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相关概念视频

Confirmation Biases01:31

Confirmation Biases

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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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Persuasion Strategies01:52

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Researchers have tested many persuasion strategies, including the foot-in-the door and the door-in-the-face techniques, in a variety of contexts. Ultimately, the principles are effective in selling products and changing people’s attitude, ideas, and behaviors (Cialdini & Goldstein, 2004).
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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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What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
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The Anchoring-and-Adjustment Heuristic01:25

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In order to make good decisions, we use our knowledge and our reasoning. Often, this knowledge and reasoning is sound and solid. However, sometimes, we are swayed by biases or by others manipulating a situation. For example, let’s say you and three friends wanted to rent a house and had a combined target budget of $1,600. The realtor shows you only very run-down houses for $1,600 and then shows you a very nice house for $2,000. Might you ask each person to pay more in rent to get the...
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When we hold a stereotype about a person, we have expectations that he or she will fulfill that stereotype. A self-fulfilling prophecy is an expectation held by a person that alters his or her behavior in a way that tends to make it true. When we hold stereotypes about a person, we tend to treat the person according to our expectations. This treatment can influence the person to act according to our stereotypic expectations, thus confirming our stereotypic beliefs. Research by Rosenthal and...
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Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
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基于批准的简单列表.

Martin Lackner1, Jan Maly1

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此摘要是机器生成的。

本研究分析了使用批准数据的选拔方法,其中选拔名单的大小是可变的. 它提供了根据所需的属性选择最佳入围方法的建议.

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科学领域:

  • 决策科学 决策科学 决策科学
  • 计算机科学 计算机科学
  • 推系统是一个推系统.

背景情况:

  • 排名将广泛的选项缩小到一个可管理的集合,这对于奖项提名和推系统至关重要.
  • 批准数据,一种常见的偏好类型,经常被用于入围过程.
  • 现有的简单列表方法通常假定一个固定的简单列表大小,这可能并不总是最佳的.

研究的目的:

  • 分析基于批准数据的入围名单方法.
  • 调查选入名单的方法,其中选入名单的大小不是固定的,而是由该方法本身决定的.
  • 根据具体要求,提供关于选择合适的入围方法的指导.

主要方法:

  • 对既有和新的入围方法的公理分析.
  • 使用合成和现实世界的数据集进行实验评估.
  • 基于它们的属性,比较不同的入围算法.

主要成果:

  • 识别关键的属性和各种简单列表方法之间的权衡.
  • 证明方法选择如何影响入围名单的质量和特征.
  • 经验证据支持不同条件下某些方法的有效性.

结论:

  • 选择入围的方法对结果有很大影响,并且应该与所需的属性保持一致.
  • 可变选拔名单大小的方法提供灵活性,在某些应用中可能是有利的.
  • 该研究为优化在不同环境中的入围选拔流程提供了实用建议.