| Research on Inner Mechanism and KDTIM Theory of Knowledge Discovery |
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| 作者姓名： | Yang Bingru Li Xin Song Wei |
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| 作者单位： | Information Engineering School，University of Science & Technology Beijing，Beijing 100083 |
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| 基金项目： | TheChineseNationalScienceFoundation(No .6983 5001)MinistryofEducationP.R.C(No.[2000]175)andScienceFoundationofBeijing(No .40 2 2 0 0 8) |
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| 摘 要： | TheresearchonKDismainlytotakeonitstaskdescrib ing ,knowledgeevaluationandknowledgerepresentationasthethread ,andtheeffectiveKDalgorithmswereregardedasthecenterintheworldatpresent1],whichisthemainstreamandfundamentalkeywithinquitealongtime.However,thelimitationofdataminingtobothstructureddataandcomplex typedataisexactlycomingfrompeople’sscarceunderstand ingandresearchoftheinherentlawinKDsystem .IfKDisconfinedtoasealedpattern ,aseriesofunavoidablequestionswillbecaused ;andifKDandsomereleva…
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| 收稿时间： | 8/5/2003 12:00:00 AM |
Research on Inner Mechanism and KDTIM Theory of Knowledge Discovery |
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| Yang Bingru,Li Xin,Song Wei.Research on Inner Mechanism and KDTIM Theory of Knowledge Discovery[J].Engineering Sciences,2004,2(1):46-51. |
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| Authors: | Yang Bingru Li Xin and Song Wei |
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| Institution: | Information Engineering School; University of Science & Technology Beijing; Beijing 100083;Information Engineering School; University of Science & Technology Beijing; Beijing 100083;Information Engineering School; University of Science & Technology Beijing; Beijing 100083 |
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| Abstract: | The inner mechanisms were put forward solely by the author Yang Bingru. Among the inner mechanisms the double base coope\|rating mechanism, double basis fusion mechanism and information increasing mechanism are introduced in this paper. The expansibility structural models of KD (Knowledge discovery) are described including KDD *, KDK *, KD (D&K) and DFSSM, etc.. Some innovative methods, such as a mining algorithm and auto evaluation method are introduced. On the basis of all above parts, KDTIM (Knowledge discovery theory based on inner mechanism) theory is the advanced theory, and explaination of the mainstream driving to KD brought by research on inner mechanism and KDTIM is presented. |
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| Keywords: | inner mechanism KDTIM mainstream driving |
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