2007
DOI: 10.2307/20079189
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Emergence and Resilience of Social Networks: A General Theoretical Framework

Abstract: We introduce and study a general model of social network formation and evolution based on the concept of preferential link formation between similar nodes and increased similarity between connected nodes. The model is studied numerically and analytically for three definitions of similarity. In common with real-world social networks, we find coexistence of high and low connectivity phases and history dependence. We suggest that the positive feedback between linking and similarity which is responsible for the mo… Show more

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Cited by 16 publications
(15 citation statements)
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References 25 publications
(38 reference statements)
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“…Statistical models for the dynamics of networks only are reviewed in Snijders (1995Snijders ( , 2005. Although models for simultaneous dynamics of a social network and actor behavior have been discussed in the literature accord-ing to various theoretical approaches (some examples are Bala and Goyal, 2000, Carley, 1991, Durlauf and Young, 2001, Ehrhardt et al, 2005, Latané and Nowak, 1997, Mark, 1991, Macy et al, 2003, this is, to our knowledge, the first model of this kind that can be used for statistical inference. The model proposed here is more flexible than the models proposed in these references, and can represent a wider variety of dynamics, due to the flexibility in specifying the rate, evaluation, and endowment functions.…”
Section: Discussionmentioning
confidence: 99%
“…Statistical models for the dynamics of networks only are reviewed in Snijders (1995Snijders ( , 2005. Although models for simultaneous dynamics of a social network and actor behavior have been discussed in the literature accord-ing to various theoretical approaches (some examples are Bala and Goyal, 2000, Carley, 1991, Durlauf and Young, 2001, Ehrhardt et al, 2005, Latané and Nowak, 1997, Mark, 1991, Macy et al, 2003, this is, to our knowledge, the first model of this kind that can be used for statistical inference. The model proposed here is more flexible than the models proposed in these references, and can represent a wider variety of dynamics, due to the flexibility in specifying the rate, evaluation, and endowment functions.…”
Section: Discussionmentioning
confidence: 99%
“…This study is based on the Emergence and Resilience of Social Networks theory by Ehrhardt (2007). The theory states that social phenomena or occurrence displays an inherent network dimension hence social networks are largely shaped by the evolution of those phenomena.…”
Section: Theoretical Frameworkmentioning
confidence: 99%
“…Following recent models by Ehrhardt et al (2006Ehrhardt et al ( , 2008b, I assume that there exists an exogenous random shock removing any of these links. This unguided drift term models the phenomenon of environmental volatility, and is a key ingredient of the model.…”
Section: Co-evolution With Noisementioning
confidence: 99%