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Ethernet-basierte Fahrzeugnetzwerkarchitekturen für zukünftige Echtzeitsysteme im Automobil

by Till Steinbach

Till Steinbach leistet einen Beitrag zum Design und zur Bewertung neuer Ethernet-basierter Fahrzeugnetzwerkarchitekturen. Er liefert Werkzeuge für die simulationsbasierte Analyse und Beurteilung von Netzwerkarchitekturen und evaluiert anhand konkreter Anwendungen und auf echten Verkehrsdaten aufbauender Szenarien mögliche Netzwerkdesigns und Konfigurationen. Dabei berücksichtigt der Autor auch den Übergang von Legacy-Technologien hin zu einem rein Echtzeit-Ethernet-basierten Fahrzeugnetzwerk. Auf Basis der aus analytischen Modellen sowie Simulationsstudien und einem realen Fahrzeugprototyp gewonnenen Erkenntnisse spricht er Designempfehlungen für die Entwicklung zukünftiger Ethernet-basierter Fahrzeugnetzwerke aus. Die Ergebnisse der Untersuchung führen zu Best Practices für zukünftige Backbone-Netzwerke im Automobil, in denen sich die erreichbaren Kennzahlen unter Einhaltung der Designempfehlungen um ein Vielfaches verbessern lassen.Der Autor Till Steinbach ist Teamleiter für Software Integration und Echtzeitsysteme bei einem mittelständischen Automobilzulieferer in Hamburg. Zuvor war er Doktorand in einer Kooperation der Carl von Ossietzky Universität Oldenburg und der HAW Hamburg. 2011 wurde er mit dem Hermann-Appel-Preis ausgezeichnet.

Ethernet Networking for the Small Office and Professional Home Office

by Jan L. Harrington

In a local area network (LAN) or intranet, there are many pieces of hardare trying to gain access to the network transmission media at the same time (i.e., phone lines, coax, wireless, etc.). However, a network cable or wireless transmission frequency can physically only allow one node to use it at a given time. Therefore, there must be some way to regulate which node has control of the medium (a media access control, or MAC, protocol). Ethernet is a MAC protocol; it is one way to regulate physical access to network tranmission media. Ethernet networking is used primarily by networks that are contained within a single physical location. If you need to design, install, and manage a network in such an envronment, i.e., home or small business office, then Ethernet Networking for the Small Office and Professional Home Office will give you an in-depth understanding of the technology involved in an Ethernet network. One of the major goals of this book is to demystify the jargon of networks so that the reader gains a working familiarity with common networking terminology and acronyms. In addition, this books explains not only how to choose and configure network hardware but also provides practical information about the types of network devices and software needed to make it all work. Tips and direction on how to manage an Ethernet network are also provided. This book therefore goes beyond the hardware aspects of Ethernet to look at the entire network from bottom to top, along with enough technical detail to enable the reader to make intelligent choices about what types of transmission media are used and the way in which the various parts of the network are interconnected.Explains how the Ethernet works, with emphasis on current technologies and emerging trends in gigabit and fast Ethernet, WiFi, routers, and security issuesTeaches how to design and select complementary components of Ethernet networks with a focus on home and small business applicationsDiscuses the various types of cables, software, and hardware involved in constructing, connecting, operating and monitoring Ethernet networks

Ethernet Networks: Design, Implementation, Operation, Management

by Gilbert Held

Ethernet Networks, Fourth Edition, provides everything you need to know to plan, implement, manage and upgrade Ethernet networks. * Improve your skills in employing Ethernet hubs, switches, and routers. * Learn how to set up and operate a wireless Local Area Network (LAN). * Discover how to extend a wired Ethernet via wireless LANs. * Understand cabling standards and the role of NEXT (Near End Crosstalk), FEXT (Far End Crosstalk) and other transmission parameters. * Profit from Gilbert Held's tips and tricks on enhancing security ... and much more. This indispensable resource features up-to-date coverage of: * Wireless Ethernet (IEEE802.11 standards) * 10Gbps Ethernet * Firewalls in both a wired and wireless environment * The operation of new versions of Windows(r) on Ethernet LANs * The use of LAN switches at and above layer 2 in the ISO reference model * Copper and fiber optic cable to transport high speed Ethernet Network planners, administrators, and system engineers working with Ethernet networks will find Ethernet Networks, Fourth Edition, an invaluable tool for implementing, updating, and managing their networks.

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

by Michael Kearns Aaron Roth

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.

The Ethical Algorithm: The Science of Socially Aware Algorithm Design

by Michael Kearns Aaron Roth

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.

Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging: 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings (Lecture Notes in Computer Science #13755)

by John S. H. Baxter Islem Rekik Roy Eagleson Luping Zhou Tanveer Syeda-Mahmood Hongzhi Wang Mustafa Hajij

This book constitutes the refereed joint proceedings of the 1st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12th International Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support (ML-CDS 2022) and the 2nd International Workshop on Topological Data Analysis for Biomedical Imaging (TDA4BiomedicalImaging 2022), held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, in September 2022.EPIMI includes five short papers about various humanistic aspects of medical image computing and computer-assisted interventions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The TDA papers focus on Topological Data Analysis: a collection of techniques and tools that have matured from an increasing interest in the role topology plays in machine learning and data science.

Ethical and Secure Computing: A Concise Module (Undergraduate Topics in Computer Science)

by Joseph Migga Kizza

This engaging textbook highlights the essential need for a strong ethical framework in our approach to computer, information and engineering science. Through thought-provoking questions and case studies, the reader is challenged to consider the deeper implications arising from the use of today’s rapidly-evolving computing technologies and ever-changing communication ecosystems.This updated second edition features new material on information security, intellectual property rights, the Internet of Things, and 5G technologies.Topics and features: introduces a philosophical framework and tools for understanding and analyzing computer ethics in personal, public, and professional spheres; describes the impact of computer technology on issues of security, privacy, anonymity, and civil liberties; examines intellectual property rights in the context of computing, including the risks and liabilities associated with software; discusses such key social issues in computing as the digital divide, employee monitoring in the workplace, and risks to physical and mental health; reviews the history of computer crime, and the threat of digitally facilitated bullying, harassment, and discrimination; considers the ethical challenges arising from online social networks, mobile telecommunications, virtual reality, the Internet of Things, and 5G technologies; includes learning objectives, discussion questions and exercises throughout the book.This concise and accessible work addresses the critical ethical and moral issues important to all designers and users of computer technologies. The text incorporates the latest curricula requirements for undergraduate courses in computer science, and offers invaluable insights into the social impact and legal challenges posed by the latest generation of computing devices and networks.

Ethical and Secure Computing: A Concise Module (Undergraduate Topics in Computer Science)

by Joseph Migga Kizza

This textbook highlights the essential need for a strong ethical framework in our approach to teaching of and working in computer, information and engineering sciences.Through thought-provoking questions and case studies, the reader is challenged to consider the deeper implications arising from the use of today’s rapidly evolving computing technologies and ever-changing communication ecosystems.This thoroughly revised and updated third edition features revised chapters with new and updated content and hardened the ethical framework. To cope with the rapidly changing computing and telecommunication ecosystem, a new chapter, Ethics and Social Responsibility in the Metaverse, has been added. The interface between our current universe and the evolving metaverse presents a security quagmire. The discussion throughout the book is candid and intended to ignite students’ and professionals’ interest and active participation in discussions of the issues we are facing now and those likely to emerge in the near future. Topics and features—including fully updated content:Introduces a philosophical framework and tools for understanding and analyzing computer ethics in personal, public, and professional spheresDescribes the impact of computer technology on issues of security, privacy, anonymity, and civil libertiesDiscusses the security and ethical quagmire in the platforms of the developing metaverse (NEW chapter)Examines intellectual property rights in the context of computing, including the risks and liabilities associated with softwareDiscusses such key social issues in computing as the digital divide, employee monitoring in the workplace, and risks to physical and mental healthReviews the history of computer crime, and the threat of digitally facilitated bullying, harassment, and discriminationConsiders the ethical challenges arising from online social networks, mobile telecommunication technologies, virtual reality, the Internet of Things and 5G technologiesIncludes learning objectives, discussion questions and exercises throughoutThis concise and accessible work addresses the critical ethical and moral issues important to all designers and users of computer technologies. The text incorporates the latest curricula requirements for undergraduate courses in computer science, as well as offers invaluable insights into the social impact and legal challenges posed by the latest generation of computing devices and networks.

Ethical and Social Issues in the Information Age (Undergraduate Texts in Computer Science)

by Joseph M. Kizza

An introduction to the social and policy issues which have arisen as a result of IT. Whilst it assumes a modest familiarity with computers, the book provides a guide to the issues suitable for undergraduates. In doing so, the author prompts students to consider questions such as: * How do morality and the law relate to each other? * What should be covered in a professional code of conduct for information technology professionals? * What are the ethical issues relating to copying software? * Is electronic monitoring o employees wrong? * What are the moral codes of cyberspace? Throughout, the book shows how in many ways the technological development is outpacing the ability of our legal systems, and how different paradigms applied to ethical questions often proffer conflicting conclusions. As a result, students will find this a thought-provoking and valuable survey of the new and difficult ethical questions posed by the Internet, artificial intelligence, and virtual reality.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph M. Kizza

This textbook provides an introduction to the social and policy issues which have arisen as a result of information technology. Whilst it assumes a modest familiarity with computers, its aim is to provide a guide to the issues suitable for undergraduates. In doing so, the author prompts the students to consider questions such as: "What are the moral codes of cyberspace?" Throughout, the book shows how in many ways the technological development is outpacing the ability of our legal systems to keep up, and how different paradigms applied to ethical questions may often offer conflicting conclusions. As a result students will find this to be a thought-provoking and valuable survey.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph Migga Kizza

This engaging and thought-provoking textbook examines the ethical, social, and policy challenges arising from our rapidly and continuously evolving computing technology, ranging from the Internet to the ubiquitous portable devices we use to access it. The text emphasizes the need for a strong ethical framework for all applications of computer science and engineering in our professional and personal life.This thoroughly revised and updated sixth edition features two new chapters covering online harassment and cyberbullying, and the complex issues introduced by the emergence of the Internet of Things (IoT).Topics and features: establishes a philosophical framework and analytical tools for discussing moral theories and problems in ethical relativism; offers pertinent discussions on privacy, surveillance, employee monitoring, biometrics, civil liberties, harassment, the digital divide, and discrimination; examines the ethical, cultural and economic realities of mobile telecommunications, computer social network ecosystems, and virtualization technology; reviews issues of property rights, responsibility and accountability relating to information technology and software; explores the evolution of electronic crime, network security, and computer forensics; introduces the new frontiers of ethics: virtual reality, artificial intelligence, and the Internet; discusses the security quagmire of the IoT, and the growing threat of bullying facilitated by electronic technology (NEW); provides exercises, objectives, and issues for discussion with every chapter.This extensive textbook/reference addresses the latest curricula requirements for understanding the cultural, social, legal, and ethical issues in computer science and related fields, and offers invaluable advice for industry professionals wishing to put such principles into practice.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph Migga Kizza

The frequency of new editions of this book is indicative of the rapid and trem- dous changes in the fields of computer and information sciences. First published in 1995, the book has rapidly gone through three editions already and now we are in the fourth. Over this period, we have become more dependent on computer and telecommunication technology than ever before and computer technology has become ubiquitous. Since I started writing on social computing, I have been ad- cating a time when we, as individuals and as nations, will become totally dependent on computing technology. That time is almost on us. Evidence of this is embodied in the rapid convergence of telecommunication, broadcasting, and computing devices; the miniaturization of these devices; and the ever increasing storage capacity , speed of computation, and ease of use. These qualities have been a big pulling force sucking in millions of new users every day, sometimes even those unwilling. Other appealing features of these devices are the increasing number of applications, apps, as they are increasingly becoming known, and being wireless and easily portable. Whether small or big, these new gizmos have become the c- terpiece of an individual’s social and economic activities and the main access point for all information. Individuals aside, computing technology has also become the engine that drives the nations’ strategic and security infrastructures that control power grids, gas and oil storage facilities, transportation, and all forms of national communication, including emergency services.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph Migga Kizza

This new edition provides an updated discussion on the ethical and social issues that continue to evolve as computing and information technologies proliferate. It surveys thought-provoking questions about the impact of technology. It shows how changes in information technology influence morality and the law and is a cogent analysis of civil liberties, harassment, and discrimination. In addition, the book explores techniques in electronic crime investigation. This new edition features three new chapters that cover computer network crimes, computer crime investigations, and biometrics.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph Migga Kizza

This textbook examines the ethical, social, and policy challenges arising from our rapidly and continuously evolving computing technology—ranging from the Internet, over to the cross-platforms consisting of ubiquitous portable and wearable devices to the eagerly anticipated metaverse—and how we can responsibly access and use these spaces. The text emphasizes the need for a strong ethical framework for all applications of computer science and engineering in our professional and personal life.This comprehensive seventh edition features thoroughly revised chapters with new and updated content, hardened by the bedrock ethical and moral values. Because of the rapidly changing computing and telecommunication ecosystem, a new chapter on Ethics and Social Responsibility in the Metaverse has been added. The interface between our current universe and the evolving metaverse presents a security quagmire. The discussion throughout the book is candid and intended to ignite students' interest and participation in class discussions and beyond. Topics and features:Establishes a philosophical framework and analytical tools for discussing moral theories and problems in ethical relativismOffers pertinent discussions on privacy, surveillance, employee monitoring, biometrics, civil liberties, harassment, the digital divide, and discriminationDiscusses the security and ethical quagmire in the platforms of the developing metaverseProvides exercises, objectives, and issues for discussion with every chapterExamines the ethical, cultural and economic realities of mobile telecommunications, computer social network ecosystems, and virtualization technologyReviews issues of property rights, responsibility and accountability relating to information technology and softwareExplores the evolution of electronic crime, network security, and computer forensicsIntroduces the new frontiers of ethics: virtual reality, artificial intelligence, and the InternetThis extensive textbook/reference addresses the latest curricula requirements for understanding the cultural, social, legal, and ethical issues in computer science and related fields, and offers invaluable advice for industry professionals wishing to put such principles into practice.

Ethical and Social Issues in the Information Age (Texts in Computer Science)

by Joseph Migga Kizza

This new edition examines the ethical, social, and policy challenges stemming from computing and telecommunication technology, and mobile information-enabling devices. Features: establishes a philosophical framework and analytical tools for discussing moral theories and problems in ethical relativism; offers pertinent discussions on privacy, surveillance, employee monitoring, biometrics, civil liberties, harassment, the digital divide, and discrimination; examines the new ethical, cultural and economic realities of computer social networks; reviews issues of property rights, responsibility and accountability relating to IT and software; discusses how virtualization technology informs ethical behavior; introduces the frontiers of ethics in VR, AI, and the Internet; surveys the social, moral and ethical value systems in mobile telecommunications; explores the evolution of electronic crime, network security, and computer forensics; provides exercises, objectives, and issues for discussion in every chapter.

Ethical Artificial Intelligence from Popular to Cognitive Science: Trust in the Age of Entanglement

by Jordan Richard Schoenherr

This book offers a unique interdisciplinary perspective on the ethics of 'artificial intelligence' – autonomous, intelligent, (and connected) systems, or AISs, applying principles of social cognition to understand the social and ethical issues associated with the creation, adoption, and implementation of AISs.As humans become entangled in sociotechnical systems defined by human and artificial agents, there is a pressing need to understand how trust is created, used, and abused. Compounding the difficulty in answering these questions, stakeholders directly or indirectly affected by these systems differ in their motivations, understanding, and values. This volume provides a comprehensive resource to help stakeholders understand ethical issues of designing and implementing AISs using an ethical sensemaking approach. Starting with the general technical affordances of AIS, Dr. Jordan Richard Schoenherr considers the features of system design relating data integrity, selection and interpretation of algorithms, and the evolution processes that drive AISs innovation as a sociotechnological system. The poles of technophobia (algorithmic aversion) and technophilia (algorithmic preference) in the public perception of AISs are then described and considered against existing evidence, including issues ranging from the displacement and re-education needs of the human workforce, the impact of use of technology on interpersonal accord, and surveillance and cybersecurity. Ethical frameworks that provide tools for evaluating the values and outcomes of AISs are then reviewed, and how they can be aligned with ethical sensemaking processes identified by psychological science is explored. Finally, these disparate threads are brought together in a design framework.Also including sections on policies and guideline, gaming and social media, and Eastern philosophical frameworks, this is fascinating reading for students and academics in psychology, computer science, philosophy, and related areas, as well as professionals such as policy makers and those working with AI systems.

Ethical Artificial Intelligence from Popular to Cognitive Science: Trust in the Age of Entanglement

by Jordan Richard Schoenherr

This book offers a unique interdisciplinary perspective on the ethics of 'artificial intelligence' – autonomous, intelligent, (and connected) systems, or AISs, applying principles of social cognition to understand the social and ethical issues associated with the creation, adoption, and implementation of AISs.As humans become entangled in sociotechnical systems defined by human and artificial agents, there is a pressing need to understand how trust is created, used, and abused. Compounding the difficulty in answering these questions, stakeholders directly or indirectly affected by these systems differ in their motivations, understanding, and values. This volume provides a comprehensive resource to help stakeholders understand ethical issues of designing and implementing AISs using an ethical sensemaking approach. Starting with the general technical affordances of AIS, Dr. Jordan Richard Schoenherr considers the features of system design relating data integrity, selection and interpretation of algorithms, and the evolution processes that drive AISs innovation as a sociotechnological system. The poles of technophobia (algorithmic aversion) and technophilia (algorithmic preference) in the public perception of AISs are then described and considered against existing evidence, including issues ranging from the displacement and re-education needs of the human workforce, the impact of use of technology on interpersonal accord, and surveillance and cybersecurity. Ethical frameworks that provide tools for evaluating the values and outcomes of AISs are then reviewed, and how they can be aligned with ethical sensemaking processes identified by psychological science is explored. Finally, these disparate threads are brought together in a design framework.Also including sections on policies and guideline, gaming and social media, and Eastern philosophical frameworks, this is fascinating reading for students and academics in psychology, computer science, philosophy, and related areas, as well as professionals such as policy makers and those working with AI systems.

Ethical Considerations of Virtual Reality in the College Classroom: Cross-Disciplinary Case Studies of Immersive Technology Implementation

by Melody Bowdon Kevin Yee William Dorner

Ethical Considerations of Virtual Reality in the College Classroom collects case studies that address both pedagogical and ethical foundations of extended reality tools in postsecondary learning environments across disciplines. With today’s institutional programs and faculty leveraging cutting-edge virtual, augmented, and mixed reality opportunities to teach and promote achievement goals, it is imperative that new research into these technologies speaks directly to their challenges and affordances within broad academic settings. This book showcases real-world examples of faculty members who chronicle and develop their use of VR tools across learning contexts and student populations by creating their own digital experiences, adapting open-source tools, integrating commercial products, amplifying crucial course content, analyzing outcomes data, and more. Nontechnical readers will come away with a new understanding of key terms and concepts associated with virtual reality and essential heuristics for evaluating the ethical implications of immersive approaches.

Ethical Considerations of Virtual Reality in the College Classroom: Cross-Disciplinary Case Studies of Immersive Technology Implementation


Ethical Considerations of Virtual Reality in the College Classroom collects case studies that address both pedagogical and ethical foundations of extended reality tools in postsecondary learning environments across disciplines. With today’s institutional programs and faculty leveraging cutting-edge virtual, augmented, and mixed reality opportunities to teach and promote achievement goals, it is imperative that new research into these technologies speaks directly to their challenges and affordances within broad academic settings. This book showcases real-world examples of faculty members who chronicle and develop their use of VR tools across learning contexts and student populations by creating their own digital experiences, adapting open-source tools, integrating commercial products, amplifying crucial course content, analyzing outcomes data, and more. Nontechnical readers will come away with a new understanding of key terms and concepts associated with virtual reality and essential heuristics for evaluating the ethical implications of immersive approaches.

Ethical Data and Information Management: Concepts, Tools and Methods

by Katherine O'Keefe Daragh O Brien

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.

Ethical Data and Information Management: Concepts, Tools and Methods

by Katherine O'Keefe Daragh O Brien

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.

Ethical Data Science: Prediction in the Public Interest (Oxford Technology Law and Policy)

by Anne L. Washington

Can data science truly serve the public interest? Data-driven analysis shapes many interpersonal, consumer, and cultural experiences yet scientific solutions to social problems routinely stumble. All too often, predictions remain solely a technocratic instrument that sets financial interests against service to humanity. Amidst a growing movement to use science for positive change, Anne L. Washington offers a solution-oriented approach to the ethical challenges of data science. Ethical Data Science empowers those striving to create predictive data technologies that benefit more people. As one of the first books on public interest technology, it provides a starting point for anyone who wants human values to counterbalance the institutional incentives that drive computational prediction. It argues that data science prediction embeds administrative preferences that often ignore the disenfranchised. The book introduces the prediction supply chain to highlight moral questions alongside the interlocking legal and commercial interests influencing data science. Structured around a typical data science workflow, the book systematically outlines the potential for more nuanced approaches to transforming data into meaningful patterns. Drawing on arts and humanities methods, it encourages readers to think critically about the full human potential of data science step-by-step. Situating data science within multiple layers of effort exposes dependencies while also pinpointing opportunities for research ethics and policy interventions. This approachable process lays the foundation for broader conversations with a wide range of audiences. Practitioners, academics, students, policy makers, and legislators can all learn how to identify social dynamics in data trends, reflect on ethical questions, and deliberate over solutions. The book proves the limits of predictive technology controlled by the few and calls for more inclusive data science.

Ethical Data Science: Prediction in the Public Interest (Oxford Technology Law and Policy)

by Anne L. Washington

Can data science truly serve the public interest? Data-driven analysis shapes many interpersonal, consumer, and cultural experiences yet scientific solutions to social problems routinely stumble. All too often, predictions remain solely a technocratic instrument that sets financial interests against service to humanity. Amidst a growing movement to use science for positive change, Anne L. Washington offers a solution-oriented approach to the ethical challenges of data science. Ethical Data Science empowers those striving to create predictive data technologies that benefit more people. As one of the first books on public interest technology, it provides a starting point for anyone who wants human values to counterbalance the institutional incentives that drive computational prediction. It argues that data science prediction embeds administrative preferences that often ignore the disenfranchised. The book introduces the prediction supply chain to highlight moral questions alongside the interlocking legal and commercial interests influencing data science. Structured around a typical data science workflow, the book systematically outlines the potential for more nuanced approaches to transforming data into meaningful patterns. Drawing on arts and humanities methods, it encourages readers to think critically about the full human potential of data science step-by-step. Situating data science within multiple layers of effort exposes dependencies while also pinpointing opportunities for research ethics and policy interventions. This approachable process lays the foundation for broader conversations with a wide range of audiences. Practitioners, academics, students, policy makers, and legislators can all learn how to identify social dynamics in data trends, reflect on ethical questions, and deliberate over solutions. The book proves the limits of predictive technology controlled by the few and calls for more inclusive data science.

Ethical Digital Technology in Practice

by Simon Rogerson

This is an important book. Ethics is not an easy topic, and arguably the ethics of IT is less so—not leastdue to its potential for developing and evolving in ways that are either unforeseen or unimaginable . . . . Use this book as a practical resource, an informative and educational source of material in developing expertise, but also as an invaluable toolkit to support practical application of ethical thinking. —Declan Brady, President of the Irish Computer Society and a member of the Board of Directors of the Council of European Professional Informatics Societies Digital technology is about people. It is about those who plan, develop and implement applications which other people use and are affected by. It is about the impact on all these people as well as on the world at large. Ethical Digital Technology in Practice takes a real-world perspective to explore these impacts over time and discover ways in which to promote ethical digital technology through good practice. It draws upon the author’s published articles in trade magazines, professional journals and online blogs. These are synthesised into a blueprint which addresses, in a practical manner, the societal issues surrounding the increasing use and abuse of digital technology. It is a follow-up book to the author’s book The Evolving Landscape of Ethical Digital Technology, which has a researcher’s perspective. This book is a hands-on account of the computer revolution from 1995 to the current day when the world is increasingly dependent on digital technology. It explores some of the social and ethical issues that are part of this revolution. This is not a book about deep philosophical and technical concepts. Nor does it claim to be comprehensive. It is the author’s personal account of technological change and its effects on people. It is written by a boy who was smitten by computer technology at the age of 15, became a computer professional and subsequently spent many years showing young people how to develop and use digital technology in a good way. It is a book based upon the author’s engagement with practitioners, academics and students during the period as well as his continued fascination with this fantastic technology. Ethical Digital Technology in Practice is a book about the real world, of what has happened and what might happen as digital technology continues to pervade.

Ethical Digital Technology in Practice

by Simon Rogerson

This is an important book. Ethics is not an easy topic, and arguably the ethics of IT is less so—not leastdue to its potential for developing and evolving in ways that are either unforeseen or unimaginable . . . . Use this book as a practical resource, an informative and educational source of material in developing expertise, but also as an invaluable toolkit to support practical application of ethical thinking. —Declan Brady, President of the Irish Computer Society and a member of the Board of Directors of the Council of European Professional Informatics Societies Digital technology is about people. It is about those who plan, develop and implement applications which other people use and are affected by. It is about the impact on all these people as well as on the world at large. Ethical Digital Technology in Practice takes a real-world perspective to explore these impacts over time and discover ways in which to promote ethical digital technology through good practice. It draws upon the author’s published articles in trade magazines, professional journals and online blogs. These are synthesised into a blueprint which addresses, in a practical manner, the societal issues surrounding the increasing use and abuse of digital technology. It is a follow-up book to the author’s book The Evolving Landscape of Ethical Digital Technology, which has a researcher’s perspective. This book is a hands-on account of the computer revolution from 1995 to the current day when the world is increasingly dependent on digital technology. It explores some of the social and ethical issues that are part of this revolution. This is not a book about deep philosophical and technical concepts. Nor does it claim to be comprehensive. It is the author’s personal account of technological change and its effects on people. It is written by a boy who was smitten by computer technology at the age of 15, became a computer professional and subsequently spent many years showing young people how to develop and use digital technology in a good way. It is a book based upon the author’s engagement with practitioners, academics and students during the period as well as his continued fascination with this fantastic technology. Ethical Digital Technology in Practice is a book about the real world, of what has happened and what might happen as digital technology continues to pervade.

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