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[1]方丹辉,林国梁,朱敏.突发事件下的封闭空间情绪传播模型研究*[J].中国安全生产科学技术,2024,20(7):20-27.[doi:10.11731/j.issn.1673-193x.2024.07.003]
　FANG Danhui,LIN Guoliang,ZHU Min.Research on emotion propagation model in closed space under emergency[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2024,20(7):20-27.[doi:10.11731/j.issn.1673-193x.2024.07.003]
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突发事件下的封闭空间情绪传播模型研究*
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
20
期数:
2024年7期
页码:
20-27
栏目:
学术论著
出版日期:
2024-07-31

文章信息/Info

Title:
Research on emotion propagation model in closed space under emergency
文章编号:
1673-193X(2024)-07-0020-08
作者:
方丹辉; 林国梁; 朱敏
（1.武汉理工大学 安全科学与应急管理学院，湖北 武汉 430070；
2.武汉理工大学 中国应急管理研究中心，湖北 武汉 430070；
3.武汉理工大学 艺术与设计学院，湖北 武汉 430070）
Author(s):
FANG Danhui;  LIN Guoliang;  ZHU Min
(1.School of Safety Science and Emergency Management,Wuhan University of Technology,Wuhan Hubei 430070,China;
2.China Research Center for Emergency Management,Wuhan University of Technology,Wuhan Hubei 430070,China；
3.School of Art and Design,Wuhan University of Technology,Wuhan Hubei 430070,China)
关键词:
突发事件; 封闭空间; 情绪传播模型; 极化现象; 情绪交互方式; 动态感染率
Keywords:
emergency;  closed space;  emotion propagation model;  polarization phenomenon;  emotional interaction;  dynamic infection rate
分类号:
X913.4
DOI:
10.11731/j.issn.1673-193x.2024.07.003
文献标志码:
A
摘要:
为避免突发事件中复杂情绪在封闭空间内无序发酵引发衍生灾害，探索封闭空间的情绪传播规律，基于情绪自发传播模型SISa，考虑封闭空间个体情绪的差异性、群体极化现象、特殊情绪交互方式以及危急情景下的动态感染率，分别改进主体情绪状态、情绪转移路径、交互模式与感染率，提出1种适用于封闭空间的情绪传播模型SE4Sa，并以武汉地铁2号线为例完成数值仿真与敏感性分析。研究结果表明：情绪自发转移过程对限制负面情绪累积起到关键作用，且情绪极化现象使系统危险性大幅增长；缩减个体情绪感知域使系统稳定时间缩短90.6%、高唤醒负面情绪占比下降27.4%；突发事件下的动态感染率更符合封闭空间情绪传播特性。研究结果可为突发事件下封闭空间的群体行为和群体情绪规律研究提供理论支持。
Abstract:
In order to avoid the derivative disasters caused by disorderly fermentation of complex emotion in the closed space under emergency,and explore the laws of emotion propagation in closed space,the subject emotional state,emotion transfer path,interaction mode and infection rate were improved respectively considering the difference of individual emotion,group polarization phenomenon,special emotional interaction mode and dynamic infection rate under emergency scenario in the closed space,then an emotion propagation model SE4Sa suitable for closed space was proposed based on the spontaneous emotion propagation model SISa,and the numerical simulation and sensitivity analysis were completed by taking Wuhan Metro Line 2 as an example.The results show that the spontaneous emotion transfer process plays a key role in limiting the accumulation of negative emotion,and the emotion polarization phenomenon makes the system risk increase greatly.Narrowing the domain of individual emotion perception shorten the system stability time by 90.6% and reduce the proportion of high-arousal negative emotion by 27.4%.The dynamic infection rate under emergency is more in line with the characteristics of emotion propagation in closed space.The research results can provide theoretical support for the study of group behavior and group emotion laws in closed space under emergencies.

参考文献/References:

［1］SHAO Q,WANG H,ZHU P,et al.Group emotional contagion and simulation in large-scale flight delays based on the two-layer network model［J］.Physica A：Statistical Mechanics and Its Applications,2021,573(1):251-268.
［2］XU T F,SHI D D,CHEN J,et al.Dynamics of emotional contagion in dense pedestrian crowds［J］.Physics Letters A,2020,384(3):126-147.
［3］谢科范,宋钰,梁本部.人群疏散中的恐慌传播与干预策略研究［J］.管理学报,2019,16(2):273-279. XIE Kefan,SONG Yu,LIANG Benbu.Research on panic propagation and intervention strategies in crowd evacuation［J］.Chinese Journal of Management,2019,16(2):273-279.
［4］LYU R J,LI H,SUN Q B.Panic spreading model with different emotions under emergency［J］.Mathematics,2021,9(24):228-247.
［5］LIU Z,LIU T T,MA M H,et al.A perception-based emotion contagion model in crowd emergent evacuation simulation［J］.Computer Animation and Virtual Worlds,2018,29(34):115-133.
［6］LIU Z F,ZHANG T T,LAN Q J.An extended SISa model for sentiment contagion［J］.Discrete Dynamics in Nature and Society,2014,7(4):1-7.
［7］JIA M,YANG Y B.Cross emotional infection among multi-flight groups in mass flight delays［J］.Kybernetes,2016,45(10):128-147.
［8］姜凤珍,史晓妮.社区建成环境改造中居民情绪传染机制及治理研究［J］.复杂系统与复杂性科学,2022,24(10):1-11. JIANG Fengzhen,SHI Xiaoni.Research on residents’ emotional contagion mechanism and governance in community built environment transformation［J］.Complex Systems and Complexity Science,2022,24(10):1-11.
［9］LI J Y,TANG J F,WANG D.Dynamic spreading model of passenger group panic considering official guidance information in subway emergencies ［J］.Mathematical Problems in Engineering,2019,21(5):54-71.
［10］GUO X D,TONG J B,CHEN P Y,et al.The suppression effect of emotional contagion in the COVID-19 pandemic:a multi-layer hybrid modelling and simulation approach［J］.Plos One,2021,16(7):118-134.
［11］董苏雅拉图.证券市场中具有流动性人口特征的恐慌情绪传播模型［J］.系统科学与数学,2021,41(10):2919-2931. DONG Suyalatu.Panic propagation model with characteristics of liquid population in securities market［J］.Journal of Systems Science and Mathematical Sciences,2021,41(10):2919-2931.
［12］SHEN H,TU L J,GUO Y F,et al.The influence of cross-platform and spread sources on emotional information spreading in the 2E-SIR two-layer network［J］.Chaos,Solitons and Fractals,2022,165(P2).
［13］HILL A L,RAND D G,NOWAK M A，et al.Emotions as infectious diseases in a large social network:the SISa model［J］.Proceedings of the Royal Society B:Biological Sciences,2010,277(17):289-318.
［14］张亚明,苏妍嫄,赵桂茹,等.双重情绪交叉感染下重大疫情网络舆情传播研究［J］.系统仿真学报,2023,35(12):167-171. ZHANG Yaming,SU Yanyuan,ZHAO Guiru,et al.Research on network public opinion propagation of major epidemics under double emotion cross-infection ［J］.Journal of System Simulation,2023,35(12):167-171..
［15］王瑞祥,张英华,秦挺鑫，等.基于传染病模型的群体活动中恐慌心理蔓延研究［J］.中国安全生产科学技术,2021,17(7):167-171. WANG Ruixiang,ZHANG Yinghua,QIN Tingxin,et al.Research on spread of panic psychology in group activities based on infectious disease model［J］.Journal of Safety Science and Technology,2021,17(7):167-171.
［16］王冠宁,陈涛,郑晖杰,等.考虑恐慌情绪和沿墙引导的行人疏散模型［J］.中国安全科学学报,2022,32(9):111-117. WANG Guanning,CHEN Tao,ZHENG Huijie,et al.Pedestrian evacuation model considering panic and guidance along the wall［J］.China Safety Science Journal,2022,32(9):111-117.
［17］RUSSELL J A.A circumplex model of affect［J］.Journal of Personality and Social Psychology,1980,39:1161-1178.
［18］XIAO D M，RUAN S G.Global analysis of an epidemic model with nonmonotone incidence rate［J］.Mathematical Biosciences，2007，208(2):419-429.
［19］北京市规划委员会.地铁设计规范:GB 50157—2013 ［S］.北京：中国建筑工业出版社，2014.
［20］DAWBER T R.The Framingham study:the epidemiology of atherosclerotic disease［M］.Cambridge:Harvard University Press,1980.
［21］ZHANG X G,YANG X X,ZHANG W G,et al.Crowd emotion evaluation based on fuzzy inference of arousal and valence［J］.Neurocomputing,2021,445:194-205.

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备注/Memo

备注/Memo:
收稿日期： 2023-12-07
* 基金项目： 国家社会科学基金项目（21&ZD127）
作者简介： 方丹辉，博士，副教授，主要研究方向为公共安全与应急管理、信息系统。
通信作者： 朱敏，硕士，讲师，主要研究方向为网络舆情。
更新日期/Last Update: 2024-07-26