Supple Networks: Preferential Attachment by Diversity in Nascent Social Graphs
JAMESON K. M. WATTS and KENNETH W. KOPUT Supple networks: Preferential attachment by diversity in nascent social graphs. Network Science, Available on CJO 2014 doi:10.1017/ nws.2014.21
24 Pages Posted: 6 Apr 2014 Last revised: 15 Nov 2014
Date Written: April 3, 2014
Abstract
A preference for diversity has been identified as an important predictor of tie formation in certain networks, both social and organizational, that also exhibit a high degree of suppleness – the ability to retain their general form and character under stress (Durkheim, 1893/1997; Powell et al., 1996; Powell et al., 2005; Koput & Gutek, 2010). Extant models of preferential attachment, based on popularity, similarity, and cohesion, meanwhile, produce exceedingly brittle networks (Albert et al., 2000; Callaway et al., 2000; Holme et al., 2002; Shore et al., 2013). A model of preferential attachment based on diversity is introduced and simulated, demonstrating that a preference for diversity can create a structure characterized by suppleness. This occurs because a preference for diversity promotes overlapping and redundant weak ties during the early stages of network formation.
Keywords: social networks, complex networks, diversity, resilience, preferential attachment
JEL Classification: L00
Suggested Citation: Suggested Citation