面向用户的科技期刊智能内容生产模型构建

Construction of user-oriented intelligent content production model for scientific journals

【目的】从面向用户的视角,研究人工智能技术在科技期刊内容生产中的应用路径与方法。【方法】通过分析个性化和智慧化的用户需求及相应智能技术,基于系统模块思想,利用系统构建方法及流程设计构建面向用户的科技期刊智能内容生产模型。【结果】所构建的模型以用户为中心,通过对用户属性数据和行为数据等的多元融合进行用户画像,再通过与期刊资源进行语义匹配来实现面向用户的科技期刊智能内容生产。【结论】科技期刊在具体场景中可以利用所构建模型,分步骤、分阶段实现面向用户的智能内容生产。

[Purposes] The paper tries to find the application path and method of artificial intelligence technology in the production of scientific journals from the perspective of user-oriented services.[Methods] The paper analyzed the personalized and intelligent user needs and corresponding intelligent technologies.Based on the idea of system modules,the intelligent service production models of scientific journals for user services were designed through system construction methods and processes.[Findings] The proposed model is user-centered,and user portraits are made through multiple fusions of user attribute data and behavior data.Through semantic matching with journal resources,the intelligent content production for user-oriented scientific journals is achieved.[Conclusions] Scientific journals can use the proposed model to achieve user-oriented intelligent content production in specific scenarios step by step.