技术与创新管理2024，Vol.45Issue(1)：32-40,9.DOI:10.14090/j.cnki.jscx.2024.0104
基于CiteSpace的混合增强智能领域研究热点及趋势分析
Research Hotspots and Trend Analysis in the Field of Hybrid Enhanced Intelligence Based on Citespace
摘要
Abstract
Hybrid intelligence is an emerging product of the development of artificial intelligence to the 2.0 era,which is the cross combination of human intelligence and machine intelligence.It aims to in-tegrate the advantages of the two to solve complex problems and improve the decision-making quality and efficiency of the overall system.In order to comprehensively analyze the research trends and devel-opment trends in the field of hybrid intelligence,and accurately grasp the future development hotspots,CiteSpace literature visualization analysis software is used to visualize relevant field literature from Chi-na National Knowledge Infrastructure(CNKI)and Web of Science.The analysis is conducted from three perspectives:publication status,keyword hotspots,and development trends.The results indicate that:The number of publications in this field has significantly increased around 2017 due to the influence of key figures and national policies,with a high level of attention but no core author group with strong sci-entific research output capabilities and a relatively close cooperative network.Keyword hotspots include research on algorithm technologies represented by neural networks,genetic algorithms,and swarm intel-ligence.The swarm intelligence and feature selection techniques for optimizing multi-objective problems will become the main research directions in this field in the future.关键词
人工智能/研究热点/CiteSpace/混合增强智能/发展趋势Key words
artificial intelligence/research hotspots/CiteSpace/hybrid enhanced intelligence/develop-ment trends分类
信息技术与安全科学引用本文复制引用
孙庆文,张萌萌,张洁..基于CiteSpace的混合增强智能领域研究热点及趋势分析[J].技术与创新管理,2024,45(1):32-40,9.基金项目
山东省自然科学基金项目(ZR2021MF019) （ZR2021MF019）
山东省科学技术厅(新一代信息技术)(2021TSGC1011) （新一代信息技术）
山东省科学技术厅(新一代信息技术)(2022TSGC2096) （新一代信息技术）
济南市科技创新发展计划第十七批项目(202317011) （202317011）
