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探索信息流网络的时空演变和可持续驱动因素:基于公众搜索注意力的视角。

Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective.

机构信息

School of Economics and Management, Chang'an University, Xi'an 710064, China.

School of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798, Singapore.

出版信息

Int J Environ Res Public Health. 2022 Jan 2;19(1):489. doi: 10.3390/ijerph19010489.

Abstract

The promotion of information flow reinforces the interactive cooperation and evolutionary process among cities. In the information age, public online search is a typical behavior of Internet society, which is the key to information flow generation and agglomeration. In this study, we attempt to explore the evolutionary characteristics of intercity networks driven by public online social behavior in the information age and construct an information flow network (IFN) from the perspective of public search attention. We also explore the evolution of the IFN in terms of the whole network, node hierarchy, and subgroup aggregation. Meanwhile, we also discuss the impact of the sustainable driving factors on the IFN. Finally, an empirical study was conducted in Guanzhong Plain Urban Agglomeration (GPUA). Our results show that: (1) the information flow in GPUA fluctuating upward in the early study period and gradually decreasing in the later study period. However, the agglomeration degree of information flow in the urban agglomeration continues to increase. (2) The hierarchical structure of urban nodes in GPUA presents a trend of "high in the middle and low on both sides", and the formation of subgroups is closely related to geographic location. (3) The driving factors all impacting the IFN include public ecology, resource investment, information infrastructure, and economic foundation. This study provides theoretical and practical support for exploring the intercity network and promotes the sustainable urban development.

摘要

信息流的促进加强了城市之间的互动合作和进化过程。在信息时代,公众在线搜索是互联网社会的一种典型行为,是信息流产生和聚集的关键。在本研究中,我们试图探索信息时代由公众在线社会行为驱动的城市间网络的进化特征,并从公众搜索关注的角度构建信息流网络(IFN)。我们还从整体网络、节点层次结构和子群聚集的角度探讨了 IFN 的演变。同时,我们还讨论了可持续驱动因素对 IFN 的影响。最后,在关中平原城市群(GPUA)进行了实证研究。研究结果表明:(1)GPUA 的信息流在研究初期呈波动上升趋势,在研究后期逐渐下降,但城市群的信息流集聚程度不断增加;(2)GPUA 城市节点的层次结构呈现“中间高、两侧低”的趋势,子群的形成与地理位置密切相关;(3)驱动 IFN 的因素包括公共生态、资源投入、信息基础设施和经济基础。本研究为探索城市间网络提供了理论和实践支持,促进了可持续城市发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/225e/8745024/e49fc3d9bb6a/ijerph-19-00489-g001.jpg

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