Agent-based simulation of citizens’ satisfaction in smart cities

Lugang Yu, Dezhi Li, Shenghua Zhou, Xiongwei Zhu
{"title":"Agent-based simulation of citizens’ satisfaction in smart cities","authors":"Lugang Yu, Dezhi Li, Shenghua Zhou, Xiongwei Zhu","doi":"10.1177/00375497241265730","DOIUrl":null,"url":null,"abstract":"Although the citizens’ satisfaction in smart cities (CSSC) has become a vital criterion for smart cities, which symbolizes the people-centric concept, the previous research on simulating CSSC only considered the technological innovation and policy changes at the macro level, resulting in the neglect of the micro emotional contagion between citizens. To address this gap, a simulation approach is proposed to consider the influence caused by emotional contagion through the agent-based model (ABM). Supported by the expectation confirmation model (ECM) and the emotional contagion theory (ECT), the ABM simulation is implemented through the Anylogic platform, based on survey data from 19 smart cities in China. The results of various scenarios show that citizens’ expectations are the key factor affecting the CSSC, and the influence of emotional contagion cannot be ignored, especially in the acquaintance society. As social networks become more intimate, the impact of emotional contagion will turn the citizen group into an “antithetical society,” which means a situation with severe polarization of CSSC. This study also discusses the possible threshold of this transition process. Based on the analysis of multiple scenarios, it is implied that CSSC should be evaluated by considering the emotional contagion, and smart cities prioritize quality over quantity.","PeriodicalId":501452,"journal":{"name":"SIMULATION","volume":"9 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SIMULATION","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/00375497241265730","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Although the citizens’ satisfaction in smart cities (CSSC) has become a vital criterion for smart cities, which symbolizes the people-centric concept, the previous research on simulating CSSC only considered the technological innovation and policy changes at the macro level, resulting in the neglect of the micro emotional contagion between citizens. To address this gap, a simulation approach is proposed to consider the influence caused by emotional contagion through the agent-based model (ABM). Supported by the expectation confirmation model (ECM) and the emotional contagion theory (ECT), the ABM simulation is implemented through the Anylogic platform, based on survey data from 19 smart cities in China. The results of various scenarios show that citizens’ expectations are the key factor affecting the CSSC, and the influence of emotional contagion cannot be ignored, especially in the acquaintance society. As social networks become more intimate, the impact of emotional contagion will turn the citizen group into an “antithetical society,” which means a situation with severe polarization of CSSC. This study also discusses the possible threshold of this transition process. Based on the analysis of multiple scenarios, it is implied that CSSC should be evaluated by considering the emotional contagion, and smart cities prioritize quality over quantity.
基于代理的智慧城市市民满意度模拟
尽管智慧城市中的市民满意度(CSSC)已成为智慧城市的重要标准,象征着以人为本的理念,但以往关于模拟市民满意度的研究仅考虑了宏观层面的技术创新和政策变化,导致忽视了市民之间微观的情感传染。针对这一缺陷,本文提出了一种模拟方法,通过基于代理的模型(ABM)来考虑情感传染所造成的影响。在期望确认模型(ECM)和情感传染理论(ECT)的支持下,基于中国 19 个智慧城市的调查数据,通过 Anylogic 平台实现了 ABM 仿真。各种场景的结果表明,市民的期望是影响 CSSC 的关键因素,情感传染的影响也不容忽视,尤其是在熟人社会中。随着社会网络的亲密化,情感传染的影响将使公民群体变成 "对立社会",即出现严重的 CSSC 两极分化。本研究还讨论了这一转变过程的可能门槛。基于对多种情景的分析,本研究认为应通过考虑情感传染来评估 CSSC,而智慧城市则应重质不重量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信