The application of AI in social sciences continues to innovate
September 03, 2024 10:28 Source: "Chinese Social Sciences Journal" Issue 2969, September 3, 2024 Author: Chen Yajing

The innovative applications of artificial intelligence in social sciences continue to expand,Great potential but also challenges。Through generative artificial intelligence、Large Language Model Technology、Man-machine collaboration and other means,AI is profoundly changing the methods and paradigms of social science research。August 23-25,The academic seminar on "The Impact of Artificial Intelligence (AI) on Social Sciences and its Application in the Field of Social Sciences" was held in Xiongan, Hebei。The participating scholars focused on the challenges faced by social science teaching and research in colleges and universities in the AI ​​era,Exchange experience in learning and using large language models,Discuss how to improve the efficiency and level of social science research。

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In the traditional education system,The transfer of knowledge and skills mainly relies on the single model of classroom education。When the artificial intelligence bet365 live casino games system learns and masters the knowledge accumulated by humans,Brought revolutionary changes to the field of social science research。Qiao Xiaochun, a professor at the Institute of Population Research at Peking University said,Artificial intelligence has given rise to a series of growth points in emerging disciplines,Provides researchers with powerful data processing tools and methods。While artificial intelligence is increasingly becoming a powerful assistant in academic research,Critical Thinking、Soft skills such as creativity and interdisciplinary learning still have irreplaceable value。These soft skills enable researchers to navigate the limitations or bugs of AI tools,Make necessary adjustments and optimizations,Ensuring accuracy and reliability of research。

Generative AI revolutionizes methods of social science knowledge production,It also promotes the modernization and scientificization of the educational evaluation system。Professor Liu Li, School of Education, Shanghai Jiao Tong University thinks,AI technology in personalized teaching、Smart Evaluation、Automated coaching and Q&A、Applications in educational decision-making and other aspects have bet365 Play online games huge potential and value,However, the application of artificial intelligence in the field of educational evaluation has the risk of weakening teachers’ subjective judgment and threatening students’ privacy and security。Educational evaluation should be personalized、Diversified development,Focus on process evaluation,Rather than simply result-oriented,The traditional education evaluation system needs to be innovated by combining big data and artificial intelligence。

According to Li Ming, associate professor at the School of Journalism and Communication, Nanjing University,Introduction of artificial intelligence technology,The far-reaching impact is comparable to the widespread popularity of the Internet,It further reshapes the way people obtain knowledge。Artificial intelligence should become an efficient auxiliary tool,Help students explore their own learning path in the process of independent learning。At the same time,The role of teachers should change accordingly,They need interactive teaching methods,Teach your own experience and ideas,To stimulate students’ independent thinking ability,Guide them to understand and explore knowledge more deeply。

  Big language model reshapes social science research

Large language model bet365 best casino games in literature review、Plays an important role in proposing theoretical perspectives and integrating research methods。According to Li Jun, a young scholar from the School of Social Sciences, Nanjing University,In academic research,Large language models help to quickly screen and synthesize large amounts of literature,Extract the main trends in the research field、Key concepts and important theories,Provides researchers with a comprehensive and in-depth academic background。Large language model has a wide range of applications,Includes machine translation、Text summary、Sentiment analysis and speech recognition and other fields,Not only expands the boundaries of the use of artificial intelligence technology,It also opens up new possibilities for communication and cooperation between humans and machines。

In recent years,Artificial intelligence promotes social science、Humanities、Psychology、Cross-fusion of neuroscience and other fields。Professor Wu Xizhi of the School of Statistics, Renmin University of China said,Computational Science、Integrated innovation of high-tech technologies such as data science and artificial intelligence with humanities and social sciences,To understand Bet365 lotto review social phenomena、Provides new perspectives and methods for predicting social trends and optimizing social resource allocation。Comparing traditional statistical methods,New technology is processing complex data、Shows significant advantages in high-dimensional data and causal relationship inference,Provides richer and more accurate analysis methods for social science research。

Professor Bai Zhengang, School of Public Affairs, Nanjing University of Science and Technology, said,Artificial intelligence uses powerful data processing capabilities and advanced pattern recognition technology,Promoted the collection of evidence、Analysis and Application。This technological advancement,Enable social science researchers to more accurately analyze the complexity and variability of social phenomena,Thus achieving a qualitative leap in the depth and breadth of research。Lin Shaofu, a researcher at the Department of Informatics at Beijing University of Technology, and his team rely on large language models,Through monitoring on social media and timely intervention for patients with depression,Remarkable research results have been achieved。This achievement not only demonstrates bet365 Play online games the potential of large language models in the field of mental health,Also highlights the many challenges that social science research must address in real-world applications。Lin Shaofu expressed,Social science research needs to focus not only on data and algorithms,Need to resolve the law、Ethical and privacy protection issues,To ensure the effectiveness and safety of artificial intelligence technology in practical applications。

The meeting was organized by Beijing Jingmin Social Welfare Research Institute、Sponsored by the School of Statistics, Renmin University of China and other units。

Editor: Cui Bohan
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