IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v573y2021ics0378437121002132.html
   My bibliography  Save this article

Group emotional contagion and simulation in large-scale flight delays based on the two-layer network model

Author

Listed:
  • Shao, Quan
  • Wang, Hong
  • Zhu, Pei
  • Dong, Min

Abstract

This paper aims to construct a feasible two-layer network model for the emotional contagion of passenger groups in the case of large-scale flight delays. This improved emotional contagion model can study the emotional contagion mechanism and process of delayed passengers between online and offline social contact networks. Besides, it also introduces multiple attributes such as passenger personality, social relationships, offline and online social characters. Afterward, how the different scenes influence the delayed passengers’ emotional contagion is analyzed through simulation experiments. The simulation results show that the introduction of social network accelerates emotional evolution and contagion. Moreover, the significant impact of the online network layer on passengers will lead to faster and more obvious emotional infection. Our results further suggest that passengers’ emotional evolution is intensified when their heterogeneity is considered and when they enter a scene with negative emotions. This paper reveals the emotional evolution law of passengers from the two-layer network perspective, and then put forward reasonable inspirations and suggestions to the management department, which has practical significance for the early-warning of mass incidents.

Suggested Citation

  • Shao, Quan & Wang, Hong & Zhu, Pei & Dong, Min, 2021. "Group emotional contagion and simulation in large-scale flight delays based on the two-layer network model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 573(C).
    • Handle: RePEc:eee:phsmap:v:573:y:2021:i:c:s0378437121002132
    DOI: 10.1016/j.physa.2021.125941
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437121002132
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/j.physa.2021.125941?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fan, Rui & Xu, Ke & Zhao, Jichang, 2018. "An agent-based model for emotion contagion and competition in online social media," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 495(C), pages 245-259.
    2. Xiong, Xi & Li, Yuanyuan & Qiao, Shaojie & Han, Nan & Wu, Yue & Peng, Jing & Li, Binyong, 2018. "An emotional contagion model for heterogeneous social media with multiple behaviors," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 490(C), pages 185-202.
    3. Chen, Ling-Jiao & Chen, Xiao-Long & Cai, Meng & Wang, Wei, 2018. "Complex contagions with social reinforcement from different layers and neighbors," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 503(C), pages 516-525.
    4. Chen, Yuyang & Bi, Kaiming & Zhao, Songnian & Ben-Arieh, David & Wu, Chih-Hang John, 2017. "Modeling individual fear factor with optimal control in a disease-dynamic system," Chaos, Solitons & Fractals, Elsevier, vol. 104(C), pages 531-545.
    5. Cao, Mengxiao & Zhang, Guijuan & Wang, Mengsi & Lu, Dianjie & Liu, Hong, 2017. "A method of emotion contagion for crowd evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 250-258.
    6. Fu, Libi & Song, Weiguo & Lv, Wei & Lo, Siuming, 2014. "Simulation of emotional contagion using modified SIR model: A cellular automaton approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 405(C), pages 380-391.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Peihua Fu & Bailu Jing & Tinggui Chen & Jianjun Yang & Guodong Cong, 2020. "Modeling Network Public Opinion Propagation with the Consideration of Individual Emotions," IJERPH, MDPI, vol. 17(18), pages 1-29, September.
    2. Shao, Quan & Yuan, Jia, 2022. "Study on the disposal strategy of civil aviation passenger collective events based on evolutionary game theory," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 598(C).
    3. Guo, Chenglin & Huo, Feizhou & Li, Chao & Li, Yufei, 2023. "An evacuation model considering the phototactic behavior of panic pedestrians under limited visual field," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 615(C).
    4. Wang, Guanning & Chen, Tao & Hu, Xiangmin & Zheng, Huijie & Jiang, Wenyu, 2022. "Wall-following searching or area coverage searching? Simulation study of the panic evacuation considering the guidance of a single rescuer," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
    5. Xiaoyang Ni & Haojie Zhou & Weiming Chen, 2020. "Addition of an Emotionally Stable Node in the SOSa-SPSa Model for Group Emotional Contagion of Panic in Public Health Emergency: Implications for Epidemic Emergency Responses," IJERPH, MDPI, vol. 17(14), pages 1-16, July.
    6. Zhai, Xueting & Zhong, Dixi & Luo, Qiuju, 2019. "Turn it around in crisis communication: An ABM approach," Annals of Tourism Research, Elsevier, vol. 79(C).
    7. Hainan Huang & Weifan Chen & Tian Xie & Yaoyao Wei & Ziqing Feng & Weijiong Wu, 2021. "The Impact of Individual Behaviors and Governmental Guidance Measures on Pandemic-Triggered Public Sentiment Based on System Dynamics and Cross-Validation," IJERPH, MDPI, vol. 18(8), pages 1-25, April.
    8. Li, Yang & Sun, Hao & Xiong, Wanda & Xu, Genjiu, 2021. "Belief model of complex contagions on random networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 567(C).
    9. Tian, Yang & Zhu, Xuzhen & Yang, Qiwen & Tian, Hui & Cui, Qimei, 2022. "Propagation characteristic of adoption thresholds heterogeneity in double-layer networks with edge weight distribution," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 591(C).
    10. Claudia Hazard-Valdés & Elizabeth Montero, 2023. "A Heuristic Approach for Determining Efficient Vaccination Plans under a SARS-CoV-2 Epidemic Model," Mathematics, MDPI, vol. 11(4), pages 1-32, February.
    11. Yi-Fang Luo & Shu-Ching Yang & Shih-Chieh Hung & Kun-Yi Chou, 2022. "Exploring the Impacts of Preventative Health Behaviors with Respect to COVID-19: An Altruistic Perspective," IJERPH, MDPI, vol. 19(13), pages 1-14, June.
    12. Liu, Qiujia & Lu, Linjun & Zhang, Yijing & Hu, Miaoqing, 2022. "Modeling the dynamics of pedestrian evacuation in a complex environment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 585(C).
    13. Zhao, Zhen-jun & Liu, Yong-mei & Wang, Ke-xi, 2016. "An analysis of rumor propagation based on propagation force," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 263-271.
    14. Yao, Yao & Li, Yuanyuan & Xiong, Xi & Wu, Yue & Lin, Honggang & Ju, Shenggen, 2020. "An interactive propagation model of multiple information in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 537(C).
    15. Chołoniewski, Jan & Sienkiewicz, Julian & Leban, Gregor & Hołyst, Janusz A., 2019. "Modeling of temporal fluctuation scaling in online news network with independent cascade model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 129-144.
    16. Wen Shi & Diyi Liu & Jing Yang & Jing Zhang & Sanmei Wen & Jing Su, 2020. "Social Bots’ Sentiment Engagement in Health Emergencies: A Topic-Based Analysis of the COVID-19 Pandemic Discussions on Twitter," IJERPH, MDPI, vol. 17(22), pages 1-18, November.
    17. Gao, Xingyu & Tian, Lixin, 2019. "Effects of awareness and policy on green behavior spreading in multiplex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 514(C), pages 226-234.
    18. Gabriela Fernandez & Carol Maione & Harrison Yang & Karenina Zaballa & Norbert Bonnici & Jarai Carter & Brian H. Spitzberg & Chanwoo Jin & Ming-Hsiang Tsou, 2022. "Social Network Analysis of COVID-19 Sentiments: 10 Metropolitan Cities in Italy," IJERPH, MDPI, vol. 19(13), pages 1-31, June.
    19. Xiao, Yunpeng & Zhang, Li & Li, Qian & Liu, Ling, 2019. "MM-SIS: Model for multiple information spreading in multiplex network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 513(C), pages 135-146.
    20. Sharbayta, Sileshi Sintayehu & Buonomo, Bruno & d'Onofrio, Alberto & Abdi, Tadesse, 2022. "‘Period doubling’ induced by optimal control in a behavioral SIR epidemic model," Chaos, Solitons & Fractals, Elsevier, vol. 161(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:573:y:2021:i:c:s0378437121002132. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.