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Erschienen in: Neural Computing and Applications 36/2023

29.04.2023 | S.I.: Evolutionary Computation based Methods and Applications for Data Processing

Comparative analysis of urban underground public space and user walking paths based on the social network model

verfasst von: Xinming Jia, Bo Yan, Ling Fang, Jinyao Wang, Simai Pang, Yang Liu, Minyao Xu

Erschienen in: Neural Computing and Applications | Ausgabe 36/2023

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Abstract

The operation status of the underground public space pedestrian system is of varying quality, but decision-makers and operators have no way of knowing its current operation status and how to retrofit it. In this paper, the social network model is adopted to compare and analyze the characteristic parameters of urban underground public space networks and users’ pedestrian routes in 13 cases in the main urban area of Chongqing to judge the suitability of the two networks. The results show a mismatch between the existing urban underground public spaces and users’ walking paths, with most users choosing to move within a fixed range and preferring to stop at nodes with larger areas, while there is an obvious waste of resources in the rest of the nodes. The overall connectivity and aggregation are generally low although the number of nodes in transit between the two networks matches. In addition, with different types of space compared, the cross-block urban underground public space network is more suitable for users’ pedestrian routes, followed by the square and street types, and the compound type is ranked last.

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Literatur
1.
Zurück zum Zitat Akbarzadeh M, Memarmontazerin S, Derrible S, Reihani S, Sf. (2017) The role of travel demand and network centrality on the connectivity and resilience of an urban street system. Transportation 46(5):1–15 Akbarzadeh M, Memarmontazerin S, Derrible S, Reihani S, Sf. (2017) The role of travel demand and network centrality on the connectivity and resilience of an urban street system. Transportation 46(5):1–15
2.
Zurück zum Zitat Boeing G (2017) OSMnx: new methods for acquiring, constructing, analyzing, and visualizing complex street networks. Comput Environ Urban Syst 65:126–139 Boeing G (2017) OSMnx: new methods for acquiring, constructing, analyzing, and visualizing complex street networks. Comput Environ Urban Syst 65:126–139
3.
Zurück zum Zitat Boeing G (2018) A multi-scale analysis of 27,000 urban street networks: every US city, town, urbanized area, and Zillow neighborhood. Environ Plan B Urban Anal City Sci 47(4):1–19 Boeing G (2018) A multi-scale analysis of 27,000 urban street networks: every US city, town, urbanized area, and Zillow neighborhood. Environ Plan B Urban Anal City Sci 47(4):1–19
4.
Zurück zum Zitat Boeing G (2020) Planarity and street network representation in urban form analysis. Environ Plan B Urban Anal City Sci 47(5):855–869 Boeing G (2020) Planarity and street network representation in urban form analysis. Environ Plan B Urban Anal City Sci 47(5):855–869
5.
Zurück zum Zitat Bourdic L, Salat S, Nowacki C (2012) Assessing cities: a new system of cross-scale spatial indicators. Build Res Inf 40(5):592–605 Bourdic L, Salat S, Nowacki C (2012) Assessing cities: a new system of cross-scale spatial indicators. Build Res Inf 40(5):592–605
6.
Zurück zum Zitat Buhl J, Gautrais J, Reeves N, Solé RV, Valverde S, Kuntz P, Theraulaz G (2006) Topological patterns in street networks of self-organized urban settlements. Eur Phys J B 49(4):513–522 Buhl J, Gautrais J, Reeves N, Solé RV, Valverde S, Kuntz P, Theraulaz G (2006) Topological patterns in street networks of self-organized urban settlements. Eur Phys J B 49(4):513–522
7.
Zurück zum Zitat Caprì M, Ignaccolo G, Inturri M, Pira Le (2016) Green pedestrian networks for climate change adaptation. Transport Res Part D-Transp Environ 45:84–95 Caprì M, Ignaccolo G, Inturri M, Pira Le (2016) Green pedestrian networks for climate change adaptation. Transport Res Part D-Transp Environ 45:84–95
8.
Zurück zum Zitat Carr S (1992) Public space. Cambridge University Press, Cambridge Carr S (1992) Public space. Cambridge University Press, Cambridge
9.
Zurück zum Zitat Cavallaro M, Asprone D, Latora V, Manfredi G, Nicosia V (2014) Assessment of urban ecosystem resilience through hybrid social-physical complex networks. Comput Aided Civil Infrastruct Eng 29(8):608–625 Cavallaro M, Asprone D, Latora V, Manfredi G, Nicosia V (2014) Assessment of urban ecosystem resilience through hybrid social-physical complex networks. Comput Aided Civil Infrastruct Eng 29(8):608–625
10.
Zurück zum Zitat Chang D (2002) Spatial choice and preference in multilevel movement networks. Environ Behav 34(5):582–615 Chang D (2002) Spatial choice and preference in multilevel movement networks. Environ Behav 34(5):582–615
11.
Zurück zum Zitat Chebat C, Gelinas-Chebat TK (2005) Lost in a mall, the effects of gender, familiarity with the shopping mall, and the shopping values on shoppers’ wayfinding processes. J Bus Res 58(11):1590–1598 Chebat C, Gelinas-Chebat TK (2005) Lost in a mall, the effects of gender, familiarity with the shopping mall, and the shopping values on shoppers’ wayfinding processes. J Bus Res 58(11):1590–1598
12.
Zurück zum Zitat Chen X (2016) Engineering practice and innovation of underground space utilization in the metro area. Tunn Undergr Space Technol 55:290–307 Chen X (2016) Engineering practice and innovation of underground space utilization in the metro area. Tunn Undergr Space Technol 55:290–307
13.
Zurück zum Zitat Chen JY, Chang Z (2015) Rethinking urban green space accessibility: evaluating and optimizing public transportation system through social network analysis in megacities. Landsc Urban Plan 143:150–159 Chen JY, Chang Z (2015) Rethinking urban green space accessibility: evaluating and optimizing public transportation system through social network analysis in megacities. Landsc Urban Plan 143:150–159
14.
Zurück zum Zitat Chen ZL, Zhu M (2007) Discussion on the plane layout mode of the urban underground pedestrian system. Chin J Undergr Space Eng 3:392–396 (in Chinese) Chen ZL, Zhu M (2007) Discussion on the plane layout mode of the urban underground pedestrian system. Chin J Undergr Space Eng 3:392–396 (in Chinese)
15.
Zurück zum Zitat Ciepiela A (2018) Underground public space. In: Cracow’s Tunnels of fear, 3rd World multidisciplinary civil engineering, architecture, urban planning symposium (WMCAUS 2018), pp 471 Ciepiela A (2018) Underground public space. In: Cracow’s Tunnels of fear, 3rd World multidisciplinary civil engineering, architecture, urban planning symposium (WMCAUS 2018), pp 471
16.
Zurück zum Zitat Crucitti P, Latora V, Porta S (2006) Centrality in networks of urban streets. Chaos Interdiscipl J Nonlinear Sci 16(1):015113MATH Crucitti P, Latora V, Porta S (2006) Centrality in networks of urban streets. Chaos Interdiscipl J Nonlinear Sci 16(1):015113MATH
17.
Zurück zum Zitat Cui JQ, Lin D (2015) Utilization of underground pedestrian systems for urban sustainability. Tunn Undergr Space Technol 55:194–204 Cui JQ, Lin D (2015) Utilization of underground pedestrian systems for urban sustainability. Tunn Undergr Space Technol 55:194–204
18.
Zurück zum Zitat Ewing R, Cervero R (2001) Travel and the built environment—a synthesis. Land Develop Public Involv Transport 1780:87–114 Ewing R, Cervero R (2001) Travel and the built environment—a synthesis. Land Develop Public Involv Transport 1780:87–114
19.
Zurück zum Zitat He ZQ (2014) An evaluation of research on the effectiveness of the public space of transformed community under social network perspective. The South China University of Technology, Guangzhou He ZQ (2014) An evaluation of research on the effectiveness of the public space of transformed community under social network perspective. The South China University of Technology, Guangzhou
20.
Zurück zum Zitat He ZQ, He JT, Chen XH (2014) Community public space under the network thinking—analysis on the effectiveness of community public space in Jiefang middle road, Yuexiu district. Guangzhou New Architect 04:102–106 (in Chinese) He ZQ, He JT, Chen XH (2014) Community public space under the network thinking—analysis on the effectiveness of community public space in Jiefang middle road, Yuexiu district. Guangzhou New Architect 04:102–106 (in Chinese)
21.
Zurück zum Zitat He J, Zacharias J, Geng J, Liu YN, Huang YS, Ma WH (2016) Underground pedestrian network for urban commercial development in Tsim Sha Tsui of Hong Kong. Proc Eng 165:193–204 He J, Zacharias J, Geng J, Liu YN, Huang YS, Ma WH (2016) Underground pedestrian network for urban commercial development in Tsim Sha Tsui of Hong Kong. Proc Eng 165:193–204
22.
Zurück zum Zitat Heynen N, Perkins HA, Roy P (2006) The political ecology of uneven urban green space the impact of political economy on race and ethnicity in producing environmental inequality in Milwaukee. Urban Affairs Rev 42(1):3–25 Heynen N, Perkins HA, Roy P (2006) The political ecology of uneven urban green space the impact of political economy on race and ethnicity in producing environmental inequality in Milwaukee. Urban Affairs Rev 42(1):3–25
23.
Zurück zum Zitat Hillier B, Staats C, Fang H (2005) New methods in space syntax. World Architect 11:54–55 (in Chinese) Hillier B, Staats C, Fang H (2005) New methods in space syntax. World Architect 11:54–55 (in Chinese)
24.
Zurück zum Zitat Kermanshah A, Derrible S (2017) Robustness of road systems to extreme flooding: using elements of GIS, travel demand, and network science. Nat Hazards 86(1):151–164 Kermanshah A, Derrible S (2017) Robustness of road systems to extreme flooding: using elements of GIS, travel demand, and network science. Nat Hazards 86(1):151–164
25.
Zurück zum Zitat Kolak MA, Chen YT, Lin QY, Schneider J (2021) Social-spatial network structures and community ties of egocentric sex and confidant networks: A Chicago case study. Soc Sci Med 291:14560 Kolak MA, Chen YT, Lin QY, Schneider J (2021) Social-spatial network structures and community ties of egocentric sex and confidant networks: A Chicago case study. Soc Sci Med 291:14560
26.
Zurück zum Zitat Lally P, Van Jaarsveld CHM, Potts HWW, Wardle J (2010) How are habits formed: modeling habit formation in the real world. Eur J Soc Psychol 40(6):998–1009 Lally P, Van Jaarsveld CHM, Potts HWW, Wardle J (2010) How are habits formed: modeling habit formation in the real world. Eur J Soc Psychol 40(6):998–1009
27.
Zurück zum Zitat Larco N (2015) Pedestrian to the strip mall retrofitting informal pedestrian routes. In: Retrofitting Sprawl: Addressing 70 years of failed urban form pp 157–177 Larco N (2015) Pedestrian to the strip mall retrofitting informal pedestrian routes. In: Retrofitting Sprawl: Addressing 70 years of failed urban form pp 157–177
28.
Zurück zum Zitat Li PH, Lu YQ (2005) Review and prospection of accessibility research. Prog Geogr 24(3):69–78 (in Chinese) Li PH, Lu YQ (2005) Review and prospection of accessibility research. Prog Geogr 24(3):69–78 (in Chinese)
29.
Zurück zum Zitat Li X, Xu H, Li C, Sun L, Wang R (2016) Study on demand and driving factors of urban underground space use. Tunn Undergr Space Technol 55:52–58 Li X, Xu H, Li C, Sun L, Wang R (2016) Study on demand and driving factors of urban underground space use. Tunn Undergr Space Technol 55:52–58
30.
Zurück zum Zitat Liu JY (2009) Urban stereoscopic perspective—underground street design and its theory. Southeast University Press, Shanghai (in Chinese) Liu JY (2009) Urban stereoscopic perspective—underground street design and its theory. Southeast University Press, Shanghai (in Chinese)
31.
Zurück zum Zitat Ma C-X, Peng F-L (2023) Evaluation of spatial performance and supply-demand ratios of urban underground space based on POI data: a case study of Shanghai. Tunn Undergr Space Technol 131:104775 Ma C-X, Peng F-L (2023) Evaluation of spatial performance and supply-demand ratios of urban underground space based on POI data: a case study of Shanghai. Tunn Undergr Space Technol 131:104775
32.
Zurück zum Zitat Ma C-X, Peng F-L, Qiao Y-K, Li H (2022) Influential factors of spatial performance in metro-led urban underground public space: a case study in Shanghai. Tunn Undergr Space Technol 8:229–251 Ma C-X, Peng F-L, Qiao Y-K, Li H (2022) Influential factors of spatial performance in metro-led urban underground public space: a case study in Shanghai. Tunn Undergr Space Technol 8:229–251
33.
Zurück zum Zitat Mi J (2007) Spatial cognition and wayfinding in underground public spaces. Tongji University, Tongji (in Chinese) Mi J (2007) Spatial cognition and wayfinding in underground public spaces. Tongji University, Tongji (in Chinese)
34.
Zurück zum Zitat Mussone L, Viseh H, Notari R (2022) Novel centrality measures and applications to underground networks. Physica A 589:126595MATH Mussone L, Viseh H, Notari R (2022) Novel centrality measures and applications to underground networks. Physica A 589:126595MATH
35.
Zurück zum Zitat Palacios-Marqués D, Gallego-Nicholls JF, Guijarro-García M (2021) A recipe for success: crowdsourcing, online social networks, and their impact on organizational performance. Technol Forecast Soci Change 165:120566 Palacios-Marqués D, Gallego-Nicholls JF, Guijarro-García M (2021) A recipe for success: crowdsourcing, online social networks, and their impact on organizational performance. Technol Forecast Soci Change 165:120566
36.
Zurück zum Zitat Porta S, Crucitti P, Latora V (2008) Multiple centrality assessment in Parma: a network analysis of paths and open spaces. Urban Design Int 13(1):41–50 Porta S, Crucitti P, Latora V (2008) Multiple centrality assessment in Parma: a network analysis of paths and open spaces. Urban Design Int 13(1):41–50
37.
Zurück zum Zitat Reilly Kathleen H, Meir WS, Gould L, Hannah BM, Aldo C (2021) Characteristics of the social network of bike share members in New York City. J Transport Health 22:101128 Reilly Kathleen H, Meir WS, Gould L, Hannah BM, Aldo C (2021) Characteristics of the social network of bike share members in New York City. J Transport Health 22:101128
38.
Zurück zum Zitat Ruan DJ, Tong BQ (2019) Research on the planning of the underground pedestrian system in the city center. Chin J Undergr Space Eng 05:1300–1305 (in Chinese) Ruan DJ, Tong BQ (2019) Research on the planning of the underground pedestrian system in the city center. Chin J Undergr Space Eng 05:1300–1305 (in Chinese)
39.
Zurück zum Zitat Sailer K, McCulloh I (2012) Social networks and spatial configuration—How office layouts drive social interaction. Soc Netw 34(1):47–58 Sailer K, McCulloh I (2012) Social networks and spatial configuration—How office layouts drive social interaction. Soc Netw 34(1):47–58
40.
Zurück zum Zitat Saito K, Kimura M, Ohara K, Motoda H (2016) Super mediator - a new centrality measure of node importance for information diffusion over the social network. Inf Sci Int J 329:985–1000 Saito K, Kimura M, Ohara K, Motoda H (2016) Super mediator - a new centrality measure of node importance for information diffusion over the social network. Inf Sci Int J 329:985–1000
41.
Zurück zum Zitat Sharifi A (2019) Resilient urban forms: a review of literature on streets and street networks. Building 147:171–187 Sharifi A (2019) Resilient urban forms: a review of literature on streets and street networks. Building 147:171–187
42.
Zurück zum Zitat Sheng Q, Yang T, Liu N (2014) Spatial conditions for targeted and optional consumption: a space syntax on Wangfujing area and three shopping mall a. Architect J 6:98–103 (in Chinese) Sheng Q, Yang T, Liu N (2014) Spatial conditions for targeted and optional consumption: a space syntax on Wangfujing area and three shopping mall a. Architect J 6:98–103 (in Chinese)
43.
Zurück zum Zitat Sterling R, Admiraal H, Bobylev N, Parker H, Godard JP, Vähäaho I, Rogers CDF, Shi X, Hanamura T (2012) Sustainability issues for underground space in urban areas. Urban Des Plann 165(4):241–254 Sterling R, Admiraal H, Bobylev N, Parker H, Godard JP, Vähäaho I, Rogers CDF, Shi X, Hanamura T (2012) Sustainability issues for underground space in urban areas. Urban Des Plann 165(4):241–254
44.
Zurück zum Zitat Turner C, Penn A (2002) Encoding natural movement as an agent-based system: an investigation into human pedestrian behavior in the built environment. Environ Plan B-Plan Des 29(4):473–490 Turner C, Penn A (2002) Encoding natural movement as an agent-based system: an investigation into human pedestrian behavior in the built environment. Environ Plan B-Plan Des 29(4):473–490
45.
Zurück zum Zitat Watts DJ (2011) Six degrees of separation. Renmin University of China Press, Beijing Watts DJ (2011) Six degrees of separation. Renmin University of China Press, Beijing
46.
Zurück zum Zitat Watts DJ, Strogatz SH (1998) Collective dynamics of ‘small-world’ networks. Nature 393(6684):440–442MATH Watts DJ, Strogatz SH (1998) Collective dynamics of ‘small-world’ networks. Nature 393(6684):440–442MATH
47.
Zurück zum Zitat Wu L (2018) Study on adaptability theory and method of pedestrian system in metro hub station area. Dalian University of Technology, Dalian (in Chinese) Wu L (2018) Study on adaptability theory and method of pedestrian system in metro hub station area. Dalian University of Technology, Dalian (in Chinese)
48.
Zurück zum Zitat Xi DF (2012) Research on urban underground public space planning. Shanghai Urban Plan Rev 02:106–111 (in Chinese) Xi DF (2012) Research on urban underground public space planning. Shanghai Urban Plan Rev 02:106–111 (in Chinese)
49.
Zurück zum Zitat Xu LQ, Yan Y (2016) A review of the evaluating model of publicness of public space. New Architect 06:4–9 (in Chinese) Xu LQ, Yan Y (2016) A review of the evaluating model of publicness of public space. New Architect 06:4–9 (in Chinese)
50.
Zurück zum Zitat Xu LQ, Yu Y (2000) Behavioral research in underground public space: a case study. New Architect 04:18–20 (in Chinese) Xu LQ, Yu Y (2000) Behavioral research in underground public space: a case study. New Architect 04:18–20 (in Chinese)
51.
Zurück zum Zitat Xu LQ, Liu N, Lu JW (2015) The impact of density, ratio and microcosmic quality of public space on urban vitality: microscopic observation of Shanghai rail transit station areas. New Architect 4:21–26 (in Chinese) Xu LQ, Liu N, Lu JW (2015) The impact of density, ratio and microcosmic quality of public space on urban vitality: microscopic observation of Shanghai rail transit station areas. New Architect 4:21–26 (in Chinese)
52.
Zurück zum Zitat Yan B, Jia XM, Wang JY (2020) Study on the evaluation of the vitality contribution of underground public space in the central city. Chin J Underground Space Eng 02:334–344 (in Chinese) Yan B, Jia XM, Wang JY (2020) Study on the evaluation of the vitality contribution of underground public space in the central city. Chin J Underground Space Eng 02:334–344 (in Chinese)
53.
Zurück zum Zitat Yan B, Jia XM, Wang JY (2021) A preliminary study on quality measurement and optimization of design elements of the underground atrium: taking Chongqing’s central city area as an example. South Architect 03:76–83 (in Chinese) Yan B, Jia XM, Wang JY (2021) A preliminary study on quality measurement and optimization of design elements of the underground atrium: taking Chongqing’s central city area as an example. South Architect 03:76–83 (in Chinese)
54.
Zurück zum Zitat Yu Y (1998) Research on urban underground public space. Tongji University, Tongji (in Chinese) Yu Y (1998) Research on urban underground public space. Tongji University, Tongji (in Chinese)
55.
Zurück zum Zitat Zacharias J (2000) Modeling pedestrian dynamics in Montreal’s underground city. J Transport Eng-ASCE 126(5):405–412 Zacharias J (2000) Modeling pedestrian dynamics in Montreal’s underground city. J Transport Eng-ASCE 126(5):405–412
56.
Zurück zum Zitat Zacharias J (2014) Underground pedestrian trips-trip generation, spatial distribution, and activities in the Montreal underground. Tunn Undergr Space Technol 46:46–51 Zacharias J (2014) Underground pedestrian trips-trip generation, spatial distribution, and activities in the Montreal underground. Tunn Undergr Space Technol 46:46–51
57.
Zurück zum Zitat Zargarian R, Hunt DVL, Braithwaite P, Bobylev N, Rogers CDF (2018) A New Sustain Framework Urban Undergr Space 177(5):238–253 Zargarian R, Hunt DVL, Braithwaite P, Bobylev N, Rogers CDF (2018) A New Sustain Framework Urban Undergr Space 177(5):238–253
58.
Zurück zum Zitat Zhang SQ (2020) Study on the pedestrian behavior around the railway station–a Chaoyang gate station case study in Beijing. Beijing Industry University, Beijing (in Chinese) Zhang SQ (2020) Study on the pedestrian behavior around the railway station–a Chaoyang gate station case study in Beijing. Beijing Industry University, Beijing (in Chinese)
59.
Zurück zum Zitat Zhang X, Miller-Hooks E, Denny K (2015) Assessing the role of network topology in transportation network resilience. J Transport Geography Transport 46:35–45 Zhang X, Miller-Hooks E, Denny K (2015) Assessing the role of network topology in transportation network resilience. J Transport Geography Transport 46:35–45
60.
Zurück zum Zitat Zhao J, Künzli O (2016) An introduction to connectivity concept and an example of physical connectivity evaluation for underground space. Tunn Undergr Space Technol 55:205–213 Zhao J, Künzli O (2016) An introduction to connectivity concept and an example of physical connectivity evaluation for underground space. Tunn Undergr Space Technol 55:205–213
61.
Zurück zum Zitat Zhao JW, Peng FL, Wang TQ, Zhang XY, Jiang BN (2016) Advances in the master planning of urban underground space in China. Tunn Undergr Space Technol 55:290–307 Zhao JW, Peng FL, Wang TQ, Zhang XY, Jiang BN (2016) Advances in the master planning of urban underground space in China. Tunn Undergr Space Technol 55:290–307
62.
Zurück zum Zitat Zhao ZW, Yuan Y, Guo DJ, Zhang CH (2021) Evaluation of the composite accessibility of underground space network from disaster prevention. Chin J Undergr Space Eng 01:1–8 (in Chinese) Zhao ZW, Yuan Y, Guo DJ, Zhang CH (2021) Evaluation of the composite accessibility of underground space network from disaster prevention. Chin J Undergr Space Eng 01:1–8 (in Chinese)
63.
Zurück zum Zitat Zongchao G, Sunhao S, Wei L, Yishu Y (2022) Estimating Spatiotemporal Contacts Between Individuals in Underground Shopping Streets Based on Multi-Agent Simulation. Front Phys 10:452 Zongchao G, Sunhao S, Wei L, Yishu Y (2022) Estimating Spatiotemporal Contacts Between Individuals in Underground Shopping Streets Based on Multi-Agent Simulation. Front Phys 10:452
Metadaten
Titel
Comparative analysis of urban underground public space and user walking paths based on the social network model
verfasst von
Xinming Jia
Bo Yan
Ling Fang
Jinyao Wang
Simai Pang
Yang Liu
Minyao Xu
Publikationsdatum
29.04.2023
Verlag
Springer London
Erschienen in
Neural Computing and Applications / Ausgabe 36/2023
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-023-08589-8

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