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

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

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...

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Bibliographic Details
Published in:2014 IEEE 16th Conference on Business Informatics Vol. 2; pp. 44 - 49
Main Authors: Tsukanova, O. A., Vishnyakova, E. P., Maltseva, S. V.
Format: Conference Proceeding
Language:English
Published: IEEE 01-07-2014
Subjects:
Communities
Data models
Data structures
Dynamics
evolution rate
evolutionary platform
Measurement
motion order
network community dynamics
textured state space
Twitter
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Description
Summary: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.
ISSN:2378-1963
2378-1971
DOI:10.1109/CBI.2014.32