Network Formation in the Political Blogosphere. An Application of Agent Based Simulation and e-Research Tools
AbstractThe political blogosphere has recently been the focus of attention for social network analysis and applications of network and graph theory. In a recent paper, Adamic and Glance (2005) report differences between the linking behavior of politically conservative vs. politically liberal Web bloggers. We construct a simple agent-based network formation model which shows that one such difference, demonstrating what we term ‘political homophily’, can be generated by connecting the blogosphere to the underlying population distribution of political preferences. The model is implemented as a web service in the e-tool VOSON (Virtual Observatory for the Study of Online Networks), and both model and tool serve to define a natural environment for research into link formation behavior with large numbers of heterogeneous network participants.
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Bibliographic InfoPaper provided by Institute for Advanced Studies in its series Economics Series with number 218.
Length: 14 pages
Date of creation: Oct 2007
Date of revision:
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Other versions of this item:
- Robert Ackland & Jamsheed Shorish, 2009. "Network Formation in the Political Blogosphere: An Application of Agent Based Simulation and e-Research Tools," Computational Economics, Society for Computational Economics, vol. 34(4), pages 383-398, November.
- D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-10-27 (All new papers)
- NEP-CMP-2007-10-27 (Computational Economics)
- NEP-NET-2007-10-27 (Network Economics)
- NEP-SOC-2007-10-27 (Social Norms & Social Capital)
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- Jackson, Matthew O. & Rogers, Brian W., 2005.
"The economics of small worlds,"
1214, California Institute of Technology, Division of the Humanities and Social Sciences.
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