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宁波社区振兴中的平台可见情绪和话题:来自短视频的证据

Shuhao Liu¹, Linghui Zhao¹, Jiarui Liu²

¹College of Design, Art and Architecture, Zhejiang Wanli University, Ningbo, 315100, China.

Scientific reports

|March 14, 2026

概括

这项研究使用杜视频分析了宁波城市更新的社会影响. 它发现未来的社区是乐观的,旧的翻新混合,和村庄重建引发公平性问题.

科学领域:

城市研究和规划.
社会科学研究方法社会科学研究方法
数字媒体分析数字媒体分析

背景情况:

城市更新项目对居民的社会和感知体验产生重大影响.
了解居民的不同反应对于有效的城市重建战略至关重要.
传统的调查方法可能无法完全捕捉到公众情绪的细微差别.

研究的目的:

探索和比较三个不同的城市更新类型在宁波,中国的社会和感知影响.
分析与城市更新相关的用户生成视频内容中表达的情感反应和突出主题.
评估社交媒体数据的多模式分析对了解对城市发展的论的有用性.

主要方法:

从Douyin (TikTok) 分析口头叙述和视觉暗示的短视频,涉及城市村的重建,未来社区建设和旧住宅社区改造项目.
应用自动语音转录和计算机视觉来从视频内容中提取对象/场景标签.
对文本情感和视觉背景的比较解释,以描述平台可见的情感反应.

主要成果:

未来社区视频主要传达乐观,突出现代设施和有抱负的生活方式.
旧的社区装修视频显示了不同的反应,人们对改进的赞赏与对建筑中断的丧相结合.
城市村的重建视频表明原则上的支持,但揭示了关于搬迁公平性和社区身份保护的担忧.

结论:

对社交媒体数据的多模式分析揭示了城市更新中微妙的情感景观,补充了传统的研究方法.
调查结果强调,需要针对不同类型的城市更新项目定制的沟通和参与策略.
平台数据提供了有价值的见解,但需要仔细考虑政策制定中的代表性约束.

关键词:

杜 (Douyin) 是一个古老的城市.社区参与社区参与公共情绪是公众的情绪.情绪分析是一种情绪分析.城市更新城市更新

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