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

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 expl...

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Detalles Bibliográficos
Autores principales: Ma, Fei, Zhu, Yujie, Yuen, Kum Fai, Sun, Qipeng, He, Haonan, Xu, Xiaobo, Shang, Zhen, Xu, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8745024/
https://www.ncbi.nlm.nih.gov/pubmed/35010749
http://dx.doi.org/10.3390/ijerph19010489
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author Ma, Fei
Zhu, Yujie
Yuen, Kum Fai
Sun, Qipeng
He, Haonan
Xu, Xiaobo
Shang, Zhen
Xu, Yan
author_facet Ma, Fei
Zhu, Yujie
Yuen, Kum Fai
Sun, Qipeng
He, Haonan
Xu, Xiaobo
Shang, Zhen
Xu, Yan
author_sort Ma, Fei
collection PubMed
description 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.
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spelling pubmed-87450242022-01-11 Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective Ma, Fei Zhu, Yujie Yuen, Kum Fai Sun, Qipeng He, Haonan Xu, Xiaobo Shang, Zhen Xu, Yan Int J Environ Res Public Health Article 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. MDPI 2022-01-02 /pmc/articles/PMC8745024/ /pubmed/35010749 http://dx.doi.org/10.3390/ijerph19010489 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ma, Fei
Zhu, Yujie
Yuen, Kum Fai
Sun, Qipeng
He, Haonan
Xu, Xiaobo
Shang, Zhen
Xu, Yan
Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title_full Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title_fullStr Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title_full_unstemmed Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title_short Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective
title_sort exploring the spatiotemporal evolution and sustainable driving factors of information flow network: a public search attention perspective
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8745024/
https://www.ncbi.nlm.nih.gov/pubmed/35010749
http://dx.doi.org/10.3390/ijerph19010489
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