Phase transition in information propagation on high-order networks

doi:10.1142/S0217979220502033

IR > 计算机与通信学院

	Phase transition in information propagation on high-order networks
	Nian, Fuzhong; Yu, X.; Cao, J.; Luo, L.
	2020-08-20
发表期刊	INTERNATIONAL JOURNAL OF MODERN PHYSICS B
ISSN	0217-9792
卷号	34 期号:21
摘要	The phase transition in information spreading was investigated. Two phase transitions were studied, respectively, from the point of view of network information and the node information, and the corresponding simulations were implemented on high-order networks. In order to explore the phase transition in information dissemination, this paper analyzes the characteristics of social networks and constructs a high-order network model with explicit, subexplicit, and implicit relationships. The factors affecting interpersonal communication were analyzed, the social cumulative effect was introduced, and two transmission models with characteristics of permanent forgetting and temporary forgetting were proposed. The comparison between simulated experiment and real case shows that the network mode accord with the characteristics of the actual network, and the two models of phase transitions are closer to the actual.
关键词	High-order network information propagation SCE SI2R model phase transition
DOI	10.1142/S0217979220502033
收录类别	SCIE
语种	英语
WOS研究方向	Physics
WOS类目	Physics, Applied ; Physics, Condensed Matter ; Physics, Mathematical
WOS记录号	WOS:000576739700004
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
来源库	WOS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/155121
专题	计算机与通信学院兰州理工大学
通讯作者	Nian, Fuzhong
作者单位	Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Nian, Fuzhong,Yu, X.,Cao, J.,et al. Phase transition in information propagation on high-order networks[J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B,2020,34(21).
APA	Nian, Fuzhong,Yu, X.,Cao, J.,&Luo, L..(2020).Phase transition in information propagation on high-order networks.INTERNATIONAL JOURNAL OF MODERN PHYSICS B,34(21).
MLA	Nian, Fuzhong,et al."Phase transition in information propagation on high-order networks".INTERNATIONAL JOURNAL OF MODERN PHYSICS B 34.21(2020).

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