Suppr超能文献

自然语言处理的发展如何帮助我们理解人类行为。

How developments in natural language processing help us in understanding human behaviour.

机构信息

University of Michigan, Ann Arbor, MI, USA.

Middlebury College, Middlebury, VT, USA.

出版信息

Nat Hum Behav. 2024 Oct;8(10):1877-1889. doi: 10.1038/s41562-024-01938-0. Epub 2024 Oct 22.

Abstract

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.

摘要

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。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验