现代情报2026，Vol.46Issue(5)：16-27,12.DOI:10.3969/j.issn.1008-0821.2026.05.002
AI时代生成式搜索对情报检索范式的影响与对策
Research on the Impact of Generative Search on Intelligence Retrieval Paradigms in AI Era
摘要
Abstract
[Purpose/Significance]The rapid development of generative AI technology poses fundamental challenges to traditional competitive intelligence retrieval paradigms.This study aims to explore the impact mechanisms of generative search technology on competitive intelligence retrieval paradigms.[Method/Process]Using a combination of theoretical analysis and case study methods,with Perplexity Deep Research as a typical case,this study analyzed the impact mecha-nisms of generative search from three dimensions:information discovery mechanisms,cognitive processing processes,and workflow patterns.[Result/Conclusion]Generative search achieves a paradigm shift from"information discovery"to"knowledge generation":the information discovery mechanism shifts from keyword matching to semantic understanding and reasoning generation;the cognitive processing process shifts from manual analysis to human-machine collaborative intelli-gent analysis;the workflow shifts from linear to iterative dynamic adjustment.Generative search technology reconstructs the theoretical foundation and practical methods of information retrieval,driving the transformation of intelligence analysts from information processing experts to problem design experts.A new working paradigm centered on human-machine colla-boration should be established.关键词
生成式人工智能/生成式搜索/情报检索范式/Deep Research/人机协同Key words
generative AI/generative search/intelligence retrieval paradigm/deep research/human-machine collaboration分类
社会科学引用本文复制引用
金家琴,刘炜,赵宇翔,单蓉蓉..AI时代生成式搜索对情报检索范式的影响与对策[J].现代情报,2026,46(5):16-27,12.基金项目
国家社会科学基金重大项目"智能时代提升全民数字素养的理论和实践研究"(项目编号:24&ZD180). （项目编号:24&ZD180）
