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Author: Luis Ernst Publisher: diplom.de ISBN: 3961164827 Category : Languages : en Pages : 31
Book Description
In the 19th century, those controlling the steel industry amassed considerable fortunes. Subsequently, the 20th century witnessed oil as the principal resource for accumulating wealth. Presently, data, often referred to as the new oil, are among the most valuable assets. Seven of the world’s leading corporations, as measured by market value, were involved in data and artificial intelligence (AI) towards the end of 2019. This growth in Big Data and AI has spurred the fourth industrial revolution. Within this thesis, AI refers to the capacity of machines to execute tasks autonomously, based on algorithms, whilst adaptively responding to unfamiliar circumstances. As such, the thesis examines methods that empower computers to tackle problems that necessitate intelligence when resolved by humans. AI encompasses the study of intelligent problem-solving behaviour and the development of intelligent computer systems. Additionally, the emphasis here is placed on data-driven AI instead of rule-based AI. The central issue addressed in this thesis pertains to the discrimination faced by People of Colour (PoC), exacerbated by healthcare AI and algorithms. As detailed in the subsequent chapter, research has demonstrated that PoC are treated differently by medical technology; discrimination based on the algorithmic use of ethnic factors is a pervasive problem in hospitals.
Author: Luis Ernst Publisher: diplom.de ISBN: 3961164827 Category : Languages : en Pages : 31
Book Description
In the 19th century, those controlling the steel industry amassed considerable fortunes. Subsequently, the 20th century witnessed oil as the principal resource for accumulating wealth. Presently, data, often referred to as the new oil, are among the most valuable assets. Seven of the world’s leading corporations, as measured by market value, were involved in data and artificial intelligence (AI) towards the end of 2019. This growth in Big Data and AI has spurred the fourth industrial revolution. Within this thesis, AI refers to the capacity of machines to execute tasks autonomously, based on algorithms, whilst adaptively responding to unfamiliar circumstances. As such, the thesis examines methods that empower computers to tackle problems that necessitate intelligence when resolved by humans. AI encompasses the study of intelligent problem-solving behaviour and the development of intelligent computer systems. Additionally, the emphasis here is placed on data-driven AI instead of rule-based AI. The central issue addressed in this thesis pertains to the discrimination faced by People of Colour (PoC), exacerbated by healthcare AI and algorithms. As detailed in the subsequent chapter, research has demonstrated that PoC are treated differently by medical technology; discrimination based on the algorithmic use of ethnic factors is a pervasive problem in hospitals.
Author: Ruha Benjamin Publisher: John Wiley & Sons ISBN: 1509526439 Category : Social Science Languages : en Pages : 172
Book Description
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: www.dropbox.com
Author: Safiya Umoja Noble Publisher: NYU Press ISBN: 1479837245 Category : Computers Languages : en Pages : 245
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
Author: World Intellectual Property Organization Publisher: WIPO ISBN: 9280530070 Category : Law Languages : en Pages : 156
Book Description
The first report in a new flagship series, WIPO Technology Trends, aims to shed light on the trends in innovation in artificial intelligence since the field first developed in the 1950s.
Author: David D. Luxton Publisher: Academic Press ISBN: 0128007923 Category : Psychology Languages : en Pages : 309
Book Description
Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy. In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering. This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source. - Summarizes AI advances for use in mental health practice - Includes advances in AI based decision-making and consultation - Describes AI applications for assessment and treatment - Details AI advances in robots for clinical settings - Provides empirical data on clinical efficacy - Explores practical issues of use in clinical settings
Author: Virginia Dignum Publisher: Springer Nature ISBN: 3030303713 Category : Computers Languages : en Pages : 133
Book Description
In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.
Author: UNESCO International Centre for Technical and Vocational Education and Training Publisher: UNESCO Publishing ISBN: 9231004468 Category : Political Science Languages : en Pages : 56
Author: Michael Kearns Publisher: ISBN: 0190948205 Category : Business & Economics Languages : en Pages : 229
Book Description
Algorithms have made our lives more efficient and entertaining--but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.
Author: Morgan M. Medlock Publisher: Springer ISBN: 3319901974 Category : Medical Languages : en Pages : 264
Book Description
This book addresses the unique sociocultural and historical systems of oppression that have alienated African-American and other racial minority patients within the mental healthcare system. This text aims to build a novel didactic curriculum addressing racism, justice, and community mental health as these issues intersect clinical practice. Unlike any other resource, this guide moves beyond an exploration of the problem of racism and its detrimental effects, to a practical, solution-oriented discussion of how to understand and approach the mental health consequences with a lens and sensitivity for contemporary justice issues. After establishing the historical context of racism within organized medicine and psychiatry, the text boldly examines contemporary issues, including clinical biases in diagnosis and treatment, addiction and incarceration, and perspectives on providing psychotherapy to racial minorities. The text concludes with chapters covering training and medical education within this sphere, approaches to supporting patients coping with racism and discrimination, and strategies for changing institutional practices in mental healthcare. Written by thought leaders in the field, Racism and Psychiatry is the only current tool for psychiatrists, psychologists, administrators, educators, medical students, social workers, and all clinicians working to treat patients dealing with issues of racism at the point of mental healthcare.
Author: Luis Ernst
Author: Luis Ernst
Author: Ruha Benjamin
Author: Safiya Umoja Noble
Author: Barry R. Furrow
Author: World Intellectual Property Organization
Author: David D. Luxton
Author: Virginia Dignum
Author: UNESCO International Centre for Technical and Vocational Education and Training
Author: Michael Kearns
Author: Morgan M. Medlock