Journal Home Online First Current Issue Archive For Authors Journal Information 中文版

Strategic Study of CAE >> 2002, Volume 4, Issue 4

A Study on Double Bases Cooperating Mechanism in KDD ( I )

Information and Engineering School, University of Science and Technology, Beijing 100083, China

Funding project:国家自然科学基金资助项目(69835001); 教育部科技重点资助项目([2000]175) Received: 2001-12-13 Revised: 2002-02-08 Available online: 2002-04-20

Next Previous

Abstract

This paper and paper ( Ⅱ ), aiming at the problems in the mainstream development of KDD, put forward a new academic thought that, in the knowledge discovery, the database can be restricted and deriven by the knowledge base whose structure can be in turn improved by the database. An open KDD system, KDD* , with double-base cooperating mechanism can thus be created. At the same time, the velocity, precision, and the auto-cognition of knowledge discovery can be imroved and the knowledge base is structurally equipped with the capacity of real time maintenance and to evolve by itself. This paper mainly deals with the corresponding relation between the database and knowledge base, which are the basis of double-base cooperating mechanism.

Figures

图1

References

[ 1 ] AnandSS , BellDA , HughsJG .EDM :A generalframeworkfordataminingbasedonevidencetheory[J].Data&KnowledgeEng, 1996, 18:189~223

[ 2 ] PiatetskyShapiroG , MatheusCJ .Knowledgediscoverywork benchforexploringbusinessdatabases[J].Inter nationalJournalofIntelligentSystems, 1992, 7:675~686

[ 3 ] YoonJP , KerschbergL .Aframeworkforknowledgediscoveryandevolutionindatabases[J].IEEETrans actionsonKnowledgeandDataEng, 1993, 5:973~979

[ 4 ] YangBingru.KD (D&K) anddouble basescooperatingmechanism[J].JournalofSystemEngineeringandElectronics, 1999, 10 (2) :48~55

[ 5 ] YangBingru.Double basecooperatingmechanisminKDD [J], InternationalSymposiumonComputer, 1998, 149~152

[ 6 ] YangBingru.FIMandCASEforevaluationofhazardlevelonfuzzylanguagefield[J].FuzzySetsandSys tem, NorthHolland, 1997, 95 (2) :83~89

[ 7 ] 杨炳儒.关于KDD的一类开放系统KDD 的研究[J], 计算机科学, 2000, 27 (2) :83~87

Related Research