Research on the competing evolution model and empirical analysis of complex network

Author(s):  
Li Shou-wei ◽  
Wang Zuo-gong
2021 ◽  
Vol 24 (2) ◽  
pp. 24001
Author(s):  
V. Palchykov ◽  
M. Krasnytska ◽  
O. Mryglod ◽  
Yu. Holovatch

We suggest an underlying mechanism that governs the growth of a network of concepts, a complex network that reflects the connections between different scientific concepts based on their co-occurrences in publications. To this end, we perform empirical analysis of a network of concepts based on the preprints in physics submitted to the arXiv.org. We calculate the network characteristics and show that they cannot follow as a result of several simple commonly used network growth models. In turn, we suggest that a simultaneous account of two factors, i.e., growth by blocks and preferential selection, gives an explanation of empirically observed properties of the concepts network. Moreover, the observed structure emerges as a synergistic effect of these both factors: each of them alone does not lead to a satisfactory picture.


2020 ◽  
Vol 214 ◽  
pp. 107848
Author(s):  
Zhongyi Sui ◽  
Yuanqiao Wen ◽  
Yamin Huang ◽  
Chunhui Zhou ◽  
Changshi Xiao ◽  
...  

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