首页|生成式人工智能大模型赋能传统出版企业转型升级路径研究——基于扎根理论的质性研究

生成式人工智能大模型赋能传统出版企业转型升级路径研究——基于扎根理论的质性研究

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基于质性研究方法,通过扎根理论提炼归纳出"智能内容生成提质优化、产业生产效率提速升级、个性定制内容交付传播、融合发布渠道策略制定、商业市场数据分析洞察、新型商业模式开发创新、组织架构流程变革重组、品牌核心价值维护创造、法律法规伦理风险考量"九大主范畴和"传统出版企业转型升级"一大核心范畴.在对主范畴与核心范畴的典型关系结构以及范畴间逻辑关系分析的基础上,构建生成式人工智能大模型赋能传统出版企业转型升级有效路径的理论模型.模型揭示了如何更好地将生成式人工智能大模型赋能企业后端的生产力提升和前端的新价值创造是传统出版企业实现转型升级的关键.
Research on the Transformation and Upgrading Path of Traditional Publishing Enterprises Empowered by Generative Artificial Intelligence Large Models:Qualitative research Based on Grounded Theory
Based on the qualitative research method and grounded theory,nine main categories have been extracted and summarized,including"the improvement and optimization of intelligent content generation,the acceleration and upgrading of industrial production efficiency,the delivery and dissemination of personalized customized content,the formulation of integrated publishing channel strategies,the analysis and insight of commercial market data,the development and innovation of new business models,the transformation and reorganization of organizational structure and processes,the maintenance and creation of brand core values,and the consideration of legal and regulatory ethical risks",as well as one core category of"transformation and upgrading of traditional publishing enterprises".Based on the analysis of the typical relationship structure between the main categories and the core category,as well as the logical relationship between categories,a theoretical model of generative artificial intelligence is constructed to empower traditional publishing enterprises to transform and upgrade effectively.The model reveals that how to better empower the productivity improvement of the backend and the creation of new value in the frontend with generative artificial intelligence models is the key to the transformation and upgrading of traditional publishing enterprises.

Generative artificial intelligenceEnterprise transformation and upgradingTraditional publishing industryFoundation modelsGrounded theor

董华、张皓越、高爱宇

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青岛科技大学经济与管理学院,青岛,266061

陕西师范大学新闻与传播学院,西安,710062

生成式人工智能 企业转型升级 传统出版业 大模型 扎根理论

国家社会科学基金

17BJY073

2024

出版科学
湖北省编辑学会

出版科学

CSSCICHSSCD北大核心
影响因子:0.562
ISSN:1009-5853
年,卷(期):2024.32(4)