DocumentCode
1976339
Title
Evolutionary game of opinion dynamics under impact of structural balance
Author
Wei Li ; Pei Li ; Hui Wang ; Pengyi Fan
Author_Institution
Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
Volume
2
fYear
2012
fDate
20-21 Oct. 2012
Firstpage
208
Lastpage
211
Abstract
In recent years, many models have been introduced to study on that how those microcosmic individuals with different opinions tend to format macroscopic consensus in the opinion interaction, which have been described by evolutionary game theory. This paper introduce the game theory to model the formation of binary opinions in signed network: cooperative game is used to model the interaction rules of positive(+) relationship between two individuals; minority game is used to model the interaction rules of negative(-) relationship between two individuals. When we calculate those individuals cumulative payoffs, we are firstly induce the probability parameter <;P>; which represent the impact of balance payoff base on structure balance theory to opinion dynamics. Meanwhile, in our work, the result also suggest that when individual resort to more neighbors´ opinion as reference, the more difficulty for individual to decide which opinion should be selected, ultimately more consensus time (Tc) will spend on those debate process among individuals.
Keywords
evolutionary computation; game theory; probability; cooperative game; cumulative payoffs; evolutionary game theory; macroscopic consensus; microcosmic individuals; opinion dynamics; opinion interaction; probability parameter; structural balance; Barium; Educational institutions; Electronic mail; Game theory; Games; Information systems; Peer to peer computing; evolutionary game; opinion dynamics; structural balance;
fLanguage
English
Publisher
ieee
Conference_Titel
System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2012 3rd International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4673-0914-1
Type
conf
DOI
10.1109/ICSSEM.2012.6340846
Filename
6340846
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