研究中的透明度:分析跨学科和地理位置的作者对ChatGPT使用的认可
1Amrita School of Business, Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, India.
Accountability in research
|October 25, 2023
概括
学术文章越来越多地承认像ChatGPT这样的生成人工智能 (AI) 工具. 这项研究分析了1200多篇出版物中对人工智能的认可,揭示了研究领域的趋势和全球贡献.
科学领域:
- 信息和计算科学 信息和计算科学
- 生物医学和临床科学
背景情况:
- 生成型人工智能 (AI) 工具,如ChatGPT,正在学术界迅速出现.
- 了解这些人工智能工具在学术交流中的整合和认可,对于学术完整性和未来的研究方向至关重要.
研究的目的:
- 系统地审查和分析学术文献中生成性AI工具的认可模式.
- 识别AI认可的时间趋势,学科分布,地理来源和出版场所.
主要方法:
- 从维度数据库中对1,226个出版物的系统审查 (2022年11月 - 2023年7月).
- 对确认部分的分析,以识别对生成AI工具的提及,特别是ChatGPT.
- 检查出版日期,学科,作者归属 (地区) 和地点.
主要成果:
- 在2022年11月至2023年7月期间,生成AI的认可激增.
- 美国的作者在人工智能认可方面处于领先地位,其次是中国和印度.
- 生物医学/临床科学和信息/计算机科学是领先的学科,其中"柳叶刀数字健康"和bioRxiv是关键场所.
结论:
- 这项研究提供了第一个在学术环境中对AI认可趋势的经验评估.
- 结果为政策制定和学术讨论在学术界道德使用AI提供了基础.
- 承认人工智能工具正在成为现代学术交流的重要方面.
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