We gratefully acknowledge support from
the Simons Foundation and member institutions.
Full-text links:

Download:

Current browse context:

physics.soc-ph

Change to browse by:

References & Citations

Bookmark

(what is this?)
CiteULike logo BibSonomy logo Mendeley logo del.icio.us logo Digg logo Reddit logo

Physics > Physics and Society

Title: Effects of homophily and heterophily on preferred-degree networks: mean-field analysis and overwhelming transition

Abstract: We investigate the long-time properties of a dynamic, out-of-equilibrium network of individuals holding one of two opinions in a population consisting of two communities of different sizes. Here, while the agents' opinions are fixed, they have a preferred degree which leads them to endlessly create and delete links. Our evolving network is shaped by homophily/heterophily, which is a form of social interaction by which individuals tend to establish links with others having similar/dissimilar opinions. Using Monte Carlo simulations and a detailed mean-field analysis, we study in detail how the sizes of the communities and the degree of homophily/heterophily affects the network structure. In particular, we show that when the network is subject to enough heterophily, an "overwhelming transition" occurs: individuals of the smaller community are overwhelmed by links from agents of the larger group, and their mean degree greatly exceeds the preferred degree. This and related phenomena are characterized by obtaining the network's total and joint degree distributions, as well as the fraction of links across both communities and that of agents having fewer edges than the preferred degree. We use our mean-field theory to discuss the network's polarization when the group sizes and level of homophily vary.
Comments: 24 pages, 10 figures
Subjects: Physics and Society (physics.soc-ph); Statistical Mechanics (cond-mat.stat-mech); Social and Information Networks (cs.SI); Adaptation and Self-Organizing Systems (nlin.AO)
Journal reference: J. Stat. Mech. 013402:1-28 (2022)
DOI: 10.1088/1742-5468/ac410f
Cite as: arXiv:2107.13945 [physics.soc-ph]
  (or arXiv:2107.13945v2 [physics.soc-ph] for this version)

Submission history

From: Xiang Li [view email]
[v1] Thu, 29 Jul 2021 13:08:24 GMT (1317kb)
[v2] Sat, 29 Jan 2022 05:50:39 GMT (2734kb,D)

Link back to: arXiv, form interface, contact.