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Multiagent-based modelling and simulation of consensus formations in arguments

机译:基于Multiagent的参数共识模型建模与仿真

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We propose a two-layered multiagent model of a consensus formation in arguments consisting of a micro level and a macro level. The micro level simulates the opinion dynamics induced by mutual interactions among individual agents. We design this micro-level agent system using a cellular automaton by defining its local function based on the social impact theory. On the other hand, the macro level consists of mediator agents and makes a decision by integrating the opinions extracted from the micro-level simulation. We examined the characteristics of consensus formation processes by applying this model on the following three typical cases such that (1) it uses the distribution of opinions of all agents of the micro level, (2) it uses the distribution of opinions of selected agents of the micro level (Questionnaire), and (3) it uses opinions of selected mediators (votes). The results indicate that (3) is the best one, and (1) is better than (2).
机译:我们提出了由微观层次和宏观层次组成的争论的共识形成的两层多主体模型。微观层面模拟了个体个体之间相互影响所引发的意见动态。我们通过基于社会影响理论定义其局部功能,使用细胞自动机设计了这种微型代理系统。另一方面,宏级别由中介代理组成,并通过集成从微观仿真中提取的意见来做出决策。我们通过在以下三种典型情况下应用此模型来检验共识形成过程的特征:(1)使用微观层面所有主体的意见分布;(2)使用选定主体的意见主体的分布。微观层面(问卷),以及(3)它使用选定调解人的意见(投票)。结果表明(3)是最好的,(1)比(2)好。

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