数据技术赋能人工智能产品开发路径研究：以爱思唯尔学术出版集团为例

[中图分类号] G231 [文献标识码］A [文章编号] 1009-5853（2025）04-0083-11

Research on the Development Pathways of Al Products Empowered by Data Technology：A Case Study of Elsevier Academic Publishing Group

Zhang Xiaofei

（School of Publishing，Beijing Institute of Graphic Communication，Beijing，102627）

[Abstract]This study systematically analyzes the practicesand trends of Elsevier Academic Publishing Group in leveraging data technologies to enable Al applications and product development.The analysis reveals a three-phase implementation framework.First， establishing robust data management foundations，Elsevier employs advanced data science technologies to organize，manage，analyze and utilize vast scientific literature data，constructing a“data house” forusers，thereby laying a solid data foundation for technology-driven innovation.Second，by comprehensively applying data science technologiesand Al technologies，Elsevier utilizes data technologies such as ontologies and knowledge graphs to empower Al applications and product development，facilitating the transformation from data to actionable knowledge and wisdom.Third，targeting key challenges in specialized domains，Elsevier develops knowledge production and analytical decision-making Al products based on domain-specific data platforms and advanced Al technologies，realizing the empowerment of data technology forAl product development. Through analyzing Elsevier’s practical logic and action pathway of empowering Al technology utilization and product development via high-quality data management，this studyprovides valuable references for the digital-intelligent transformation practices of academicpublishing institutionsinChina.

[Key words] Academic publishingDigital-intelligent transformationData technologyAl products

1引言

学术出版机构是知识生产、传播与服务的核心主体。（剩余16406字）