Frontiers of policy and governance research in a smart city and artificial intelligence: an advanced review based on natural language processing

IF 2.4 Q3 ENVIRONMENTAL SCIENCES Frontiers in Sustainable Cities Pub Date : 2023-07-27 DOI:10.3389/frsc.2023.1199041
Liang Dong, Yunhong Liu
{"title":"Frontiers of policy and governance research in a smart city and artificial intelligence: an advanced review based on natural language processing","authors":"Liang Dong, Yunhong Liu","doi":"10.3389/frsc.2023.1199041","DOIUrl":null,"url":null,"abstract":"This study presents an advanced review of policy and governance research in the context of smart cities and artificial intelligence (AI). With cities playing a crucial role in achieving the United Nations Sustainable Development Goals, it is vital to understand the opportunities and challenges that arise from the applications of smart technologies and AI in promoting urban sustainability. Using the Latent Dirichlet Allocation (LDA) method based on a three-layer Bayesian algorithm model, we conducted a systematic review of approximately 3700 papers from Scopus. Our analysis revealed prominent topics such as “service transformation,” “community participation,” and “sustainable development goals.” We also identified emerging concerns, including “open user data,” “ethics and risk management,” and “data privacy management.” These findings provide valuable insights into the current progress and frontiers of policy and governance research in the field, informing future research directions and decision-making processes.","PeriodicalId":33686,"journal":{"name":"Frontiers in Sustainable Cities","volume":null,"pages":null},"PeriodicalIF":2.4000,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Sustainable Cities","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/frsc.2023.1199041","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

This study presents an advanced review of policy and governance research in the context of smart cities and artificial intelligence (AI). With cities playing a crucial role in achieving the United Nations Sustainable Development Goals, it is vital to understand the opportunities and challenges that arise from the applications of smart technologies and AI in promoting urban sustainability. Using the Latent Dirichlet Allocation (LDA) method based on a three-layer Bayesian algorithm model, we conducted a systematic review of approximately 3700 papers from Scopus. Our analysis revealed prominent topics such as “service transformation,” “community participation,” and “sustainable development goals.” We also identified emerging concerns, including “open user data,” “ethics and risk management,” and “data privacy management.” These findings provide valuable insights into the current progress and frontiers of policy and governance research in the field, informing future research directions and decision-making processes.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
智能城市和人工智能中的政策和治理研究前沿:基于自然语言处理的高级综述
本研究对智能城市和人工智能背景下的政策和治理研究进行了深入回顾。由于城市在实现联合国可持续发展目标方面发挥着至关重要的作用,了解智能技术和人工智能在促进城市可持续性方面的应用所带来的机遇和挑战至关重要。使用基于三层贝叶斯算法模型的潜在狄利克雷分配(LDA)方法,我们对Scopus的约3700篇论文进行了系统综述。我们的分析揭示了“服务转型”、“社区参与”和“可持续发展目标”等突出主题。我们还发现了新出现的问题,包括“开放用户数据”、“道德与风险管理”和“数据隐私管理”。“这些发现为该领域政策和治理研究的当前进展和前沿提供了宝贵的见解,为未来的研究方向和决策过程提供了信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
4.00
自引率
7.10%
发文量
176
审稿时长
13 weeks
期刊最新文献
Wellbeing, infrastructures, and energy insecurity in informal settlements Sustainable, resilient, regenerative? The potential of Melbourne’s peri-urban region A methodological framework for the implementation of urban living lab on circular economy co-design activities Navigating urbanization implications: effects of land expropriation on farmers’ livelihoods in Addis Ababa, Ethiopia Is ward-level calculation of urban green space availability important?—A case study on Vellore city, India, using the histogram-based spectral discrimination approach
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1