摘要： 目的 以UNSILO平台为研究案例,探讨人工智能(Artificial Intelligence,AI)技术在学术出版中的应用情况,以期为我国科技期刊提供参考。方法 系统总结UNSILO平台的功能及技术特点,深入分析其与出版机构的合作案例。结果 UNSILO平台支持论文的智能评价以及主题内容的智能分类及推荐,其概念抽取技术在学术出版中具有显著优势。UNSILO具有先进的概念抽取技术以及友好、简单的界面操作,为包括Springer Nature等在内的众多出版机构提供了人机交互的智能解决方案。结论 AI技术已经逐渐深入科技期刊的出版流程,并将为科技期刊出版注入新的活力。

关键词: UNSILO, 人工智能, 概念抽取, 同行评议, 评价, 主题内容分类, 学术出版

Abstract:

[Purposes] The paper aims to discuss the application of artificial intelligence (AI) technology in academic publishing process and provide references for Chinese scientific journals using UNSILO platform as a study case. [Methods] We systematically reviewed the functions and technical characteristics of UNSILO platform, and analyzed their cooperation cases with publishers in depth. [Findings] UNSILO platform supports publishers in intelligent evaluation of manuscripts, intelligent subject classification, and recommendation. The concept extraction technology in UNSILO platform has significant advantages in the field of academic publishing. UNSILO has advanced concept extraction technology and friendly and simple interface operation, and provides intelligent solutions in human-computer interaction for many publishers including Springer Nature. [Conclusions] AI technology has gradually penetrated into the publishing process of scientific journals and will bring new vitality to scientific journal publishing.

Key words: UNSILO, Artificial intelligence (AI), Concept extraction, Peer review, Evaluation, Classification of subject content, Academic publishing