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1、2011ThirdInternationalConferenceonIntelligentNetworkingandCollaborativeSystemsExploringWebSearchBehaviorPatternstoPersonalizetheSearchResultsWichianPremchaiswadiWalisaRomsaiyudGraduateSchoolofInformationTechnology,GraduateSchoolofInformationTechnology,SiamUniversity,235Petkasemrd.,SiamUniversit
2、y,235Petkasemrd.,Bangkok,ThailandBangkok,Thailandwichian@siam.eduwalisa.rom@siam.eduAbstract—Taggingreferstothemetadatathatmanyusersthemeaningsbehinduserrequestsandmatchthesesemanticaddedintheformofkeywordsonphotos,videos,andotherelementsformainlypurposeinordertoreturntherightresourcesforsharin
3、gthecontentsviatheinternet.However,resultsthatmeettheuser’sneed[2].thereareseveraldifficultieswithtaggingthatcomefromtagSeveralresearchcommunitieshaveaddressedtheissuesvariation,tagambiguityandflatorganization.Thispaperasfollowing:Pageetal.,thefounderofGoogle,developedapresentstheintegrationofs
4、ocialtaggingandthecollaborativesearchalgorithmcalledPageRank[3]thatanalyzeslinkswebsearchtoimproveusers’orgroupsofusers’satisfactioninusingsophisticatedtext-matchingtechniquesandshowsasearchresults.Thecharacteristicsofcollaborativewebsearchhighersearchresultoccursforsitesthatarelinkedbyotherena
5、bleremotecollaborationamongsmallgroupsofuserswhoimportantsites.Then,LiuandMa[4]replacedthePageRankareworkingeithersynchronouslyorasynchronouslyonwebandproposedthenewBrowseRankalgorithmforcollectingsearchtasks.Ourmainpurposeistoanalyzetheusers’theuserbehaviordatainwebsurfingandbuiltauserbehavior
6、patternsfromthesearchkeywordsobtainedfromthebrowsinggraph.However,webcontentsrefernotonlytosameanddifferentgroupsofusers.Thepatternsofwebsearchbehaviorsarelearnedandusedforgeneratingthetag-basedtext,butalsopictures,soundsandmovies.Therefore,webassociationrules.Theresultsofanalysiscanbeusedtocon
7、tentminingtechniqueshasbeenappliedinmanystudiesimprovethequalityofwebsearchforasocialsearchsuchasclassificationwebsearchresults[5],Lajmietal.[6]community.Wedesignedandimplementedawebapplicationusessocialnetworksandcommonsensededuc
