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Challenges in Social Network Data: Processes, Privacy and Paradoxes
Published on Aug 13, 200731254 Views
The proliferation of rich social media, on-line communities, and collectively produced knowledge resources has accelerated the convergence of technological and social networks, producing environments
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Chapter list
ChallengesinMiningSocialNetworkData00:04
SocialNetworkAnalysis06:47
MiningSocialNetworkData09:07
MiningSocialNetworkData210:43
MiningSocialNetworkData311:11
AMatterofScale11:58
NotJustaMatterofScale13:29
Outline15:11
TheSmall-WorldPhenomenon17:10
ModelingtheSearchProcessinSocialNetworks23:15
GeographicData:LiveJournal24:23
LiveJournal:Rank-BasedFriendship25:37
LiveJournal:Rank-BasedFriendship226:38
DiffusioninSocialNetworks29:02
DiffusionCurves31:12
DiffusionCurves233:32
BasicQuestionsaboutDiffusionProcesses35:26
AreCascadesInherentlyUnpredictable?38:13
ProtectingPrivacyinSocialNetworkData40:38
AnExampleofWhatCanGoWrong42:43
AnExampleofWhatCanGoWrong243:46
AttackinganAnonymizedNetwork44:23
AnAttack46:44
AnAttack246:51
AnAttack347:01
AnAttack447:24
AnAttack547:36
AnAttack648:23
SpecificsoftheAttack48:35
SpecificsoftheAttack250:09
SpecificsoftheAttack350:11
SpecificsoftheAttack450:12
SpecificsoftheAttack550:13
WhyisHUnique?IdeasfromRamseyTheory50:13
WhyisHUnique?IdeasfromRamseyTheory252:38
WhyisHUnique?IdeasfromRamseyTheory352:59
ThePerilsofAnonymizedData53:14
FinalReflections:InteractingintheOn-LineWorld55:45