ID.8:利用生成式人工智能共同创作视觉故事

IF 3.6 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Victor Nikhil Antony, Chien-Ming Huang
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引用次数: 0

摘要

讲故事是人类文化不可分割的一部分,对认知和社会情感的发展和联系有着重要影响。尽管交互式视觉故事非常重要,但创建此类内容的过程需要专业技能,而且是劳动密集型的。本文介绍 ID.8,这是一个开源系统,旨在利用生成式人工智能共同创作视觉故事。我们的重点是通过简化内容创建流程和允许定制来实现包容性的故事体验。我们的用户评估证实,在欣赏和探索等领域,用户体验普遍良好,同时也指出了需要改进的地方,特别是在沉浸感、一致性以及用户与人工智能系统之间的合作关系方面。总之,我们的研究结果表明,利用生成式人工智能增强人们创作视觉故事的能力大有可为。这项研究成果为我们提供了一个新颖的内容创作系统 ID.8,并深入探讨了在多媒体内容创作中使用生成式人工智能所面临的挑战和潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ID.8: Co-Creating Visual Stories with Generative AI

Storytelling is an integral part of human culture and significantly impacts cognitive and socio-emotional development and connection. Despite the importance of interactive visual storytelling, the process of creating such content requires specialized skills and is labor-intensive. This paper introduces ID.8, an open-source system designed for the co-creation of visual stories with generative AI. We focus on enabling an inclusive storytelling experience by simplifying the content creation process and allowing for customization. Our user evaluation confirms a generally positive user experience in domains such as enjoyment and exploration, while highlighting areas for improvement, particularly in immersiveness, alignment, and partnership between the user and the AI system. Overall, our findings indicate promising possibilities for empowering people to create visual stories with generative AI. This work contributes a novel content authoring system, ID.8, and insights into the challenges and potential of using generative AI for multimedia content creation.

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来源期刊
ACM Transactions on Interactive Intelligent Systems
ACM Transactions on Interactive Intelligent Systems Computer Science-Human-Computer Interaction
CiteScore
7.80
自引率
2.90%
发文量
38
期刊介绍: The ACM Transactions on Interactive Intelligent Systems (TiiS) publishes papers on research concerning the design, realization, or evaluation of interactive systems that incorporate some form of machine intelligence. TIIS articles come from a wide range of research areas and communities. An article can take any of several complementary views of interactive intelligent systems, focusing on: the intelligent technology, the interaction of users with the system, or both aspects at once.
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