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灾难医疗保健和恢复力:对社交网络数据分析应用的系统审查
Hamidreza Rasouli Panah1, Samaneh Madanian1, Jian Yu1
1Auckland University of Technology (AUT), Department of Computer Science and Software Engineering, Auckland, New Zealand.
社交网络为灾害卫生管理提供了有价值的数据,改善了公共卫生决策. 然而,数据量和错误信息等挑战意味着它们不能成为唯一的信息来源.
科学领域:
- 公共卫生 公共卫生
- 灾害管理 灾害管理
- 社交媒体分析
背景情况:
- 在灾难期间,越来越多地使用社交网络平台.
- 它们在医疗保健管理和弹性方面的作用需要进行系统的评估.
研究的目的:
- 探索灾难卫生管理中的社交网络平台应用.
- 评估它们在危机期间加强公共卫生决策和政策制定方面的潜力.
主要方法:
- 90项研究的系统文献综述.
- 社交网络数据应用的定性和主题分析.
- 分类为5个主要主题:通信,信息提取,灾害管理,情境意识和位置识别.
主要成果:
- 社交网络为灾难环境中的公共卫生当局提供了额外的工具.
- 调查结果支持加强决策和政策制定能力.
- 确定的应用程序为未来的研究和创新奠定了基础.
结论:
- 社交网络数据分析面临诸多挑战,包括数据量和错误信息.
- 排除非用户 (例如,一些老年人群) 限制了代表性.
- 仅仅依赖社交网络数据是不够的;对于有效的灾害卫生管理,采用替代信息来源的综合方法至关重要.
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