Dynamic Centrality for Directed Co-author Network with Context



November 5, 2014


http://creativecommons.org/licenses/by/ , info:eu-repo/semantics/OpenAccess


Co-author Network Directed Network Context Dynamic Networks Stationarity [ INFO ] Computer Science [cs]

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Kinetics Dynamical systems

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Alisa Babskova et al., « Dynamic Centrality for Directed Co-author Network with Context », Hyper Article en Ligne - Sciences de l'Homme et de la Société, ID : 10.1007/978-3-662-45237-0_17


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Abstract En

Co-author network is a typical example of dynamic complex network, which evolves and changes over time. One of the ways how to capture and describe the dynamics of the network is determination of Stationarity for detected communities in the network. In the paper, we have proposed the modified Stationarity, which is focused only on co-authors of a given author and not on the whole community to which the author belongs. Therefore, this modified Stationarity is defined for each author in the network and is perceived as dynamic centrality. The relations in homogeneous co-author network are not only set by the number of common publications, but are given by a context to terms used by the author extracted from the article titles. This dynamic centrality calculates with the evaluation by context of directed edges in co-author network. Such modified Stationarity gives us information about stability or dynamics of the author’s neighbourhood that influences her/him, or about the stability and dynamics of the author’s neighbourhood, which the author influences in relation to context.

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