From Discriminating to Discrimination


Book Description

This book adopts a multidisciplinary approach to try to answer the question of how do we, as human beings, go from the socially neutral linguistic act of discriminating external stimuli to the socially loaded act of promoting social discrimination though language? This contributed volume brings together works presented at the international event “From Discriminating to Discrimination – The Influence of Language on Identity and Subjectivity”. This was an online event hosted and organized by the Brandenburg University of Technology (BTU), Germany, in partnership with São Paulo State University (UNESP), Brazil, that brought together lecturers from different universities around the world. During the event, linguists, psychologists, language teachers, social workers and pedagogues got together to discuss how discriminating can be recognized as a natural and important ability of the human being in the early stages of life and, after that, how to avoid discriminatory acts against others. The debates held online took into account the important and necessary dialogue between linguistics and other social sciences to discuss the role played by language as a form of building subjectivity and teaching practices that can contribute to minimize discrimination and promote integration and acceptance in a broad sense, understanding the preponderant role of language in recognizing what is different (discriminating), without diminishing or excluding it (discrimination). From Discriminating to Discrimination: The Influence of Language on Identity and Subjectivity will help linguists, psychologists, educators, social workers and a broad range of social scientists working with cognitive, linguistic and educational studies understand the path taken by differentiation, from the beginning of the child's language development – when discrimination (of sounds, gestures, etc.) is essential for the acquisition of language to occur –, until the moment when differentiation, discrimination, ceases to be an essential factor and becomes a means of social segregation.







Discriminating Data


Book Description

How big data and machine learning encode discrimination and create agitated clusters of comforting rage. In Discriminating Data, Wendy Hui Kyong Chun reveals how polarization is a goal—not an error—within big data and machine learning. These methods, she argues, encode segregation, eugenics, and identity politics through their default assumptions and conditions. Correlation, which grounds big data’s predictive potential, stems from twentieth-century eugenic attempts to “breed” a better future. Recommender systems foster angry clusters of sameness through homophily. Users are “trained” to become authentically predictable via a politics and technology of recognition. Machine learning and data analytics thus seek to disrupt the future by making disruption impossible. Chun, who has a background in systems design engineering as well as media studies and cultural theory, explains that although machine learning algorithms may not officially include race as a category, they embed whiteness as a default. Facial recognition technology, for example, relies on the faces of Hollywood celebrities and university undergraduates—groups not famous for their diversity. Homophily emerged as a concept to describe white U.S. resident attitudes to living in biracial yet segregated public housing. Predictive policing technology deploys models trained on studies of predominantly underserved neighborhoods. Trained on selected and often discriminatory or dirty data, these algorithms are only validated if they mirror this data. How can we release ourselves from the vice-like grip of discriminatory data? Chun calls for alternative algorithms, defaults, and interdisciplinary coalitions in order to desegregate networks and foster a more democratic big data.




Dispossession


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.




Algorithms of Oppression


Book Description

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




Discrimination by Default


Book Description

Drawing on social psychology to detail three ways in which unconscious assumptions can lead to discrimination, this book demonstrates how these dynamics interact in medical care to produce an invisible, self-fulfilling, and self-perpetuating prophecy of racial disparity.




Discrimination and Disparities


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.




The Economics of Discrimination


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




Discrimination at Work


Book Description

Consists of interviews with American professors.




Million Dollar Outlines


Book Description

Discover the secrets to crafting a successful novel in this guide by a master writer & instructor and New York Times–bestselling author. Bestselling author David Farland taught dozens of writers who went on to staggering literary success, including such #1 New York Times Bestsellers as Brandon Mull (Fablehaven), Brandon Sanderson (Wheel of Time), James Dashner (The Maze Runner) and Stephenie Mayer (Twilight). In this book, Dave teaches how to analyze an audience and outline a novel to appeal to a wide readership. The secrets found in his unconventional approach will help you understand why so many of his authors went on to prominence. Hailed as “the wizard of storytelling,” Dave was an award-winning, international best-selling author with more than fifty novels in print, and a tireless mentor and instructor of new writers. His book Million Dollar Outlines is a seminal work teaching authors how to create a blueprint for a novel that can lead to bestseller success.