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Author: Clemens Apprich
Publisher: U of Minnesota Press
ISBN: 1452959277
Category : Social Science
Languages : en
Pages : 155
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Book Description
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?
Author: Clemens Apprich
Publisher: U of Minnesota Press
ISBN: 1452959277
Category : Social Science
Languages : en
Pages : 155
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Book Description
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?
Author: Gary S. Becker
Publisher: University of Chicago Press
ISBN: 0226041042
Category : Business & Economics
Languages : en
Pages : 178
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Book Description
This second edition of Gary S. Becker's The Economics of Discrimination has been expanded to include three further discussions of the problem and an entirely new introduction which considers the contributions made by others in recent years and some of the more important problems remaining. Mr. Becker's work confronts the economic effects of discrimination in the market place because of race, religion, sex, color, social class, personality, or other non-pecuniary considerations. He demonstrates that discrimination in the market place by any group reduces their own real incomes as well as those of the minority. The original edition of The Economics of Discrimination was warmly received by economists, sociologists, and psychologists alike for focusing the discerning eye of economic analysis upon a vital social problem—discrimination in the market place. "This is an unusual book; not only is it filled with ingenious theorizing but the implications of the theory are boldly confronted with facts. . . . The intimate relation of the theory and observation has resulted in a book of great vitality on a subject whose interest and importance are obvious."—M.W. Reder, American Economic Review "The author's solution to the problem of measuring the motive behind actual discrimination is something of a tour de force. . . . Sociologists in the field of race relations will wish to read this book."—Karl Schuessler, American Sociological Review
Author: Thomas Sowell
Publisher: Basic Books
ISBN: 1541617835
Category : Business & Economics
Languages : en
Pages : 218
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Book Description
An enlarged edition of Thomas Sowell's brilliant examination of the origins of economic disparities Economic and other outcomes differ vastly among individuals, groups, and nations. Many explanations have been offered for the differences. Some believe that those with less fortunate outcomes are victims of genetics. Others believe that those who are less fortunate are victims of the more fortunate. Discrimination and Disparities gathers a wide array of empirical evidence to challenge the idea that different economic outcomes can be explained by any one factor, be it discrimination, exploitation, or genetics. This revised and enlarged edition also analyzes the human consequences of the prevailing social vision of these disparities and the policies based on that vision--from educational disasters to widespread crime and violence.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309091268
Category : Social Science
Languages : en
Pages : 335
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Book Description
Many racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309165865
Category : Social Science
Languages : en
Pages : 184
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Book Description
As the population of older Americans grows, it is becoming more racially and ethnically diverse. Differences in health by racial and ethnic status could be increasingly consequential for health policy and programs. Such differences are not simply a matter of education or ability to pay for health care. For instance, Asian Americans and Hispanics appear to be in better health, on a number of indicators, than White Americans, despite, on average, lower socioeconomic status. The reasons are complex, including possible roles for such factors as selective migration, risk behaviors, exposure to various stressors, patient attitudes, and geographic variation in health care. This volume, produced by a multidisciplinary panel, considers such possible explanations for racial and ethnic health differentials within an integrated framework. It provides a concise summary of available research and lays out a research agenda to address the many uncertainties in current knowledge. It recommends, for instance, looking at health differentials across the life course and deciphering the links between factors presumably producing differentials and biopsychosocial mechanisms that lead to impaired health.
Author: Abigail Perdue
Publisher:
ISBN: 9781531002763
Category : Discrimination
Languages : en
Pages :
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Book Description
"America is undergoing an intense cultural evolution. Recently, race, sex, and other relations have been incredibly strained, and communities, both urban and rural, have experienced social turbulence, which at times, has erupted into violence. These issues are surfacing at campuses across America. But what underlying factors account for these recurring eruptions of prejudice, discrimination, violence, and hate? And perhaps more importantly, what, if anything, can we, as educators, do to prevent prejudice, promote empathy and understanding, and empower our students to compassionately and thoughtfully navigate these turbulent times? Grappling with these difficult but important questions inspired Exploring Diversity and Discrimination: Sex, Disability, and Genetic Information. The book aims to encourage educators to teach inclusive courses about diversity and discrimination at their respective institutions, and that these courses will provide opportunities for compassionate engagement and meaningful dialogue among people from different backgrounds. Although one book is certainly not an all-inclusive solution, it is a step in the right direction. After all, relations between different groups may continue to deteriorate unless we, as educators, provide more opportunities for meaningful, open, and honest dialogue about these issues and facilitate compassionate engagement with people who differ from us. Such exposure can foster empathy as can education and understanding. With this purpose in mind, the book explores the sociological underpinnings and legal regulation of diversity and discrimination in the United States, primarily through the lens of my areas of scholarly interest and practical expertise: sex discrimination, disability discrimination, and discrimination on the basis of genetic information"--
Author: Deborah Hellman
Publisher: Harvard University Press
ISBN: 0674060296
Category : Law
Languages : en
Pages : 217
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Book Description
A law requires black bus passengers to sit in the back of the bus. The U.S. Food and Drug Administration approves a drug for use by black heart failure patients. A state refuses to license drivers under age 16. A company avoids hiring women between the ages of 20 and 40. We routinely draw distinctions among people on the basis of characteristics that they possess or lack. While some distinctions are benign, many are morally troubling. In this boldly conceived book, Deborah Hellman develops a much-needed general theory of discrimination. She demonstrates that many familiar ideas about when discrimination is wrongÑwhen it is motivated by prejudice, grounded in stereotypes, or simply departs from merit-based decision-makingÑwonÕt adequately explain our widely shared intuitions. Hellman argues that, in the end, distinguishing among people on the basis of traits is wrong when it demeans any of the people affected. She deftly explores the question of how we determine what is in fact demeaning. Claims of wrongful discrimination are among the most common moral claims asserted in public and private life. Yet the roots of these claims are often left unanalyzed. When Is Discrimination Wrong? explores what it means to treat people as equals and thus takes up a central problem of democracy.
Author: Pete Daniel
Publisher: UNC Press Books
ISBN: 1469602024
Category : Social Science
Languages : en
Pages : 351
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Book Description
Between 1940 and 1974, the number of African American farmers fell from 681,790 to just 45,594--a drop of 93 percent. In his hard-hitting book, historian Pete Daniel analyzes this decline and chronicles black farmers' fierce struggles to remain on the land in the face of discrimination by bureaucrats in the U.S. Department of Agriculture. He exposes the shameful fact that at the very moment civil rights laws promised to end discrimination, hundreds of thousands of black farmers lost their hold on the land as they were denied loans, information, and access to the programs essential to survival in a capital-intensive farm structure. More than a matter of neglect of these farmers and their rights, this "passive nullification" consisted of a blizzard of bureaucratic obfuscation, blatant acts of discrimination and cronyism, violence, and intimidation. Dispossession recovers a lost chapter of the black experience in the American South, presenting a counternarrative to the conventional story of the progress achieved by the civil rights movement.
Author: Paul Harpur
Publisher: Cambridge University Press
ISBN: 1108210570
Category : Political Science
Languages : en
Pages : 363
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Book Description
While equality laws operate to enable access to information, these laws have limited power over the overriding impact of market forces and copyright laws that focus on restricting access to information. Technology now creates opportunities for everyone in the world, regardless of their abilities or disabilities, to be able to access the written word – yet the print disabled are denied reading equality, and have their access to information limited by laws protecting the mainstream use and consumption of information. The Convention on the Rights of Persons with Disabilities and the World Intellectual Property Organization's Marrakesh Treaty have swept in a new legal paradigm. This book contributes to disability rights scholarship, and builds on ideas of digital equality and rights to access in its analysis of domestic disability anti-discrimination, civil rights, human rights, constitutional rights, copyright and other equality measures that promote and hinder reading equality.
Author: Scott Plous
Publisher: McGraw-Hill Humanities, Social Sciences & World Languages
ISBN:
Category : Family & Relationships
Languages : en
Pages : 632
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Book Description
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