期刊
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS
卷 820, 期 -, 页码 1-51出版社
ELSEVIER
DOI: 10.1016/j.physrep.2019.07.001
关键词
Complex networks; Coevolution spreading; Critical phenomena; Biological contagions; Social contagions; Resource allocation; Awareness diffusion
资金
- China Postdoctoral Science Foundation [2018M631073]
- China Postdoctoral Science Special Foundation [20191120829]
- Fundamental Research Funds for the Central Universities, China
- National Natural Science Foundation of China [61773412, U1711265, 61433014]
- Program for Guangdong Introducing Innovative and Entrepreneurial Teams, China [2017ZT07X355]
- Guangzhou Science and Technology Project, China [201804010473]
- Guangdong Research and Development Program in Key Fields, China [2019B020214002]
- Three Big Constructions-Supercomputing Application Cultivation Projects - National Supercomputer Center in Guangzhou
- Science Promotion Program of UESTC, China [Y03111023901014006]
The propagations of diseases, behaviors and information in real systems are rarely independent of each other, but they are coevolving with strong interactions. To uncover the dynamical mechanisms, the evolving spatiotemporal patterns and critical phenomena of networked coevolution spreading are extremely important, which provide theoretical foundations for us to control epidemic spreading, predict collective behaviors in social systems, and so on. The coevolution spreading dynamics in complex networks has thus attracted much attention in many disciplines, In this review, we introduce recent progress in the study of coevolution spreading dynamics, emphasizing the contributions from the perspectives of statistical mechanics and network science. The theoretical methods, critical phenomena, phase transitions, interacting mechanisms, and effects of network topology for four representative types of coevolution spreading mechanisms, including the coevolution of biological contagions, social contagions, epidemic-awareness, and epidemic-resources, are presented in detail, and the challenges in this field as well as open issues for future studies are also discussed. (C) 2019 Elsevier B.V. All rights reserved.
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