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
Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. Pennebaker
{"title":"自然语言处理的发展如何帮助我们理解人类行为","authors":"Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. Pennebaker","doi":"10.1038/s41562-024-01938-0","DOIUrl":null,"url":null,"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. 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.","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":"8 10","pages":"1877-1889"},"PeriodicalIF":21.4000,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How developments in natural language processing help us in understanding human behaviour\",\"authors\":\"Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. Pennebaker\",\"doi\":\"10.1038/s41562-024-01938-0\",\"DOIUrl\":null,\"url\":null,\"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. 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.\",\"PeriodicalId\":19074,\"journal\":{\"name\":\"Nature Human Behaviour\",\"volume\":\"8 10\",\"pages\":\"1877-1889\"},\"PeriodicalIF\":21.4000,\"publicationDate\":\"2024-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nature Human Behaviour\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://www.nature.com/articles/s41562-024-01938-0\",\"RegionNum\":1,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Human Behaviour","FirstCategoryId":"102","ListUrlMain":"https://www.nature.com/articles/s41562-024-01938-0","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
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。

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

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

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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信