Local Probabilistic Models for Link Prediction

ICDM, pp.322-331, (2007)

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Abstract

One of the core tasks in social network analysis is to predict the formation of links (i.e. various types of relationships) over time. Previous research has generally represented the social network in the form of a graph and has leveraged topological and semantic measures of similarity between two nodes to evaluate the probability of link...More

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