Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities

Dorota Kamrowska-Załuska
<span title="2021-11-08">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7ixbv73hanfolor6ms2zcqigse" style="color: black;">Land</a> </i> &nbsp;
Wide access to large volumes of urban big data and artificial intelligence (AI)-based tools allow performing new analyses that were previously impossible due to the lack of data or their high aggregation. This paper aims to assess the possibilities of the use of urban big data analytics based on AI-related tools to support the design and planning of cities. To this end, the author introduces a conceptual framework to assess the influence of the emergence of these tools on the design and
more &raquo; ... of the cities in the context of urban change. In this paper, the implications of the application of artificial-intelligence-based tools and geo-localised big data, both in solving specific research problems in the field of urban planning and design as well as on planning practice, are discussed. The paper is concluded with both cognitive conclusions and recommendations for planning practice. It is directed towards urban planners interested in the emerging urban big data analytics based on AI-related tools and towards urban theorists working on new methods of describing urban change.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/land10111209">doi:10.3390/land10111209</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ncelgv6pqnbrpjbgusubv7jh64">fatcat:ncelgv6pqnbrpjbgusubv7jh64</a> </span>
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