| Research of united model of knowledge discovery state space and its application |
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| 引用本文： | You Fucheng1,Song Wei2 & Yang Bingru21. Computer Dept. of Beijing Inst. of Graphic Communication,Beijing 102600,P. R. China,2. School of Information Engineering,Beijing Univ. of Science and Technology,Beijing 100083,P. R. China. Research of united model of knowledge discovery state space and its application[J]. 系统工程与电子技术(英文版), 2005, 16(4) |
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| 作者姓名： | You Fucheng1 Song Wei2 & Yang Bingru21. Computer Dept. of Beijing Inst. of Graphic Communication Beijing 102600 P. R. China 2. School of Information Engineering Beijing Univ. of Science and Technology Beijing 100083 P. R. China |
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| 作者单位： | You Fucheng1，Song Wei2 & Yang Bingru21. Computer Dept. of Beijing Inst. of Graphic Communication，Beijing 102600，P. R. China;2. School of Information Engineering，Beijing Univ. of Science and Technology，Beijing 100083，P. R. China |
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| 基金项目： | ThisprojectwassupportedbytheNationalNaturalScienceFoundationofChina(69835001),MinistryofEducationP.R.C([2000]175),andNationalScienceFoundationofBeijing(4022008). |
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| 摘 要： | 1.INTRODUCTION Atpresent,complextypedatamining,suchasmulti media,audio,video,image,Webpage,spatial tem poraldataetc.,isreceivingmoreandmoreattention frombothresearchandbusinesscommunity.Howto exploittheexistingminingtechniquesofstructured datatocomplextypesofdata?Canweproposeacom montheoreticalframeworkforminingbothstructured dataandcomplextypesofdata?Wethinkitisurgent forustotrytoanswertheabovequestions.Fromdifferentperspectives,suchasevidencetheo ry,roughsetetc.,someresearchershaveprop…
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Research of united model of knowledge discovery state space and its application |
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| You Fucheng,Song Wei,Yang Bingru. Research of united model of knowledge discovery state space and its application[J]. Journal of Systems Engineering and Electronics, 2005, 16(4) |
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| Authors: | You Fucheng Song Wei Yang Bingru |
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| Affiliation: | 1. Computer Dept. of Beijing Inst. of Graphic Communication, Beijing 102600, P. R. China
2. School of Information Engineering, Beijing Univ. of Science and Technology , Beijing 100083, P. R. China |
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| Abstract: | There are both associations and differences between structured and unstructured data mining. How to unite them together to be a united theoretical framework and to guide the research of knowledge discovery and data mining has become an urgent problem to be solved. On the base of analysis and study of existing research results, the united model of knowledge discovery state space (UMKDSS) is presented, and the structured data mining and the complex type data mining are associated together. UMKDSS can provide theoretical guidance for complex type data mining. An application example of UMKDSS is given at last. |
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| Keywords: | knowledge discovery unstructured data knowledge template. |
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