People recognize faces of their own race more accurately than faces of other races. The “contact” hypothesis suggests that this “other‐race effect” occurs as a result of the greater experience we have with own‐ versus other‐race faces. The computational mechanisms that may underlie different versions of the contact hypothesis were explored in this study. We replicated the other‐race effect with human participants and evaluated four classes of computational face recognition algorithms for the presence of an other‐race effect. Consistent with the (...) predictions of a developmental contact hypothesis, “experience‐based models” demonstrated an other‐race effect only when the representational system was developed through experience that warped the perceptual space in a way that was sensitive to the overall structure of the model's experience with faces of different races. When the model's representation relied on a feature set optimized to encode the information in the learned faces, experience‐based algorithms recognized minority‐race faces more accurately than majority‐race faces. The results suggest a developmental learning process that warps the perceptual space to enhance the encoding of distinctions relevant for own‐race faces. This feature space limits the quality of face representations for other‐race faces. (shrink)

This essay provides a critique of mainstream computer ethics and argues for the importance of a complementary approach called disclosive computer ethics, which is concerned with the moral deciphering of embedded values and norms in computer systems, applications and practices. Also, four key values are proposed as starting points for disclosive studies in computer ethics: justice, autonomy, democracy and privacy. Finally, it is argued that research in disclosive computer ethics should be multi-level and interdisciplinary, distinguishing between a disclosure level, a (...) theoretical level, and an an application level. (shrink)

This new translation presents the _Analects_ in a revolutionary new format that, for the first time in any language, distinguishes the original words of the Master from the later sayings of his disciples and their followers, enabling readers to experience China's most influential philosophical work in its true historical, social, and political context.

"Against Ethics is beautifully written, clever, learned, thought-provoking, and even inspiring." —Theological Studies "Writing in the form of his ideas, Caputo offers the reader a truly exquisite reading experience.... his iconic style mirrors a truly refreshing honesty that draws the reader in to play." —Quarterly Journal of Speech "Against Ethics is, in my judgment, one of the most important works on philosophical ethics that has been written in recent years.... Caputo speaks with a passion and a concern that are rare (...) in academic philosophy. His profound sense of humor deepens the passion of the viewpoints he develops." —Mark C. Taylor "Obligation happens!" declares Caputo in this brilliant and witty postmodern critique of ethics, framed as a contemporary restaging of Kierkegaard’s Fear and Trembling. (shrink)

In this extraordinary introduction to the study of the philosophy of technology, Andrew Feenberg argues that techonological design is central to the social and political structure of modern societies. Environmentalism, information technology, and medical advances testify to technology's crucial importance. In his lucid and engaging style, Feenberg shows that technology is the medium of daily life. Every major technical changes reverberates at countless levels: economic, political, and cultural. If we continue to see the social and technical domains as being seperate, (...) then we are essentially denying an integral part of our existence, and our place in a democratic society. Questioning Tecchnology convinces us that it is vital that we learn more about technology the better to live with it and to manage it. (shrink)

In controversies about technology and society, there is no idea more pro vocative than the notion that technical things have political qualities. At issue is the claim that the machines, structures, and systems of modern material culture can be accurately judged not only for their contributions of efficiency and pro-ductivity, not merely for their positive and negative environmental side effects, but also for the ways in which they can embody specific forms of power and authority. Since ideas of this kind (...) have a persistent and troubling presence in discussions about the meaning of technology, they deserve explicit attention... (shrink)