Computer Science > Computers and Society
arXiv:2208.04727 (cs)
[Submitted on 7 Aug 2022 (v1), last revised 4 Sep 2023 (this version, v2)]
Title:Responsible Urban Intelligence: Towards a Research Agenda
View a PDF of the paper titled Responsible Urban Intelligence: Towards a Research Agenda, by Rui Cao and 2 other authors
View PDFAbstract:Acceleration of urbanisation is posing great challenges to sustainable development. Growing accessibility to big data and artificial intelligence (AI) technologies have revolutionised many fields and offered great potential for addressing pressing urban problems. However, using these technologies without explicitly considering responsibilities would bring new societal and environmental issues. To maximise the benefits of big data and AI while minimising potential issues, we envisage a conceptual framework of Responsible Urban Intelligence (RUI) and advocate an agenda for action. We first define RUI as consisting of three major components including urban problems, enabling technologies, and responsibilities; then introduce transparency, fairness, and eco-friendliness as the three dimensions of responsibilities which naturally link with the human, space, and time dimensions of cities; and further develop a four-stage implementation framework for responsibilities as consisting of solution design, data preparation, model building, and practical application; and finally present a research agenda for RUI addressing challenging issues including data and model transparency, tension between performance and fairness, and solving urban problems in an eco-friendly manner.
| Subjects: | Computers and Society (cs.CY) |
| Cite as: | arXiv:2208.04727 [cs.CY] |
| (orarXiv:2208.04727v2 [cs.CY] for this version) | |
| https://doi.org/10.48550/arXiv.2208.04727 arXiv-issued DOI via DataCite | |
| Journal reference: | Spatial Data Science Symposium 2023 Short Paper Proceedings |
| Related DOI: | https://doi.org/10.25436/E2RC73 DOI(s) linking to related resources |
Submission history
From: Rui Cao [view email][v1] Sun, 7 Aug 2022 13:19:23 UTC (133 KB)
[v2] Mon, 4 Sep 2023 09:27:54 UTC (191 KB)
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View a PDF of the paper titled Responsible Urban Intelligence: Towards a Research Agenda, by Rui Cao and 2 other authors
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