自然语言处理的发展如何帮助我们理解人类行为

IF 21.4 1区 心理学 Q1 MULTIDISCIPLINARY SCIENCES Nature Human Behaviour Pub Date : 2024-10-22 DOI:10.1038/s41562-024-01938-0
Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. Pennebaker
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引用次数: 0

摘要

人们使用语言的方式可以揭示他们的情感、社会行为、思维方式、文化和周围世界的线索。在过去的二十年里,社会心理学和计算机科学的交叉研究一直在开发工具来分析书面或口语文本中的自然语言,以便更好地理解社会过程和行为。本综述旨在简要介绍目前正在使用的方法和数据,并讨论语言分析与调查或手写语言样本等更传统的方法相比所能揭示的深层含义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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How developments in natural language processing help us in understanding human behaviour
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. Language reveals clues to human emotions, social behaviours, thinking styles and cultures. This Review provides a brief overview of computational methods to analyse natural language from written or spoken text as a new tool to investigate social processes and understand human behaviour.
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来源期刊
Nature Human Behaviour
Nature Human Behaviour Psychology-Social Psychology
CiteScore
36.80
自引率
1.00%
发文量
227
期刊介绍: Nature Human Behaviour is a journal that focuses on publishing research of outstanding significance into any aspect of human behavior.The research can cover various areas such as psychological, biological, and social bases of human behavior.It also includes the study of origins, development, and disorders related to human behavior.The primary aim of the journal is to increase the visibility of research in the field and enhance its societal reach and impact.
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