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

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-...

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Autor principal:	Dorota Kamrowska-Załuska
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	artificial intelligence big data urban design and planning urban change Agriculture S
Acceso en línea:	https://doaj.org/article/23ad47996ad24f8789d4059630ab2ab2
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id	oai:doaj.org-article:23ad47996ad24f8789d4059630ab2ab2
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spelling	oai:doaj.org-article:23ad47996ad24f8789d4059630ab2ab22021-11-25T18:09:42ZImpact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities10.3390/land101112092073-445Xhttps://doaj.org/article/23ad47996ad24f8789d4059630ab2ab22021-11-01T00:00:00Zhttps://www.mdpi.com/2073-445X/10/11/1209https://doaj.org/toc/2073-445XWide 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 planning 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.Dorota Kamrowska-ZałuskaMDPI AGarticleartificial intelligencebig dataurban design and planningurban changeAgricultureSENLand, Vol 10, Iss 1209, p 1209 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	artificial intelligence big data urban design and planning urban change Agriculture S
spellingShingle	artificial intelligence big data urban design and planning urban change Agriculture S Dorota Kamrowska-Załuska Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
description	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 planning 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.
format	article
author	Dorota Kamrowska-Załuska
author_facet	Dorota Kamrowska-Załuska
author_sort	Dorota Kamrowska-Załuska
title	Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
title_short	Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
title_full	Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
title_fullStr	Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
title_full_unstemmed	Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities
title_sort	impact of ai-based tools and urban big data analytics on the design and planning of cities
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/23ad47996ad24f8789d4059630ab2ab2
work_keys_str_mv	AT dorotakamrowskazałuska impactofaibasedtoolsandurbanbigdataanalyticsonthedesignandplanningofcities
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Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities

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