This ground-breaking and timely book explores how big data, artificial intelligence and algorithms are creating new types of agency, and the impact that this is having on our lives and the rule of law. Addressing the issues in a thoughtful, cross-disciplinary manner, the authors examine the ways in which data-driven agency is transforming democratic practices and the meaning of individual choice. Leading scholars in law, philosophy, computer science and politics analyse the latest innovations in data science and machine learning, assessing the actual and potential implications of these technologies. They investigate how this affects our understanding of such concepts as agency, epistemology, justice, transparency and democracy, and advocate a precautionary approach that takes the effects of data-driven agency seriously without taking it for granted. Scholars and students of law, ethics and philosophy, in particular legal, political and democratic theory, will find this book a compelling and invaluable read, as will computer scientists interested in the implications of their own work. It will also prove insightful for academics and activists working on privacy, fairness and anti-discrimination. Contributors include: J.E. Cohen, G. de Vries, S. Delacroix, P. Dumouchel, C. Ess, M. Garnett, E.H. Gerding, R. Gomer, C. Graber, M. Hildebrandt, C. Maple, K. O'Hara, P. Ohm, m.c. schraefel, D. Stevens, N. van Dijk, M. Veale

This ground-breaking and timely book explores how big data, artificial intelligence and algorithms are creating new types of agency, and the impact that this is having on our lives and the rule of law. Addressing the issues in a thoughtful, cross-disciplinary manner, the authors examine the ways in which data-driven agency is transforming democratic practices and the meaning of individual choice. Leading scholars in law, philosophy, computer science and politics analyse the latest innovations in data science and machine learning, assessing the actual and potential implications of these technologies. They investigate how this affects our understanding of such concepts as agency, epistemology, justice, transparency and democracy, and advocate a precautionary approach that takes the effects of data-driven agency seriously without taking it for granted. Scholars and students of law, ethics and philosophy, in particular legal, political and democratic theory, will find this book a compelling and invaluable read, as will computer scientists interested in the implications of their own work. It will also prove insightful for academics and activists working on privacy, fairness and anti-discrimination. Contributors include: J.E. Cohen, G. de Vries, S. Delacroix, P. Dumouchel, C. Ess, M. Garnett, E.H. Gerding, R. Gomer, C. Graber, M. Hildebrandt, C. Maple, K. O'Hara, P. Ohm, m.c. schraefel, D. Stevens, N. van Dijk, M. Veale

Privacy is one of the most contested concepts of our time. This book sets out a rigorous and comprehensive framework for understanding debates about privacy and our rights to it. Much of the conflict around privacy comes from a failure to recognise divergent perspectives. Some people argue about human rights, some about social conventions, others about individual preferences and still others about information and data processing. As a result, ‘privacy’ has become the focus of competing definitions, leading some to denounce the ‘disarray’ in the field. But as this book shows, disagreements about the role and value of privacy obscure a large amount of agreement on the topic. Privacy is not a technical term of law, cybersecurity or sociology, but a word in common use that adequately expresses a few simple and related ideas. -- .

This book presents the refereed proceedings of the 9th European Knowledge Acquisition Workshop, EKAW '96, held in Nottingham, UK, in May 1996.
The 23 revised full papers included address the most relevant theoretical and applicational aspects of knowledge acquisition with a certain emphasis on the acquisition of knowledge for the modelling or automation of complex problem-solving behaviour. The volume is organized in sections on theoretical and general issues, eliciting knowledge from textual or other sources, data-mining, group elicitation, and planning.

Author of Brave New World and The Doors of Perception, and inventor of the term 'psychedelic', Aldous Huxley was a global trend-setter ahead of his time. In this new biography Dr Kieron O'Hara explores the life of this great visionary, charting his transformation from society satirist to Californian guru-mystic through an insightful analysis of his life's work. Combining thoughtful biography, easy-to-use reading notes, and an insightful exploration of Huxley's continuing legacy, Huxley: A Beginner's Guide is the definitive introduction to one of the twentieth century's most influential thinkers.

The book reviews the history of the 1975 Common Market referendum, looking at the story of the campaign, the larger-than-life personalities behind it, the way it changed our constitution forever - but also how it failed to settle the European argument. Lessons are then drawn for the likely 2006 referendum on the European Constitution.

This book (published to mark the 150th anniversary of his birth), argues that the novelist Joseph Conrad's work speaks directly to us in a way that none of his contemporaries can. Conrad's scepticism, pessimism, emphasis on the importance and fragility of community, and the difficulties of escaping our history are important tools for understanding the political world in which we live. He is prepared to face a future where progress is not inevitable, where actions have unintended consequences, and where we cannot know the contexts in which we act."Heart of Darkness" uncovers the rotten core of the Eurocentric myth of imperialism as a way of bringing enlightenment to 'native peoples' - lessons which are relevant once more as the Iraq debacle has undermined the claims of liberal democracy to universal significance.The result can hardly be called a political programme, but Conrad's work is clearly suggestive of a sceptical conservatism of the sort described by the author in his 2005 book "After Blair: Conservatism Beyond Thatcher". The difficult part of a Conradian philosophy is the profundity of his pessimism - far greater than Oakeshott, with whom Conrad does share some similarities (though closer to a conservative politician like Salisbury).Conrad's work poses the question of how far we as a society are prepared to face the consequences of our ignorance.

Blamed for the bloody disasters of the 20th century: Auschwitz, the Gulags, globalisation, Islamic terrorism; heralded as the harbinger of reason, equality, and the end of arbitrary rule, the Enlightenment has been nothing if not divisive. To this day historians disagree over when it was, where it was, and what it was (and sometimes, still is). Kieron O'Hara deftly traverses these conflicts, presenting the history, politics, science, religion, arts, and social life of the Enlightenment not as a simple set of easily enumerated ideas, but an evolving conglomerate that spawned a very diverse set of thinkers, from the radical Rousseau to the conservative Burke.

Social machines are a type of network connected by interactive digital devices made possible by the ubiquitous adoption of technologies such as the Internet, the smartphone, social media and the read/write World Wide Web, connecting people at scale to document situations, cooperate on tasks, exchange information, or even simply to play. Existing social processes may be scaled up, and new social processes enabled, to solve problems, augment reality, create new sources of value, and disrupt existing practice. This book considers what talents one would need to understand or build a social machine, describes the state of the art, and speculates on the future, from the perspective of the EPSRC project SOCIAM - The Theory and Practice of Social Machines. The aim is to develop a set of tools and techniques for investigating, constructing and facilitating social machines, to enable us to narrow down pragmatically what is becoming a wide space, by asking 'when will it be valuable to use these methods on a sociotechnical system?' The systems for which the use of these methods adds value are social machines in which there is rich person-to-person communication, and where a large proportion of the machine's behaviour is constituted by human interaction.

Democratising Conservative leadership selection traces the effects of democracy on the British Conservative Party, specifically looking at how changes in the ways the Conservatives elect their leaders have altered their mandate to lead. The book includes analysis of the original undemocratic 'system' whereby a leader 'emerged' from a shadowy process of consultation, and of the six elections between 1965 and 1997 where the parliamentary Conservative Party alone chose the Party leader. This historical perspective is followed by in-depth analysis of the three contests since 2001 that have taken place under the 'Hague rules', according to which ordinary Party members have the final say. This is the most comprehensive account yet published of the operation of those rules on the Conservative Party and the legitimacy of its leadership, and of the 2005 election of David Cameron. This book will be essential reading for students, academic specialists and anyone interested in the recent history and contemporary practice of British Conservatism. -- .

Modernity is a social, cultural, or historical descriptor for a certain type of society or set of social arrangements. It is a contentious and disputed term, often understood implicitly. It is a way of describing and classifying highly complex, dynamic, and emergent aggregate social phenomena, and so dramatically simplifies such contexts. However, the language of modernity remains attractive to commentators, academics, and policymakers. In this monograph, the author reviews the literature that characterises what is called digital modernity. Digital modernity narratives focus on the possibilities of the data gathered by an ambient data infrastructure, enabled by ubiquitous devices such as the smartphone, and activities such as social networking and e-commerce. It is characterised by (1) a subjunctive outlook where people's choices can be anticipated and improved upon, (2) the valorisation of disruptive innovation on demand, and (3) control provided by data analysis within a virtual realm that can be extended and applied to the physical world. The author explored the synergies and tensions between these three aspects as well as the opportunities for and dilemmas posed by misinformation. The author identifies five principles that emerge from the study of relevant texts and business models and concludes by contrasting digital modernity with other theories of the 21st century information society. Narratives of digital modernity are useful because they help explain the development of technology. It matters because many influential people accept, and often generate, the digital modernity narrative. Given digital modernity's strong association with the Web, it is a central topic for Web Science as the interdisciplinary study of the World Wide Web from the technological, social, and individual points of view.

The internet may be a utopia for free expression, but it also harbours nihilistic groups and individuals spreading bizarre creeds, unhindered by the risk-averse gatekeepers of the mass media - and not all are as harmless as the Virtual Church of the Blind Chihuahua or Sexastrianism. With few entry barriers, ready anonymity and no centralised control, the internet offers wired extremists unprecedented access to a potential global audience of billions. Technology allows us to select the information we wish to receive - so those of a fanatical bent can filter out moderating voices and ignore countervailing arguments, retreating into a virtual world of their own design that reaffirms their views. In The Devil's Long Tail, Stevens and O'Hara argue that we misunderstand online extremism if we think intervention is the best way to counter it. Policies designed to disrupt radical networks fail because they ignore the factors that push people to the margins. Extremists are driven less by ideas than by the benefits of participating in a tightly-knit, self-defined, group. Rather, extreme ideas should be left to sink or swim in the internet's marketplace of ideas. The internet and the web are valuable creations of a free society. Censoring them impoverishes us all while leaving the radical impulse intact.

We are entering a new state of global hypersurveillance. As we increasingly resort to technology for our work and play, our electronic activity leaves behind digital footprints that can be used to track our movements. In our cars, telephones, even our coffee machines, tiny computers communicating wirelessly via the Internet can serve as miniature witnesses, forming powerful networks whose emergent behaviour can be very complex, intelligent, and invasive. The question is: how much of an infringement on privacy are they? Exposing the invasion of our privacy from CCTVs to blogs, The Spy in the Coffee Machine explores what-if anything-we can do to prevent it from disappearing forever in the digital age, and provides readers with a much needed wake-up call to the benefits and dangers of this new technology.