基于agent模型的信息冲击对俄罗斯居民饮食选择的影响分析

IF 2.2 3区 工程技术 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY
A. Mashkova
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引用次数: 0

摘要

本文在基于主体的贫血传播动态模型中,研究了信息对居民饮食选择的影响。提出了模型的结构,确定了主体通过就业、消费和从国家获得利益等渠道与社会经济环境的相互关系。考虑到信息影响的两个主要渠道:广告和专题内容。通过这些渠道,三种类型的影响分布在模型中:“激励”,“恐惧”和“诱惑”。它们的影响使用文章中介绍的算法来模拟信息影响和食物模式的变化。为了反映代理人对信息影响的暴露程度的差异,引入了社会活动集群的概念。作为实验研究的一部分,比较了在没有信息影响的情况下坚持均衡饮食的居民人数,广告覆盖率为20%至80%,主题内容具有激励和恐惧的效果。得出的预测结果与没有广告的预测结果进行了比较。在没有其他类型的信息影响的情况下,覆盖率超过60%的广告会导致坚持1号饮食的居民数量下降10%,覆盖率达到80%时,已经下降了19%。专题内容的覆盖率为5%,可以弥补广告的负面影响,并且随着覆盖率增加到20%,与没有任何信息影响的基本情况相比,坚持第一种饮食的居民人数增加了20%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of the influence of Information Impacts on the Choice of Diet by Russian residents based on an Agent-based model
The article is devoted to the study of the influence of information influences on the choice of diet by residents in an agent-based model of the dynamics of the spread of anemia. The structure of the model is presented, the interrelations of agents with the socio-economic environment through the channels of employment, consumption and receiving benefits from the state are determined. Two main channels of information impact are considered: advertising and thematic content. Through these channels, three types of influences are distributed in the model: “motivating”, “frightening” and “tempting”. Their influence is modeled using the algorithms presented in the article for informational impact and changes in the food pattern. To reflect the differences in the degree of exposure of agents to the influence of information influences, the concept of a cluster of social activity is introduced. As part of experimental studies, a comparison was made of the number of residents who adhere to a balanced diet in the absence of informational influences, with advertising with a coverage of 20% to 80% and thematic content with motivating and frightening effects. The resulting forecasts were compared with the forecast in the absence of advertising. In the absence of information impacts of other types, advertising with a coverage of more than 60% leads to a decrease in the number of residents adhering to diet No. 1 by 10%, and with a coverage of 80%, the drop is already 19%. The presence of thematic content with a coverage of 5% makes it possible to compensate for the negative effects of advertising, and with an increase in coverage to 20%, the number of residents adhering to diet No. 1 grows by 20% compared to the base case in the absence of any information impact.
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来源期刊
CiteScore
7.40
自引率
9.50%
发文量
16
审稿时长
21 weeks
期刊介绍: The Journal of Artificial Societies and Social Simulation is an interdisciplinary journal for the exploration and understanding of social processes by means of computer simulation. Since its first issue in 1998, it has been a world-wide leading reference for readers interested in social simulation and the application of computer simulation in the social sciences. Original research papers and critical reviews on all aspects of social simulation and agent societies that fall within the journal"s objective to further the exploration and understanding of social processes by means of computer simulation are welcome.
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