西华大学学报(哲学社会科学版)2025,Vol.44Issue(1) :1-10.DOI:10.12189/j.issn.1672-8505.2025.01.001

人工智能赋能人文社会科学研究方法变革

The Transformation of Research Methods in the Humanities and Social Sciences Empowered by Artificial Intelligence

苏新宁 吕先竞
西华大学学报(哲学社会科学版)2025,Vol.44Issue(1) :1-10.DOI:10.12189/j.issn.1672-8505.2025.01.001

人工智能赋能人文社会科学研究方法变革

The Transformation of Research Methods in the Humanities and Social Sciences Empowered by Artificial Intelligence

苏新宁 1吕先竞2
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作者信息

  • 1. 南京大学信息管理学院 江苏 南京 210023
  • 2. 四川省社科重点研究基地西华大学四川学术成果分析与应用研究中心 四川 成都 610039
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摘要

以AlphaFold和ChatGPT为代表的人工智能,正在改变整个人类社会,驱动科学研究也驱动人文社会科学研究新范式的形成."人工智能驱动的人文社会科学研究(AI4SS)"又称人文社科研究第五范式.与分别基于实验、基于理论、基于仿真、基于数据驱动的科学研究第一、二、三、四范式不同,人文社科研究第五范式具有AI全学科全过程赋能人文社会科学研究、机器涌现的智能成为人文社会科学研究的组成部分、利用AI概率统计模型解决社会科学研究中的组合爆炸问题、AI为人文社会科学研究构筑多节点的复杂网络、AI虚拟现实促进人文社会科学理论研究与实践结合以及以大模型为特征的科研大平台成为人文社会科学研究的必需等六大特点.AI4SS引发人文社会科学领域的革命,在人文社会科学研究中全面驱动选题与学术史梳理、假设生成及假设论证的方法变革.为加快推进AI赋能人文社会科学研究方法变革,加快面向其研究的开源开放大模型建设是必需的.

Abstract

Artificial intelligence,exemplified by tools like AlphaFold and ChatGPT,is transforming society and driving the emer-gence of new research paradigms,including in the humanities and social sciences."AI-driven Research in the Humanities and Social Sciences"(AI4SS)is recognized as the fifth paradigm in these fields.Unlike the previous four paradigms of scientific research—based on experimentation,theory,simulation,and data-driven approaches,respectively—the fifth paradigm in the humanities and social sci-ences is defined by six key features:(1)AI empowers the entire research process across all disciplines;(2)machine-generated intelli-gence is becoming an integral component of humanities and social science research;(3)AI-powered probabilistic models help address the problem of combinatorial explosion in social science research;(4)AI constructs complex,multi-node networks to advance research in these fields;(5)AI-driven virtual reality fosters the integration of theory and practice in humanities and social sciences;and(6)large-scale,model-based research platforms have become essential for humanities and social science research.AI4SS is sparking a revolu-tion,fundamentally reshaping research methodologies related to topic selection,academic history review,hypothesis generation,and hypothesis testing.To accelerate this transformation,it is critical to advance the development of open-source,large-scale models spe-cifically designed for these disciplines.

关键词

人工智能/人文社会科学研究/AI4SS/研究范式/研究方法变革/学术史梳理/假设生成/假设论证/开源基础设施

Key words

artificial intelligence/research in the humanities and social sciences/AI4SS/research paradigms/transformation of research methods/academic history review/hypothesis generation/hypothesis testing/open source infrastructure

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出版年

2025
西华大学学报(哲学社会科学版)
西华大学

西华大学学报(哲学社会科学版)

CHSSCD
影响因子:0.557
ISSN:1672-8505
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