人工智能构建科技期刊智慧出版模式
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摘要
【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. [Findings] 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.
[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. [Findings] 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.
引文
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[15]王卉,张瑞静.人工智能技术在数字出版中的应用现状与发展趋势[J].出版发行研究,2018(2):45-49.
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[18]莫利·弗拉特.人工智能在学术出版上可以有哪些应用-泰勒-弗朗西斯正在尝试[EB/OL].韩玉,译.(2018-05-17)[2018-09-09]. http://www.bookdao.com/article/406953/.
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[20]张艳.人工智能给法律带来四大挑战[N].社会科学报,2016-08-04(4).
[2]黄欣荣.人工智能热潮的哲学反思[J].上海师范大学学报(哲学社会科学版),2018,47(4):34-42.
[3]王晓光.人工智能与出版的未来[J].科技与出版,2017(11):4-6.
[4]向飒.人工智能对学术出版流程的再造及知识服务提升[J].中国科技期刊研究,2018,29(11):1091-1096.
[5]武菲菲.人工智能技术与出版行业的融合应用[J].出版广角,2018(1):26-28.
[6]张海生,吴朝平.人工智能与出版融合发展:内在机理、现实问题与路径选择[J].中国科技期刊研究,2019,30(3):225-231.
[7]陈鸿,刘育猛,裴孟.人工智能与期刊发展融合的机遇、挑战和实践路径研究[J].中国科技期刊研究,2019,30(3):217-224.
[8]孙振杰.关于人工智能发展的几点哲学思考[J].齐鲁学刊,2017(1):77-81.
[9]吴永和,刘博文,马晓玲.构筑“人工智能+教育”的生态系统[J].远程教育杂志,2017,35(5):27-39.
[10]陈莉,卢芹,乔菁菁.智慧社区养老服务体系构建研究[J].人口学刊,2016,38(3):67-73.
[11]胡税根,单立栋,徐靖芮.基于大数据的智慧公共决策特征研究[J].浙江大学学报(人文社会科学版),2015,45(3):5-15.
[12]孙群.“智慧”出版:中外实体书店经营现实图景与发展出路[J].新闻研究导刊,2018,9(4):220,223.
[13]文轩.方正电子打造智慧出版解决方案助力数字出版产业发展[J].出版参考,2014(12):36.
[14]杨志辉.学术期刊数字化出版到智慧出版的变革[J].编辑之友,2019(1):36-41.
[15]王卉,张瑞静.人工智能技术在数字出版中的应用现状与发展趋势[J].出版发行研究,2018(2):45-49.
[16] Aries Marketing. Artificial intelligence integration allows publishers a first look at Meta bibliometric intelligence[EB/OL].(2016-10-17)[2017-12-28]. https://www. ariessys. com/views-press/press-releases/artificial-intelligence-integrationallowspublishers-first-look-meta-bibliometricintelligence/.
[17]叶韦明.机器人新闻:变革历程与社会影响[J].中国出版,2016(10):16-20.
[18]莫利·弗拉特.人工智能在学术出版上可以有哪些应用-泰勒-弗朗西斯正在尝试[EB/OL].韩玉,译.(2018-05-17)[2018-09-09]. http://www.bookdao.com/article/406953/.
[19]余闯,柴葳.缺口500万!人工智能人才如何“高校造”[N].中国教育报,2018-04-04(01).
[20]张艳.人工智能给法律带来四大挑战[N].社会科学报,2016-08-04(4).