Back
Algorithms of Oppression: How Search Engines Reinforce Racism
webnyupress.org·nyupress.org/9781479837243/algorithms-of-oppression/
A foundational critical text on algorithmic bias and systemic discrimination in AI systems; highly relevant to AI safety discussions about value alignment, fairness, and the societal impacts of deployed machine learning systems.
Metadata
Importance: 62/100bookprimary source
Summary
Safiya Umoja Noble's 2018 book examines how search engine algorithms, particularly Google's, embed racial and gender biases that systematically disadvantage women of color. Noble argues that the combination of commercial interests, monopolistic market structures, and unexamined design choices produces discriminatory search results that reinforce harmful stereotypes. The work challenges the myth of algorithmic neutrality and calls for structural reform of how discoverability and information access are governed online.
Key Points
- •Search engines are not neutral: their algorithms reflect and reinforce existing racial and gender hierarchies through biased result rankings.
- •Commercial incentives (paid advertising, private interests) shape algorithmic outputs in ways that disadvantage marginalized communities.
- •Noble uses empirical analysis of search results and paid advertising to document systematic discrimination against Black women specifically.
- •The monopoly power of a few search engines amplifies the societal harm of biased algorithms, affecting education, employment, and identity.
- •The book calls for regulatory and structural responses to algorithmic discrimination, not merely technical fixes.
Cited by 1 page
| Page | Type | Quality |
|---|---|---|
| Erosion of Human Agency | Risk | 91.0 |
Cached Content Preview
HTTP 200Fetched Apr 9, 202611 KB
Algorithms of Oppression
Skip to content
Home
sociology
media & communication
african american studies
Algorithms of Oppression
Algorithms of Oppression
How Search Engines Reinforce Racism
by Safiya Umoja Noble
Published by: NYU Press
Imprint: NYU Press
Sales Date: February 2018
248 Pages , 6.00 × 9.00 in , 56 black and white illustrations
Paperback
9781479837243
Published: February 2018
$33.00
BUY
Request Exam or Desk Copy
eBook
9781479866762
Published: January 2018
$24.00
BUY
Request Exam or Desk Copy
Hardcover
9781479849949
Published: February 2018
$98.00
BUY
Request Exam or Desk Copy
Description
Authors
Praise
A revealing look at how negative biases against women of color are embedded in search engine results and algorithms
Run a Google search for “Black girls”—what will you find? “Big Booty” and other sexually explicit terms are likely to come up as top search terms. But, if you type in “white girls,” the results are radically different. The suggested porn sites and un-moderated discussions about “why Black women are so sassy” or “why Black women are so angry” presents a disturbing portrait of Black womanhood in modern society.
In Algorithms of Oppression , Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.
Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance—operating as a source for email, a major vehicle for primary and secondary school learning, and beyond—understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.
An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.
Safiya Umoja Noble is Professor of Gender Studies and African American Studies at the University of California, Los Angeles (UCLA) in the Departments of Gender Studies and African Am
... (truncated, 11 KB total)Resource ID:
5ae5978f266a12c5 | Stable ID: sid_fmu00oMeo0