中国科技期刊研究 ›› 2022, Vol. 33 ›› Issue (6): 735-745. doi: 10.11946/cjstp.202202110083

• 编辑出版新技术与新业态研究 • 上一篇    下一篇

中文科技期刊出版中的人工智能应用研究

陶晴1,2)()(), 郑雅妮1)   

  1. 1)西安交通大学期刊中心,陕西省西安市碑林区咸宁西路28号 710049
    2)《西安交通大学学报》编辑部,陕西省西安市碑林区咸宁西路28号 710049
  • 收稿日期:2022-02-11 修回日期:2022-05-19 出版日期:2022-06-15 发布日期:2022-08-01
  • 作者简介:陶 晴(ORCID:0000-0002-4505-4913),硕士,编辑,技术支持部主任,E-mail: taoqing@mail.xjtu.edu.cn;
    郑雅妮,硕士,副编审,编辑部主任。
  • 基金资助:
    2021年度中国科技期刊卓越行动计划选育高水平办刊人才子项目-青年人才支持项目“新技术对于我国科技期刊出版产业的影响研究”(2021ZZ052902)

Application of artificial intelligence in the publication of Chinese scientific journals

TAO Qing1,2)()(), ZHENG Yani1)   

  1. 1) Periodicals Publishing House of Xi'an Jiaotong University, 28 West Xianning Road, Beilin District, Xi'an 710049, China
    2) Editorial Office of Journal of Xi'an Jiaotong University, 28 West Xianning Road, Beilin District, Xi'an 710049, China
  • Received:2022-02-11 Revised:2022-05-19 Online:2022-06-15 Published:2022-08-01

摘要:

【目的】 发现并解决人工智能应用于中文科技期刊出版中的现实问题,促进人工智能更好地赋能中文科技期刊出版全流程。【方法】 通过归纳总结、文献调研、案例分析、逻辑分析等方法,对中文科技期刊出版中的人工智能应用进行界定,梳理现状,指出存在的问题,剖析可能的原因,提出切实可行的发展路径。【结果】 目前存在应用场景单一、技术层次较低、缺乏面向出版单位的系统性和一体化平台、技术需求和供给不匹配等问题,其背后是出版单位重视程度不够、技术服务商进入壁垒较高、底层数据利用不充分、核心人才缺乏这4个方面的原因。出版单位和技术服务商应从坚持需求牵引、加强技术储备、提高数据可用性和加强技术开放、增强应用可信度、提高从业人员人工智能素养这5个方面促进人工智能在中文科技期刊中的应用。【结论】 人工智能在中文科技期刊出版中的应用仍不充分,应进一步加强探索与尝试,未来人工智能可推动中文科技期刊出版业发生更加广泛和深刻的变革。

关键词: 人工智能, 中文科技期刊, 期刊出版, 出版单位, 技术服务商

Abstract:

[Purposes] This study aims to tackle the challenges in the application of artificial intelligence in publication of Chinese scientific journals, thus allowing artificial intelligence to better serve the whole publishing process of the journals. [Methods] Through methods of summary, literature research, case analysis, and logic analysis, we defined the application of artificial intelligence in the Chinese scientific journal publication, analyzed the status quo and the problems, and proposed countermeasures. [Findings] The problems are as follows: a few application scenarios, low application level, no systematic and integrated platform for publishers, and mismatch of technical demand and supply, which can be explained by the insufficient attention from publishers, high barriers to entry for technical service providers, low utilization rate of underlying data, and lack of related talents. Publishers and technical service providers should stick to demand-based application of artificial intelligence, strengthen technical reserves, improve data availability and technology opening, enhance application credibility, and boost the competence of editors in artificial intelligence, as to promote the application. [Conclusions] The application of artificial intelligence in the publication of Chinese scientific journals is still insufficient, and more efforts should be made to enhance the application in this industry. Artificial intelligence should bring more extensive and profound changes to this field.

Key words: Artificial intelligence, Chinese scientific journal, Journal publication, Publisher, Technical service provider