A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866914709165309952 |
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| author | Lyu, Yao Zhang, He Niu, Shuo Cai, Jie |
| author_facet | Lyu, Yao Zhang, He Niu, Shuo Cai, Jie |
| contents | 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. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2403_06039 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation Lyu, Yao Zhang, He Niu, Shuo Cai, Jie Human-Computer Interaction Artificial Intelligence 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. |
| title | A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation |
| topic | Human-Computer Interaction Artificial Intelligence |
| url | https://arxiv.org/abs/2403.06039 |