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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Main Authors: Ma, Fei, Zhu, Yujie, Yuen, Kum Fai, Sun, Qipeng, He, Haonan, Xu, Xiaobo, Shang, Zhen, Xu, Yan
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/161404
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1614042022-08-31T00:58:50Z 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 School of Civil and Environmental Engineering Engineering::Civil engineering Intercity Network Urban Sustainable Development 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. Published version This research was funded by the National Social Science Foundation of China, grant number 18BGL258. 2022-08-31T00:58:49Z 2022-08-31T00:58:49Z 2022 Journal Article Ma, F., Zhu, Y., Yuen, K. F., Sun, Q., He, H., Xu, X., Shang, Z. & Xu, Y. (2022). Exploring the spatiotemporal evolution and sustainable driving factors of information flow network: a public search attention perspective. International Journal of Environmental Research and Public Health, 19(1), 489-. https://dx.doi.org/10.3390/ijerph19010489 1661-7827 https://hdl.handle.net/10356/161404 10.3390/ijerph19010489 35010749 2-s2.0-85122012442 1 19 489 en International Journal of Environmental Research and Public Health © 2022 by the authors. 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/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Civil engineering
Intercity Network
Urban Sustainable Development
spellingShingle Engineering::Civil engineering
Intercity Network
Urban Sustainable Development
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
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.
author2 School of Civil and Environmental Engineering
author_facet School of Civil and Environmental Engineering
Ma, Fei
Zhu, Yujie
Yuen, Kum Fai
Sun, Qipeng
He, Haonan
Xu, Xiaobo
Shang, Zhen
Xu, Yan
format Article
author Ma, Fei
Zhu, Yujie
Yuen, Kum Fai
Sun, Qipeng
He, Haonan
Xu, Xiaobo
Shang, Zhen
Xu, Yan
author_sort Ma, Fei
title 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_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_sort exploring the spatiotemporal evolution and sustainable driving factors of information flow network: a public search attention perspective
publishDate 2022
url https://hdl.handle.net/10356/161404
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