人口模拟的创新社会网络模型

M. Massei, R. D. Matteo
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引用次数: 1

摘要

今天,社交网络是社会的一个重要元素,需要开发新的模型和指导方针来创建涵盖这些方面的可互操作模拟器。这些新的模拟器有望使研究和发展集中在人们通过社交网络对模拟事件的反应上。这一研究领域的结果是有希望的,然而,有必要解决几个具有挑战性的问题,包括适当发展新的概念模型以及验证和验证过程以及人类行为修饰符的定义。作者提出了一种新的方法框架,通过网络社会网络来模拟个人和群体,以重现他们的动态。本文建议创建可互操作的社交网络模型,以及与当局培训和决策过程相关的真实案例研究。这篇论文包括一个复杂场景的实验,其中人为因素和社会网络起着至关重要的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Innovative social networks modelling for population simulation
Today social networks are an important element of society that requires developing new models as well as guidelines to create interoperable simulators covering these aspects. These new simulators are expected to enable researches and developments focused on people reactions to simulated events via social networks. This research area results are promising, however, it is necessary to address also several challenging issues including proper development of new conceptual models as well as validation and verification processes and definition of human behaviour modifiers. The authors present a new methodological framework for modelling individuals and populations by means of web social networks, in order to reproduce their dynamics. The article proposes to create interoperable models of social networks along with a real case study related to training and decision making process for authorities. The paper includes experimentations over a complex scenario where human factors and social networks play a crucial role.
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