Physics – Physics and Society
Scientific paper
2006-11-30
Complexity, Vol. 12 (2), pp. 59-63, November 2006
Physics
Physics and Society
11 pages, 4 figures
Scientific paper
We develop a new approach to the study of the dynamics of link utilization in complex networks using records of communication in a large social network. Counter to the perspective that nodes have particular roles, we find roles change dramatically from day to day. "Local hubs" have a power law degree distribution over time, with no characteristic degree value. Our results imply a significant reinterpretation of the concept of node centrality in complex networks, and among other conclusions suggest that interventions targeting hubs will have significantly less effect than previously thought.
Bar-Yam Yaneer
Braha Dan
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