Citation Analysis and Dynamics of Citation Networks by Michael Golosovsky

Author:Michael Golosovsky
Language: eng
Format: epub, pdf
ISBN: 9783030281694
Publisher: Springer International Publishing

6.5 Summary

The input parameters of our model of citation dynamics are fitness distribution ρ(η), aging functions for references and citations, A(t) and , correspondingly; the probability kernel of indirect citations P(K, t) = P 0 e −γt, and the average reference list length R 0. The fitness distribution is universal. It is a log-normal distribution with the mean μ ≈−1.48 and standard deviation σ ≈ 1.1.

The aging function for references is universal, while the aging function for citations is not and it is specific for each discipline. The difference between disciplines is related to their different growth rates.

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