Author : Gry Hasselbalch
Publisher : Unknown
Page : 202 pages
File Size : 47,9 Mb
Release : 2016
Category : Electronic
ISBN : 877192017X
Data Ethics
Gry Hasselbalch
Data Ethics
Data Ethics Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Data Ethics book. This book definitely worth reading, it is an incredibly well-written.
Ethical Data and Information Management
Katherine O'Keefe,Daragh O Brien
Author : Katherine O'Keefe,Daragh O Brien
Publisher : Kogan Page Publishers
Page : 345 pages
File Size : 44,5 Mb
Release : 2018-05-03
Category : Business & Economics
ISBN : 9780749482053
Ethical Data and Information Management by Katherine O'Keefe,Daragh O Brien Pdf
Information and how we manage, process and govern it is becoming increasingly important as organizations ride the wave of the big data revolution. Ethical Data and Information Management offers a practical guide for people in organizations who are tasked with implementing information management projects. It sets out, in a clear and structured way, the fundamentals of ethics, and provides practical and pragmatic methods for organizations to embed ethical principles and practices into their management and governance of information. Written by global experts in the field, Ethical Data and Information Management is an important book addressing a topic high on the information management agenda. Key coverage includes how to build ethical checks and balances into data governance decision making; using quality management methods to assess and evaluate the ethical nature of processing during design; change methods to communicate ethical values; how to avoid common problems that affect ethical action; and how to make the business case for ethical behaviours.
Ethics and Data Science
Mike Loukides,Hilary Mason,DJ Patil
Author : Mike Loukides,Hilary Mason,DJ Patil
Publisher : "O'Reilly Media, Inc."
Page : 37 pages
File Size : 43,8 Mb
Release : 2018-07-25
Category : Computers
ISBN : 9781492078210
Ethics and Data Science by Mike Loukides,Hilary Mason,DJ Patil Pdf
As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day. To help you consider all of possible ramifications of your work on data projects, this report includes: A sample checklist that you can adapt for your own procedures Five framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequences Suggestions for building ethics into your data-driven culture Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.
Ethics in Linked Data
Kathleen Burlingame,Alexandra Provo,Brian M. Watson
Author : Kathleen Burlingame,Alexandra Provo,Brian M. Watson
Publisher : Library Juice Press
Page : 0 pages
File Size : 50,8 Mb
Release : 2022-12
Category : Electronic
ISBN : 1634001338
Ethics in Linked Data by Kathleen Burlingame,Alexandra Provo,Brian M. Watson Pdf
Ethics of Big Data
Kord Davis
Author : Kord Davis
Publisher : "O'Reilly Media, Inc."
Page : 80 pages
File Size : 40,9 Mb
Release : 2012-09-13
Category : Computers
ISBN : 9781449357498
Ethics of Big Data by Kord Davis Pdf
What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and productive ethical inquiry into your current data practices. Both individuals and organizations have legitimate interests in understanding how data is handled. Your use of data can directly affect brand quality and revenue—as Target, Apple, Netflix, and dozens of other companies have discovered. With this book, you’ll learn how to align your actions with explicit company values and preserve the trust of customers, partners, and stakeholders. Review your data-handling practices and examine whether they reflect core organizational values Express coherent and consistent positions on your organization’s use of big data Define tactical plans to close gaps between values and practices—and discover how to maintain alignment as conditions change over time Maintain a balance between the benefits of innovation and the risks of unintended consequences
The Big Data Agenda
Annika Richterich
Author : Annika Richterich
Publisher : University of Westminster Press
Page : 156 pages
File Size : 47,5 Mb
Release : 2018-04-13
Category : Social Science
ISBN : 9781911534730
The Big Data Agenda by Annika Richterich Pdf
This book highlights that the capacity for gathering, analysing, and utilising vast amounts of digital (user) data raises significant ethical issues. Annika Richterich provides a systematic contemporary overview of the field of critical data studies that reflects on practices of digital data collection and analysis. The book assesses in detail one big data research area: biomedical studies, focused on epidemiological surveillance. Specific case studies explore how big data have been used in academic work. The Big Data Agenda concludes that the use of big data in research urgently needs to be considered from the vantage point of ethics and social justice. Drawing upon discourse ethics and critical data studies, Richterich argues that entanglements between big data research and technology/ internet corporations have emerged. In consequence, more opportunities for discussing and negotiating emerging research practices and their implications for societal values are needed.
Data Ethics of Power
Hasselbalch, Gry
Author : Hasselbalch, Gry
Publisher : Edward Elgar Publishing
Page : 208 pages
File Size : 41,6 Mb
Release : 2021-12-09
Category : Political Science
ISBN : 9781802203110
Data Ethics of Power by Hasselbalch, Gry Pdf
Data Ethics of Power takes a reflective and fresh look at the ethical implications of transforming everyday life and the world through the effortless, costless, and seamless accumulation of extra layers of data. By shedding light on the constant tensions that exist between ethical principles and the interests invested in this socio-technical transformation, the book bridges the theory and practice divide in the study of the power dynamics that underpin these processes of the digitalization of the world.
Data Science Ethics
David Martens
Author : David Martens
Publisher : Oxford University Press
Page : 273 pages
File Size : 43,8 Mb
Release : 2022-03-24
Category : MATHEMATICS
ISBN : 9780192847263
Data Science Ethics by David Martens Pdf
Data science ethics is all about what is right and wrong when conducting data science. Data science has so far been primarily used for positive outcomes for businesses and society. However, just as with any technology, data science has also come with some negative consequences: an increase of privacy invasion, data-driven discrimination against sensitive groups, and decision making by complex models without explanations. While data scientists and business managers are not inherently unethical, they are not trained to weigh the ethical considerations that come from their work - Data Science Ethics addresses this increasingly significant gap and highlights different concepts and techniques that aid understanding, ranging from k-anonymity and differential privacy to homomorphic encryption and zero-knowledge proofs to address privacy concerns, techniques to remove discrimination against sensitive groups, and various explainable AI techniques. Real-life cautionary tales further illustrate the importance and potential impact of data science ethics, including tales of racist bots, search censoring, government backdoors, and face recognition. The book is punctuated with structured exercises that provide hypothetical scenarios and ethical dilemmas for reflection that teach readers how to balance the ethical concerns and the utility of data.
97 Things About Ethics Everyone in Data Science Should Know
Bill Franks
Author : Bill Franks
Publisher : O'Reilly Media
Page : 347 pages
File Size : 45,9 Mb
Release : 2020-08-06
Category : Computers
ISBN : 9781492072638
97 Things About Ethics Everyone in Data Science Should Know by Bill Franks Pdf
Most of the high-profile cases of real or perceived unethical activity in data science aren’t matters of bad intent. Rather, they occur because the ethics simply aren’t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult. In this in-depth book, contributors from top companies in technology, finance, and other industries share experiences and lessons learned from collecting, managing, and analyzing data ethically. Data science professionals, managers, and tech leaders will gain a better understanding of ethics through powerful, real-world best practices. Articles include: Ethics Is Not a Binary Concept—Tim Wilson How to Approach Ethical Transparency—Rado Kotorov Unbiased ≠ Fair—Doug Hague Rules and Rationality—Christof Wolf Brenner The Truth About AI Bias—Cassie Kozyrkov Cautionary Ethics Tales—Sherrill Hayes Fairness in the Age of Algorithms—Anna Jacobson The Ethical Data Storyteller—Brent Dykes Introducing Ethicize™, the Fully AI-Driven Cloud-Based Ethics Solution!—Brian O’Neill Be Careful with "Decisions of the Heart"—Hugh Watson Understanding Passive Versus Proactive Ethics—Bill Schmarzo
The Ethics of Medical Data Donation
Luciano Floridi,Jenny Krutzinna
Author : Luciano Floridi,Jenny Krutzinna
Publisher : Unknown
Page : 198 pages
File Size : 43,7 Mb
Release : 2020-10-08
Category : Medical
ISBN : 1013273508
The Ethics of Medical Data Donation by Luciano Floridi,Jenny Krutzinna Pdf
This open access book presents an ethical approach to utilizing personal medical data. It features essays that combine academic argument with practical application of ethical principles. The contributors are experts in ethics and law. They address the challenges in the re-use of medical data of the deceased on a voluntary basis. This pioneering study looks at the many factors involved when individuals and organizations wish to share information for research, policy-making, and humanitarian purposes. Today, it is easy to donate blood or even organs, but it is virtually impossible to donate one's own medical data. This is seen as ethically unacceptable. Yet, data donation can greatly benefit the welfare of our societies. This collection provides timely interdisciplinary research on biomedical big data. Topics include the ethics of data donation, the legal and regulatory challenges, and the current and future collaborations. Readers will learn about the ethical and regulatory challenges associated with medical data donations. They will also better understand the special nature of using deceased data for research purposes with regard to ethical principles of autonomy, beneficence, and justice. In addition, the contributors identify the key governance issues of such a scheme. The essays also look at what we can learn in terms of best practice from existing medical data schemes. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
The Data of Ethics
Herbert Spencer
Author : Herbert Spencer
Publisher : Unknown
Page : 320 pages
File Size : 49,6 Mb
Release : 1879
Category : Ethics
ISBN : HARVARD:AH5DUM
The Data of Ethics by Herbert Spencer Pdf
Data Feminism
Catherine D'Ignazio,Lauren F. Klein
Author : Catherine D'Ignazio,Lauren F. Klein
Publisher : MIT Press
Page : 328 pages
File Size : 52,5 Mb
Release : 2023-10-03
Category : Social Science
ISBN : 9780262547185
Data Feminism by Catherine D'Ignazio,Lauren F. Klein Pdf
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 Ethics of Biomedical Big Data
Brent Daniel Mittelstadt,Luciano Floridi
Author : Brent Daniel Mittelstadt,Luciano Floridi
Publisher : Springer
Page : 480 pages
File Size : 50,5 Mb
Release : 2016-08-03
Category : Philosophy
ISBN : 9783319335254
The Ethics of Biomedical Big Data by Brent Daniel Mittelstadt,Luciano Floridi Pdf
This book presents cutting edge research on the new ethical challenges posed by biomedical Big Data technologies and practices. ‘Biomedical Big Data’ refers to the analysis of aggregated, very large datasets to improve medical knowledge and clinical care. The book describes the ethical problems posed by aggregation of biomedical datasets and re-use/re-purposing of data, in areas such as privacy, consent, professionalism, power relationships, and ethical governance of Big Data platforms. Approaches and methods are discussed that can be used to address these problems to achieve the appropriate balance between the social goods of biomedical Big Data research and the safety and privacy of individuals. Seventeen original contributions analyse the ethical, social and related policy implications of the analysis and curation of biomedical Big Data, written by leading experts in the areas of biomedical research, medical and technology ethics, privacy, governance and data protection. The book advances our understanding of the ethical conundrums posed by biomedical Big Data, and shows how practitioners and policy-makers can address these issues going forward.
Ethics of Data and Analytics
Kirsten Martin
Author : Kirsten Martin
Publisher : CRC Press
Page : 492 pages
File Size : 53,6 Mb
Release : 2022-05-13
Category : Computers
ISBN : 9781000566260
Ethics of Data and Analytics by Kirsten Martin Pdf
The ethics of data and analytics, in many ways, is no different than any endeavor to find the "right" answer. When a business chooses a supplier, funds a new product, or hires an employee, managers are making decisions with moral implications. The decisions in business, like all decisions, have a moral component in that people can benefit or be harmed, rules are followed or broken, people are treated fairly or not, and rights are enabled or diminished. However, data analytics introduces wrinkles or moral hurdles in how to think about ethics. Questions of accountability, privacy, surveillance, bias, and power stretch standard tools to examine whether a decision is good, ethical, or just. Dealing with these questions requires different frameworks to understand what is wrong and what could be better. Ethics of Data and Analytics: Concepts and Cases does not search for a new, different answer or to ban all technology in favor of human decision-making. The text takes a more skeptical, ironic approach to current answers and concepts while identifying and having solidarity with others. Applying this to the endeavor to understand the ethics of data and analytics, the text emphasizes finding multiple ethical approaches as ways to engage with current problems to find better solutions rather than prioritizing one set of concepts or theories. The book works through cases to understand those marginalized by data analytics programs as well as those empowered by them. Three themes run throughout the book. First, data analytics programs are value-laden in that technologies create moral consequences, reinforce or undercut ethical principles, and enable or diminish rights and dignity. This places an additional focus on the role of developers in their incorporation of values in the design of data analytics programs. Second, design is critical. In the majority of the cases examined, the purpose is to improve the design and development of data analytics programs. Third, data analytics, artificial intelligence, and machine learning are about power. The discussion of power—who has it, who gets to keep it, and who is marginalized—weaves throughout the chapters, theories, and cases. In discussing ethical frameworks, the text focuses on critical theories that question power structures and default assumptions and seek to emancipate the marginalized.
The Ethical Use of Data in Education
Ellen Beth Mandinach,Edith S. Gummer
Author : Ellen Beth Mandinach,Edith S. Gummer
Publisher : Unknown
Page : 0 pages
File Size : 55,6 Mb
Release : 2022
Category : Data protection
ISBN : 1760942022