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Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation

机译:在基于Agent的模拟中调查社交网络演变和意见动态的关键因素

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In recent years social media platforms have experienced increasing attention of researchers due to their capabilities of providing information and spreading opinions of individuals, thus establishing a new environment for opinion formation on a societal level. To gain a better understanding of the occurring opinion dynamics, the interactions between the users and the content that has been shared in those environments has to be investigated. With our work, we want to shed light on the part played by the underlying network structure as information spread relies directly on it and every user of social media is affected by it. Therefore, we analyzed the role of network properties and dealing with friendships in such networks using an agent-based model. Our results reveal the capability of such models for investigating the influence of these factors on opinion dynamics and encourage further investigation in this field of research.
机译:近年来,社交媒体平台因其提供信息和传播个人意见的能力而受到研究人员的越来越多的关注,从而为在社会层面上形成意见提供了新的环境。为了更好地了解发生的意见动态,必须研究用户与那些环境中共享的内容之间的交互。通过我们的工作,我们希望阐明底层网络结构所扮演的角色,因为信息传播直接依赖于它,并且社交媒体的每个用户都受到它的影响。因此,我们使用基于代理的模型分析了网络属性的作用以及在此类网络中处理友谊的作用。我们的结果揭示了此类模型研究这些因素对意见动态的影响的能力,并鼓励在该研究领域中进行进一步的研究。

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