关于人工智能使用的学术出版商指南:一个ChatGPT支持的主题分析
1British University Vietnam, Hanoi, Vietnam.
F1000Research
|February 7, 2024
概括
学术出版商允许生成人工智能 (GenAI) 工具,但要求披露,强调人类作者权. 这项研究分析了政策,揭示了AI.
科学领域:
- 学术出版学术出版是一门学术出版业.
- 人工智能的人工智能
- 研究完整性研究完整性
背景情况:
- 人工智能 (AI) 和生成性AI (GenAI) 在学术界日益普及,需要检查它们对著作权,学术完整性和研究方法的影响.
- 学术研究中人工智能缺乏统一的政策和指导方针,这激起了出版商,作者和机构之间的讨论.
研究的目的:
- 探索出版商关于人工智能辅助著作和学术工作的政策.
- 分析AI在学术研究中的不断变化的环境及其对政策制定的影响.
主要方法:
- 采用感应性主题分析来检查出版商的政策.
- 采用了两种方法:用于模式识别的AI辅助分析和用于细微解释的传统无辅助分析.
- 将两种分析方法的结果结合起来,以确定总体主题.
主要成果:
- 确定了六个总体主题,其中三个由人工智能辅助和人工分析独立证实.
- 发现了一个共识,人类的作者是至关重要的,如果披露,GenAI的使用是允许的.
- 承认GenAI在文本生成和数据分析方面的支持作用,同时强调需要审查的局限性和偏见.
结论:
- 承认人工智能是学术研究中的一个有价值的辅助工具,对完整性,问责制和解释性限制有重要的考虑.
- 强调需要明智,灵活的政策制定,以适应快速发展的AI技术.
- 强调作者,评论员和编辑对人工智能辅助分析进行严格审查的必要性.
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