Supervised Random Walks: Predicting and Recommending Links in Social Networks Lars Backstrom Facebook lars@facebook.com Jure Leskovec Stanford University jure@cs.stanford.edu ABSTRACT Predicting the occurrence of links is a fundamental problem in net- works. In the link prediction problem we are given a snapshot of a network and would like to infer which interactions among existing members are lik
Center of Attention: How Facebook Users Allocate Attention across Friends Lars Backstrom Facebook lars@fb.com Eytan Bakshy Univ. of Michigan & Facebook ebakshy@fb.com Jon Kleinberg Cornell University kleinber@cs.cornell.edu Thomas M. Lento Facebook tlento@fb.com Itamar Rosenn Facebook itamar@fb.com Abstract An individual’s personal network — their set of social contacts — is a basic object of stu
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