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Physical Review E
Article
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Physical Review E
Article . 2008 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2007
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Reciprocity of networks with degree correlations and arbitrary degree sequences

Authors: Vinko Zlatić; Gorka Zamora-López; Changsong Zhou; Hrvoje Štefančić; Juergen Kurths;

Reciprocity of networks with degree correlations and arbitrary degree sequences

Abstract

Although most of the real networks contain a mixture of directed and bidirectional (reciprocal) connections, the reciprocity $r$ has received little attention as a subject of theoretical understanding. We study the expected reciprocity of networks with an arbitrary degree sequence and a broad class of degree correlations by means of statistical ensemble approach. We demonstrate that degree correlations are crucial to understand the reciprocity in real networks and a hierarchy of correlation contributions to $r$ is revealed. Numerical experiments using novel network randomization methods show very good agreement to our analytical estimations.

8 pages, 3 figures, added a new table and a new figure, accepted for publication in Phys.Rev.E

Related Organizations
Keywords

reciprocity, Statistical Mechanics (cond-mat.stat-mech), networks, correlation, FOS: Physical sciences, Disordered Systems and Neural Networks (cond-mat.dis-nn), networks ; correlation ; reciprocity, Condensed Matter - Disordered Systems and Neural Networks, Condensed Matter - Statistical Mechanics

  • BIP!
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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    41
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
41
Top 10%
Top 10%
Top 10%
Green
bronze