Ethical Reasoning In Big Data

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Ethical Reasoning In Big Data
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Author : Jeff Collmann
language : en
Publisher: Springer
Release Date : 2016-04-22
Ethical Reasoning In Big Data written by Jeff Collmann and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-22 with Computers categories.
This book springs from a multidisciplinary, multi-organizational, and multi-sector conversation about the privacy and ethical implications of research in human affairs using big data. The need to cultivate and enlist the public’s trust in the abilities of particular scientists and scientific institutions constitutes one of this book’s major themes. The advent of the Internet, the mass digitization of research information, and social media brought about, among many other things, the ability to harvest – sometimes implicitly – a wealth of human genomic, biological, behavioral, economic, political, and social data for the purposes of scientific research as well as commerce, government affairs, and social interaction. What type of ethical dilemmas did such changes generate? How should scientists collect, manipulate, and disseminate this information? The effects of this revolution and its ethical implications are wide-ranging. This book includes the opinions of myriad investigators, practitioners, and stakeholders in big data on human beings who also routinely reflect on the privacy and ethical issues of this phenomenon. Dedicated to the practice of ethical reasoning and reflection in action, the book offers a range of observations, lessons learned, reasoning tools, and suggestions for institutional practice to promote responsible big data research on human affairs. It caters to a broad audience of educators, researchers, and practitioners. Educators can use the volume in courses related to big data handling and processing. Researchers can use it for designing new methods of collecting, processing, and disseminating big data, whether in raw form or as analysis results. Lastly, practitioners can use it to steer future tools or procedures for handling big data. As this topic represents an area of great interest that still remains largely undeveloped, this book is sure to attract significant interest by filling an obvious gap in currently available literature.
The Ethics Of Biomedical Big Data
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Author : Brent Daniel Mittelstadt
language : en
Publisher: Springer
Release Date : 2016-08-03
The Ethics Of Biomedical Big Data written by Brent Daniel Mittelstadt and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-03 with Philosophy categories.
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.
Foundations Of Information Ethics
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Author : John T. F. Burgess
language : en
Publisher: American Library Association
Release Date : 2019-07-03
Foundations Of Information Ethics written by John T. F. Burgess and has been published by American Library Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-03 with Language Arts & Disciplines categories.
Foreword by Robert Hauptman As discussions about the roles played by information in economic, political, and social arenas continue to evolve, the need for an intellectual primer on information ethics that also functions as a solid working casebook for LIS students and professionals has never been more urgent. This text, written by a stellar group of ethics scholars and contributors from around the globe, expertly fills that need. Organized into twelve chapters, making it ideal for use by instructors, this volume from editors Burgess and Knox thoroughly covers principles and concepts in information ethics, as well as the history of ethics in the information professions; examines human rights, information access, privacy, discourse, intellectual property, censorship, data and cybersecurity ethics, intercultural information ethics, and global digital citizenship and responsibility; synthesizes the philosophical underpinnings of these key subjects with abundant primary source material to provide historical context along with timely and relevant case studies; features contributions from John M. Budd, Paul T. Jaeger, Rachel Fischer, Margaret Zimmerman, Kathrine A. Henderson, Peter Darch, Michael Zimmer, and Masooda Bashir, among others; and offers a special concluding chapter by Amelia Gibson that explores emerging issues in information ethics, including discussions ranging from the ethics of social media and social movements to AI decision making. This important survey will be a key text for LIS students and an essential reference work for practitioners.
The Big Data Agenda
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Author : Annika Richterich
language : en
Publisher: University of Westminster Press
Release Date : 2018-04-13
The Big Data Agenda written by Annika Richterich and has been published by University of Westminster Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-13 with Social Science categories.
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.
Journalism In An Era Of Big Data
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Author : Seth Lewis
language : en
Publisher: Routledge
Release Date : 2018-03-08
Journalism In An Era Of Big Data written by Seth Lewis and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-08 with Social Science categories.
Big data is marked by staggering growth in the collection and analysis of digital trace information regarding human and natural activity, bound up in and enabled by the rise of persistent connectivity, networked communication, smart machines, and the internet of things. In addition to their impact on technology and society, these developments have particular significance for the media industry and for journalism as a practice and a profession. These data-centric phenomena are, by some accounts, poised to greatly influence, if not transform, some of the most fundamental aspects of news and its production and distribution by humans and machines. What such changes actually mean for news, democracy, and public life, however, is far from certain. As such, there is a need for scholarly scrutiny and critique of this trend, and this volume thus explores a range of phenomena—from the use of algorithms in the newsroom, to the emergence of automated news stories—at the intersection between journalism and the social, computer, and information sciences. What are the implications of such developments for journalism’s professional norms, routines, and ethics? For its organizations, institutions, and economics? For its authority and expertise? And for the epistemology that underwrites journalism’s role as knowledge-producer and sense-maker in society? Altogether, this book offers a first step in understanding what big data means for journalism. This book was originally published as a special issue of Digital Journalism.
Ethical Practice Of Statistics And Data Science
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Author : Rochelle Tractenberg
language : en
Publisher: Ethics International Press
Release Date : 2023-11-25
Ethical Practice Of Statistics And Data Science written by Rochelle Tractenberg and has been published by Ethics International Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-25 with Language Arts & Disciplines categories.
Ethical Practice of Statistics and Data Science is intended to prepare people to fully assume their responsibilities to practice statistics and data science ethically. Aimed at early career professionals, practitioners, and mentors or supervisors of practitioners, the book supports the ethical practice of statistics and data science, with an emphasis on how to earn the designation of, and recognize, “the ethical practitioner”. The book features 47 case studies, each mapped to the Data Science Ethics Checklist (DSEC); Data Ethics Framework (DEFW); the American Statistical Association (ASA) Ethical Guidelines for Statistical Practice; and the Association of Computing Machinery (ACM) Code of Ethics. It is necessary reading for students enrolled in any data intensive program, including undergraduate or graduate degrees in (bio-)statistics, business/analytics, or data science. Managers, leaders, supervisors, and mentors who lead data-intensive teams in government, industry, or academia would also benefit greatly from this book. This is a companion volume to Ethical Reasoning For A Data-Centered World, also published by Ethics International Press (2022). These are the first and only books to be based on, and to provide guidance to, the ASA and ACM Ethical Guidelines/Code of Ethics.
Business Cases In Ethical Focus
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Author : Fritz Allhoff
language : en
Publisher: Broadview Press
Release Date : 2019-12-06
Business Cases In Ethical Focus written by Fritz Allhoff and has been published by Broadview Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-06 with Business & Economics categories.
Business Cases in Ethical Focus is a new collection of in-depth case studies from around the world, covering all major areas of business ethics. Cases address a broad range of topics such as the ethics of entrepreneurship and finance, the challenges that diversity raises for business, and whistleblowing. The cases are provocative yet complex, conveying the difficulty of moral dilemmas and the potential for reasonable disagreement.
Handbook Of Computational Social Science Volume 1
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Author : Uwe Engel
language : en
Publisher: Taylor & Francis
Release Date : 2021-11-10
Handbook Of Computational Social Science Volume 1 written by Uwe Engel and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-10 with Computers categories.
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This first volume focuses on the scope of computational social science, ethics, and case studies. It covers a range of key issues, including open science, formal modeling, and the social and behavioral sciences. This volume explores major debates, introduces digital trace data, reviews the changing survey landscape, and presents novel examples of computational social science research on sensing social interaction, social robots, bots, sentiment, manipulation, and extremism in social media. The volume not only makes major contributions to the consolidation of this growing research field but also encourages growth in new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientifi c and engineering sectors.
Education For The Professions In Times Of Change
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Author : Linda Clarke
language : en
Publisher: MDPI
Release Date : 2020-12-02
Education For The Professions In Times Of Change written by Linda Clarke and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-02 with Juvenile Nonfiction categories.
The eminent Harvard educationalist Howard Garner writes a preface to the Place Model within his Good Project Blog which provides a preface to this timely book. Professional is a slippery term, open to willful abuse, misuse and misunderstanding – as evidenced by the ways in which this chameleon term can be used as both a compliment and an insult. In this book academics from a range of professional fields deconstruct ‘professional’ and reimagine professionals in an age of rapid change where professionals are both increasingly in demand and frequently under threat. Several deploy the lens of Clarke’s Place Model to examine professions including teaching, midwifery, social work, journalism, and optometry. Some papers are empirical and some are based around using the Place Model as a thought experiment. All turn a critical eye on professionals and all find them to be, like all humans, neither devils nor divines (Maya Angelou), but at their best a combination of two indispensable characteristics, trustworthiness and expertise.
The Impact Of Artificial Intelligence On Governance Economics And Finance Volume I
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Author : Sezer Bozkuş Kahyaoğlu
language : en
Publisher: Springer Nature
Release Date : 2021-04-26
The Impact Of Artificial Intelligence On Governance Economics And Finance Volume I written by Sezer Bozkuş Kahyaoğlu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-26 with Business & Economics categories.
The book discusses the effects of artificial intelligence in terms of economics and finance. In particular, the book focuses on the effects of the change in the structure of financial markets, institutions and central banks, along with digitalization analyzed based on fintech ecosystems. In addition to finance sectors, other sectors, such as health, logistics, and industry 4.0, all of which are undergoing an artificial intelligence induced rapid transformation, are addressed in this book. Readers will receive an understanding of an integrated approach towards the use of artificial intelligence across various industries and disciplines with a vision to address the strategic issues and priorities in the dynamic business environment in order to facilitate decision-making processes. Economists, board members of central banks, bankers, financial analysts, regulatory authorities, accounting and finance professionals, chief executive officers, chief audit officers and chief financial officers, chief financial officers, as well as business and management academic researchers, will benefit from reading this book.