The Web as an Adaptive Network: Coevolution of Web Behavior and Web Structure


McCabe, Connor, Watson, Richard, Prichard, Jane S. and Hall, Wendy (2011) The Web as an Adaptive Network: Coevolution of Web Behavior and Web Structure. In, Web Science Conference 2011, Koblenz , Germany, 14 - 17 Jun 2011.

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Description/Abstract

Much is known about the complex network structure of the Web, and about behavioral dynamics on the Web. A number of studies address how behaviors on the Web are affected by different network topologies, whilst others address how the behavior of users on the Web alters network topology. These represent complementary directions of influence, but they are generally not combined within any one study. In network science, the study of the coupled interaction between topology and behavior, or state-topology coevolution, is known as 'adaptive networks', and is a rapidly developing area of research. In this paper, we review the case for considering the Web as an adaptive network and several examples of state-topology coevolution on the Web. We also review some abstract results from recent literature in adaptive networks and discuss their implications for Web Science. We conclude that adaptive networks provide a formal framework for characterizing processes acting 'on' and 'of' the Web, and offers potential for identifying general organizing principles that seem otherwise illusive in Web Science

Item Type: Conference or Workshop Item (Paper)
Additional Information: Event Dates: June 14th-17th 2011
Keywords: Networks, User Behavior, Adaptive, Structure, Dynamics, Simulation, Web Science, Network Science
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Agents, Interactions & Complexity
ePrint ID: 272315
Date Deposited: 23 May 2011 09:47
Last Modified: 27 Mar 2014 20:18
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/272315

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