关于人工智能的撤回出版物的分析:趋势,伦理问题和科学完整性
Burhan Fatih Kocyigit1, Ramazan Azim Okyay2, Birzhan Seiil3
1Department of Physical Medicine and Rehabilitation, University of Health Sciences, Adana City Research and Training Hospital, Adana, Türkiye. bfk2701@hotmail.com.
Journal of Korean medical science
|November 18, 2025
概括
收回的人工智能 (AI) 论文在2023年升,主要来自中国,由于同行评审和数据问题. 这突显了加强人工智能出版物研究完整性和质量保证的关键需求.
科学领域:
- 人工智能 (AI) 是一种人工智能.
- 图书统计学 图书统计学
- 研究诚信研究诚信
背景情况:
- 人工智能 (AI) 在各种科学领域的研究出版物显著增加.
- 近年来,与人工智能相关的撤回论文数量有所增加,需要对潜在原因和趋势进行审查.
研究的目的:
- 分析与人工智能 (AI) 相关的出版物中的趋势,地理分布和撤回原因.
- 确定撤回的常见原因,如同行评审缺陷,数据问题和引用不规则.
主要方法:
- 一个描述性的横截面研究收回的AI相关论文索引在PubMed.
- 数据提取包括文献详细信息,撤回原因,引用指标和Altmetric注意力得分 (AAS).
- 撤回通知被系统地分类,并使用描述性统计数据来分析趋势和影响.
主要成果:
- 总共有764篇撤回的AI论文被确定,在2023年大幅增加 (n=667).
- 中国贡献的撤回数量最高 (n=551),其次是印度和孟加拉国.
- 同行评审问题 (n=716) 和数据问题 (n=714) 是撤回的主要原因,以及不相关的引用和不道德的AI使用.
结论:
- 来自中国的高收回率强调了改善研究标准和质量控制的必要性.
- 对同行评审和数据完整性的持续挑战是人工智能纸质撤回的关键驱动因素.
- 提高透明度,伦理和出版后审查对于保持科学文献的完整性至关重要.
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