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1. Algorithmic bias - Wikipedia
wikipedia.org
Link: https://en.wikipedia.org/wiki/Algorithmic_bias
Description: WEBAlgorithmic 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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2. What is Algorithmic Bias? | DataCamp
datacamp.com
Link: https://www.datacamp.com/blog/what-is-algorithmic-bias
Description: 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 group of users over others. It's a prevalent concern today, with artificial intelligence (AI) and machine learning (ML) applications increasingly permeating every aspect of our ...
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3. Algorithmic Bias: What It Is and Why It Matters | Built In
builtin.com
Link: https://builtin.com/data-science/auditing-algorithms-data-science-bias
Description: WEBJan 5, 2024 · Algorithmic bias refers to algorithms making systematic errors due to low-quality training data and the biases of the humans training the algorithms. These errors can help or harm specific groups of people, leaving a significant impact on society.
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4. Algorithmic Bias: What is it, and how to deal with it? - Pluralsight
pluralsight.com
Link: https://www.pluralsight.com/resources/blog/cloud/algorithmic-bias-explained
Description: 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 article, I break down what algorithmic bias is, how it presents itself in machine learning systems, and how it can be mitigated.
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5. Understanding algorithmic bias and how to build trust in AI - PwC
pwc.com
Link: https://www.pwc.com/us/en/tech-effect/ai-analytics/algorithmic-bias-and-trust-in-ai.html
Description: 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 real harm.
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6. ALGORITHMIC BIAS - The Greenlining Institute
greenlining.org
Link: https://greenlining.org/wp-content/uploads/2021/04/Greenlining-Institute-Algorithmic-Bias-Explained-Report-Feb-2021.pdf
Description: WEBAlgorithmic Bias Explained | 5 What is Algorithmic Bias and Why Does it Matter? Algorithmic bias occurs when an algorithmic decision creates unfair outcomes that unjustifiably and arbitrarily privilege certain groups over others. This matters because algorithms act as gatekeepers to economic opportunity.
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7. Algorithmic Bias | Technology Glossary Definitions | G2
g2.com
Link: https://www.g2.com/glossary/algorithmic-bias-definition
Description: WEBAlgorithmic bias or AI bias refers to the unfair or discriminatory outcomes resulting from the use of algorithms. It’s a series of systematic and repeatable errors in a computer system that favors one group of people in ways that don’t match the intent of …
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8. Algorithmic bias: review, synthesis, and future research directions
tandfonline.com
Link: https://www.tandfonline.com/doi/full/10.1080/0960085X.2021.1927212
Description: WEBJun 6, 2021 · Algorithmic bias: review, synthesis, and future research directions. Nima Kordzadeh. & Maryam Ghasemaghaei. Pages 388-409 | Received 25 Apr 2020, Accepted 29 Apr 2021, Published online: 06 Jun 2021. Cite this article. https://doi.org/10.1080/0960085X.2021.1927212. Full Article. Figures & data. … definition
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9. Algorithmic bias: Senses, sources, solutions - Fazelpour - 2021
wiley.com
Link: https://compass.onlinelibrary.wiley.com/doi/10.1111/phc3.12760
Description: WEBJun 12, 2021 · Algorithmic bias is only one issue within the broad collection of philosophical topics often lumped together under the heading of ‘Ethics and AI’. Our focus will be algorithmic bias, but we do not thereby mean to suggest that these other issues are unimportant or uninteresting, whether philosophically or societally.
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10. Algorithmic Bias: A Challenge for Ethical Artificial ... - Springer
springer.com
Link: https://link.springer.com/chapter/10.1007/978-981-99-8834-1_5
Description: WEBDec 31, 2023 · Algorithmic bias. Explainability. Transparency. Accountability. Introduction. Artificial Intelligence (AI) is a ‘growing resource of interactive, autonomous, and often self-learning agency that can deal with tasks that would otherwise require human intelligence and intervention to be performed successfully’ (Floridi & Cowls, 2019 ).