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量化全球电影节电路:网络,多样性和公共价值创造
Vejune Zemaityte1,2, Andres Karjus2,3,4, Ulrike Rohn1
1Baltic Film, Media and Arts School, Tallinn University, Tallinn, Estonia.
PloS one
|March 6, 2024
概括
这项研究引入了一种新的方法来分析使用"节日嵌入"的电影节网络. 它揭示了编程多样性和行业动态的洞察力,为电影行业提供数据驱动的决策工具.
科学领域:
- 文化分析 文化分析
- 网络科学 网络科学
- 媒体研究 媒体研究
背景情况:
- 电影节对全球电影行业至关重要,但在定量上仍未得到充分研究.
- 适合数据集的有限可用性阻碍了全面分析.
研究的目的:
- 用大规模数据量化分析国际电影节环节.
- 开发一种新的方法来理解节日编程及其公共价值.
- 为行业专业人士和政策制定者提供数据驱动的见解.
主要方法:
- 利用来自Cinando平台 (纳电影市场) 的大规模数据.
- 模拟节日活动作为一个由共享电影连接的全球网络.
- 通过将离散的元数据嵌入到连续的潜向量空间中,开发了"节日嵌入".
主要成果:
- 创建了一个新的电影节线路 (2009-2021) 映射,其中有616个电影节和31,989部电影.
- 确定了节日的利基,多样化的节目系列和节日的时间演变.
- 演示了节日嵌入如何揭示节目变化,并测量跨文化,社会和地理变量多样性.
结论:
- 拟议的方法为全面的电影节研究和文化活动分析提供了一种新的方法.
- 调查结果有助于了解电影行业的行业动态和电影行业的公共价值创造.
- 数据驱动的洞察力可以为节日组织者,政策制定者和行业参与者提供决策信息.
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