医学教育中的论文类型问题的复兴:利用人工智能和机器学习
Muhammad Shahid Shamim1,2, Syed Jaffar Abbas Zaidi3, Abdur Rehman
1Directorate of Graduate Studies, The Aga Khan University, Karachi, Pakistan.
概括
人工智能 (AI) 和机器学习 (ML) 可以补充人类对文章的评分,提供全面的反. 医学教育工作者应该探索这些技术,以提高教育质量和评估标准.
科学领域:
- 医学教育 医学教育
- 教育中的人工智能
- 自然语言处理自然语言处理.
背景情况:
- 人工智能 (AI) 和机器学习 (ML) 在学术评估中的整合正在迅速发展.
- 形成性评估在学生的学习和发展中起着至关重要的作用.
- 一个著名的AI语言模型ChatGPT为教育工具提供了新的机会.
研究的目的:
- 分析和比较人写和机器写成型论文的评价和分级.
- 探索AI在评估学生写作和提供反方面的潜力.
- 为医学教育工作者提出AI和ML的创新应用.
主要方法:
- 进行了一项准实验性的,定性横截面研究.
- 来自最后一年牙科学生的十篇形成性论文被手动评分.
- 聊天GPT (版本3.5) 用于评分相同的文章,并对其回复进行了定性分析.
主要成果:
- 聊天GPT提供了关于写作技能的综合报告和反,在细节上超过了手动评分.
- 在医学教育中提出了AI/ML的四种创新用途:自动评分,内容分析,抄袭检测和形成性评估.
- 与传统方法相比,人工智能驱动的评分提供了不同的,详细的视角.
结论:
- 人工智能和机器学习技术显示出增强人类作文评分的巨大潜力.
- 鼓励医学教育工作者采用AI/ML来提高教育标准和评估质量.
- 需要进一步的研究来验证人工智能在教育评估中的有效性.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Introduction to Cognitive Psychology
474
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
474


