Ethical Data
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Data Ethics
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Author : Katherine O'Keefe
language : en
Publisher: Kogan Page Publishers
Release Date : 2023-06-03
Data Ethics written by Katherine O'Keefe and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-03 with Business & Economics categories.
Data-gathering technology is more sophisticated than ever, as are the ethical standards for using this data. This second edition shows how to navigate this complex environment. Data Ethics provides a practical framework for the implementation of ethical principles into information management systems. It shows how to assess the types of ethical dilemmas organizations might face as they become more data-driven. This fully updated edition includes guidance on sustainability and environmental management and on how ethical frameworks can be standardized across cultures that have conflicting values. There is also discussion of data colonialism, the challenge of ethical trade-offs with ad-tech and analytics such as Covid-19 tracking systems and case studies on Smart Cities and Demings Principles. As the pace of developments in data-processing technology continues to increase, it is vital to capitalize on the opportunities this affords while ensuring that ethical standards and ideals are not compromised. Written by internationally regarded experts in the field, Data Ethics is the essential guide for students and practitioners to optimizing ethical data standards in organizations.
Ethical Data And Information Management
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Author : Katherine O'Keefe
language : en
Publisher: Kogan Page Publishers
Release Date : 2018-05-03
Ethical Data And Information Management written by Katherine O'Keefe and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-03 with Business & Economics categories.
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.
97 Things About Ethics Everyone In Data Science Should Know
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Author : Bill Franks
language : en
Publisher: O'Reilly Media
Release Date : 2020-08-06
97 Things About Ethics Everyone In Data Science Should Know written by Bill Franks and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-06 with Computers categories.
Most of the high-profile cases of real or perceived unethical activity in data science arenâ??t matters of bad intent. Rather, they occur because the ethics simply arenâ??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 Conceptâ??Tim Wilson How to Approach Ethical Transparencyâ??Rado Kotorov Unbiased ≠ Fairâ??Doug Hague Rules and Rationalityâ??Christof Wolf Brenner The Truth About AI Biasâ??Cassie Kozyrkov Cautionary Ethics Talesâ??Sherrill Hayes Fairness in the Age of Algorithmsâ??Anna Jacobson The Ethical Data Storytellerâ??Brent Dykes Introducing Ethicizeâ?¢, the Fully AI-Driven Cloud-Based Ethics Solution!â??Brian Oâ??Neill Be Careful with "Decisions of the Heart"â??Hugh Watson Understanding Passive Versus Proactive Ethicsâ??Bill Schmarzo
Ethical Data Use
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Author : Elian Wildgrove
language : en
Publisher: Publifye AS
Release Date : 2025-02-26
Ethical Data Use written by Elian Wildgrove and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-26 with Political Science categories.
In an era dominated by data, "Ethical Data Use" delves into the critical intersection of politics and technology, offering a framework for responsible innovation. It tackles the pressing need for ethical guidelines in a world where data collection frequently surpasses both regulation and ethical considerations. The book focuses on key areas such as data gathering practices, informed consent, and ethical platform design, highlighting how biases can creep into algorithms and potentially violate individual privacy. The book argues that ethical data use isn't just about compliance; it's essential for building trustworthy technological systems. It begins by laying out the core concepts of data ethics, then explores challenges in data gathering and platform design, using case studies to illustrate ethical and unethical practices. By integrating ethical theory with practical guidance, "Ethical Data Use" provides actionable strategies for policymakers, technologists, and anyone interested in fostering a more ethical data ecosystem, emphasizing the importance of data governance.
The Data Of Ethics
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Author : Herbert Spencer
language : en
Publisher:
Release Date : 1879
The Data Of Ethics written by Herbert Spencer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1879 with Ethics categories.
Data Ethics
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Author : Ellen B. Mandinach
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2025-12-11
Data Ethics written by Ellen B. Mandinach and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-12-11 with Education categories.
Data Ethics: How Educators Can Use Data Effectively and Responsibly describes the concept of data ethics, which has become an increasingly important topic in education practice, in part due to the proliferation of diverse data sources and the growing complexity of students. It is important for educators to know how to use data both effectively and appropriately. Educators are often faced with accountability pressures that may cause them to make decisions that are sometime problematic. This book describes what data ethics are and how new technologies, especially those based on artificial intelligence can challenge the appropriate use of data. It provides authentic scenarios that university instructors, professional development providers, in-service trainers, and individuals can use to help educators better understand data ethics.
Ethical Data Mining Applications For Socio Economic Development
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Author : Rahman, Hakikur
language : en
Publisher: IGI Global
Release Date : 2013-05-31
Ethical Data Mining Applications For Socio Economic Development written by Rahman, Hakikur and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-31 with Computers categories.
"This book provides an overview of data mining techniques under an ethical lens, investigating developments in research best practices and examining experimental cases to identify potential ethical dilemmas in the information and communications technology sector"--Provided by publisher.
Ethics Of Data And Analytics
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Author : Kirsten Martin
language : en
Publisher: CRC Press
Release Date : 2022-05-12
Ethics Of Data And Analytics written by Kirsten Martin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-12 with Business & Economics categories.
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.
Ethical Data
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2024-12-14
Ethical Data written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-14 with Computers categories.
Discover the transformative power of data while navigating its ethical landscape in "Ethical Data." Whether you're a data enthusiast, a business professional, or someone intrigued by the promises and perils of data science, this comprehensive eBook is your gateway to understanding and implementing ethical data practices. Begin your journey with a thorough exploration of the ethical implications in the rapidly evolving field of data science. Gain clarity on why ethics must be at the forefront of data-driven decision-making. Delve into the vital principles of ethical data collection, learn about informed consent, and understand the significance of protecting privacy while avoiding bias in data sampling. Dive deeper into responsible data management with insights on data anonymization techniques and the development of robust data governance policies. Understand how to mitigate algorithmic bias, ensure fairness, and promote accountability within your data operations. "Ethical Data" sheds light on the critical aspects of data analysis, from ensuring transparency and interpretability in models to addressing ethical concerns in predictive analytics. With clear strategies and real-world case studies, the book provides practical guidance on implementing ethical frameworks in various organizational contexts. Navigate the ethical dimensions of AI and machine learning, explore transparency in data science practices, and discover best practices for responsible data sharing. Engaging case studies highlight both the triumphs and challenges organizations face in the ethical implementation of data science. With its forward-looking perspective, "Ethical Data" prepares you for the future, addressing emerging trends and specialized ethical challenges in fields like healthcare, finance, and government. By promoting a culture of ethics through training, awareness, and stakeholder engagement, this eBook empowers you to foster public trust and spearhead ethical innovations in your field. Step into the future of data science with confidence, equipped with the knowledge to bridge ethics and data effectively.
The Data Of Ethics
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Author : Herbert Spencer
language : en
Publisher:
Release Date : 1901
The Data Of Ethics written by Herbert Spencer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1901 with Ethics categories.