利用人工神经网络 (ANN) 规范智慧城市,实现可持续城市发展和保障公民权利
Zhen Kuang1,2, Junyu Su3, Ahmad Latifian4
1Faculty of Data Science, City University of Macau, Macau, 999078, China.
Scientific reports
|December 31, 2024
概括
智慧城市法规是公民参与和数据保护的关键. 有效的政策将参与率提高30%,但削弱这些政策会减少信息共享,影响城市发展.
科学领域:
- 城市规划与技术
- 公共政策和治理公共政策和治理
背景情况:
- 智慧城市利用技术来实现城市管理和公民参与.
- 越来越多的数据依赖引起了人们对隐私,安全和公民代表性的担忧.
研究的目的:
- 强调监管智慧城市对公民权利,安全和隐私的重要性.
- 审查有关数据保护,网络安全和公民参与的政策.
主要方法:
- 利用人工神经网络 (ANN) 分析法规对智能城市发展的影响.
- 评估了网络安全法规,公民参与,信息共享法律和数据保护的影响.
主要成果:
- 实施的政策导致公民参与在4年内增加了30%.
- 即使在暂时暂停法规后,公民参与仍然存在.
- 减少或不改变的法规导致信息共享减少.
结论:
- 监管框架对于平衡技术创新与基本权利保护至关重要.
- 有效的法规促进了公民文化,增强了民主的城市环境.
- 该研究证明了ANN在分析对智能城市的监管影响方面的预测准确性.
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