Adaptive topological coevolution of interdependent networks : Scientific collaboration-citation networks as an example
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 125518 |
Journal / Publication | Physica A: Statistical Mechanics and its Applications |
Volume | 564 |
Online published | 5 Nov 2020 |
Publication status | Published - 15 Feb 2021 |
Link(s)
Abstract
Topological evolution is a ubiquitous feature of complex networks. In a set of coupled networks, either with the same or different types of nodes, the topological evolution of a network may have a profound influence on the others. This work i) reports observations of adaptive topological coevolution between the scientific collaboration and paper citation networks, and ii) proposes a concise framework of modeling the coevolution phenomenon between the interdependent networks. Adaptation to structural evolutions from its counterparts is a crucial topological evolutionary mechanism of a complex network. This work provides a new perspective for a better understanding of the driving forces of topological evolution and may further help with applications, such as link prediction and failure mitigation, in complex networks.
Research Area(s)
- Adaptive topological coevolution, Citation network, Interdependent networks, Scientific collaboration network
Citation Format(s)
Adaptive topological coevolution of interdependent networks : Scientific collaboration-citation networks as an example. / Liu, Xiao Fan; Chen, Hou-Jin; Sun, Wu-Jiu.
In: Physica A: Statistical Mechanics and its Applications, Vol. 564, 125518, 15.02.2021.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review