用户对公园可访问性和吸引力的体验基于在线评论分析
Abdelbaseer A Mohamed1,2, Jakub Kronenberg3,4
1Social-Ecological Systems Analysis Lab, University of Lodz, Lodz, Poland. abdelbaseer.elsayed@eksoc.uni.lodz.pl.
Scientific reports
|February 5, 2025
概括
在线评论提供了一种具有成本效益的方法来了解公众对城市公园的看法. 谷歌评论显示公园质量,家庭活动,成本和自然环境是关键主题,大多数用户表达了积极的情绪.
科学领域:
- 城市规划 城市规划
- 环境心理学 环境心理学
- 计算社会科学 计算社会科学
背景情况:
- 有效的城市公园管理需要了解公众的经验.
- 传统的调查是资源密集型的;社交媒体提供了一个具有成本效益的替代方案.
- 谷歌评论提供了用户对城市绿色空间的看法.
研究的目的:
- 通过谷歌评论,检查用户的情绪,并确定有关开罗城市公园的关键主题.
- 评估公园特征与用户对可访问性和吸引力的看法之间的关系.
- 评估在线审查对公园管理决策的有用性.
主要方法:
- 利用主题建模来识别谷歌对开罗城市公园的评论中的关键主题.
- 进行情绪分析以量化用户意见 (积极,消极).
- 进行了统计和深入的内容分析,以探索影响公园可访问性和吸引力的因素.
主要成果:
- 出现了四个主要主题:质量/维护,家庭/活动,成本/负担能力和自然环境.
- 情绪分析显示,79.8%的评论是积极的,8.1%的评论是消极的.
- 公园的可访问性受安全性和商业化 (食品/门票价格) 的影响;吸引力与文化和监管特征 (清洁,安静) 有关.
结论:
- 在线评价是公园可访问性和吸引力的有价值指标,有助于公园管理.
- 调查结果强调了安全,成本,文化产品和清洁对于积极的公园体验的重要性.
- 未来的研究应该将社交媒体数据与传统方法相结合,以捕捉更广泛的社会文化动态.
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