信息资源管理学报2026，Vol.16Issue(2)：4-10,7.DOI:10.13365/j.jirm.2026.02.004
智能创新评价工程:数智时代科研创新评价新范式
Intelligent Innovation Evaluation Engineering:A New Paradigm for Scientific Research Innovation Evaluation in the Digital Intelligence Era
摘要
Abstract
In the context of the digital intelligence era,the core challenge of scientific research innovation evalua-tion has evolved from partial improvements in metrics and methods to a structural dilemma where evaluation systems fail to operate stably and cannot be embedded in scientific research governance practices.This study proposes a new paradigm termed"Intelligent Innovation Evaluation Engineering",which reconstructs the organizational logic of evalu-ation activities from a systems engineering perspective.Supported by explainable artificial intelligence,grounded in open sharing as an institutional foundation,and realized through modular engineering integration,this paradigm com-prises five synergistic modules:data integration and shared services,dynamic management of evaluation indicators,modeling of scientific research management processes,mapping mechanisms between indicators and processes,and in-telligent tool construction.The objective is to upgrade scientific research innovation evaluation from fragmented and closed tool-based research to an integrated,open,and sustainable socio-technical system,thereby enhancing the repro-ducibility,interpretability,and embeddability of evaluation systems,facilitating deep integration of evaluation into the entire process of scientific research governance,and providing a systematic solution for modernization of scientific re-search governance in the digital intelligence era.关键词
科研创新评价/智能创新评价工程/工程化范式/开放数据平台/科研治理Key words
Research innovation evaluation/Intelligent innovation evaluation engineering/Engineering paradigm/Open data platform/Research governance分类
社会科学引用本文复制引用
陆伟,黄永..智能创新评价工程:数智时代科研创新评价新范式[J].信息资源管理学报,2026,16(2):4-10,7.基金项目
本文系国家自然科学基金重点项目"数智赋能的科技信息资源与知识管理理论变革"(72234005)的研究成果之一.(This work is supported by the Key Program of the National Natural Science Foundation of China,titled"Theoretical Transformation of Science and Technology Information Resources and Knowledge Management Empowered by Digital Intelligence"(72234005).) （72234005）
