摘要
[目的/意义]旨在探讨生成式AI在情报研究中的应用前景,为情报研究与技术新时代共行共进提供参考。[方法/过程]基于ChatGPT的技术原理,审视人工智能环境下情报研究的新需求和新契机,探讨了ChatGPT在情报研究需求分析、数据采集、数据分析和结果呈现四个阶段中的应用。[结果/结论]ChatGPT“大数据、大模型、强算力”的突出特性与情报研究在数据、算法、算力三个层面新需求相契合,分别赋予了情报研究的四个阶段交互式和生成式、高效化和精准化、聚合化和智能化以及多样化和科学化的特点,但在每个阶段也存在不同的应用难题,未来需要进一步研究,以更加适应情报研究工作的需要。
[Purpose/significance]The purpose of this paper is to explore the application prospect of generative AI in intelligence research,and to provide reference for the common progress of intelligence research and technology in the new era.[Method/process]Based on the technical principle of ChatGPT,this paper examines the new needs and opportunities of intelligence research under artificial intelligence environment,and discusses the application of ChatGPT in the four stages of intelligence research:demand analysis,data collection,data analysis and result presentation.[Result/conclusion]The outstanding characteristics of ChatGPT“big data,big model and strong computing power”are in line with the new requirements of intelligence research at the three levels of data,algorithm and computing power,which respectively endows the four stages of intelligence research with interactive and generative,efficient and accurate,aggregated and intelligent,as well as diversified and scientific characteristic.But,there are different application challenges in each stage,and further research is needed in the future to better meet the needs of intelligence research.
作者
黄炜
白珊珊
余辉
田萌
Huang Wei;Bai Shanshan;Yu Hui;Tian Meng(School of Economy and Management,Hubei University of Technology,Wuhan Hubei 430068;Business School,Wuhan Qingchuan University,Wuhan Hubei 430204;Hubei Circular Economy Development Research Center,Wuhan Hubei 430068)
出处
《情报探索》
2024年第8期65-72,共8页
Information Research
基金
国家自然科学基金创新研究群体项目“信息资源管理”(项目编号:71921002)
中国高校产学研创新基金项目“数据集成环境下高校科技成果转化全链条服务体系研究”(项目编号:2022TX028)
湖北省科技创新人才计划项目“基于北斗位置服务的危化企业安全智造平台”(项目编号:2023DJC056)成果之一。
