E.A. Leicht, Structure of Time Evo citation networks 2007
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Contents
Citation
E.A. Leicht, G. Clarkson, K. Shedden, and M.E.J. Newman.2007. Large-scale structure of time evolving citation networks.In European Physical Journal B.-Volume 59, P75–83.
Online Version
Structure of Time Evolving Citation Networks
Summary
This paper uses three methods to examine the structure of large-scale networks (focus in particular on citation networks//link needed) that evolve over time. This paper demonstrates how each of these methods can divide the structure of large-scale network. A network of citations between opinions of the United States Supreme Court is used as an example in this paper.
Brief Description of Three Analysis Methods
- A mixture model of citation process makes use of expectation-maximization algorithm.