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Tensor SimRank for Heterogeneous Information Networks

2015/02/24 by Ben Usman, Ivan Oseledets, Usman, Ben +1
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI

paper · pdf · doi:10.48550/arxiv.1502.06818

Submited on KDD'15

arxiv created 2015/02/24 · arxiv updated 2015/02/25

Abstract

We propose a generalization of SimRank similarity measure for heterogeneous information networks. Given the information network, the intraclass similarity score s(a, b) is high if the set of objects that are related with a and the set of objects that are related with b are pair-wise similar according to all imposed relations.

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