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prejudice

prejudice

5 7.8
Unfair treatment built into a computer program or information that harms certain groups
  • noun
  • /ˈprɛdʒədɪs/
  • Specialized
translation icon : sesgo
  • So bias and prejudice and narrow thinking has been part of institutional science forever.
  • racial prejudice
  • prejudice and discrimination

And so we can have a prejudice and collect data without actually doing the right thing with it.

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Examples

  • We have argued that participants in interdisciplinary research projects must overcome various biases and prejudices that accompany disciplinary training.

    Academic text (2005)
  • And so we can have a prejudice and collect data without actually doing the right thing with it.

  • In enforcement, in social prejudice, there are still many things to be fixed.

  • So in terms of bias or prejudice in robotic, in algorithms, what examples do you sometimes think about?

  • Youth who consider themselves bisexual or who are exploring their sexuality may be even more at risk for discrimination and prejudice.

    Academic text (2010)
  • Scores were summed so that higher scores indicated greater racial prejudice.

    Academic text (2014)
  • None of the 16 business syllabi that were reviewed directly mentioned diversity, multiculturalism, or racial prejudice.

    Academic text (2014)
  • Since Allport's classic and definitive work (Allport, 1954), racial prejudice has been recognized as a serious problem in American society.

    Academic text (2014)
  • In computing, algorithms can produce prejudice against certain groups if they are trained on biased data.

  • The researchers noted that the model displayed significant prejudice towards minority populations due to skewed training data.

Synonyms

discrimination
vsprejudice
  • Offensive
535 3.5

Unfair treatment of people because of their race, age, or sex

is caused by algorithms or datasets rather than direct human action
bigotry
vsprejudice
  • NSFW
115 7.0

An unfair dislike of people from other groups like different races or religions

is rooted in data or models rather than personal hateful attitudes
bias
vsprejudice
  • Specialized
26 5.8

Unfair errors in data or computer systems that harm some people

is the same embedded unfairness but named differently in usage
partiality
vsprejudice
3 6.7

An unfair liking that makes you treat one person or group better than others

is created or embedded in algorithms rather than a personal choice

Antonyms

equity
  • Formal
46 5.3

Fair and equal treatment of people, for example at work or school

Idioms

To kill someone secretly and without pity

How Biased

prejudice
  • Specialized
5 7.8
bias
  • Specialized
26 5.8

Surface Forms

prejudice singular
prejudices plural

Morphology

prejudice = judge (semi-transparent) = pre + judice

The compound logic 'pre-' + 'judge' maps onto judging before knowing, which transfers to algorithmic bias, but the nontransparent surface form ('judice') and domain-specific application make it only partly transparent.

Etymology

Prejudice comes from pre- 'before' and judicium 'judgment', the same root as judge. That's why we use prejudice for unfair bias in algorithms and data: it is like a 'judgment made before' the facts, so systems can give unfair results for some groups.