基于AGENT的分布式数据挖掘系统

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1、山东大学硕士学位论文基于Agent的分布式数据挖掘系统姓名：高松申请学位级别：硕士专业：计算机软件与理论指导教师：张立群20040420山东大掌硕士学位论文=!!!!!竺竺竺====!!!竺竺===!==!!!=竺竺==竺竺==!!竺!==竺==!!!!竺ABSTRACTDataMiningisakindofdecisionsupportsystem．Itappearsfollowingthediscovermentofthedatabasetechnology,odentestheartificialintelligent，mathinestudy,stati

2、sticstechnology．Itautomaticallyanalysestheinhemdataofproject，givestheconsequence，minesthelateneypattemfromit，forecaststhebehaviomofclient，helpsthedecision-makingofprojectadjustthepolicyofmarket，reducesrisk，makestherightdecision．Itsobjectisthatusingtheeffectarithmetictofindoutknowledg

3、ewhichinitiatlyu11k110wed，butcanbeunderstandatlast，andusingthesimplewaydisplayit．DataMiningfacessomequestionsatpresent．Itswaysissimple．Itsabilityislimited．Forexample，DataMiningwaysCannotrunatdiffirentflatroof,providemultiplicityenougharithmetic，don’tbefriendlyinterfaceofclient，don’ta

4、llowclienttochangethewrongcOStinthedatasetorwashdata．ItistheefficientwaythatusetheAgenttechnology．Anagentisanencapsulatedcompmersoftwareorhardwaresystem，whichissituatedinsomeenvironment，iscapableofflexible，autonomousactioninthatenvironmentinordertomeetitsdesignobjectives，andCanalsoin

5、fluencethatenvionment．Generallyspeaking，thefunctionsofallagentarelimited．Hence，applicationsofmulti—agentsystemarcmorepopular．Inamulti—agentsystem，informationabouttheenvironmentshouldbeexchangedbetweenagents．Inthispaper,thedefinitionandsomefeaturesoftheagenthavebeenintroduced，includin

6、gagents’architectureandthecommunicationsbetweenthemandIalsehavecomparedthe“agent·oriented'’to‘'object—oriented”insomedifferentaspects．eg．Introducetheactualityofdataminingatpresent，itsusualway,technologyandtools．Putforwardthecooperatemodelofmulti—agent．Designtheapplicationsystemstruct

7、ureofmultiagentbased．Usetheagentanddataminingtechnologydesignsaagent—orienteddistributingdataminingmodel，taketheideaandwayofagenttechnologyonthecourseofdataminingtoadvancetheefficiencyofit．Keywords：Agent，DataMining，Systemmodel，Distributingflame山东大学硕士学位论文原创性声明本人郑重声明：所呈交的学位论文，是本人在导师的指导

8、下，独立进行研究所取得的