人工智能生成式AI技术在新媒体艺术中的应用研究

Research on the Application of AIGC Technology in New Media Art

随着信息社会和计算机科学的迅速发展,新媒体艺术在过去十年中并没有取得质的飞跃。原因在于大数据和机器学习、人工智能技术的快速发展使计算机科学上升到一个更高的层次,而艺术仍然停留在美学、声学、视觉和心理学等方面,缺少逻辑、智能、交互和整合。因此,新媒体艺术更需要计算机技术尤其是新技术的支持。在新媒体艺术的设计阶段,融入人工智能、机器学习与大数据挖掘等技术,通过数学建模,提高新媒体艺术的成型速度,通过机器学习快速了解用户体验及用户需求,进一步优化新媒体艺术作品,使用人工智能AI技术模拟新媒体艺术的同时,模拟用户体验与交互的全过程是该文研究的主要内容,使新媒体艺术成为AIGC(人工智能生成内容)领域的典型应用,生成式AI将创造和知识工作的边际成本大幅降低,大大提高劳动生产率和经济价值,实现以1/10的成本、以百倍千倍的生产速度去生成新媒体艺术原创内容。

With the rapid development of information society and computer science,new media art has not made a qualitative leap in the past decade.The reason is that in big data and machine learning,the rapid development of artificial intelligence technology has raised computer science to a higher level,while art still stays in aesthetics,acoustics,vision,psychology and other aspects,lack of logic,intelligence,interaction and integration.Therefore,new media art needs the support of computer technology,especially new technology.In the design stage of new media art,integrating artificial intelligence,machine learning and big data mining technology,through mathematical modeling,improving the forming speed of new media art,quickly understanding user experience and user needs through machine learning,further optimizing new media art works,using AI technology to simulate new media art,simulating the whole process of user experience and interaction is the main content of this paper,making new media art become a typical application in the field of AIGC(Artificial Intelligence Generated Content).The AIGC technology will greatly reduce the marginal cost of creation and knowledge work,greatly improve labor productivity and economic value,and achieve the generation of new media art original content at a cost of 1/10 and a production speed of a hundredfold.