Juszczyszyn, K. and Musial, K., 2009. Motif-based Analysis of Social Position Influence on Interconnection Patterns in Complex Social Network. In: ACIIDS 2009: First Asian Conference on Intelligent Information and Database Systems, 2009, Dong Hoi, 1-3 April 2009. IEEE, pp. 34-39.
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Motifs are small subgraphs showing statistically significant occurrence in given network. Motif analysis helps to insight into the local topology and functions of complex networks. The social position measure is interpreted as the importance of the node (user) within the network. We propose to fuse motif analysis with the social position assessment by colouring the nodes according to the measured position. As the distribution of discovered coloured motifs is utilized to mine the interconnection patterns between nodes, the results allow us to evaluate the influence of social position on the local topology of network connections. The experiment was carried out on the large social network derived from email communication.
|Item Type:||Book Section|
|Uncontrolled Keywords:||Complex Social Network , Motif Analysis , Social Position|
|Subjects:||Generalities > Computer Science and Informatics|
|Group:||School of Design, Engineering & Computing > Smart Technology Research Centre|
|Deposited By:||Dr Katarzyna Musial LEFT|
|Deposited On:||22 Sep 2010 10:14|
|Last Modified:||07 Mar 2013 15:36|
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