University of Michigan, Ann Arbor, MI, USA.
Middlebury College, Middlebury, VT, USA.
Nat Hum Behav. 2024 Oct;8(10):1877-1889. doi: 10.1038/s41562-024-01938-0. Epub 2024 Oct 22.
The ways people use language can reveal clues to their emotions, social behaviours, thinking styles, cultures and the worlds around them. In the past two decades, research at the intersection of social psychology and computer science has been developing tools to analyse natural language from written or spoken text to better understand social processes and behaviour. The goal of this Review is to provide a brief overview of the methods and data currently being used and to discuss the underlying meaning of what language analyses can reveal in comparison with more traditional methodologies such as surveys or hand-scored language samples.
人们使用语言的方式可以揭示他们的情感、社交行为、思维方式、文化以及周围的世界。在过去的二十年中,社会心理学和计算机科学交叉领域的研究一直在开发工具,以分析书面或口头文本中的自然语言,从而更好地理解社会过程和行为。本文的目的是简要概述当前使用的方法和数据,并讨论与调查或人工评分语言样本等传统方法相比,语言分析可以揭示的潜在意义。