对优酷用户在内容创作中使用生成式人工智能的初步探索

ArXiv Pub Date : 2024-03-09 DOI:10.1145/3613905.3651057
Yao Lyu, He Zhang, Shuo Niu, Jie Cai
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引用次数: 1

摘要

在 YouTube、TikTok、Instagram 和各种博客网站等平台上,内容创作者越来越多地利用人工智能生成技术(Gen-AI),使用大型语言模型(LLM)制作富有想象力的图片、人工智能生成的视频和文章。尽管人工智能生成的内容越来越受欢迎,但在应用人工智能生成内容的具体领域,以及内容创作者在创作过程中使用 Gen-AI 工具的方法论方面,仍然存在探索不足的问题。本研究通过对 68 个展示 Gen-AI 使用情况的 YouTube 视频进行定性分析,初步探索了这一新兴领域。我们的研究重点是在用户生成内容的背景下,确定 Gen-AI 生成的内容领域、使用的各种工具、执行的活动以及最终产品的性质。
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A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation
Content creators increasingly utilize generative artificial intelligence (Gen-AI) on platforms such as YouTube, TikTok, Instagram, and various blogging sites to produce imaginative images, AI-generated videos, and articles using Large Language Models (LLMs). Despite its growing popularity, there remains an underexplored area concerning the specific domains where AI-generated content is being applied, and the methodologies content creators employ with Gen-AI tools during the creation process. This study initially explores this emerging area through a qualitative analysis of 68 YouTube videos demonstrating Gen-AI usage. Our research focuses on identifying the content domains, the variety of tools used, the activities performed, and the nature of the final products generated by Gen-AI in the context of user-generated content.
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