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相关概念视频

Cause and Effect01:53

Cause and Effect

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While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
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The Availability Heuristic01:08

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A heuristic is a general problem-solving framework (Tversky & Kahneman, 1974). You can think of these as mental shortcuts that are used to solve problems. Different types of heuristics are used in different types of situations, and the impulse to use a heuristic occurs when one of five conditions is met (Pratkanis, 1989):
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Fundamental Attribution Error01:14

Fundamental Attribution Error

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According to some social psychologists, people tend to overemphasize internal factors as explanations—or attributions—for the behavior of other people. They tend to assume that the behavior of another person is a trait of that person, and to underestimate the power of the situation on the behavior of others. They tend to fail to recognize when the behavior of another is due to situational variables, and thus to the person’s state. This erroneous assumption is...
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Hindsight Biases01:12

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Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now? 
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Confirmation Biases01:31

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The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
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相关实验视频

Updated: May 9, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
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警告信息和保护行为之间的不匹配:为什么专家 + AI < 2?

Qi Bian1,2, Leyu Wang1, Luning Xin1

  • 1School of Political Science and Public Administration, Shandong University, Qingdao, China.

Risk analysis : an official publication of the Society for Risk Analysis
|May 5, 2025
PubMed
概括

人工智能和专家警告显著影响灾难准备. 然而,将人工智能和专家警告结合起来,可能会导致信息疲劳,降低它们对公共安全的整体有效性.

关键词:
人工智能 (AI) 是一种人工智能.灾难准备行为 灾难准备行为专家 专家 专家 专家 专家警告信息 警告信息

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科学领域:

  • 灾害管理 灾害管理
  • 人与计算机的交互
  • 行为科学 行为科学

背景情况:

  • 有效的预警系统对于公众的灾难准备至关重要.
  • 了解不同信息来源对行为的影响对于应急管理至关重要.

研究的目的:

  • 调查人工智能 (AI) 警告,专家警告和人工智能专家警告的结合如何影响公共灾害准备行为.
  • 确定警告消息的来源是否会影响它们对准备工作的影响.

主要方法:

  • 在中国,对619名受访者进行了一项调查实验.
  • 这项研究分析了人工智能产生的警告,专家提供的警告以及两者结合对灾难准备行为的影响.

主要成果:

  • 所有的警报来源 (AI,专家,组合) 显著影响了灾难准备.
  • 与预期相反,结合人工智能和专家警告导致了"挤出效应",其中总影响小于单个效应的总和.
  • 来自联合来源的信息疲劳被确定为影响减少的潜在原因.
  • 人工智能警告对准备能力的影响因受访者的教育水平而显著减弱.

结论:

  • 虽然人工智能和专家警告单独有效,但由于信息过载,它们的组合可能不会产生附加效益.
  • 根据教育成就量身定制预警策略对于最大限度地提高人工智能驱动的灾难信息的影响至关重要.
  • 调查结果为政府机构提供了实用的见解,旨在通过优化预警通信提高公众的防灾准备.