Algorithms Of Oppression

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Algorithms of Oppression

Author : Safiya Umoja Noble
Publisher : NYU Press
Page : 245 pages
File Size : 53,9 Mb
Release : 2018-02-20
Category : Computers
ISBN : 9781479837243

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Algorithms of Oppression by Safiya Umoja Noble Pdf

Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author

Algorithms of Oppression

Author : Safiya Umoja Noble
Publisher : NYU Press
Page : 245 pages
File Size : 47,7 Mb
Release : 2018-02-20
Category : Computers
ISBN : 9781479849949

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Algorithms of Oppression by Safiya Umoja Noble Pdf

Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author

Pattern Discrimination

Author : Clemens Apprich,Wendy Hui Kyong Chun,Florian Cramer,Hito Steyerl
Publisher : U of Minnesota Press
Page : 155 pages
File Size : 46,6 Mb
Release : 2018-11-13
Category : Social Science
ISBN : 9781452959276

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Pattern Discrimination by Clemens Apprich,Wendy Hui Kyong Chun,Florian Cramer,Hito Steyerl Pdf

How do “human” prejudices reemerge in algorithmic cultures allegedly devised to be blind to them? How do “human” prejudices reemerge in algorithmic cultures allegedly devised to be blind to them? To answer this question, this book investigates a fundamental axiom in computer science: pattern discrimination. By imposing identity on input data, in order to filter—that is, to discriminate—signals from noise, patterns become a highly political issue. Algorithmic identity politics reinstate old forms of social segregation, such as class, race, and gender, through defaults and paradigmatic assumptions about the homophilic nature of connection. Instead of providing a more “objective” basis of decision making, machine-learning algorithms deepen bias and further inscribe inequality into media. Yet pattern discrimination is an essential part of human—and nonhuman—cognition. Bringing together media thinkers and artists from the United States and Germany, this volume asks the urgent questions: How can we discriminate without being discriminatory? How can we filter information out of data without reinserting racist, sexist, and classist beliefs? How can we queer homophilic tendencies within digital cultures?

Race After Technology

Author : Ruha Benjamin
Publisher : John Wiley & Sons
Page : 172 pages
File Size : 54,5 Mb
Release : 2019-07-09
Category : Social Science
ISBN : 9781509526437

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Race After Technology by Ruha Benjamin Pdf

From everyday apps to complex algorithms, Ruha Benjamin cuts through tech-industry hype to understand how emerging technologies can reinforce White supremacy and deepen social inequity. Benjamin argues that automation, far from being a sinister story of racist programmers scheming on the dark web, has the potential to hide, speed up, and deepen discrimination while appearing neutral and even benevolent when compared to the racism of a previous era. Presenting the concept of the “New Jim Code,” she shows how a range of discriminatory designs encode inequity by explicitly amplifying racial hierarchies; by ignoring but thereby replicating social divisions; or by aiming to fix racial bias but ultimately doing quite the opposite. Moreover, she makes a compelling case for race itself as a kind of technology, designed to stratify and sanctify social injustice in the architecture of everyday life. This illuminating guide provides conceptual tools for decoding tech promises with sociologically informed skepticism. In doing so, it challenges us to question not only the technologies we are sold but also the ones we ourselves manufacture. Visit the book's free Discussion Guide here.

White Bound

Author : Matthew Hughey
Publisher : Stanford University Press
Page : 296 pages
File Size : 50,9 Mb
Release : 2012-08-22
Category : Social Science
ISBN : 9780804783316

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White Bound by Matthew Hughey Pdf

Discussions of race are inevitably fraught with tension, both in opinion and positioning. Too frequently, debates are framed as clear points of opposition—us versus them. And when considering white racial identity, a split between progressive movements and a neoconservative backlash is all too frequently assumed. Taken at face value, it would seem that whites are splintering into antagonistic groups, with differing worldviews, values, and ideological stances. White Bound investigates these dividing lines, questioning the very notion of a fracturing whiteness, and in so doing offers a unique view of white racial identity. Matthew Hughey spent over a year attending the meetings, reading the literature, and interviewing members of two white organizations—a white nationalist group and a white antiracist group. Though he found immediate political differences, he observed surprising similarities. Both groups make meaning of whiteness through a reliance on similar racist and reactionary stories and worldviews. On the whole, this book puts abstract beliefs and theoretical projection about the supposed fracturing of whiteness into relief against the realities of two groups never before directly compared with this much breadth and depth. By examining the similarities and differences between seemingly antithetical white groups, we see not just the many ways of being white, but how these actors make meaning of whiteness in ways that collectively reproduce both white identity and, ultimately, white supremacy.

Emotions, Technology, and Design

Author : Sharon Tettegah,Safiya Noble
Publisher : Academic Press
Page : 269 pages
File Size : 51,5 Mb
Release : 2015-12-28
Category : Psychology
ISBN : 9780081007013

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Emotions, Technology, and Design by Sharon Tettegah,Safiya Noble Pdf

Emotional design explicitly addresses the emotional relationship between the objects and the subjects of design—in this book, the objects are technologies, and the subjects are technology users. The first section delves into the philosophy and theory of emotional design to provide a foundation for the rest of the book, which goes on to discuss emotional design principles, the design and use of emoticons, and then intelligent agents in a variety of settings. A conclusion chapter covers future research and directions. Emotions, Technology, and Design provides a thorough look at how technology design affects emotions and how to use that understanding to in practical applications. Discusses the role of culture, trust, and identity in empathetic technology Presents a framework for using sound to elicit positive emotional responses Details the emotional use of color in design Explores the use of emoticons, earcons, and tactons Addresses the emotional design specific to agent-based environments

Automating Inequality

Author : Virginia Eubanks
Publisher : St. Martin's Press
Page : 288 pages
File Size : 42,5 Mb
Release : 2018-01-23
Category : Social Science
ISBN : 9781466885967

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Automating Inequality by Virginia Eubanks Pdf

WINNER: The 2018 McGannon Center Book Prize and shortlisted for the Goddard Riverside Stephan Russo Book Prize for Social Justice The New York Times Book Review: "Riveting." Naomi Klein: "This book is downright scary." Ethan Zuckerman, MIT: "Should be required reading." Dorothy Roberts, author of Killing the Black Body: "A must-read." Astra Taylor, author of The People's Platform: "The single most important book about technology you will read this year." Cory Doctorow: "Indispensable." A powerful investigative look at data-based discrimination—and how technology affects civil and human rights and economic equity The State of Indiana denies one million applications for healthcare, foodstamps and cash benefits in three years—because a new computer system interprets any mistake as “failure to cooperate.” In Los Angeles, an algorithm calculates the comparative vulnerability of tens of thousands of homeless people in order to prioritize them for an inadequate pool of housing resources. In Pittsburgh, a child welfare agency uses a statistical model to try to predict which children might be future victims of abuse or neglect. Since the dawn of the digital age, decision-making in finance, employment, politics, health and human services has undergone revolutionary change. Today, automated systems—rather than humans—control which neighborhoods get policed, which families attain needed resources, and who is investigated for fraud. While we all live under this new regime of data, the most invasive and punitive systems are aimed at the poor. In Automating Inequality, Virginia Eubanks systematically investigates the impacts of data mining, policy algorithms, and predictive risk models on poor and working-class people in America. The book is full of heart-wrenching and eye-opening stories, from a woman in Indiana whose benefits are literally cut off as she lays dying to a family in Pennsylvania in daily fear of losing their daughter because they fit a certain statistical profile. The U.S. has always used its most cutting-edge science and technology to contain, investigate, discipline and punish the destitute. Like the county poorhouse and scientific charity before them, digital tracking and automated decision-making hide poverty from the middle-class public and give the nation the ethical distance it needs to make inhumane choices: which families get food and which starve, who has housing and who remains homeless, and which families are broken up by the state. In the process, they weaken democracy and betray our most cherished national values. This deeply researched and passionate book could not be more timely.

The Hollywood Jim Crow

Author : Maryann Erigha
Publisher : NYU Press
Page : 240 pages
File Size : 41,9 Mb
Release : 2019-02-05
Category : Social Science
ISBN : 9781479802319

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The Hollywood Jim Crow by Maryann Erigha Pdf

The story of racial hierarchy in the American film industry The #OscarsSoWhite campaign, and the content of the leaked Sony emails which revealed, among many other things, that a powerful Hollywood insider didn’t believe that Denzel Washington could “open” a western genre film, provide glaring evidence that the opportunities for people of color in Hollywood are limited. In The Hollywood Jim Crow, Maryann Erigha tells the story of inequality, looking at the practices and biases that limit the production and circulation of movies directed by racial minorities. She examines over 1,300 contemporary films, specifically focusing on directors, to show the key elements at work in maintaining “the Hollywood Jim Crow.” Unlike the Jim Crow era where ideas about innate racial inferiority and superiority were the grounds for segregation, Hollywood’s version tries to use economic and cultural explanations to justify the underrepresentation and stigmatization of Black filmmakers. Erigha exposes the key elements at work in maintaining Hollywood’s racial hierarchy, namely the relationship between genre and race, the ghettoization of Black directors to black films, and how Blackness is perceived by the Hollywood producers and studios who decide what gets made and who gets to make it. Erigha questions the notion that increased representation of African Americans behind the camera is the sole answer to the racial inequality gap. Instead, she suggests focusing on the obstacles to integration for African American film directors. Hollywood movies have an expansive reach and exert tremendous power in the national and global production, distribution, and exhibition of popular culture. The Hollywood Jim Crow fully dissects the racial inequality embedded in this industry, looking at alternative ways for African Americans to find success in Hollywood and suggesting how they can band together to forge their own career paths.

Seeing Like a Feminist

Author : Nivedita Menon
Publisher : Penguin UK
Page : 120 pages
File Size : 52,7 Mb
Release : 2012-12-01
Category : Literary Collections
ISBN : 9788184757705

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Seeing Like a Feminist by Nivedita Menon Pdf

THE WORLD THROUGH A FEMINIST LENS For Nivedita Menon, feminism is not about a moment of final triumph over patriarchy but about the gradual transformation of the social field so decisively that old markers shift forever. From sexual harassment charges against international figures to the challenge that caste politics poses to feminism, from the ban on the veil in France to the attempt to impose skirts on international women badminton players, from queer politics to domestic servants’ unions to the Pink Chaddi campaign, Menon deftly illustrates how feminism complicates the field irrevocably. Incisive, eclectic and politically engaged, Seeing like a Feminist is a bold and wide-ranging book that reorders contemporary society.

Calculating Race

Author : Benjamin Wiggins
Publisher : Oxford University Press, USA
Page : 157 pages
File Size : 40,8 Mb
Release : 2020
Category : History
ISBN : 9780197504000

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Calculating Race by Benjamin Wiggins Pdf

Racial Formation in the Risk Society -- Life -- Crime -- Home -- Proxies -- Sharing Risk Equitably.

What Algorithms Want

Author : Ed Finn
Publisher : MIT Press
Page : 267 pages
File Size : 53,8 Mb
Release : 2017-03-10
Category : Computers
ISBN : 9780262035927

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What Algorithms Want by Ed Finn Pdf

The gap between theoretical ideas and messy reality, as seen in Neal Stephenson, Adam Smith, and Star Trek. We depend on—we believe in—algorithms to help us get a ride, choose which book to buy, execute a mathematical proof. It's as if we think of code as a magic spell, an incantation to reveal what we need to know and even what we want. Humans have always believed that certain invocations—the marriage vow, the shaman's curse—do not merely describe the world but make it. Computation casts a cultural shadow that is shaped by this long tradition of magical thinking. In this book, Ed Finn considers how the algorithm—in practical terms, “a method for solving a problem”—has its roots not only in mathematical logic but also in cybernetics, philosophy, and magical thinking. Finn argues that the algorithm deploys concepts from the idealized space of computation in a messy reality, with unpredictable and sometimes fascinating results. Drawing on sources that range from Neal Stephenson's Snow Crash to Diderot's Encyclopédie, from Adam Smith to the Star Trek computer, Finn explores the gap between theoretical ideas and pragmatic instructions. He examines the development of intelligent assistants like Siri, the rise of algorithmic aesthetics at Netflix, Ian Bogost's satiric Facebook game Cow Clicker, and the revolutionary economics of Bitcoin. He describes Google's goal of anticipating our questions, Uber's cartoon maps and black box accounting, and what Facebook tells us about programmable value, among other things. If we want to understand the gap between abstraction and messy reality, Finn argues, we need to build a model of “algorithmic reading” and scholarship that attends to process, spearheading a new experimental humanities.

The Intersectional Internet

Author : Safiya Umoja Noble,Brendesha M. Tynes
Publisher : Digital Formations
Page : 0 pages
File Size : 54,9 Mb
Release : 2016
Category : Digital divide
ISBN : 1433130017

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The Intersectional Internet by Safiya Umoja Noble,Brendesha M. Tynes Pdf

This volume provides a means of foregrounding new questions, methods, and theories which can be applied to digital media, platforms, and infrastructures. These inquiries include, among others, how representation to hardware, software, computer code, and infrastructures might be implicated in global economic, political, and social systems of control.

The Googlization of Everything

Author : Siva Vaidhyanathan
Publisher : Univ of California Press
Page : 280 pages
File Size : 55,6 Mb
Release : 2012-03-13
Category : Social Science
ISBN : 9780520952454

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The Googlization of Everything by Siva Vaidhyanathan Pdf

In the beginning, the World Wide Web was exciting and open to the point of anarchy, a vast and intimidating repository of unindexed confusion. Into this creative chaos came Google with its dazzling mission—"To organize the world’s information and make it universally accessible"—and its much-quoted motto, "Don’t be evil." In this provocative book, Siva Vaidhyanathan examines the ways we have used and embraced Google—and the growing resistance to its expansion across the globe. He exposes the dark side of our Google fantasies, raising red flags about issues of intellectual property and the much-touted Google Book Search. He assesses Google’s global impact, particularly in China, and explains the insidious effect of Googlization on the way we think. Finally, Vaidhyanathan proposes the construction of an Internet ecosystem designed to benefit the whole world and keep one brilliant and powerful company from falling into the "evil" it pledged to avoid.

Algorithms and the End of Politics

Author : Timcke, Scott
Publisher : Bristol University Press
Page : 198 pages
File Size : 46,7 Mb
Release : 2021-02-15
Category : Social Science
ISBN : 9781529215311

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Algorithms and the End of Politics by Timcke, Scott Pdf

As the US contends with issues of populism and de-democratization, this timely study considers the impacts of digital technologies on the country’s politics and society. Timcke provides a Marxist analysis of the rise of digital media, social networks and technology giants like Amazon, Apple, Facebook and Microsoft. He looks at the impact of these new platforms and technologies on their users who have made them among the most valuable firms in the world. Offering bold new thinking across data politics and digital and economic sociology, this is a powerful demonstration of how algorithms have come to shape everyday life and political legitimacy in the US and beyond.

The Ethical Algorithm

Author : Michael Kearns,Aaron Roth
Publisher : Oxford University Press
Page : 288 pages
File Size : 51,9 Mb
Release : 2019-10-04
Category : Computers
ISBN : 9780190948214

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The Ethical Algorithm by Michael Kearns,Aaron Roth Pdf

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.