2012 · 120 citations · 25 references
Social SciencesSocial PsychologyInterpersonal RelationshipsSocial BehaviorSocial InfluenceGraph LabelingGraph TheoryNetwork CentralitySocial Network AnalysisSocial Network MiningSocial NetworksGraph-based Relationship AnalysisNetwork Tie StrengthSigned GraphsSocial Graph AnalysisTie Strength
We study the problem of labeling the edges of a social network graph (e.g., acquaintance connections in Facebook) as either positive (i.e., trust, true friendship) or negative (i.e., distrust, possible frenemy) relations. Such signed relations provide much stronger signal in tying the behavior of online users than the unipolar Homophily effect, yet are largely unavailable as most social graphs only contain unsigned edges.
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Advances in neural information processing systems 7
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