Model-based Monitoring and Analysis of the Network Community Dynamics in a Textured State Space

P. 44–49.

Tsukanova O. A., Vishnyakova E., Maltseva S. V.

The basic model of a network community as a dynamic system is suggested. Evolutionary platform concept and its development by the “black box” principle are described. Evolutionary progress and also different types of the network community motion order in a state space are considered. Such system categories as a “space between the texture layers” and “evolution rate” are determined. Different metrics related to the network community graph features are analyzed. Experiments are conducted on the basis of the data, imported from the Twitter Network using NodeXL software.

Keywords: network community dynamics, textured state space, evolutionary platform, motion order, evolution rate

In book

Proceedings of the 16th IEEE Conference on Business Informatics

Vol. 1. , Los Alamitos: IEEE Computer Society, 2014.