bringing trust to collaborative content

bringing trust to collaborative content

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时间:2018-02-10

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1、ISSDMCollaborativeResearchProgramProposalProjectTitle:BringingTrusttoCollaborativeContentPrincipalInvestigator:LucadeAlfaroEmail:luca@soe.ucsc.eduPhone:(831)459-4982Web:http://www.soe.ucsc.edu/∼lucaComputerEngineeringDept.UniversityofCalifornia,SantaCruzOn-linecollaborationisfastbecomin

2、goneofthemosteffectivewaysinwhichinformationisbeingcreatedandshared.TheposterchildofthisphenomenonistheWikipedia,acollaborativeencyclopediawhichisbecomingoneofthemostcommonlyusedsourcesofinformationintheworld.Effectivecollaborationbenefitsfromtwomechanisms:incentivesystemsthatencourageco

3、nstructivebehavior,andtrustsystemsthathelpinformationusersjudgethereliabilityoftheinformationresultingfromthecollaborativeprocess.Specifically,wewilldevelopareputationsystemforauthors,andatrustsystemforcontent.Thereputationsystemwillbedrivenbycontentevolution,anditwillgivehigherreputatio

4、ntoauthorswhoprovidethemostlong-lived,andthususeful,contributions.Thetrustsystemwillcomputeavalueoftrustforthecontent,atwordgranularity:thetrustofawordwilldependonthereputationofitsauthor,aswellasthereputationoftheauthorswhorevisedthetextwherethewordappears.Contenttrustwillbedisplayedvi

5、aanintuitive,trust-basedcoloringofthetextbackground(seeFigure1).Wehavealreadyimplementedembryosofthesesystems.TheembryosworkonstaticdumpsofWikipediainformation,andarenotsuitedtodynamicinteractionwithvisitors:stilltheyprovideahintoftheirpotentialvalue.Thisprojectwilldevelopthekeyelements

6、thatarerequiredtoturntheseoff-lineembryosintoworkingon-linesystems,thatcanprovidereal-timetrustinformationtovisitors.Makingthesystemssuitabletoon-linedeploymentrequirestheinvestigation,andsolution,oftwomainresearchchallenges,whichformthetechnicalcoreoftheproject.Thefirstchallengeconsists

7、inmakingthereputationandtrustsystemsresistanttoattacks.Inanon-lineimplementation,somevisitorsmaywanttogamethesystemstogainreputationortocauseinformationoftheirchoicetobemarkedastrusted.Weproposetoinvestigatemethodsthatexploitthecontent-drivennatureofthereputationandtrustalgorit

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