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The Transition Towards Immortality: Non-linear Autocatalytic Growth of Citations to Scientific Papers.

Authors :
Golosovsky, Michael
Solomon, Sorin
Source :
Journal of Statistical Physics; Apr2013, Vol. 151 Issue 1/2, p340-354, 15p, 1 Chart, 9 Graphs
Publication Year :
2013

Abstract

We discuss microscopic mechanisms of complex network growth, with the special emphasis of how these mechanisms can be evaluated from the measurements on real networks. As an example we consider the network of citations to scientific papers. Contrary to common belief that its growth is determined by the linear preferential attachment, our microscopic measurements show that it is driven by the nonlinear autocatalytic growth. This invalidates the scale-free hypothesis for the citation network. The nonlinearity is responsible for a dramatic dynamical phase transition: while the citation lifetime of majority of papers is 6-10 years, the highly-cited papers have practically infinite lifetime. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00224715
Volume :
151
Issue :
1/2
Database :
Complementary Index
Journal :
Journal of Statistical Physics
Publication Type :
Academic Journal
Accession number :
86449498
Full Text :
https://doi.org/10.1007/s10955-013-0714-z