Sex and Gender Bias in Technology and Artificial Intelligence Book

Sex and Gender Bias in Technology and Artificial Intelligence

  • Author : Davide Cirillo
  • Publisher : Academic Press
  • Release Date : 2022-05-21
  • Genre: Medical
  • Pages : 278
  • ISBN 10 : 9780128213933

Sex and Gender Bias in Technology and Artificial Intelligence Excerpt :

Sex and Gender Bias in Technology and Artificial Intelligence: Biomedicine and Healthcare Applications details the integration of sex and gender as critical factors in innovative technologies (artificial intelligence, digital medicine, natural language processing, robotics) for biomedicine and healthcare applications. By systematically reviewing existing scientific literature, a multidisciplinary group of international experts analyze diverse aspects of the complex relationship between sex and gender, health and technology, providing a perspective overview of the pressing need of an ethically-informed science. The reader is guided through the latest implementations and insights in technological areas of accelerated growth, putting forward the neglected and overlooked aspects of sex and gender in biomedical research and healthcare solutions that leverage artificial intelligence, biosensors, and personalized medicine approaches to predict and prevent disease outcomes. The reader comes away with a critical understanding of this fundamental issue for the sake of better future technologies and more effective clinical approaches. First comprehensive title addressing the topic of sex and gender biases and artificial intelligence applications to biomedical research and healthcare Co-published by the Women’s Brain Project, a leading non-profit organization in this area Guides the reader through important topics like the Generation of Clinical Data, Clinical Trials, Big Data Analytics, Digital Biomarkers, Natural Language Processing

Data Feminism Book
Score: 5
From 1 Ratings

Data Feminism

  • Author : Catherine D'Ignazio
  • Publisher : MIT Press
  • Release Date : 2020-03-31
  • Genre: Social Science
  • Pages : 328
  • ISBN 10 : 9780262358538

Data Feminism Excerpt :

A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

The Oxford Handbook of Ethics of AI Book

The Oxford Handbook of Ethics of AI

  • Author : Markus Dirk Dubber
  • Publisher : Oxford Handbooks
  • Release Date : 2020
  • Genre: Business & Economics
  • Pages : 896
  • ISBN 10 : 9780190067397

The Oxford Handbook of Ethics of AI Excerpt :

This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.

Women in Artificial Intelligence  AI  Book

Women in Artificial Intelligence AI

  • Author : Karina Gibert
  • Publisher : Mdpi AG
  • Release Date : 2022-10-18
  • Genre: Technology & Engineering
  • Pages : 0
  • ISBN 10 : 3036555315

Women in Artificial Intelligence AI Excerpt :

This Special Issue, entitled "Women in Artificial Intelligence" includes 17 papers from leading women scientists. The papers cover a broad scope of research areas within Artificial Intelligence, including machine learning, perception, reasoning or planning, among others. The papers have applications to relevant fields, such as human health, finance, or education. It is worth noting that the Issue includes three papers that deal with different aspects of gender bias in Artificial Intelligence. All the papers have a woman as the first author. We can proudly say that these women are from countries worldwide, such as France, Czech Republic, United Kingdom, Australia, Bangladesh, Yemen, Romania, India, Cuba, Bangladesh and Spain. In conclusion, apart from its intrinsic scientific value as a Special Issue, combining interesting research works, this Special Issue intends to increase the invisibility of women in AI, showing where they are, what they do, and how they contribute to developments in Artificial Intelligence from their different places, positions, research branches and application fields. We planned to issue this book on the on Ada Lovelace Day (11/10/2022), a date internationally dedicated to the first computer programmer, a woman who had to fight the gender difficulties of her times, in the XIX century. We also thank the publisher for making this possible, thus allowing for this book to become a part of the international activities dedicated to celebrating the value of women in ICT all over the world. With this book, we want to pay homage to all the women that contributed over the years to the field of AI.

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society Book

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society

  • Author : Denis Dennehy
  • Publisher : Springer Nature
  • Release Date : 2021-08-25
  • Genre: Computers
  • Pages : 788
  • ISBN 10 : 9783030854478

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society Excerpt :

This volume constitutes the proceedings of the 20th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2021, held in Galway, Ireland, in September 2021.* The total of 57 full and 8 short papers presented in these volumes were carefully reviewed and selected from 141 submissions. The papers are organized in the following topical sections: AI for Digital Transformation and Public Good; AI & Analytics Decision Making; AI Philosophy, Ethics & Governance; Privacy & Transparency in a Digitized Society; Digital Enabled Sustainable Organizations and Societies; Digital Technologies and Organizational Capabilities; Digitized Supply Chains; Customer Behavior and E-business; Blockchain; Information Systems Development; Social Media & Analytics; and Teaching & Learning. *The conference was held virtually due to the COVID-19 pandemic.

AI and education Book

AI and education

  • Author : Miao, Fengchun
  • Publisher : UNESCO Publishing
  • Release Date : 2021-04-08
  • Genre: Political Science
  • Pages : 50
  • ISBN 10 : 9789231004476

AI and education Excerpt :

Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Artificial Intelligence in Healthcare Book

Artificial Intelligence in Healthcare

  • Author : Adam Bohr
  • Publisher : Academic Press
  • Release Date : 2020-06-21
  • Genre: Computers
  • Pages : 378
  • ISBN 10 : 9780128184394

Artificial Intelligence in Healthcare Excerpt :

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

The effects of AI on the working lives of women Book

The effects of AI on the working lives of women

  • Author : Collett, Clementine
  • Publisher : UNESCO Publishing
  • Release Date : 2022-03-08
  • Genre: Political Science
  • Pages : 81
  • ISBN 10 : 9789231005138

The effects of AI on the working lives of women Excerpt :

The development and use of Artificial Intelligence (AI) continue to expand opportunities for the achievement of the 17 United Nations Sustainable Development Goals (SDGs), including gender equality. Taking a closer look at the intersection of gender and technology, this collaboration between UNESCO, the Inter-American Development Bank (IDB) and the Organisation for Economic Co-operation and Development (OECD) examines the effects of AI on the working lives of women. This report describes the challenges and opportunities presented by the use of emerging technology such as AI from a gender perspective. The report highlights the need for more focus and research on the impacts of AI on women and the digital gender gap, in order to ensure that women are not left behind in the future of work.

The Routledge Handbook of Philosophy of Public Health Book

The Routledge Handbook of Philosophy of Public Health

  • Author : Sridhar Venkatapuram
  • Publisher : Taylor & Francis
  • Release Date : 2022-10-07
  • Genre: Philosophy
  • Pages : 547
  • ISBN 10 : 9781317382096

The Routledge Handbook of Philosophy of Public Health Excerpt :

In comparison to medicine, the professional field of public health is far less familiar. What is public health, and perhaps as importantly, what should public health be or become? How do causal concepts shape the public health agenda? How do study designs either promote or demote the environmental causal factors or health inequalities? How is risk understood, expressed, and communicated? Who is public health research centered on? How can we develop technologies so the benefits are more fairly distributed? Do people have a right to public health? How should we integrate ethics into public health practice? The Routledge Handbook of Philosophy of Public Health addresses these questions and more, and is the first collection of its kind. Comprising 26 chapters by an international and interdisciplinary team of contributors, the handbook is divided into four clear parts: Concepts and distinctions Reasons and actions Distribution and inequalities Rights and duties. The Routledge Handbook of Philosophy of Public Health is a field-defining and sustained reflection on the various ethical, political, methodological, and conceptual aspects of global public health. As such it is an essential reference source for students and scholars working in political philosophy, bioethics, public health ethics, and the philosophy of medicine, as well as for professionals and researchers in related fields such as public health, health economics, and epidemiology.

AI and Society Book

AI and Society

  • Author : Christo El Morr
  • Publisher : CRC Press
  • Release Date : 2022-12-08
  • Genre: Computers
  • Pages : 274
  • ISBN 10 : 9781000800333

AI and Society Excerpt :

AI's impact on human societies is and will be drastic in so many ways. AI is being adopted and implemented around the world, and government and universities are investing in AI studies, research, and development. However, very little research exists about the impact of AI on our lives. This book will address this gap; it will gather reflections from around the world to assess the impact of AI on different aspects of society as well as propose ways in which we can address this impact and the research agendas needed.

The Ethical Algorithm Book

The Ethical Algorithm

  • Author : Michael Kearns
  • Publisher : Oxford University Press
  • Release Date : 2019-10-04
  • Genre: Computers
  • Pages : 288
  • ISBN 10 : 9780190948221

The Ethical Algorithm Excerpt :

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.

Invisible Women Book
Score: 4.5
From 26 Ratings

Invisible Women

  • Author : Caroline Criado Perez
  • Publisher : Abrams
  • Release Date : 2019-03-12
  • Genre: Social Science
  • Pages : 432
  • ISBN 10 : 9781683353140

Invisible Women Excerpt :

Data is fundamental to the modern world. From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives. Celebrated feminist advocate Caroline Criado Perez investigates shocking root cause of gender inequality and research in Invisible Women†‹, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.

The Myth of Artificial Intelligence Book

The Myth of Artificial Intelligence

  • Author : Erik J. Larson
  • Publisher : Harvard University Press
  • Release Date : 2021-04-06
  • Genre: Computers
  • Pages : 321
  • ISBN 10 : 9780674983519

The Myth of Artificial Intelligence Excerpt :

“Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.

The Routledge Handbook of Feminist Bioethics Book

The Routledge Handbook of Feminist Bioethics

  • Author : Wendy A. Rogers
  • Publisher : Taylor & Francis
  • Release Date : 2022-07-28
  • Genre: Philosophy
  • Pages : 896
  • ISBN 10 : 9781000609165

The Routledge Handbook of Feminist Bioethics Excerpt :

The Routledge Handbook of Feminist Bioethics is an outstanding resource for anyone with an interest in feminist bioethics, with chapters covering topics from justice and power to the climate crisis. Comprising forty-two chapters by emerging and established scholars, the volume is divided into six parts: I Foundations of feminist bioethics II Identity and identifications III Science, technology and research IV Health and social care V Reproduction and making families VI Widening the scope of feminist bioethics The volume is essential reading for anyone with an interest in bioethics or feminist philosophy, and will prove an invaluable resource for scholars, teachers and advanced students Chapters 2, 22, and 30 of this book will soon be freely available as downloadable Open Access PDFs under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license at

Algorithmic Regulation Book

Algorithmic Regulation

  • Author : Karen Yeung
  • Publisher : Oxford University Press
  • Release Date : 2019-09-05
  • Genre: Law
  • Pages : 304
  • ISBN 10 : 9780192575449

Algorithmic Regulation Excerpt :

As the power and sophistication of of 'big data' and predictive analytics has continued to expand, so too has policy and public concern about the use of algorithms in contemporary life. This is hardly surprising given our increasing reliance on algorithms in daily life, touching policy sectors from healthcare, transport, finance, consumer retail, manufacturing education, and employment through to public service provision and the operation of the criminal justice system. This has prompted concerns about the need and importance of holding algorithmic power to account, yet it is far from clear that existing legal and other oversight mechanisms are up to the task. This collection of essays, edited by two leading regulatory governance scholars, offers a critical exploration of 'algorithmic regulation', understood both as a means for co-ordinating and regulating social action and decision-making, as well as the need for institutional mechanisms through which the power of algorithms and algorithmic systems might themselves be regulated. It offers a unique perspective that is likely to become a significant reference point for the ever-growing debates about the power of algorithms in daily life in the worlds of research, policy and practice. The range of contributors are drawn from a broad range of disciplinary perspectives including law, public administration, applied philosophy, data science and artificial intelligence. Taken together, they highlight the rise of algorithmic power, the potential benefits and risks associated with this power, the way in which Sheila Jasanoff's long-standing claim that 'technology is politics' has been thrown into sharp relief by the speed and scale at which algorithmic systems are proliferating, and the urgent need for wider public debate and engagement of their underlying values and value trade-offs, the way in which they affect individual and collective decision-making and action, and effective and legitimate mechanisms by and through whic