A quantitative framework for assessing narrative environments in historic districts using space syntax and agent-based crowd simulation: a case study of Xun County, China

Bin Wang

Computational Urban Science ›› 2026, Vol. 6 ›› Issue (1) : 67

PDF
Computational Urban Science ›› 2026, Vol. 6 ›› Issue (1) :67 DOI: 10.1007/s43762-026-00296-z
Original Paper
research-article
A quantitative framework for assessing narrative environments in historic districts using space syntax and agent-based crowd simulation: a case study of Xun County, China
Author information +
History +
PDF

Abstract

This study proposes a quantitative framework for assessing narrative environments in historic districts by integrating space syntax with agent-based simulation (ABS). Taking five historic districts in the Old Town of Xun County, China, as the case study, the research combines global integration, local integration, choice, and intelligibility to identify spatial accessibility, corridor potential, and cognitive efficiency, and uses ABS together with manual pedestrian observations to validate movement concentration and detect anomalous areas. Syntactic analysis identifies East Housi Street and South Street as the primary movement corridors, with the highest accessibility (global integration = 1.182 and 1.256, respectively) and pedestrian concentration, whereas Xinzhuang Street exhibits critically weak connectivity (intelligibility R2 = 0.427), while Pifu Road emerges as an important southern corridor (choice = 45,369) whose continuity is constrained by spatial obstructions. The results reveal a clear north–south gradient in spatial accessibility: northern districts exhibit higher accessibility and stronger pedestrian concentration, but also greater risks of over-commercialization and narrative homogenization, whereas southern districts are characterized by corridor fragmentation, weaker accessibility, and disrupted cultural continuity. ABS validation reveals two anomalies: North Xiaoximenli (low flow despite moderate syntax, blocked by illegal structures) and Nanshan (high traffic despite low syntax, anchored by the City God Temple). Based on these spatially explicit diagnostics, the proposed framework provides an evidence-based priority pathway for removing physical obstructions, reactivating southern heritage nodes, and restoring corridor continuity along East Housi Street, offering a replicable technical pathway for spatial diagnosis, narrative restoration, and conservation-oriented renewal in multi-district historic environments.

Keywords

Historic districts / Space syntax / Agent-based simulation / Spatial narrative structure assessment / Spatial diagnosis / Cultural continuity

Cite this article

Download citation ▾
Bin Wang. A quantitative framework for assessing narrative environments in historic districts using space syntax and agent-based crowd simulation: a case study of Xun County, China. Computational Urban Science, 2026, 6 (1) : 67 DOI:10.1007/s43762-026-00296-z

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Alam MM, Torgo L, Bifet A. A survey on spatio-temporal data analytics systems. ACM Computing Surveys, 2022, 5410s138.

[2]

Aleshinloye KD, Woosnam KM, Joo D. The influence of place attachment and emotional solidarity on residents’ involvement in tourism: Perspectives from Orlando, Florida. Journal of Hospitality and Tourism Insights, 2024, 72914931.

[3]

Askarizad R, Lamíquiz Daudén PJ, Garau C. The application of space syntax to enhance sociability in public urban spaces: A systematic review. ISPRS International Journal of Geo-Information, 2024, 137227.

[4]

Austin T. Narrative environments and experience design: Space as a medium of communication. Routledge, 2020.

[5]

Azaryahu M, Foote KE. Historical space as narrative medium: On the configuration of spatial narratives of time at historical sites. GeoJournal, 2008, 733179194.

[6]

Bafna S. Space syntax: A brief introduction to its logic and analytical techniques. Environment and Behavior, 2003, 3511729.

[7]

Boffi M, Rainisio N, Inghilleri P. Nurturing cultural heritages and place attachment through street art—A longitudinal psycho-social analysis of a neighborhood renewal process. Sustainability, 2023, 151310437.

[8]

Chakraborty, S., & Ji, S. (2025). Spatial legibility and sustainability: A design research approach to Park Street’s urban morphology (1757-2020). Urban Governance. https://doi.org/10.1016/j.ugj.2025.06.005

[9]

Chen, H., & Yang, L. (2023). Analysis of narrative space in the Chinese classical garden based on narratology andspace syntax—Taking the Humble Administrator’s Garden as an example. Sustainability, 15(16), 12232. https://doi.org/10.3390/su151612232

[10]

Colaço R, de Abreu e Silva J. Exploring the role of accessibility in shaping retail location using space syntax measures: A panel-data analysis in Lisbon, 1995–2010. Environment and Planning b: Urban Analytics and City Science, 2023, 50513451360.

[11]

Cullen G. Concise townscape, 2012Routledge9781136020902.

[12]

Du J, Wang Y. The influence of perceived landscape value on tourists’ behavioral intentions in historical and cultural blocks. PLoS ONE, 2025, 201e0312491.

[13]

Feng S, Wang A, Tian Z, Park S. Exploring the correlation between hard-braking events and traffic crashes in regional transportation networks: A geospatial perspective. Multimodal Transportation, 2024, 32100128.

[14]

Fu JM, Tang YF, Zeng YK, Feng LY, Wu ZG. Sustainable historic districts: Vitality analysis and optimization based on space syntax. Buildings, 2025, 155657.

[15]

Geng Y, Ren Y, Fu Z, Zhang X, Lan J. Spatial evolution characteristics and driving factors of historic urban areas: A case study of Zhangye historic centre, China. Buildings, 2025, 156961.

[16]

Gold JR. Athens charter (CIAM), 1933. The Wiley Blackwell encyclopedia of urban and regional studies, 2019Wiley13.

[17]

Hillier B, Leaman A, Stansall P, Bedford M. Space syntax. Environment and Planning b: Planning and Design, 1976, 32147185.

[18]

Huang K, Kang P, Zhao Y. Quantitative research of street interface morphology in urban historic districts: A case study of west street historic district, Quanzhou. Heritage Science, 2024, 121226.

[19]

Ibrahim I, Soussi I, Al Qaysi H. A space syntax comparative study on sustainable historic districts: Al-Fahidi, UAE and Al-Darb Al-Ahmar, Egypt. City, Territory and Architecture, 2025, 12124.

[20]

Khan, S., & Deng, Z. (2024). Agent-based crowd simulation: an in-depth survey of determining factors for heterogeneous behavior: S. Khan, Z. Deng. The Visual Computer, 40(7), 4993–5004. https://doi.org/10.1007/s00371-024-03503-2

[21]

Kip M, Oevermann H. Neighbourhood revitalisation and heritage conservation through adaptive reuse: Assessing instruments for commoning. The Historic Environment: Policy & Practice, 2022, 132242266.

[22]

Kolonias SA. Smith C. Charter for the conservation of historic towns and urban areas (Washington 1987). Encyclopedia of global archaeology, 2014Springer13721374.

[23]

Lamprecht M. Space syntax as a socio-economic approach: A review of potentials in the Polish context. Miscellanea Geographica, 2022, 261514.

[24]

Li W, Chen M, Yao N, Luo Z, Jiao Y. Spatial-temporal evolution of roadway layout system from a space syntax perspective. Tunnelling and Underground Space Technology, 2023, 135: 105038.

[25]

Liang W, Ahmad Y, Mohidin HHB. Spatial form and conservation strategy of Sishengci historic district in Chengdu, China. Heritage, 2023, 62891903.

[26]

Liao P, Gu N, Yu R, Brisbin C. Understanding the spatial structures and morphological changes of historic Chinese built environments using angular segment analysis. Architectural Science Review, 2024, 673218236.

[27]

Lin, F., Zhang, X., Ma, Z., & Zhang, Y. (2022). Spatial structure and corridor construction of intangible cultural heritage: A case study of the Ming Great Wall. Land,11, 1478

[28]

Liu, H. (2018). Research on protection and renewal of Macao historical city from the perspective of space narrative.Proceedings of the 4th International Conference on Arts, Design and Contemporary Education (ICADCE 2018). Atlantis Press. https://doi.org/10.2991/icassee-18.2018.111

[29]

Long Y, Baran PK. Does intelligibility affect place legibility? Understanding the relationship between objective and subjective evaluations of the urban environment. Environment and Behavior, 2012, 445616640.

[30]

Luo Y, Lin Z. Spatial accessibility analysis and optimization simulation of urban riverfront space based on space syntax and POIs: A case study of Songxi County, China. Sustainability, 2023, 152014929.

[31]

Lyu Y, Abd Malek MI, Ja’afar NHB, Liu C, Liu Z, Han Z. Multi-data driven and space syntax approach to urban heritage revitalization: Insights from Zhongshan Rd. Historic District, China. Ain Shams Engineering Journal, 2025, 168103473.

[32]

Lyu Y, Abd Malek MI, Jaafar NH, Sima Y, Han Z, Liu Z. Unveiling the potential of space syntax approach for revitalizing historic urban areas: A case study of Yushan Historic District. China. Frontiers of Architectural Research, 2023, 12611441156.

[33]

Ma X, Xue H. Intelligent smart city parking facility layout optimization based on intelligent IoT analysis. Computer Communications, 2020, 153: 145-151.

[34]

Mara F, Cutini V. Top-down or bottom-up? Space syntax vs. agent-based modelling in exploring urban complexity and crime dynamics. Sustainability, 2025, 17104682.

[35]

Mehrinejad Khotbehsara, E., Yu, R., Somasundaraswaran, K., Askarizad, R., & Kolbe-Alexander, T. (2025). The walkable environment: a systematic review through the lens of Space Syntax as an integrated approach. Smart and Sustainable Built Environment. https://doi.org/10.1108/SASBE-02-2024-0049

[36]

Mizzi C, Fabbri A, Rambaldi S, Bertini F, Curti N, Sinigardi S, Luzi R, Venturi G, Davide M, Muratore G, Vannelli A, Bazzani A. Unraveling pedestrian mobility on a road network using ICTs data during great tourist events. EPJ Data Science, 2018, 7144.

[37]

Mohajer Milani A. Analysing complete street design principles using space syntax methodology in a case of Haft-e-Tir square, Tehran. International Journal of Environmental Research, 2024, 18697.

[38]

Mohamed AA. Using BERTopic modelling to map the evolution of space syntax research. Land Use Policy, 2025, 157: 107639.

[39]

Nagata N, Kishimoto T. Development of space syntax based urban analysis software using GIS data. AIJ Journal of Technology and Design, 2010, 163411971200.

[40]

Peponis J, et al. Hunter RH, et al. The space syntax of intelligible communities. Community wayfinding: Pathways to understanding, 2016Springer3560.

[41]

Porta S, Crucitti P, Latora V. The network analysis of urban streets: A primal approach. Environment and Planning b: Planning and Design, 2006, 335705725.

[42]

Reynolds CW. Flocks, herds, and schools: A distributed behavioral model. ACM SIGGRAPH Computer Graphics, 1987, 2142534.

[43]

Tao S, Duan W. A post-evaluation study on the renewal of public space in Qianmen Street of Beijing’s central axis based on grounded theory. Buildings, 2024, 14123969.

[44]

Turner A, Penn A. Encoding natural movement as an agent-based system: An investigation into human pedestrian behaviour in the built environment. Environment and Planning b: Planning and Design, 2002, 294473490.

[45]

Vartholomaios A. Detection and clustering of urban form types with machine learning: Insights into Thessaloniki’s urban planning and evolution. Computational Urban Science, 2025, 5151.

[46]

Wang L, Han X, He J, Jung T. Measuring residents’ perceptions of city streets to inform better street planning through deep learning and space syntax. ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 190: 215-230.

[47]

Wang Y, Jin C, Xu D, Wang T, Wang B. Analysis of multi-dimensional layers in historic districts based on theory of the historic urban landscape: Taking Shenyang Fangcheng as an example. Land, 2024, 13111736.

[48]

Wang Z, Liu Y, Yang L, Meng F. Evaluation of the narrative value and experiential quality of urban trails: A case study of the Southwest Regional Trail in Chongqing, China. Sustainability, 2025, 17125544.

[49]

Whitehand, J. W. R., Samuels, I., & Conzen, M. P. (2009). Conzen, M. R. G. 1960: Alnwick, Northumberland: A study in town-plan analysis. Progress in Human Geography, 33(6), 859–864. https://doi.org/10.1177/0309132509334948

[50]

Xu Y, Rollo J, Esteban Y. Evaluating experiential qualities of historical streets in Nanxun Canal Town through a space syntax approach. Buildings, 2021, 1111544.

[51]

Yaseen FR, Mustafa FA. Visibility of nature-connectedness in school buildings: An analytical study using biophilic parameters, space syntax, and space/nature syntax. Ain Shams Engineering Journal, 2023, 145101973.

[52]

Yoshida N, Nakai T. Impact analysis of street space quality on pedestrian behavior using mobile probe data. IATSS Research, 2024, 483477486.

[53]

Zhao F, Xu X, Dong W, Fu J, Bai X, Wu J. Research on sustainable renewal of historic blocks based on urban catalyst theory. Applied and Computational Engineering, 2024, 63: 195-205.

[54]

Zhao X, Lee J, Hong K. A comparative analysis of museum accessibility in high-density Asian cities: Case studies from Seoul and Tokyo. Buildings, 2023, 1381886.

[55]

Zheng B, Tian F, Lin L, Fan J. Study on the morphological analysis and evolution of the street network in the historic urban area of Changsha City from 1872–2023. Land, 2024, 136738.

[56]

Zhou J, Wang P. Multi-level research of living space with sensors and actuators technology in the historic centre of Macao from the perspective of space syntax. Physics and Chemistry of the Earth, Parts a/b/c, 2023, 132: 103485.

Rights & permissions

The Author(s)

PDF

0

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉