OPINION DYNAMICS IN COMPLEX NETWORKS

被引:0
作者
Zhang, Wei [1 ]
He, Ming-sheng [2 ]
Jin, Rui [2 ]
机构
[1] Harbin Inst Technol, Sch Management, Harbin 150006, Peoples R China
[2] East China Univ Polit Sci & Law, Sch Social Dev, Shanghai, Peoples R China
来源
LITHUANIAN JOURNAL OF PHYSICS | 2013年 / 53卷 / 04期
关键词
opinion dynamics; complex network; structural cohesion; rich nodes; Weisbuch-Deffuant model; BOUNDED CONFIDENCE; CONSENSUS MODEL;
D O I
暂无
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Based on the modification of the convergence parameter mu in the Weisbuch-Deffuant (WD) model, we investigated the influence of the network structure on opinion dynamics by comparing the processes of opinion dynamics in the Watts-Strogatz (WS) small-world network and Barabasi-Albert (BA) scale-free network. The simulation results present that the time evolution of opinions does not always end up with a consensus; the final number of opinion clusters depends on the value of the bounded confidence but compared with the situation in the original WD model the effect of the bounded confidence is different when dynamics happens in the small-world network and BA network. Furthermore, the structural cohesion of the network is strengthened by the rich nodes in the BA network, which make the opinions evolve at a much faster rate than those in the small-world network.
引用
收藏
页码:185 / 194
页数:10
相关论文
共 34 条
[1]  
[Anonymous], 2003, Heterogenous Agents, Interactions and Economic Performance
[2]  
[Anonymous], 2003, Probability Theory
[3]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[4]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[5]   Mixing beliefs among interacting agents [J].
Deffuant, G ;
Neau, D ;
Amblard, F ;
Weisbuch, G .
APPLICATIONS OF SIMULATION TO SOCIAL SCIENCES, 2000, :87-98
[6]   CENTRALITY IN SOCIAL NETWORKS CONCEPTUAL CLARIFICATION [J].
FREEMAN, LC .
SOCIAL NETWORKS, 1979, 1 (03) :215-239
[7]   TOWARDS A THEORY OF COLLECTIVE PHENOMENA - CONSENSUS AND ATTITUDE CHANGES IN GROUPS [J].
GALAM, S ;
MOSCOVICI, S .
EUROPEAN JOURNAL OF SOCIAL PSYCHOLOGY, 1991, 21 (01) :49-74
[8]  
Guo L, 2009, COMMUN COMPUT PHYS, V5, P1045
[9]  
Hegselmann R, 2002, JASSS-J ARTIF SOC S, V5
[10]   Multidimensional consensus model on a Barabasi-Albert network [J].
Jacobmeier, D .
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2005, 16 (04) :633-646