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在科学研究中使用人工智能的潜力和担忧:ChatGPT绩效评估

Zuheir N Khlaif¹, Allam Mousa², Muayad Kamal Hattab³

¹Faculty of Humanities and Educational Sciences, An-Najah National University, Nablus, Occupied Palestinian Territory.

JMIR medical education

|September 14, 2023

概括

人工智能 (AI) 可以提高科学研究的生产力和文章质量,特别是在使用自然语言处理 (NLP) 工具 (如ChatGPT) 时. 然而,对研究方法和数据分析的仔细关注对于可靠的研究结果至关重要.

科学领域:

科学研究和学术出版.
人工智能在科学中的应用.

背景情况:

人工智能 (AI) 越来越多地融入日常生活,自然语言处理 (NLP) 使计算机能够理解和生成人类语言.
像ChatGPT这样的NLP工具显示出各种应用的潜力,包括科学研究.

研究的目的:

使用ChatGPT评估人工智能生成的研究文章的质量和影响.
评估AI对研究框架,数据分析和文献评论的影响.
探索有关人工智能辅助研究的所有权和完整性的担忧.

主要方法:

使用ChatGPT生成了4篇完整的研究文章和50篇摘要.
由23名审稿人使用标准化表格对人工智能产生的内容进行评估.
统计分析包括ANOVA和对定性评审者反的专题分析.

主要成果:

当提供详细提示和上下文时,ChatGPT可以产生高质量的,可出版的研究.
人工智能对研究框架开发和数据分析的影响有限.
文献评论的生成需要改进;人们注意到对研究完整性和所有权的担忧.
聊天GPT显示了显著的潜力,以提高研究生产力和帮助学术写作.

结论:

人工智能生成的文本可以提高高影响力的科学文章的质量.
专注于强大的方法,包括研究设计和深入的数据分析,对于人工智能时代的强有力的影响至关重要.
人工智能工具在诸如医疗教育等领域提供实用应用,用于能力发展.

关键词:

在这里,我们可以看到AIAIAI.聊天GPT 聊天在GPT 聊天人工智能的人工智能是人工智能.研究伦理研究伦理学科学研究科学研究

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