革命教育评估:Bing聊天GPT-4聊天机器人在提高评分开放式问题的效率方面的作用
Diane Abadam-Eremeev1, Rachel P Seng1, Janani Srinivasan1
1Research, American University of the Caribbean, Cupecoy, SXM.
Cureus
|February 2, 2026
概括
像Bing Chat这样的人工智能 (AI) 在评分开放式问题方面表现出有前景,比大学教师表现出更高的一致性. 这种人工智能工具可以通过提供可靠和有效的评估方法来支持教育工作者.
科学领域:
- 医学教育 医学教育
- 教育中的人工智能
- 评估和评价的评估和评估.
背景情况:
- 教育机构正在探索人工智能 (AI) 的整合,因为人工智能的快速发展.
- 人工智能模型在评分开放式问题的有效性仍然是一个需要进一步研究的领域.
- Bing聊天是一个AI程序,能够响应基于文本的查询.
研究的目的:
- 为了比较Bing Chat与大学教师对开放式问题的评分一致性.
- 评估AI作为教育评估中的辅助工具的潜力.
主要方法:
- 21名医学学生回答了5个与USMLE第一步相关的开放式问题.
- 学生的回答被六个Bing聊天帐户和六个教师评分.
- 计算了评审者之间的可靠性,并分析了分数差异.
主要成果:
- 聊和教师评分都显示出一致性,在教师评分中观察到的变化更大.
- 聊的评分与应用,解释和回忆问题的教师密切匹配.
- 在结合回忆和应用问题时,发现了显著的差异 (p=0.010).
- 比聊显示出比教师更高的互评级可靠性 (百分比协议,Gwet的AC1).
结论:
- 聊展示了作为开放式评估的可靠和支持性评分工具的潜力.
- 人工智能,特别是像Bing Chat这样的大型语言模型 (LLM),可以为教育提供可靠,高效和经济的评估解决方案.
- 人工智能工具可以通过简化评估过程,使学生和教育工作者都受益.
相关概念视频
01:23Binge Eating Disorders
492
Binge eating disorder is a significant mental health condition characterized by recurrent episodes of excessive food consumption within a short period, accompanied by a perceived loss of control over eating behavior. Unlike occasional overeating, binge eating disorder is marked by distressing emotions such as guilt, shame, and anxiety following binge episodes. The disorder affects individuals across different ages and backgrounds, with profound implications for physical and psychological...
492
01:19Graded Potential
7.0K
Graded potentials are localized fluctuations in the cell membrane's electrical charge, commonly found in the dendrites of neurons. The magnitude of these potential changes depends on the strength of the initiating stimulus. In a membrane at its resting potential, a graded potential signifies a voltage shift either above -70 mV or below -70 mV.
Graded potentials fall into two categories: depolarizing and hyperpolarizing. Depolarizing graded potentials typically occur when sodium (Na+) or...
Graded potentials fall into two categories: depolarizing and hyperpolarizing. Depolarizing graded potentials typically occur when sodium (Na+) or...
7.0K
01:25Role of Communication in the Nursing Process I: Assessment and Diagnosis
5.3K
The nursing process uses scientific reasoning, problem-solving, and critical thinking to guide nurses in providing patients with appropriate care. This process is a systematic approach to recognize, avoid, and treat current or potential health issues while promoting the patient's well-being.
The nursing process considers the patient's emotional and physical well-being. The process can be repeated or stopped at any point if judged essential. Assessment is the first step in the nursing...
The nursing process considers the patient's emotional and physical well-being. The process can be repeated or stopped at any point if judged essential. Assessment is the first step in the nursing...
5.3K
01:18Increasing Function
394
An increasing function exhibits a rise in output values as input values increase. This behavior is depicted graphically as a curve or line that slopes upward from left to right. Such a function satisfies the condition that if x1 < x2, then f(x1) < f(x2), indicating that the function values grow with increasing inputs. This concept is fundamental in understanding growth trends across various domains, such as population dynamics, financial investments, or resource consumption.The...
394
01:15Types of Aggregate Grading
1.5K
Aggregate grading is crucial in economically obtaining a concrete mix with adequate strength, reasonable workability, and minimal segregation. There are four types of aggregate gradation: well-graded, uniformly (or one-sized) graded, gap-graded, and open-graded.
Well-graded aggregates include a complete range of necessary size fractions that fit together to create a dense matrix with minimal voids, represented by a smooth, continuous gradation curve. This type of grading ensures good...
Well-graded aggregates include a complete range of necessary size fractions that fit together to create a dense matrix with minimal voids, represented by a smooth, continuous gradation curve. This type of grading ensures good...
1.5K
01:25Increased Body Temperature
7.5K
A body temperature above 38°C (100.4 °F) is known as fever or pyrexia, and a person with fever is termed 'febrile.' Typically, the hypothalamus, a part of the brain that acts as the body's thermostat, regulates body temperature through a thermoregulatory setpoint. It receives signals from cold and warm thermal receptors throughout the body and adjusts the body's temperature accordingly. Fever occurs when this hypothalamic setpoint is altered, usually in...
7.5K