出版人工智能研究:概念、技术、影响与进路——一项系统性文献综述被引量：4

Concepts,Applications,Impacts and Measures of Artificial Intelligence in Publishing Industry:A Systematic Literature Review

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摘要梳理我国出版人工智能的研究现状,有助于明确出版行业的发展方向,促进出版学科自主知识体系的构建和完善。本研究采用系统性文献综述方法,检索、筛选并分析了522篇相关文献,系统归纳了出版人工智能的核心概念、技术架构、行业影响及应对进路。学界认为智能技术正深度介入出版全流程,尤其是生成式人工智能在内容创作和知识生产中的应用,为出版行业的智能化升级提供了重要支撑。但人工智能也带来伦理和实践问题,生成内容的版权归属和原创性争论尤为突出。出版业应充分发挥在内容资源上的优势,向“知识服务提供商”和“知识把关人”角色转变,探索“出版即服务”模式,努力构建以高质量知识资源为核心的智能出版新生态。 Combing through the current state of artificial intelligence(AI) research in publishing industry helps to clarify the development direction of the industry and promote the construction and improvement of the independent knowledge system of publishing discipline.This study employed a systematic literature review method,retrieved,screened,and analyzed 522 related literatures,and systematically summarized the core concepts,technical architecture,industry impacts,and response strategies of AI in publishing.The academic community believes that intelligent technology is deeply intervening in the entire publishing process,especially the application of generative AI(GAI) in content creation and knowledge production,which provides important support for the intelligent upgrading of the publishing industry.However,AI also brings ethical and practical issues,among which the copyright ownership and originality of AI generated content(AIGC) is particularly debated.The publishing industry should give fully play to its advantages in content resources and shift its roles to "knowledge service provider" and "knowledge gatekeeper".By implementing "publishing as a service" model,the publishing industry is expected to achieve intelligent upgrading and build a new intelligent publishing ecosystem centered on high-quality knowledge resources.

作者唐嘉骏杨海林马子寒 TANG Jiajun;YANG Hailin;MA Zihan(School of Information Management,Nanjing University,210023,Nanjing,China)

机构地区南京大学信息管理学院

出处《数字出版研究》 2025年第1期29-38,共10页 DIGITAL PUBLISHING RESEARCH

基金国家自然科学基金面上项目“隐私政策视角下企业数据合规与风险管理研究”(项目编号:72474101) 国家自然科学基金面上项目“基于注意力机制的学术信息动态推荐研究”(项目编号:72074109)。

关键词人工智能出版业智能出版系统性文献综述 Artificial intelligence Publishing industry Intelligent publishing Systematic literature review

分类号 G230.7 [文化科学]

作者简介唐嘉骏,男,南京大学信息管理学院硕士研究生。研究方向:数字人文和计算社会科学;杨海林,男,南京大学信息管理学院硕士研究生。研究方向:数字出版;马子寒,南京大学信息管理学院硕士研究生。研究方向:数字阅读心理与行为。