文化传播:一个具有社会影响的主体模型

Ngan Nguyen, Hongfei Chen, B. Jin, Walker Quinn, C. Tyler, A. Landsberg
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引用次数: 2

摘要

我们在一个类似于axelrod的基于主体的模型的背景下研究文化传播,该模型描述了文化特征在社会中的传播,并添加了社会影响的元素。与原来的Axelrodmodel相比,这种修改产生的吸收态在不同文化区域的数量和大小上表现出更大的变化,我们确定了导致这种异质性扩大的机制。我们开发了几个新的指标来定量表征这些吸收态的异质性和几何性质。此外,我们在我们的社会影响模型和阿克塞尔罗德模型中研究了吸收状态的动态方法,这不仅对两个模型随时间的行为差异产生了有趣的见解,而且还为阿克塞尔罗德原始模型的行为提供了更全面的观点。本文介绍的定量计量学在各种基于主体的文化传播模型中具有广泛的潜在适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cultural Dissemination: An Agent-Based Model with Social Influence
We study cultural dissemination in the context of an Axelrod-like agent-based model describing the spread of cultural traits across a society, with an added element of social influence. Thismodification produces absorbing states exhibiting greater variation in number and size of distinct cultural regions compared to the original Axelrodmodel, and we identify the mechanism responsible for this amplification in heterogeneity. We develop several new metrics to quantitatively characterize the heterogeneity and geometric qualities of these absorbing states. Additionally, we examine the dynamical approach to absorbing states in both our Social Influence Model as well as the Axelrod Model, which not only yields interesting insights into the di erences in behavior of the twomodels over time, but also provides amore comprehensive view into the behavior of Axelrod’s originalmodel. Thequantitativemetrics introduced in this paperhavebroadpotential applicability across a large variety of agent-based cultural dissemination models.
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