使用数以百万计的数字化书籍对文化的定量分析
Jean-Baptiste Michel1, Yuan Kui Shen, Aviva Presser Aiden
1Program for Evolutionary Dynamics, Harvard University, Cambridge, MA 02138, USA. jb.michel@gmail.com
概括
这项研究引入了文化学,分析数字化书籍以量化探索1800-2000年英语语言的文化趋势. 它揭示了对语言演变,技术采用和历史现象的洞察力.
科学领域:
- 数字人文学科 数字人文学科
- 计算社会科学 计算社会科学
- 语言学的语言学.
背景情况:
- 大量的数字化文本为定量分析提供了新的机会.
- 传统的人文科学研究往往缺乏用于趋势分析的大规模数据.
研究的目的:
- 介绍和展示文化经济学领域.
- 从数量上研究1800-2000年英语的语言和文化趋势.
- 展示文化经济学在各种学术领域的应用.
主要方法:
- 构建大量的数字化书籍 (约占所有已印刷书籍的4%).
- 在语料库中对语言和文化模式的定量分析.
- 运用计算方法来研究历史现象.
主要成果:
- 证明了文化经济学在两个世纪内追踪文化趋势的能力.
- 提供了关于词典,语法演变和集体记忆的定量见解.
- 描绘了文化学在理解技术采用,名声,审查和历史流行病学方面的有用性.
结论:
- 文化经济学为研究文化现象提供了一种强有力的定量方法.
- 这种方法扩展了对社会科学和人文学科的严格调查.
- 数字化文本的分析为人类文化和历史提供了前所未有的洞察力.
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