IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i3p377-d1358321.html
   My bibliography  Save this article

Bridging Geospatial and Semantic Worlds: Enhancing Analysis of Place-Based Concepts in GIS

Author

Listed:
  • Omid Reza Abbasi

    (Department of Geospatial Information Systems, K. N. Toosi University of Technology, Tehran 19967-15433, Iran)

  • Ali Asghar Alesheikh

    (Department of Geospatial Information Systems, K. N. Toosi University of Technology, Tehran 19967-15433, Iran)

  • Aynaz Lotfata

    (Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, CA 90616, USA)

  • Chiara Garau

    (Department of Civil, Environmental Engineering, and Architecture (DICAAR), University of Cagliari, 09124 Cagliari, Italy)

Abstract

People’s actions and behaviours contribute to the diversity and personality of a space, transforming it into a vibrant and thriving living environment. The main goal of this research is to present a GIS-based framework for assessing places. The framework is constructed based on the idea of conceptual spaces, integrating spatial and semantic concepts inside a geometric structure. The explanation of place-related concepts is achieved via the use of linear programming and convex polytopes. By projecting these concepts into the spatial domain, a strong connection between geographical and semantic space is established. This connection allows a wide range of analytical calculations using geographic information systems to be carried out. The study focuses on the sense of city centre in Tehran, Iran, by employing questionnaires administrated on-site to evaluate the correlation between identified city centres and the participants’ responses. The findings demonstrate a good correlation, as shown by a Pearson correlation value of 0.74 and a rank correlation coefficient of 0.8. Interestingly, the city centres that were selected did not always align with the geographic centre. However, participants still perceived them as city centres. This framework serves as a valuable tool for planners and policymakers, providing a comprehensive understanding of the built environment. By considering both semantic and geographical aspects, the framework emphasises the importance of emotions, memories, and meanings in creating an inclusive environment.

Suggested Citation

  • Omid Reza Abbasi & Ali Asghar Alesheikh & Aynaz Lotfata & Chiara Garau, 2024. "Bridging Geospatial and Semantic Worlds: Enhancing Analysis of Place-Based Concepts in GIS," Land, MDPI, vol. 13(3), pages 1-22, March.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:3:p:377-:d:1358321
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/3/377/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/13/3/377/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kang, Chaogui & Ma, Xiujun & Tong, Daoqin & Liu, Yu, 2012. "Intra-urban human mobility patterns: An urban morphology perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(4), pages 1702-1717.
    2. Crone, Sven F. & Lessmann, Stefan & Stahlbock, Robert, 2006. "The impact of preprocessing on data mining: An evaluation of classifier sensitivity in direct marketing," European Journal of Operational Research, Elsevier, vol. 173(3), pages 781-800, September.
    3. Alireza Taravat & Masih Rajaei & Iraj Emadodin, 2017. "Urbanization dynamics of Tehran city (1975–2015) using artificial neural networks," Journal of Maps, Taylor & Francis Journals, vol. 13(1), pages 24-30, January.
    4. Matthew Browning & Kangjae Lee, 2017. "Within What Distance Does “Greenness” Best Predict Physical Health? A Systematic Review of Articles with GIS Buffer Analyses across the Lifespan," IJERPH, MDPI, vol. 14(7), pages 1-21, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zainab Khan & Sk Ajim Ali & Mohd Mohsin & Farhana Parvin & Syed Kausar Shamim & Ateeque Ahmad, 2024. "A district-level vulnerability assessment of next COVID-19 variant (Omicron BA.2) in Uttarakhand using quantitative SWOT analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 657-686, January.
    2. Lee, In Gyu & Yoon, Sang Won & Won, Daehan, 2022. "A Mixed Integer Linear Programming Support Vector Machine for Cost-Effective Group Feature Selection: Branch-Cut-and-Price Approach," European Journal of Operational Research, Elsevier, vol. 299(3), pages 1055-1068.
    3. Crone, Sven F. & Finlay, Steven, 2012. "Instance sampling in credit scoring: An empirical study of sample size and balancing," International Journal of Forecasting, Elsevier, vol. 28(1), pages 224-238.
    4. Georgios Marinakos & Sophia Daskalaki, 2017. "Imbalanced customer classification for bank direct marketing," Journal of Marketing Analytics, Palgrave Macmillan, vol. 5(1), pages 14-30, March.
    5. Yang, Xiping & Fang, Zhixiang & Xu, Yang & Yin, Ling & Li, Junyi & Lu, Shiwei, 2019. "Spatial heterogeneity in spatial interaction of human movements—Insights from large-scale mobile positioning data," Journal of Transport Geography, Elsevier, vol. 78(C), pages 29-40.
    6. Wang, Wenjun & Pan, Lin & Yuan, Ning & Zhang, Sen & Liu, Dong, 2015. "A comparative analysis of intra-city human mobility by taxi," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 420(C), pages 134-147.
    7. Brandner, Hubertus & Lessmann, Stefan & Voß, Stefan, 2013. "A memetic approach to construct transductive discrete support vector machines," European Journal of Operational Research, Elsevier, vol. 230(3), pages 581-595.
    8. Janka Lengyel & Stéphane Roux & François Sémécurbe & Stéphane Jaffard & Patrice Abry, 2023. "Roughness and intermittency within metropolitan regions - Application in three French conurbations," Environment and Planning B, , vol. 50(3), pages 600-620, March.
    9. Lihua Xu & Huifeng Xu & Tianyu Wang & Wenze Yue & Jinyang Deng & Liwei Mao, 2019. "Measuring Urban Spatial Activity Structures: A Comparative Analysis," Sustainability, MDPI, vol. 11(24), pages 1-17, December.
    10. Chen, Yanguang, 2015. "The distance-decay function of geographical gravity model: Power law or exponential law?," Chaos, Solitons & Fractals, Elsevier, vol. 77(C), pages 174-189.
    11. Lessmann, Stefan & Baesens, Bart & Seow, Hsin-Vonn & Thomas, Lyn C., 2015. "Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research," European Journal of Operational Research, Elsevier, vol. 247(1), pages 124-136.
    12. Andreia Teixeira & Ronaldo Gabriel & José Martinho & Irene Oliveira & Mário Santos & Graça Pinto & Helena Moreira, 2023. "Distance to Natural Environments, Physical Activity, Sleep, and Body Composition in Women: An Exploratory Analysis," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    13. Yijun Zhang & Suzanne Mavoa & Jinfeng Zhao & Deborah Raphael & Melody Smith, 2020. "The Association between Green Space and Adolescents’ Mental Well-Being: A Systematic Review," IJERPH, MDPI, vol. 17(18), pages 1-26, September.
    14. K. W. De Bock & D. Van Den Poel, 2012. "Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 12/805, Ghent University, Faculty of Economics and Business Administration.
    15. Jake M. Robinson & Anna Jorgensen & Ross Cameron & Paul Brindley, 2020. "Let Nature Be Thy Medicine: A Socioecological Exploration of Green Prescribing in the UK," IJERPH, MDPI, vol. 17(10), pages 1-24, May.
    16. Bose, Indranil & Chen, Xi, 2009. "Quantitative models for direct marketing: A review from systems perspective," European Journal of Operational Research, Elsevier, vol. 195(1), pages 1-16, May.
    17. Suzanne Tillmann & Andrew F. Clark & Jason A. Gilliland, 2018. "Children and Nature: Linking Accessibility of Natural Environments and Children’s Health-Related Quality of Life," IJERPH, MDPI, vol. 15(6), pages 1-15, May.
    18. Meead Saberi & Taha H. Rashidi & Milad Ghasri & Kenneth Ewe, 2018. "A Complex Network Methodology for Travel Demand Model Evaluation and Validation," Networks and Spatial Economics, Springer, vol. 18(4), pages 1051-1073, December.
    19. Stella R. Harden & Nadine Schuurman & Peter Keller & Scott A. Lear, 2022. "Neighborhood Characteristics Associated with Running in Metro Vancouver: A Preliminary Analysis," IJERPH, MDPI, vol. 19(21), pages 1-13, November.
    20. Hector A. Olvera-Alvarez & Matthew H. E. M. Browning & Andreas M. Neophytou & Gregory N. Bratman, 2021. "Associations of Residential Brownness and Greenness with Fasting Glucose in Young Healthy Adults Living in the Desert," IJERPH, MDPI, vol. 18(2), pages 1-16, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:13:y:2024:i:3:p:377-:d:1358321. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.