【目的】 探讨人工智能与科技期刊融合发展的方向,构建科技期刊的智慧出版模式。【方法】 采用文献分析法对科技期刊智慧出版的内涵、发展方向及发展过程中出现的问题进行深入探讨。【结果】 科技期刊出版综合运用人工智能技术,将数据挖掘、机器学习、语音和图像识别及智能算法等技术应用到出版过程中,实现从经验到计算的选题策划、从辅助到自主的内容生产、从繁杂到效率的编辑加工、从粗略到精准的传播推送、从平面到场景的阅读体验、从大众到定制的内容服务,使科技期刊出版流程得以优化和升级。在智慧出版过程可能会遇到技术资源匮乏、版权和责任风险及数据算法边界不清等问题,应给予高度重视,并协调解决。【结论】 人工智能与科技期刊的融合发展是出版业的大势所趋,将构建科技期刊的智慧出版模式。
[Purposes] This research aims to explore the future direction of the integration of artificial intelligence and scientific journals, and to construct the intelligent publishing mode of scientific journals. [Methods] We discussed the connotation, development direction, and difficulties of intelligent publishing for scientific journals. [Finding] The publishing of scientific journals combines artificial intelligence, such as data collecting, machine learning, speech and image recognition, and intelligent algorithm, to upgrade and optimize scientific journal publishing process, which can realize topic selection planning from experience to calculation, from auxiliary to autonomous content production, from complicated to efficient editing and processing, from rough to precise dissemination, from flat to scene reading experience, and from mass to customized content services. In the process of smart publishing, there may be problems such as lack of technical resources, risks of copyright and liability, and unclear boundaries of data algorithms, which should be given high priority and coordinated. [Conclusions] It is undeniable that the integrated development of artificial intelligence and scientific journals is the general trend of the publishing industry in the near future, which is expected to establish a smart model for scientific publishing.
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.
LIU Ping,YANG Zhihui. Intelligent publishing: A new model of scientific journal publishing structured by artificial intelligence[J]. Chinese Journal of Scientific and Technical Periodicals, 2019, 30(5): 462-468.