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Transparency effect in the emergence of monopolies in social networks

Amir Hossein Shirazi, Ali Namaki, Amir Ahmad Roohi, Gholam Reza Jafari

Article (2013)

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Abstract

A power law degree distribution is displayed in many complex networks. However, in most real social and economic networks, deviation from power-law behavior is observed. Such networks also have giant hubs far from the tail of the power law distribution. We propose a model based on information 'transparency (i.e. how much information is visible to others), which can explain the power structure in societies with non-transparency in information delivery. The emergence of very high degree nodes is explained as a direct result of censorship. Based on these assumptions, we define four distinct transparency regions: perfectly non-transparent, low transparent, perfectly transparent regions and regions where information is exaggerated. We observe the emergence of some very high degree nodes in low transparency networks. We show that the low transparency networks are more vulnerable to attack and the controllability of low transparent networks is more difficult than for the others. Also, the low transparency networks have a smaller mean path length and higher clustering coefficients than the other regions.

Uncontrolled Keywords

Physics; Physics and Society; Computer Science - Social and Information Networks; Social and economical networks; Information transparency; Super-nodes and monopolies

Subjects: 2700 Information technology > 2717 Modelling and simulation studies
8000 Social sciences and humanities > 8000 Social sciences and humanities
Department: Department of Engineering Physics
Research Center: RQMP - Regroupement québécois sur les matériaux de pointe
PolyPublie URL: https://publications.polymtl.ca/3438/
Journal Title: Journal of Artificial Societies and Social Simulation (vol. 16, no. 1)
Publisher: SIMSOC Consortium
DOI: 10.18564/jasss.2054
Official URL: https://doi.org/10.18564/jasss.2054
Date Deposited: 12 Dec 2018 11:52
Last Modified: 11 Nov 2022 03:39
Cite in APA 7: Shirazi, A. H., Namaki, A., Roohi, A. A., & Jafari, G. R. (2013). Transparency effect in the emergence of monopolies in social networks. Journal of Artificial Societies and Social Simulation, 16(1), 1-8. https://doi.org/10.18564/jasss.2054

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