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基于微博大数据的中国资本文化认知研究
Zihang Qin1,2, Dan He1,2, Qimeng Li1,2
1College of Applied Arts and Science, Beijing Union University, Beijing, 100191, China.
Heliyon
|March 11, 2025
概括
北京 北京 北京 北京 北京
科学领域:
- 城市研究是城市研究.
- 文化遗产 文化遗产 文化遗产
- 数字人文学科 数字人文学科
背景情况:
- 北京的文化体系是古都,红色,北京风格和创新文化的复杂相互作用.
- 了解公众的看法对于有效的文化建设和北京的城市发展至关重要.
研究的目的:
- 探索公众对北京四种首都文化类型的看法.
- 确定协调复杂的城市文化体系的策略.
主要方法:
- 利用了2019年北京的微博数据.
- 聘用BERT预培训和BERTopic模型进行分析.
- 结合文本内容,空间布局和情绪分析.
主要成果:
- 偏远地区的情绪反比核心地区更好,尽管感知水平较低.
- 文化融合,包括外国元素,增强了文化吸引力 (例如,石家庄酒吧街,皇宫咖啡馆).
- 传统和流行文化元素可以有效地结合在一起.
结论:
- 整合各种文化元素,包括流行和传统形式,是北京首都文化建设的关键.
- 未来的战略应该探索将流行歌曲艺术与经典文化叙事相结合.
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