IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i24p13744-d701266.html
   My bibliography  Save this article

Social Dynamics Simulation Using a Multi-Layer Network

Author

Listed:
  • Nao Sugiki

    (Department of Architecture and Civil Engineering, Toyohashi University of Technology, Toyohashi 4418580, Japan)

  • Shogo Nagao

    (Social Innovation Division, Transportation Planning Department, Pacific Consultants Co., Ltd., Tokyo 1018462, Japan)

  • Fumitaka Kurauchi

    (Department of Civil Engineering, Gifu University, Gifu 5011193, Japan)

  • Mustafa Mutahari

    (Department of Architecture and Civil Engineering, Toyohashi University of Technology, Toyohashi 4418580, Japan)

  • Kojiro Matsuo

    (Department of Architecture and Civil Engineering, Toyohashi University of Technology, Toyohashi 4418580, Japan)

Abstract

The analysis and evaluation of urban structure are important while considering sustainable urban policies. It is necessary to develop a method that can easily analyze the social dynamics that are the result of changes over time in urban transportation and land use. Therefore, by describing the relationships between various agents in urban areas as a network, it is possible to analyze them by focusing on their structures. However, since there are few existing studies on social dynamics using network-based methods, it is necessary to examine the validity and effectiveness of these methods. The purpose of this study is to examine the possibility of urban analysis and evaluation focusing on the network shape by describing the urban activities and modeling the dynamics with a multilayer network. In particular, we focus on household composition and individual facility access, examine what kind of interpretation is possible for network indicators, and mention the applicability of complex networks to urban analysis. The model was applied to a two-dimensional grid virtual city, and the household composition and individual facility accessibility were quantified using the centrality index.

Suggested Citation

  • Nao Sugiki & Shogo Nagao & Fumitaka Kurauchi & Mustafa Mutahari & Kojiro Matsuo, 2021. "Social Dynamics Simulation Using a Multi-Layer Network," Sustainability, MDPI, vol. 13(24), pages 1-22, December.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:24:p:13744-:d:701266
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/24/13744/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/24/13744/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liudan Jiao & Dongrong Li & Yu Zhang & Yinghan Zhu & Xiaosen Huo & Ya Wu, 2021. "Identification of the Key Influencing Factors of Urban Rail Transit Station Resilience against Disasters Caused by Rainstorms," Land, MDPI, vol. 10(12), pages 1-21, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Larissa M. Batrancea & Mehmet Ali Balcı & Ömer Akgüller & Anca Nichita, 2024. "The impact of social media discourse on financial performance of e-commerce companies listed on Borsa Istanbul," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.

    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. Hui Xu & Shuxiu Li & Yongtao Tan & Bin Xing, 2022. "Comprehensive Resilience Assessment of Complex Urban Public Spaces: A Perspective of Promoting Sustainability," Land, MDPI, vol. 11(6), pages 1-23, June.
    2. Chenlei Guan & Damin Dong & Feng Shen & Xin Gao & Linyan Chen, 2022. "Hierarchical Structure Model of Safety Risk Factors in New Coastal Towns: A Systematic Analysis Using the DEMATEL-ISM-SNA Method," IJERPH, MDPI, vol. 19(17), pages 1-17, August.
    3. Hu, Jie & Wen, Weiping & Zhai, Changhai & Pei, Shunshun, 2024. "Post-earthquake functionality assessment for urban subway systems: Incorporating the combined effects of seismic performance of structural and non-structural systems and functional interdependencies," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    4. Liudan Jiao & Fenglian Luo & Fengyan Wu & Yu Zhang & Xiaosen Huo & Ya Wu, 2022. "Exploring the Interactive Coercing Relationship between Urban Rail Transit and the Ecological Environment," Land, MDPI, vol. 11(6), pages 1-20, June.

    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:gam:jsusta:v:13:y:2021:i:24:p:13744-:d:701266. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.