论文标题

绘制学术界的三十年智力变化

Mapping Three Decades of Intellectual Change in Academia

论文作者

Ramage, Daniel, Manning, Christopher D., McFarland, Daniel A.

论文摘要

关于科学发展的研究集中在创建多学科团队。但是,尽管人们聚集在一起是对称的,但科学的思想,方法和词汇却具有方向性的流动。我们提出了1980年至2010年论文摘要文本的统计模型,这首先揭示了跨领域的大规模语言流。分析的结果包括识别大量导出的方法论领域,借用大量借入并扩展的局部局部领域,以及旧的局部局部领域,这些领域的旧局部领域变得孤立和缩回。特定的发现表明,生物学的分子和生态形式之间的分歧越来越大,以及由性别和种族研究兴起的人文和社会科学的变化。

Research on the development of science has focused on the creation of multidisciplinary teams. However, while this coming together of people is symmetrical, the ideas, methods, and vocabulary of science have a directional flow. We present a statistical model of the text of dissertation abstracts from 1980 to 2010, revealing for the first time the large-scale flow of language across fields. Results of the analysis include identifying methodological fields that export broadly, emerging topical fields that borrow heavily and expand, and old topical fields that grow insular and retract. Particular findings show a growing split between molecular and ecological forms of biology and a sea change in the humanities and social sciences driven by the rise of gender and ethnic studies.

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