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Prospective for urban informatics
The specialization of different urban sectors, theories, and technologies and their confluence in city development have led to a greatly accelerated growth in urban informatics, the transdisciplinary field for understanding and developing the city through new information technologies. While this you...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458300/ https://www.ncbi.nlm.nih.gov/pubmed/37522135 http://dx.doi.org/10.1007/s44212-022-00006-0 |
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author | Shi, Wenzhong Goodchild, Michael Batty, Michael Li, Qingquan Liu, Xintao Zhang, Anshu |
author_facet | Shi, Wenzhong Goodchild, Michael Batty, Michael Li, Qingquan Liu, Xintao Zhang, Anshu |
author_sort | Shi, Wenzhong |
collection | PubMed |
description | The specialization of different urban sectors, theories, and technologies and their confluence in city development have led to a greatly accelerated growth in urban informatics, the transdisciplinary field for understanding and developing the city through new information technologies. While this young and highly promising field has attracted multiple reviews of its advances and outlook for its future, it would be instructive to probe further into the research initiatives of this rapidly evolving field, to provide reference to the development of not only urban informatics, but moreover the future of cities as a whole. This article thus presents a collection of research initiatives for urban informatics, based on the reviews of the state of the art in this field. The initiatives cover three levels, namely the future of urban science; core enabling technologies including geospatial artificial intelligence, high-definition mapping, quantum computing, artificial intelligence and the internet of things (AIoT), digital twins, explainable artificial intelligence, distributed machine learning, privacy-preserving deep learning, and applications in urban design and planning, transport, location-based services, and the metaverse, together with a discussion of algorithmic and data-driven approaches. The article concludes with hopes for the future development of urban informatics and focusses on the balance between our ever-increasing reliance on technology and important societal concerns. |
format | Online Article Text |
id | pubmed-9458300 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-94583002022-09-09 Prospective for urban informatics Shi, Wenzhong Goodchild, Michael Batty, Michael Li, Qingquan Liu, Xintao Zhang, Anshu Urban Info Perspective The specialization of different urban sectors, theories, and technologies and their confluence in city development have led to a greatly accelerated growth in urban informatics, the transdisciplinary field for understanding and developing the city through new information technologies. While this young and highly promising field has attracted multiple reviews of its advances and outlook for its future, it would be instructive to probe further into the research initiatives of this rapidly evolving field, to provide reference to the development of not only urban informatics, but moreover the future of cities as a whole. This article thus presents a collection of research initiatives for urban informatics, based on the reviews of the state of the art in this field. The initiatives cover three levels, namely the future of urban science; core enabling technologies including geospatial artificial intelligence, high-definition mapping, quantum computing, artificial intelligence and the internet of things (AIoT), digital twins, explainable artificial intelligence, distributed machine learning, privacy-preserving deep learning, and applications in urban design and planning, transport, location-based services, and the metaverse, together with a discussion of algorithmic and data-driven approaches. The article concludes with hopes for the future development of urban informatics and focusses on the balance between our ever-increasing reliance on technology and important societal concerns. Springer Nature Singapore 2022-09-09 2022 /pmc/articles/PMC9458300/ /pubmed/37522135 http://dx.doi.org/10.1007/s44212-022-00006-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Perspective Shi, Wenzhong Goodchild, Michael Batty, Michael Li, Qingquan Liu, Xintao Zhang, Anshu Prospective for urban informatics |
title | Prospective for urban informatics |
title_full | Prospective for urban informatics |
title_fullStr | Prospective for urban informatics |
title_full_unstemmed | Prospective for urban informatics |
title_short | Prospective for urban informatics |
title_sort | prospective for urban informatics |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458300/ https://www.ncbi.nlm.nih.gov/pubmed/37522135 http://dx.doi.org/10.1007/s44212-022-00006-0 |
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