Impact mechanism and strategies suggestions of artificial intelligence on the dissemination of scientific journals

doi:10.11946/cjstp.202502130109

Chinese Journal of Scientific and Technical Periodicals ›› 2025, Vol. 36 ›› Issue (4): 428-438. doi: 10.11946/cjstp.202502130109

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Impact mechanism and strategies suggestions of artificial intelligence on the dissemination of scientific journals

QIN Xiaoyan¹⁾()(), WANG Jue²^,³⁾, REN Jiaohan⁴⁾, TANG Guoyuan²⁾, YANG Heng²^,³⁾, ZHU Xinru²^,³⁾

1) Library of Beihang University, 37 Xueyuanlu, Haidian District, Beijing 100191, China
2) National Science Library, Chinese Academy of Sciences, 33 Beisihuan Xilu,Haidian District, Beijing 100190, China
3) Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences, 33 Beisihuan Xilu,Haidian District, Beijing 100190, China
4) Shanghai University Library,99 Shangdalu, Baoshan District, Shanghai 200444, China

Received:2025-02-13 Revised:2025-04-05 Online:2025-04-25 Published:2025-04-30

人工智能对科技期刊传播的影响机制与对策建议

秦小燕¹⁾()(), 王珏²^,³⁾, 任娇菡⁴⁾, 唐果媛²⁾, 杨恒²^,³⁾, 朱鑫汝²^,³⁾

1) 北京航空航天大学图书馆,北京市海淀区学院路37号 100191
2) 中国科学院文献情报中心,北京市海淀区北四环西路33号 100190
3) 中国科学院大学经济与管理学院信息资源管理系,北京市海淀区北四环西路33号 100190
4) 上海大学图书馆,上海市宝山区上大路99号 200444

作者简介:
秦小燕(ORCID:0000-0002-8177-0255),博士,副研究馆员,副馆长,E-mail:qinxiaoyan@buaa.edu.cn;
王珏,博士研究生;
任娇菡,博士;
唐果媛,博士,副编审;
杨恒,博士研究生;
朱鑫汝,博士研究生。
作者贡献声明: 秦小燕:确定选题,设计框架,撰写、修改论文; 王珏,任娇菡,唐果媛,杨恒,朱鑫汝:参与撰写论文。
基金资助:
北京航空航天大学研究生教育与发展研究专项基金项目“面向拔尖创新人才自主培养的数智素养提升路径研究”(412910)

Abstract

Abstract:

[Purposes] To study the impact mechanism and development strategies of artificial intelligence (AI) on the dissemination of scientific journals, providing theoretical basis and practical guidance for enhancing the dissemination power of scientific journals in the era of AI. [Methods] Theoretical research and system analysis method are used to explore the positive role of artificial intelligence in the dissemination of scientific journals and the problems and challenges it brings, and corresponding countermeasures and suggestions are proposed. [Findings] Artificial intelligence effectively enhances the dissemination efficiency and effectiveness of scientific journals by enabling the content production process, transforming the dissemination mode, and upgrading user interaction methods; however, it also brings a series of problems and challenges to the dissemination of scientific journals, including content quality and intellectual property rights risks, technical dependence and ethical risks, dissemination effect alienation risks, and resource allocation and regulatory norm risks. [Conclusions] Scientific journals should pay high attention to the impact of artificial intelligence on their dissemination, establish sound policy mechanisms, actively respond to industry transformation, make full use of various media, strengthen platform tool construction, and cultivate new skills of editorial talents, so as to promote the greater role of artificial intelligence in enhancing the dissemination power of scientific journals.

Key words: Artificial intelligence, Scientific journal, Dissemination, Impact mechanism, Development strategies

摘要：

【目的】研究人工智能对科技期刊传播的影响机制与发展对策,为科技期刊在人工智能时代提升传播力提供理论依据与实践指导。【方法】采用理论研究和系统分析法,探讨人工智能在科技期刊传播中的积极作用及其带来的问题与挑战,并提出相应的对策建议。【结果】人工智能通过赋能内容生产流程、变革传播模式、升级用户交互方式,有效提升科技期刊的传播效率和效果;但也给科技期刊传播带来系列问题和挑战,包括内容质量与知识产权风险、技术依赖与伦理风险、传播效果异化风险、资源配置与监管规范风险等。【结论】科技期刊应高度重视人工智能对其传播的影响,建立健全政策机制,积极应对业态转型,充分利用各类媒体,加强平台工具建设,培养编辑人才新技能,从而推动人工智能在提升科技期刊传播力中发挥更大的作用。

关键词: 人工智能, 科技期刊, 传播, 影响机制, 发展对策

QIN Xiaoyan, WANG Jue, REN Jiaohan, TANG Guoyuan, YANG Heng, ZHU Xinru. Impact mechanism and strategies suggestions of artificial intelligence on the dissemination of scientific journals[J]. Chinese Journal of Scientific and Technical Periodicals, 2025, 36(4): 428-438.

秦小燕, 王珏, 任娇菡, 唐果媛, 杨恒, 朱鑫汝. 人工智能对科技期刊传播的影响机制与对策建议[J]. 中国科技期刊研究, 2025, 36(4): 428-438.

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References 53

[1]	孙坦, 张智雄, 周力虹, 等. 人工智能驱动的第五科研范式(AI4S)变革与观察[J]. 农业图书情报学报, 2023, 35(10):4-32.
[2]	李国杰. 智能化科研(AI4R): 第五科研范式[J]. 中国科学院院刊, 2024, 39(1):1-9.
[3]	向飒. 人工智能对学术期刊智能化转型与融合发展的赋能[J]. 出版广角, 2022(18):81-84.
[4]	李莎, 郑伟. 生成式人工智能在学术期刊出版中的应用研究[J]. 出版广角, 2025(2): 123-128.
[5]	闵甜, 孙涛, 谭春林, 等. 虚拟数字人技术赋能科技期刊内容视频化传播的实践及策略[J]. 中国科技期刊研究, 2024, 35 (9): 1178-1185.
[6]	李舒沁. 生成式人工智能(AIGC)对科技传播的作用与挑战[J]. 中国科技产业, 2024(5): 50-52.
[7]	陈小明. 生成式人工智能技术对医学科技期刊学术生产与出版的影响[J]. 编辑学报, 2023, 35 (增刊1): 132-136.
[8]	夏丽云, 徐敏赟, 丁懿楠, 等. 智能推荐算法下的科技期刊国际传播策略研究:以中国科技期刊卓越行动计划入选期刊为例[J]. 中国科技期刊研究, 2023, 34 (11): 1486-1493.
[9]	孙中悦, 顾爽, 范志静. 互联网推荐系统在数字期刊中的应用[J]. 科技与出版, 2021(4): 57-62.
[10]	Ebadi S, Nejadghanbar H, Salman A R, et al. Exploring the impact of generative AI on peer review: Insights from journal reviewers[J/OL]. Journal of Academic Ethics, 2025[2025-02-12]. https://link.springer.com/article/10.1007/s10805-025-09604-4. URL
[11]	Conde J, Reviriego P, Salvachua J, et al. Understanding the impact of artificial intelligence in academic writing: Metadata to the rescue[J]. Computer, 2024, 57(1):105-109.
[12]	Lyutov A, Uygun Y, Hütt M T. Machine learning misclassification networks reveal a citation advantage of interdisciplinary publications only in high-impact journals[J]. Scientific Reports, 2024, 14(1): 21906.
[13]	Kousha K, Thelwall M. Artificial intelligence to support publishing and peer review: A summary and review[J]. Learned Publishing, 2024, 37(1):4-12.
[14]	Buchkremer R, Demund A, Ebener S, et al. The application of artificial intelligence technologies as a substitute for reading and to support and enhance the authoring of scientific review articles[J]. IEEE Access, 2019(7): 65263-65276.
[15]	Peh W, Saw A. Artificial intelligence: Impact and challenges to authors, journals and medical publishing[J]. Malaysian Orthopaedic Journal, 2023, 17 (3):1-4.
[16]	刘平, 杨志辉. 人工智能构建科技期刊智慧出版模式[J]. 中国科技期刊研究, 2019, 30(5):462-468.
[17]	刘畅, 姜京梅, 范瑜晛. 人工智能在科技期刊选题策划中的应用与应对策略[J]. 中国科技期刊研究, 2020, 31(8): 909-914.
[18]	刘金波, 王玥敏. 风骨:数智时代学术期刊精神坚守及功能拓展[J]. 中国出版, 2024(8):47-51.
[19]	王琪. 技术赋能与问题衍生:ChatGPT对学术期刊出版的影响[J]. 河南大学学报(社会科学版), 2023, 63(5):139-145.
[20]	江雨莲, 孙激. 人工智能在医学期刊编辑出版中的应用[J]. 科技与出版, 2020(2):66-71.
[21]	张维, 冷怀明, 王治, 等. 国内重点科技期刊群集约化管理和运营模式研究[J]. 出版发行研究, 2022(12):52-57.
[22]	顾青. 媒体融合背景下学术期刊的“数字化”转型发展: 上海大学期刊社的实践与探索[J]. 传媒, 2022(10):14-16.
[23]	江波, 修梦悦. 从精准到裂变:基于SICAS模型的学术期刊数字化运营策略[J]. 中国编辑, 2023(4):64-70.
[24]	李明德, 陈盼盼. 高品质视域下学术期刊发展的问题透视及提升策略: 以人文社科学术期刊为例[J]. 科技与出版, 2022(8):38-46.
[25]	洪贇, 叶鹰, 佟彤. 国内外大语言模型的图书情报应用探讨[J]. 图书馆理论与实践, 2024(2):72-80.
[26]	董文杰, 李苑. 人工智能在科技期刊中的应用及启示[J]. 中国科技期刊研究, 2023, 34(11):1399-1408.
[27]	邱蕾, 刘建明. AI大型语言模型引入视域下的科技期刊二次传播探析[J]. 科技与出版, 2023(12):61-68.
[28]	田海江, 黄江华. 基于大数据的中文学术期刊传播对象数据精准挖掘逻辑优化[J]. 中国科技期刊研究, 2023, 34(3):341-347.
[29]	尹达, 杨海平. 互联网思维下学术期刊传播力提升策略研究[J]. 新世纪图书馆, 2021(10):14-19.
[30]	李媛. 人工智能时代的学术期刊数字化传播[J]. 中国科技期刊研究, 2019, 30(11):1183-1190.
[31]	谈悠. 基于学术期刊矩阵构建的媒体融合出版可行性研究[J]. 出版广角, 2020(9):45-47.
[32]	治丹丹. 科技期刊创新生态圈构成、特征及运行机制研究[J]. 出版发行研究, 2020(4):58-65.
[33]	黄颖, 杨蒿, 汪道友. 人工智能在科技期刊传播上的应用与展望[J]. 编辑学报, 2023, 35(增刊1):137-140.
[34]	韩云惠. 基于用户画像的学术期刊精准服务研究[J]. 编辑学报, 2021, 33 (2): 142-146.
[35]	唐冰寒, 肖茹予. 基于智能算法的学术期刊传播平台构建[J]. 当代传播, 2018(4):109-112.
[36]	高婷. 人工智能大模型时代学术期刊出版的新变:趋势、场景及反思[J]. 出版广角, 2024(5):76-80.
[37]	孔薇. 人工智能环境下学术期刊的融合出版:热点主题、维度特征和发展路径[J]. 中国编辑, 2021(4):39-44.
[38]	Naddaf M. ChatGPT generates fake data set to support scientific hypothesis[J]. Nature, 2023,623:895-896.
[39]	Zhu L X, Lai Y C, Mou W M, et al. ChatGPT’s ability to generate realistic experimental images poses a new challenge to academic integrity[J]. Journal of Hematology & Oncology, 2024, 17:27.
[40]	Noorden R V. More than 10,000 research papers were retracted in 2023:A new record[J]. Nature, 2023(624): 479-481.
[41]	Thorp H H, Vinson V. Change to policy on the use of generative AI and large language models[EB/OL]. [2024-12-10]. https://www.science.org/content/blog-post/change-policy-use-generative-ai-and-large-language-models. URL
[42]	科学资助机构拒绝用AI进行同行评议[EB/OL]. [ 2024-12-10]. https://news.sciencenet.cn/htmlnews/2023/7/504916.shtm. URL
[43]	Ganjavi C, Eppler M B, Pekcan A, et al. Publishers’ and journals’ instructions to authors on use of generative artificial intelligence in academic and scientific publishing: Bibliometric analysis[J]. BMJ, 2024(384):e077192.
[44]	欧梨成, 张帆, 陈培颖. 传播学视域下科技期刊短视频平台运营策略探析:以抖音、哔哩哔哩和微信视频号为例[J]. 中国科技期刊研究, 2022, 33 (1): 58-66.
[45]	Noorden R V, Perkel J M. AI and science: What 1,600 researchers think[J]. Nature, 2023,621: 672-675.
[46]	杨先顺, 安佳. 数与人的悖谬:智能传播的数据异化及其伦理风险[J]. 上海师范大学学报(哲学社会科学版), 2024, 53 (6): 133-142.
[47]	刘海龙. 生成式人工智能与知识生产[J]. 编辑之友, 2024(3): 5-13.
[48]	生成式人工智能服务管理暂行办法[EB/OL]. [2024-12-19]. https://www.gov.cn/zhengce/zhengceku/202307/content_6891752.htm. URL
[49]	李保朋, 刘斌. 基于精准传播方式的科技期刊传播体系构建[J]. 传播与版权, 2024(2):69-71.
[50]	陈晓峰, 沈锡宾. 生成式人工智能重塑科技期刊产业的影响、挑战及应对策略研究[J]. 中国科技期刊研究, 2024, 35(7):890-898.
[51]	Kudlow P, Rutledge A, Shachak A, et al. TrendMD: Helping scholarly content providers reach larger and more targeted audiences[J]. Learned Publishing, 2016, 29(2): 125-129.
[52]	Frontiers. Artificial intelligence to help meet global demand for high-quality, objective peer-review in publishing[EB/OL].[2024-12-19]. https://www.frontiersin.org/news/2020/07/01/artificial-intelligence-peer-review-assistant-aira/. URL
[53]	AriesSystems. Decision support tools: Spotlight on StatReviewer[EB/OL]. [2024-12-19]. https://www.ariessys.com/blog/decision-support-tools-spotlight-statreviewer/. URL

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