群体中信息扩散建模的关键参数

K. Lakkaraju, Ann E. Speed
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引用次数: 1

摘要

建模和仿真可以成为帮助开发技术的重要工具,以便更好地传达灾难准备和恢复所需的安全关键信息。然而,如果这些工具不能同时捕捉到社会成分(信息如何通过个体之间的交流在群体中传播)和认知成分(个体如何整合信息并改变行为),那么它们的用处就不大。本文的目的是通过总结态度改变文献中发现的一些重要现象,为更复杂的模拟奠定基础。我们描述了四个重要的过程:(1)一致性的驱动;(2)信息失真;(3)说服路线;(4)内隐/外显态度。我们描述了说明这些现象的实验和影响它们的因素(认知负荷、态度关系和社会网络)。最后,我们描述了一个概念模型,该模型捕获了其中的一些过程,可以用作起点。
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Key parameters for modeling information diffusion in populations
Modeling and simulation can be an important tool in helping develop techniques to better communicate safety-critical information for disaster preparation and recovery. However, these tools are only moderately useful if they do not capture both the social component (how information diffuses in a population through communication between individuals) and the cognitive component (how individuals integrate information and change behavior). The objective of this paper is to lay the groundwork for more complex simulations by providing a summarization of some of the important phenomenon identified in the attitude change literature. We describe four processes that are important to capture: (1) the drive for consistency; (2) information distortion; (3) persuasion route; and (4) implicit/explicit attitudes. We describe the experiments that illustrated these phenomenon and the factors that influence them (cognitive load, attitude relationships, and the social network). Finally, we describe a conceptual model that captures some of these processes and can be used as a starting point.
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