论文标题

链接更新策略会影响共识决策作为交流方向的函数

Link updating strategies influence consensus decisions as a function of the direction of communication

论文作者

Kunjar, Sharaj, Strandburg-Peshkin, Ariana, Giese, Helge, Minasandra, Pranav, Sarkar, Sumantra, Jolly, Mohit Kumar, Gradwohl, Nico

论文摘要

社会群体中的共识决策在很大程度上取决于确定个人发送的信息以及他们收到的信息的沟通链接。在这里,我们询问共识决策如何受到链接的战略更新以及这种影响如何随沟通方向而变化。我们使用两个类似选民的意见模型的均值模拟:传入模型(个人选择从中获得意见的人)和一个传出模型(个人选择向谁传递意见)的模型(在其中选择谁将意见)量化了大量人群中的链接和意见动态的共同进化。我们表明,个人可以通过在收到意见(传入模型)的同时打破不同意见的链接来偏向群体级别的成果,并在发送意见(传出模型)时保持不同意的链接。重要的是,这些偏见可以帮助人口避免僵局并达成共识。但是,在存在强烈的偏好的情况下淡化了分歧的作用 - 高度顽固的个体可以塑造决策以偏爱他们的偏好,从而产生非共识结果。我们得出的结论是,共同改变沟通结构可以偏向共识的决策,这是偏好力量和交流方向的函数。

Consensus decision-making in social groups strongly depends on communication links that determine to whom individuals send, and from whom they receive, information. Here, we ask how consensus decisions are affected by strategic updating of links and how this effect varies with the direction of communication. We quantified the co-evolution of link and opinion dynamics in a large population with binary opinions using mean-field numerical simulations of two voter-like models of opinion dynamics: an Incoming model (where individuals choose who to receive opinions from) and an Outgoing model (where individuals choose who to send opinions to). We show that individuals can bias group-level outcomes in their favor by breaking disagreeing links while receiving opinions (Incoming Model) and retaining disagreeing links while sending opinions (Outgoing Model). Importantly, these biases can help the population avoid stalemates and achieve consensus. However, the role of disagreement avoidance is diluted in the presence of strong preferences - highly stubborn individuals can shape decisions to favor their preferences, giving rise to non-consensus outcomes. We conclude that collectively changing communication structures can bias consensus decisions, as a function of the strength of preferences and the direction of communication.

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