence field. The current research on information granule is mainly granulation of information system object set and its properties. The concept of information granules of information system attribute set based on functional dependency is proposed, and then the concepts of information system structure and information system structure complexity are defined. The changing rules of information system structure are studied when function dependency or attribute changes. A new concept of attribute reduction is presented and efficient calculation method is given.