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新兴产业领域前沿科技多维耦合与协同演化分析

张玉洁 巴志超 孟凯 刘蕾蕾 王柳虹

现代情报2025,Vol.45Issue(8):57-69,84,14.
现代情报2025,Vol.45Issue(8):57-69,84,14.DOI:10.3969/j.issn.1008-0821.2025.08.005

新兴产业领域前沿科技多维耦合与协同演化分析

Multidimensional Coupling and Co-evolution of Frontier Science and Technology in Emerging Industries

张玉洁 1巴志超 1孟凯 1刘蕾蕾 1王柳虹1

作者信息

  • 1. 南京大学数据管理创新研究中心,江苏苏州 215163||南京大学数据智能与交叉创新实验室,江苏南京 210023
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摘要

Abstract

[Purpose/Significance]The layout of strategic emerging industries requires the coordination between basic scientific research and technological innovation activities,and the exploration of the science-technology(S&T)linkage is a crucial pathway for uncovering S&T synergies.[Method/Process]In response to the multi-scale nonlinear associative characteristics of S&T systems,this study constructed an S&T knowledge network in the field of artificial intelligence from the perspective of complex networks and time series mutual representation.The study designed a"network-time series"e-quivalence conversion method,representing the S&T knowledge network as a nonlinear time series.The paper measured the evolution of S&T synergies using knowledge network distance and sequence synchrony indicators.[Result/Conclusion]The proposed method uncovered the nonlinear dynamic associations within S&T systems.The analysis revealed that the S&T syn-ergy in the field of artificial intelligence became increasingly closer,while due to the effects of scientific research specializa-tion and technological differentiation,the disparity between scientific and technological knowledge structures gradually in-tensified.

关键词

科学—技术关联/知识网络/时间序列分析/协同演化/人工智能

Key words

science-technology linkage/knowledge network/time series analysis/co-evolution/artificial intelli-gence

分类

管理科学

引用本文复制引用

张玉洁,巴志超,孟凯,刘蕾蕾,王柳虹..新兴产业领域前沿科技多维耦合与协同演化分析[J].现代情报,2025,45(8):57-69,84,14.

基金项目

江苏省社会科学基金青年项目"科学—技术耦合视角下前沿科技互动模式与协同创新路径研究"(项目编号:22TQC001) (项目编号:22TQC001)

江苏省研究生科研与实践创新计划项目"战略性新兴产业科学—技术互动模式与协同创新路径研究"(项目编号:KYCX24_0319). (项目编号:KYCX24_0319)

现代情报

OA北大核心

1008-0821

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