在建筑环境研究中整合众包数据:系统审查
Qiuyi Yang1, Bo Zhang2, Jiawen Chen3
1School for Environment and Sustainability, University of Michigan, Ann Arbor, MI, USA.
Journal of environmental management
|January 3, 2025
概括
众包数据是建筑环境研究的关键,但分析需要一个框架. 本次综述强调了使用这些数据进行包容性城市发展的情境敏感方法的重要性.
科学领域:
- 建筑环境研究 建筑环境研究
- 城市规划 城市规划
- 地理信息系统 (GIS) 是指地理信息系统.
- 数据科学数据科学数据科学
背景情况:
- 众包数据在建筑环境研究中变得越来越重要,这是由于数字技术和参与式城市化.
- 目前,该领域众包数据的系统分析框架尚未得到充分发展.
- 了解数据解释中的文化和上下文变异性至关重要.
研究的目的:
- 系统地审查和分析众包数据在塑造建筑环境中的应用.
- 揭示不断变化的主题格局和众包数据表示背后的驱动力 (2013-2024年).
- 探索影响数据解释的文化维度和上下文变异性.
主要方法:
- 根据PRISMA协议进行的系统文献审查.
- 从2013年到2024年对226项相关研究进行了纵向分析.
- 审查众包技术,方法和与其他大数据形式的比较.
主要成果:
- 确定了在建筑环境研究中使用众包数据的不断发展的主题景观.
- 在不同的地理和社会背景下,数据解释有显著差异.
- 突出了众包数据与其他大数据类型的互补作用.
结论:
- 强调需要具有上下文敏感和文化意识的方法,以有效利用众包数据.
- 重构众包数据,将其作为了解城市化中的文化和技术转变的镜头.
- 为城市规划者和政策制定者提供可行的建议,以促进包容性和可持续的城市发展.
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