TY - JOUR
T1 - Anomalous diffusion in the citation time series of scientific publications
AU - Zamani, Maryam
AU - Aghion, Erez
AU - Pollner, Peter
AU - Vicsek, Tamas
AU - Kantz, Holger
N1 - Publisher Copyright:
© 2021 The Author(s).
PY - 2021/9
Y1 - 2021/9
N2 - 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.
AB - 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.
KW - Anomalous diffusion
KW - Citation trajectory
KW - Non-stationarity
UR - http://www.scopus.com/inward/record.url?scp=85117164015&partnerID=8YFLogxK
U2 - 10.1088/2632-072X/ac24f1
DO - 10.1088/2632-072X/ac24f1
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AN - SCOPUS:85117164015
SN - 2632-072X
VL - 2
JO - Journal of Physics: Complexity
JF - Journal of Physics: Complexity
IS - 3
M1 - 035024
ER -