Research Article

A Systematic Literature Review of Big Data in Urban Studies

Volume: 1 Number: 1 June 15, 2023
EN

A Systematic Literature Review of Big Data in Urban Studies

Abstract

The paper aims to explore the use of big data in urban studies by analyzing selected state-of-the-art studies in urban informatics that utilize big data to support urban decision-making. The study conducts exploratory research to gain insight into the association patterns of big data-related concepts. The researchers use the VOSviewer tool to analyze 30 selected references based on keyword occurrences, abstracts, and titles. The study also focuses on how the references handle decision support and examines the relationship network of decision support with other terms. The qualitative and quantitative analysis results are presented to show the association and numeric distribution of the terms. The paper finds that decision support in the selected studies is mainly provided through data-driven computational methods, spatial statistical methods, and mapping of the spatiotemporal pattern of urban phenomena. The reference studies mainly support decisions related to urban activities and functioning, user activities and movement, visiting, and urban perception. The study contributes to presenting the trend in big data studies for urban planning and decision-making.

Keywords

References

  1. Abbasi, A., Rashidi, T. H., Maghrebi, M., & Waller, S. T. (2015). Utilising Location Based Social Media in Travel Survey Methods: Bringing Twitter Data into the Play. Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Net-works.https://doi.org/10.1145/2830657.2830660 google scholar
  2. Adelfio, M., Serrano-Estrada, L., Marti-Ciriquiân, P., Kain, J.-H., & Stenberg, J. (2020). Social Activity in Gothenburg’s Intermediate City: Mapping Third Places through Social Media Data. Applied Spatial Analysis and Policy, 13(4), 985-1017. https://doi.org/10.1007/s12061-020-09338-3 google scholar
  3. Balaban, O., & Tuncer, B. (2016). Visualizing Urban Sports Movement. Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, 2, 89-94. https://doi.org/10.52842/conf.ecaade.2016.2.089 google scholar
  4. Batty (2001). Foreword. In R. Laurini (ed.), Information systems for urban planning: a hypermedia cooperavite approach. Taylor and Francis google scholar
  5. Batty M. (2016). Big Data and The City. Built Environment 42 (3), 321-337.https://doi.org/10.2148/benv.42.3.321 google scholar
  6. Batty M., Axhausen K., Fosca G., Pozdnoukov A., Bazzani A., Wachowicz M., Ouzonunis G., Portugali Y. (2012). Smart Cities of the Future. Eur. Phys. J. Special Topics 214, pp. 481-518. https://doi.org/10.1140/epjst/e2012-01703-3 google scholar
  7. Batty, M. (2013a). Urban Informatics and Big Data. London: CASA, University College London. Retrieved date: 03/05/2019. Retrieved from:http://www.spatialcomplexity.info/files/2015/07/Urban-Informatics-and-Big-Data google scholar
  8. Batty, M. (2013b). The New Science of Cities. Cambridge, MA: MIT Press. google scholar

Details

Primary Language

English

Subjects

Architecture (Other)

Journal Section

Research Article

Publication Date

June 15, 2023

Submission Date

February 26, 2023

Acceptance Date

April 12, 2023

Published in Issue

Year 2023 Volume: 1 Number: 1

APA
Kırdar, G. (2023). A Systematic Literature Review of Big Data in Urban Studies. Journal of Technology in Architecture, Design and Planning, 1(1), 64-83. https://doi.org/10.26650/JTADP.01.004
AMA
1.Kırdar G. A Systematic Literature Review of Big Data in Urban Studies. JTADP. 2023;1(1):64-83. doi:10.26650/JTADP.01.004
Chicago
Kırdar, Gülce. 2023. “A Systematic Literature Review of Big Data in Urban Studies”. Journal of Technology in Architecture, Design and Planning 1 (1): 64-83. https://doi.org/10.26650/JTADP.01.004.
EndNote
Kırdar G (June 1, 2023) A Systematic Literature Review of Big Data in Urban Studies. Journal of Technology in Architecture, Design and Planning 1 1 64–83.
IEEE
[1]G. Kırdar, “A Systematic Literature Review of Big Data in Urban Studies”, JTADP, vol. 1, no. 1, pp. 64–83, June 2023, doi: 10.26650/JTADP.01.004.
ISNAD
Kırdar, Gülce. “A Systematic Literature Review of Big Data in Urban Studies”. Journal of Technology in Architecture, Design and Planning 1/1 (June 1, 2023): 64-83. https://doi.org/10.26650/JTADP.01.004.
JAMA
1.Kırdar G. A Systematic Literature Review of Big Data in Urban Studies. JTADP. 2023;1:64–83.
MLA
Kırdar, Gülce. “A Systematic Literature Review of Big Data in Urban Studies”. Journal of Technology in Architecture, Design and Planning, vol. 1, no. 1, June 2023, pp. 64-83, doi:10.26650/JTADP.01.004.
Vancouver
1.Gülce Kırdar. A Systematic Literature Review of Big Data in Urban Studies. JTADP. 2023 Jun. 1;1(1):64-83. doi:10.26650/JTADP.01.004