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Distributed large-scale natural graph factorization

, , , , and . Proceedings of the 22nd international conference on World Wide Web - WWW '13, page 37--48. Rio de Janeiro, Brazil, ACM Press, (2013)
DOI: 10.1145/2488388.2488393

Abstract

Natural graphs, such as social networks, email graphs, or instant messaging patterns, have become pervasive through the internet. These graphs are massive, often containing hundreds of millions of nodes and billions of edges. While some theoretical models have been proposed to study such graphs, their analysis is still difficult due to the scale and nature of the data.

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