The Art and Science of Dynamic Network Visualization.
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TL;DR
A framework for visualizing social networks and their dynamics is proposed, and a tool that enables debate and reflection on the quality of visualizations used in empirical research is presented.
Abstract
If graph drawing is to become a methodological tool instead of an illustrative art, many concerns need to be overcome. We discuss the problems of social network visualization, and particularly, problems of dynamic network visualization. We consider issues that arise from the aggregation of continuous-time relational data ("streaming " interactions) into a series of networks. We discuss our experience developing SoNIA (Social Network Image Animator,
