Anomalous diffusion in the citation time series of scientific publications

Maryam Zamani, Erez Aghion, Peter Pollner, Tamas Vicsek, Holger Kantz

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

We analyze the citation time-series of manuscripts in three different fields of science; physics, social science and technology. The evolution of the time-series of the yearly number of citations, namely the citation trajectories, diffuse anomalously, their variance scales with time ? t2H, where H = 1/2. We provide detailed analysis of the various factors that lead to the anomalous behavior: non-stationarity, long-ranged correlations and a fat-tailed increment distribution. The papers exhibit a high degree of heterogeneity across the various fields, as the statistics of the highest cited papers is fundamentally different from that of the lower ones. The citation data is shown to be highly correlated and non-stationary; as all the papers except the small percentage of them with high number of citations, die out in time.

Original languageEnglish
Article number035024
JournalJournal of Physics: Complexity
Volume2
Issue number3
DOIs
StatePublished - Sep 2021
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2021 The Author(s).

Keywords

  • Anomalous diffusion
  • Citation trajectory
  • Non-stationarity

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