数智驱动下“智能科学家”建设的机遇与挑战

Opportunities and Challenges in the Construction of “AI Scientist” Driven by Digital Intelligence

[目的/意义]文章提出数智驱动下“智能科学家”的建设框架,为后续相关研究提供参考与建议。[方法/过程]在分析生物、化学领域期刊的重大成果的基础上,对数据驱动和模型驱动下的“智能科学家”相关研究分别进行总结梳理,分析不足之处,提出数智驱动下“智能科学家”建设的必要性。[结果/结论]初步得到数智驱动下“智能科学家”建设的框架,并从数据建设、模型建设以及知识嵌入建设的角度出发,为科研人员提供了数智驱动下“智能科学家”的思路。

[Purpose/significance] To propose a construction framework for “AI Scientist ” driven by digital intelligence,and provide reference and suggestions for subsequent related research.[Method/process] By analyzing the significant achievements of journals in the fields of biology and chemistry,summarize and sort out the relevant research on “AI Scientist ” driven by data and model,analyze the shortcomings,and propose the necessity of building “AI Scientist” driven by digital intelligence.[Result/conclusion] The preliminary framework for the construction of “AI Scientist” driven by digital intelligence was obtained.Focusing on data construction,model construction,and knowledge embedding construction,this study provides researchers with the idea of “AI Scientist ” driven by digital intelligence.