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