Quantifying Social Network Dynamics
Social and Information Networks
2013-03-21 v1 Physics and Society
Abstract
The dynamic character of most social networks requires to model evolution of networks in order to enable complex analysis of theirs dynamics. The following paper focuses on the definition of differences between network snapshots by means of Graph Differential Tuple. These differences enable to calculate the diverse distance measures as well as to investigate the speed of changes. Four separate measures are suggested in the paper with experimental study on real social network data.
Cite
@article{arxiv.1303.5009,
title = {Quantifying Social Network Dynamics},
author = {Radosław Michalski and Piotr Bródka and Przemysław Kazienko and Krzysztof Juszczyszyn},
journal= {arXiv preprint arXiv:1303.5009},
year = {2013}
}
Comments
In proceedings of the 4th International Conference on Computational Aspects of Social Networks, CASoN 2012