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Fig. 8.3
The structure of the system before the publication of the ground breaking paper by Watts
Fig. 8.4
The structure of the system after the publication of Watts 1998
Complex Network Analysis (1996-2004)
Figures 8.3 and 8.4 illustrate how the system adapts to the publication of the
groundbreaking paper by Watts'98. The network was derived from 5,135 articles
published on small-world networks between 1990 and 2010. The network of 205
references and 1,164 co-citation links is divided into 12 clusters with a modularity
of 0.6537 and the mean silhouette of 0.811. The red lines are made by the
top-15 articles measured by the centrality variation rate. Only major clusters'
labels are shown in the figure. Dashed lines in red are novel connections made
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