Algorithmic urban planning for smart and sustainable development: Systematic review of the literature

被引:76
|
作者
Son, Tim Heinrich [1 ]
Weedon, Zack [1 ]
Yigitcanlar, Tan [1 ]
Sanchez, Thomas [2 ]
Corchado, Juan M. [3 ]
Mehmood, Rashid [4 ]
机构
[1] Queensland Univ Technol, Sch Architecture & Built Environm, City 4 0 Lab, 2 George St, Brisbane, Qld 4000, Australia
[2] Virginia Tech, Sch Publ & Int Affairs, 900N Glebe Rd, Arlington, VA 22203 USA
[3] Univ Salamanca, Bisite Res Grp, Salamanca 37007, Spain
[4] King Abdulaziz Univ, High Performance Comp Ctr, Jeddah 21589, Saudi Arabia
基金
澳大利亚研究理事会;
关键词
Artificial intelligence; Big data; Urban planning; Urban development; Sustainable development; Smart cities; ARTIFICIAL-INTELLIGENCE; EXPERT-SYSTEMS; BIG DATA; GROWTH BOUNDARIES; DECISION-MAKING; MODEL; COMPLEXITY; AREAS;
D O I
10.1016/j.scs.2023.104562
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In recent years, artificial intelligence (AI) has been increasingly put into use to address cities' economic, social, environmental, and governance challenges. Thanks to its advanced capabilities, AI is set to become one of local governments' principal means of achieving smart and sustainable development. AI utilisation for urban planning, nonetheless, is a relatively understudied area of research, particularly in terms of the gap between theory and practice. This study presents a comprehensive review of the areas of urban planning in which AI technologies are contemplated or applied, and it is analysed how AI technologies support or could potentially support smart and sustainable development. Regarding the methodological approach, this is a systematic literature review following the PRISMA protocol. The obtained insights include: (a) Early adopters' real-world AI applications in urban planning are paving the way to wider local government AI adoption; (b) Achieving wider AI adoption for urban planning involves collaboration and partnership between key stakeholders; (c) Big data is an integral element for effective AI utilisation in urban planning, and; (d) Convergence of artificial and human intelligence is crucial to address urbanisation issues adequately and to achieve smart and sustainable development. These insights highlight the importance of making planning smarter through advanced data and analytical methods.
引用
收藏
页数:29
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