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https://doi.org/10.1109/focs.2...
Article . 2009 . Peer-reviewed
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SIAM Journal on Computing
Article . 2013 . Peer-reviewed
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Article . 2017
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Conference object . 2023
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Models for the Compressible Web

Authors: CHIERICHETTI, FLAVIO; Ravi Kumar; LATTANZI, SILVIO; PANCONESI, Alessandro; Prabhakar Raghavan;

Models for the Compressible Web

Abstract

Graphs resulting from human behavior (the web graph, friendship graphs, etc.) have hitherto been viewed as a monolithic class of graphs with similar characteristics; for instance, their degree distributions are markedly heavy-tailed. In this paper we take our understanding of behavioral graphs a step further by showing that an intriguing empirical property of web graphs --- their compressibility--- cannot be exhibited by well-known graph models for the web and for social networks. We then develop amore nuanced model for web graphs and show that it does exhibit compressibility, in addition to previously modeled web graph properties.

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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
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!
11
Top 10%
Top 10%
Average
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