ADVERTISING AND IRREVERSIBLE OPINION SPREADING IN COMPLEX SOCIAL NETWORKS

被引:4
|
作者
Candia, Julian [1 ,2 ,3 ]
机构
[1] Northeastern Univ, Ctr Complex Network Res, Boston, MA 02115 USA
[2] Northeastern Univ, Dept Phys, Boston, MA 02115 USA
[3] Univ Nacl La Plata, CCT La Plata, INIFTA, La Plata, Buenos Aires, Argentina
来源
INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2009年 / 20卷 / 06期
基金
美国国家科学基金会;
关键词
Complex networks; sociophysics; kinetic growth models; phase transitions; nonequilibrium processes; PHASE-TRANSITION; MASS-MEDIA; MODEL; DYNAMICS; PHYSICS;
D O I
10.1142/S0129183109014011
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Irreversible opinion spreading phenomena are studied on small-world and scale-free networks by means of the magnetic Eden model, a nonequilibrium kinetic model for the growth of binary mixtures in contact with a thermal bath. In this model, the opinion of an individual is affected by those of their acquaintances, but opinion changes (analogous to spin flips in an Ising-like model) are not allowed. We focus on the influence of advertising, which is represented by external magnetic fields. The inter play and competition between temperature and fields lead to order-disorder transitions, which are found to also depend on the link density and the topology of the complex network substrate. The effects of advertising campaigns with variable duration, as well as the best cost-effective strategies to achieve consensus within different scenarios, are also discussed.
引用
收藏
页码:799 / 815
页数:17
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