DocumentCode :
2000832
Title :
Contagion and diversity of preference
Author :
Iwanaga, Shinya ; Namatame, Akira
Author_Institution :
Dept. of Maritime Safety Technol., Japan Coast Guard Acad., Kure, Japan
fYear :
2012
fDate :
20-24 Nov. 2012
Firstpage :
935
Lastpage :
940
Abstract :
There are growing interests for studying collective behavior including the dynamics of markets, the emergence of social norms and conventions, and collective phenomena in daily life such as traffic congestion. In this paper, we deal with collective behavior in population with several social networks. We showed that collective behavior in cooperative relationships is affected in the structure of the social network and under the heterogeneity of preference. We showed that collective behavior is affected by clustering coefficient. In regular network and small world network for a homogeneous preferences population, minority choice has a chance to spread throughout in the population. This is when the standardized clustering coefficient is low. We showed that collective behavior is affected by standard deviation. In population of uniform distribution and two-sided distribution, minority choice has a chance to spread throughout in the population. This is when standardized deviation is high. Then, we found that clustering coefficient affects on collective behavior in any preferences. On the other hands, collective behavior in diverse population is hard to forecast.
Keywords :
pattern clustering; small-world networks; social sciences; statistical distributions; cooperative relationships; homogeneous preferences population; minority choice; population collective behavior; preference heterogeneity; regular network; small world network; social networks; standard deviation; standardized clustering coefficient; two-sided distribution population; uniform distribution population; agent; collective behavior; contagion; preference; social network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
Type :
conf
DOI :
10.1109/SCIS-ISIS.2012.6505002
Filename :
6505002
Link To Document :
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