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Algorithmic Bias | Technology Glossary …
https://www.g2.com/glossary/algorithmic-bias-definition
Algorithmic bias describes systematic and repeatable errors in a computer system that create "unfair" outcomes, such as "privileging" one category over another in ways different from the intended function of the algorithm.
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Algorithmic bias - Wikipedia
https://en.wikipedia.org/wiki/Algorithmic_bias
Algorithmic bias describes systematic and repeatable errors in a computer system that create "unfair" outcomes, such as "privileging" one category over another in ways different from the intended function of the algorithm. Bias can emerge from many factors, including but not limited to the design … See more
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What is Algorithmic Bias? | DataCamp
https://www.datacamp.com/blog/what-is-algorithmic-bias
WEBJul 2023 · 5 min read. Algorithmic bias refers to the systemic and repeatable errors in a computer system that create unfair outcomes, such as privileging one arbitrary …
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Algorithmic Bias: What It Is and Why It Matters | Built In
https://builtin.com/data-science/auditing-algorithms-data-science-bias
What Is Algorithmic Bias?Examples of Algorithmic BiasHow to Prevent Algorithmic BiasAlgorithmic bias is when an algorithm commits systematic errors that result in unequal outcomes, unfairly favoring or disadvantaging groups of users. While algorithms ultimately produce the mistakes, the cause of this can be traced back to a combination of inadequate training data and the biases possessed by t…See more on builtin.comExplore furtherImpact of
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Algorithmic Bias: What is it, and how to deal with it? - Pluralsight
https://www.pluralsight.com/resources/blog/cloud/algorithmic-bias-explained
WEBJun 8, 2023 · Algorithmic bias is a huge barrier to fully realizing the benefit of machine learning. We cover what it is, how it presents itself, and how to minimize it. In this …
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Algorithmic bias: Senses, sources, solutions
https://compass.onlinelibrary.wiley.com/doi/10.1111/phc3.12760
WEBJun 12, 2021 · At its most neutral, algorithmic bias is simply systematic deviation in algorithm output, performance, or impact, relative to some norm or standard (Antony, 2016; Danks & London, 2017; Johnson, …
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Understanding algorithmic bias and how to build trust …
https://www.pwc.com/us/en/tech-effect/ai-analytics/algorithmic-bias-and-trust-in-ai.html
WEBJan 18, 2022 · The definition of AI bias is straightforward: AI that makes decisions that are systematically unfair to certain groups of people. Several studies have identified the potential for these biases to cause …
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Algorithmic bias: review, synthesis, and future research directions
https://www.tandfonline.com/doi/full/10.1080/0960085X.2021.1927212
WEBJun 6, 2021 · Accordingly, algorithmic systems can yield socially-biased outcomes, thereby compounding inequalities in the workplace and in society. This paper reviews, …
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Misinformation and Algorithmic Bias | SpringerLink
https://link.springer.com/chapter/10.1007/978-3-031-52569-8_2
WEBMar 27, 2024 · Algorithmic bias has been widely seen in advertising, content recommendations, and search engine results. Algorithmic prejudice has been found in …
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Algorithmic Bias: A Challenge for Ethical Artificial ... - Springer
https://link.springer.com/chapter/10.1007/978-981-99-8834-1_5
WEBDec 31, 2023 · Algorithmic bias. Explainability. Transparency. Accountability. Introduction. Artificial Intelligence (AI) is a ‘growing resource of interactive, …
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Algorithmic Bias in Education | International Journal of Artificial
https://link.springer.com/article/10.1007/s40593-021-00285-9
WEBNov 18, 2021 · Algorithmic Bias in Education. ARTICLE. Published: 18 November 2021. Volume 32 , pages 1052–1092, ( 2022 ) Cite this article. Download PDF. Ryan S. Baker …
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