數(shù)據(jù)技術(shù)賦能人工智能產(chǎn)品開發(fā)路徑研究：以愛思唯爾學術(shù)出版集團為例

[中圖分類號] G231 [文獻標識碼］A [文章編號] 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

學術(shù)出版機構(gòu)是知識生產(chǎn)、傳播與服務的核心主體。（剩余16406字）