人工智能驱动的参与式环境管理:创新,应用和未来前景
Márcia R C Santos1, Luísa Cagica Carvalho2
1Universidade Lusófona, Lisboa, Portugal; CETRAD Research Centre, Portugal; Instituto Universitário de Lisboa (ISCTE-IUL), Business Research Unit (BRU-IUL), Lisboa, Portugal.
Journal of environmental management
|January 3, 2025
概括
人工智能 (AI) 提供了通过公众参与来管理环境的新方法. 本研究回顾了环境决策的AI工具,强调了负责任的AI部署的好处和伦理需求.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 公共政策 公共政策
背景情况:
- 参与式环境管理包括各种利益相关者参与决策.
- 人工智能 (AI) 的快速发展为这个领域带来了新的机遇.
- 将人工智能整合到参与式方法中需要仔细考虑挑战和道德.
研究的目的:
- 探索将人工智能技术整合到参与式环境管理中.
- 识别和系统化关于环境管理的AI驱动工具的学术贡献.
- 讨论AI在这个领域的挑战,伦理考虑和未来的前景.
主要方法:
- 进行了系统的文献审查.
- 编制了80篇相关学术论文的集体.
- 用文本挖掘工具来分析文献.
主要成果:
- 人工智能为加强参与式环境管理提供了巨大的潜力.
- 确定了关键的AI驱动工具及其应用.
- 挑战包括人工智能系统的透明度,公平性和问责制.
结论:
- 人工智能可以促进适应性管理策略,改善利益相关者的协作.
- 伦理的人工智能部署对于可持续发展目标至关重要.
- 未来的研究应该专注于开发透明,公平和负责任的环境治理人工智能系统.
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