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相关概念视频

Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.4K
Self-Evaluation: Self-Enhancement and Self-Verification03:00

Self-Evaluation: Self-Enhancement and Self-Verification

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Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
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Metacognition01:26

Metacognition

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Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
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Inductive Reasoning00:59

Inductive Reasoning

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Inductive reasoning is a form of logical thinking that uses related observations to arrive at a general conclusion. It is uncertain and operates in degrees to which the conclusions are credible. As such, inductive arguments can be weak or strong, rather than valid or invalid, and conclusions can be used to formulate testable, falsifiable hypotheses.
Inductive reasoning is common in descriptive science. A life scientist makes observations and records them. This data can be qualitative or...
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Associative Learning01:27

Associative Learning

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Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
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Machines: Problem Solving II01:30

Machines: Problem Solving II

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
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相关实验视频

Updated: Jul 5, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
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Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

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智能评分:一种基于人工智能的生成工具,用于在教育评估中基于知识的答案评估.

Samuel Tobler1

  • 1ETH Zurich, Switzerland.

MethodsX
|January 11, 2024
PubMed
概括

这项研究引入了生成性AI软件,用于自动化,定制化对文本答案进行分级,大大减少了教育和研究中的评估时间和资源. 该工具确保了高可靠性,帮助教育工作者和研究人员有效评估学生的反应.

科学领域:

  • 教育技术的教育技术
  • 教育中的人工智能
  • 自然语言处理自然语言处理.

背景情况:

  • 在教育和行为研究中,基于文本的答案的自动评估是劳动密集型的.
  • 现有的AI工具缺乏针对大数据集的具体案例评估的定制功能.
  • 需要有效的,可扩展的解决方案,以基于文本的答案得分.

研究的目的:

  • 开发和验证一个灵活的软件和Web应用程序,用于基于文本的答案的自动化,具体的案例分级.
  • 利用尖端的人工智能,特别是大型语言模型 (LLM),进行增强的答案评估.
  • 为研究人员和教育工作者提供一个易于使用的工具,用于处理大量的学生回复.

主要方法:

  • 开发一个集成LLM的软件和Web应用程序,具有针对问题的具体情况,样本解决方案和评估标准的可定制参数.
  • 实现一个界面,以指定根据个人研究或教育背景量身定制的分级指令.
  • 通过实证研究验证自动化评分方法,将AI评级与专家评估进行比较.

主要成果:

  • 在经验研究中,与专家评级相比,开发的软件显示出高可靠性.
  • 该系统可对大型基于文本的答案数据集进行可定制和具体案例的自动分级.
  • 该软件的开源性质有利于用户直接实施和适应.
关键词:
人工智能的人工智能是人工智能.自动分级的自动化分级.教育评估的教育评估.在 GPT 中,GPT 必须是 GPT.基于GenAI的智能分类大型语言模型.测试评价 测试评估 测试评价

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结论:

  • 增强人工智能的生成软件为促进和改进基于文本的答案评估提供了有价值的工具.
  • 该应用程序解决了当前人工智能实现的局限性,允许自动化,对众多学生答案的具体案例评分.
  • 这种开源解决方案使教育工作者和研究人员能够使用高效和适应性的人工智能技术进行评估.