Networks embedded in n-dimensional space: The impact of dimensionality change

Gabor Peli; Jeroen Bruggeman

doi:10.1016/j.socnet.2005.11.002

Networks embedded in n-dimensional space: The impact of dimensionality change

Gabor Peli^*
, Jeroen Bruggeman

^*Corresponding author for this work

Faculty of Economics and Business

Research output: Contribution to journal › Article › Academic › peer-review

10 Citations (Scopus)

Abstract

Social networks can be embedded in an n-dimensional space, where the dimensions may reveal or denote underlying properties of interest. When the pertaining actors occupy niches of resources in this space, e.g., organizational niches of affiliates, we show there exists a non-monotonic effect of dimensionality change. Depending on niche width, relatively narrow or wide, dimensionality change has opposing effects on niche volume. (c) 2005 Elsevier B.V. All rights reserved.

Original language	English
Pages (from-to)	449-453
Number of pages	5
Journal	Social Networks
Volume	28
Issue number	4
DOIs	https://doi.org/10.1016/j.socnet.2005.11.002
Publication status	Published - Oct-2006

Keywords

network embedding
hypersphere volume
niche
ECOLOGY

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AB - Social networks can be embedded in an n-dimensional space, where the dimensions may reveal or denote underlying properties of interest. When the pertaining actors occupy niches of resources in this space, e.g., organizational niches of affiliates, we show there exists a non-monotonic effect of dimensionality change. Depending on niche width, relatively narrow or wide, dimensionality change has opposing effects on niche volume. (c) 2005 Elsevier B.V. All rights reserved.

KW - network embedding

KW - hypersphere volume

KW - niche

KW - ECOLOGY

U2 - 10.1016/j.socnet.2005.11.002

DO - 10.1016/j.socnet.2005.11.002

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JO - Social Networks

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Networks embedded in n-dimensional space: The impact of dimensionality change

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Keywords

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