This Article takes the perspective of law and philosophy, integrating insights from computer science. First, I will argue that in the era of big data analytics we need an understanding of privacy that is capable of protecting what is uncountable, incalculable or incomputable about individual persons. To instigate this new dimension of the right to privacy, I expand previous work on the relational nature of privacy, and the productive indeterminacy of human identity it implies, into an ecological understanding of privacy, (...) taking into account the technological environment that mediates the constitution of human identity. Second, I will investigate how machine learning actually works, detecting a series of design choices that inform the accuracy of the outcome, each entailing trade-offs that determine the relevance, validity and reliability of the algorithm’s accuracy for real life problems. I argue that incomputability does not call for a rejection of machine learning per se but calls for a research design that enables those who will be affected by the algorithms to become involved and to learn how machines learn — resulting in a better understanding of their potential and limitations. A better understanding of the limitations that are inherent in machine learning will deflate some of the eschatological expectations, and provide for better decision-making about whether and if so how to implement machine learning in specific domains or contexts. I will highlight how a reliable research design aligns with purpose limitation as core to its methodological integrity. This Article, then, advocates a practice of “agonistic machine learning” that will contribute to responsible decisions about the integration of data-driven applications into our environments while simultaneously bringing them under the Rule of Law. This should also provide the best means to achieve effective protection against overdetermination of individuals by machine inferences. (shrink)

Nursing migration: global treasure hunt or disaster‐in‐the‐making?International nurse migration — moving from one country to another in the search of employment — is the focus of this article. The majority of member states of the World Health Organization report a shortage, maldistribution and misutilisation of nurses. International recruitment has been seen as a solution. The negative effects of international migration on the ‘supplier’ countries may be recognised today but are not effectively addressed.Nurse migration is motivated by the search for professional (...) development, better quality of life and personal safety. Pay and learning opportunities continue to be the most frequently reported incentives for nurse migration, especially by nurses from less‐developed countries. Career opportunities were considered key incentives for nurses emigrating from high‐income countries. Language was reported to be a significant barrier. The positive global economic/social/professional development resulting from international migration needs to be weighed against a substantial ‘brain and skills drain’ experienced by supplier countries. The vulnerable status of migrant nurses is also of concern in certain cases. The focus on short‐term solutions as opposed to resolving the problem of a worldwide shortage of nurses causes great concern. Recent initiatives attempt to curb or channel international recruitment. The delicate balance between recognising the right of individual nurses to migrate and a collective concern for the health of a nation’s population must be achieved. (shrink)

Who Needs Stories if You Can Get the Data? ISPs in the Era of Big Number Crunching Content Type Journal Article Category Special Issue Pages 371-390 DOI 10.1007/s13347-011-0041-8 Authors Mireille Hildebrandt, Institute of Computer and Information Sciences (ICIS), Radboud University Nijmegen, Nijmegen, the Netherlands Journal Philosophy & Technology Online ISSN 2210-5441 Print ISSN 2210-5433 Journal Volume Volume 24 Journal Issue Volume 24, Number 4.

This timely book tells the story of the smart technologies that reconstruct our world, by provoking their most salient functionality: the prediction and preemption of our day-to-day activities, preferences, health and credit risks, criminal intent and spending capacity. Mireille Hildebrandt claims that we are in transit between an information society and a data-driven society, which has far reaching consequences for the world we depend on. She highlights how the pervasive employment of machine-learning technologies that inform so-called ‘data-driven agency’ threaten (...) privacy, identity, autonomy, non-discrimination, due process and the presumption of innocence. The author argues how smart technologies undermine, reconfigure and overrule the ends of the law in a constitutional democracy, jeopardizing law as an instrument of justice, legal certainty and the public good. Finally, the book calls on lawyers, computer scientists and civil society not to reject smart technologies, explaining how further engaging these technologies may help to reinvent the effective protection of the rule of law. (shrink)

The implementation of inclusive policies is largely dependent on teachers´ willingness to accommodate students with special educational needs (SEN) in mainstream classrooms, which is affected by their perceived competence and attitudes. This study investigated attitudes of pre- and in-service teachers toward students with two types of SEN: challenging behavior and learning difficulties. The three components of attitude (affective, cognitive, and behavioral) were assessed using indirect and direct measures. Results revealed that teachers held negative implicit attitudes toward challenging behavior and learning (...) difficulties, however implicit attitudes did not vary as a function of the type of SEN. Ratings of the stereotypical dimensions warmth and competence and overall ratings of scholastic achievement were affected by professional status and type of SEN. Professional status, implicit attitudes and stereotypical knowledge together explained 52 and 43% of the variance in teachers´ ratings of academic proficiency for students with challenging behavior and learning difficulties, respectively. Results are interpreted within the theoretical framework and implications for teacher training are discussed. (shrink)

Privacy, Due process and the Computational Turn: The Philosophy of Law Meets the Philosophy of Technology engages with the rapidly developing computational aspects of our world including data mining, behavioural advertising, iGovernment, profiling for intelligence, customer relationship management, smart search engines, personalized news feeds, and so on in order to consider their implications for the assumptions on which our legal framework has been built. The contributions to this volume focus on the issue of privacy, which is often equated with data (...) privacy and data security, location privacy, anonymity, pseudonymity, unobservability, and unlinkability. Here, however, the extent to which predictive and other types of data analytics operate in ways that may or may not violate privacy is rigorously taken up, both technologically and legally, in order to open up new possibilities for considering, and contesting, how we are increasingly being correlated and categorizedin relationship with due process – the right to contest how the profiling systems are categorizing and deciding about us. (shrink)

By taking seriously the idea that democracy is a way of life, a pragmatist approach to democracy invites us to reconsider how manners and the political realm of free thought may be related. The present contribution argues that civil interactions are part of the experience of citizenship and represent one of the ways through which political principles can come to life. Civility is therefore described as an activity rather than a set of rules, the role of which in democratic life (...) has been often underestimated. In civil interactions, people struggle and hesitate, and even fight to establish conditions of respect, trust, solidarity, or authority. They practically define the bond between people who have nothing more in common than living in the same society. Far from being a mere mechanical or conservative repetition of inherited habits, civil interactions, when studied closely, exhibit the constant effort people make to promote what they care about. Civility should therefore be considered as an activity the difficulties associated with which aim at embodying through sociability, the political link between citizens. Hospitality to difference, helpfulness, attention to others, even quarrels over what is fair, discussions and reflections about the relevance of the categories through which people perceive one another, have to be analysed in this perspective, as effective parts of the activity of caring for the common world. (shrink)

Privacy, Due process and the Computational Turn: The Philosophy of Law Meets the Philosophy of Technology engages with the rapidly developing computational aspects of our world including data mining, behavioural advertising, iGovernment, profiling for intelligence, customer relationship management, smart search engines, personalized news feeds, and so on in order to consider their implications for the assumptions on which our legal framework has been built. The contributions to this volume focus on the issue of privacy, which is often equated with data (...) privacy and data security, location privacy, anonymity, pseudonymity, unobservability, and unlinkability. Here, however, the extent to which predictive and other types of data analytics operate in ways that may or may not violate privacy is rigorously taken up, both technologically and legally, in order to open up new possibilities for considering, and contesting, how we are increasingly being correlated and categorizedin relationship with due process – the right to contest how the profiling systems are categorizing and deciding about us. (shrink)

. Three logical squares of predication or quantification, which one can even extend to logical hexagons, will be presented and analyzed. All three squares are based on ideas of the non-traditional theory of predication developed by Sinowjew and Wessel. The authors also designed a non-traditional theory of quantification. It will be shown that this theory is superfluous, since it is based on an obscure difference between two kinds of quantification and one pays a high price for differentiating in this way: (...) losing the definability between the existence- and all-quantifier. Therefore, a combination of non-traditional predication and classical quantification is preferred here. (shrink)

Nous sommes une seule et même espèce humaine, mais nous avons parfois différentes manières de nous manifester. Les diverses expressions de l’humain sont les signifiants d’un même signifié : l’homme. Ce dernier a donc une marge de manœuvre plus ou moins grande qui lui permet de mener la vie digne qui convient. Pour ce faire, il doit travailler son image du monde afin de la rendre adéquate au concept du meilleur des mondes possibles. Il a besoin de faire en sorte (...) que le monde dans lequel il vit ne soit pas ce qu’il est, c’est-a-dire littéralement insensé. Le retour aux valeurs africaines est un ressourcement nécessaire. Il nous permet d’apporter notre pierre à l’édifice humain. D’où l’avènement des différents mouvements de réaction tels que la négritude, l’ethnophilosophie, etc. (shrink)

Que nous apprend la vie publique urbaine de notre culture morale et politique? Comment perçoit-on les autres, et comment définit-on, dans l'espace limité des rencontres auxquelles nous expose le côtoiement urbain le plus routinier, le périmètre de ce que l'on doit à autrui, ce que l'on peut en attendre, en craindre ou en exiger? Des métamorphoses de la mendicité à la politisation du phénomène de «harcèlement de rue», l'étude des «relations en public» chère au sociologue américain Erving Goffman est ici (...) prolongée, pour analyser la façon dont les formes ordinaires de la coexistence urbaine participent à la fabrique de nos cultures démocratiques. L'ethnographie de longue durée menée par Carole Gayet-Viaud montre, au fil des séquences d'enquête, mêlant observations des espaces publics urbains (rues, transports, jardins, terrasses de café, etc.) et entretiens relatifs à ces expériences, le travail normatif à l'œuvre dans ces échanges. La définition des choses dues entre inconnus, telles que la vie publique les donne à voir, dessine ainsi une civilité irréductible à un corpus de règles qu'il ne s'agirait que d'appliquer. C'est, bien plutôt, une activité permanente de réglage des conduites, qui inscrit, dans des pratiques d'apparence anodine, aux frontières des sphères morale et politique, une définition située des exigences de la vie commune, des égards qui articulent un sens du juste et du convenable, et tentent de les faire coïncider."--Page 4 of cover. (shrink)

Résumé L’étude comparée de L’Invitée de Simone de Beauvoir, publié en 1943, et de Ravages de Violette Leduc, publié en 1955, met en lumière une divergence de conception de la création romanesque entre les deux écrivaines. La place prépondérante du dialogue dans les deux œuvres érige ce dernier en concurrent d’une narration à la première personne, ce qui introduit dans les romans un double plan discursif, interrogeant par là-même le mode d’écriture des deux projets romanesques. L’article souligne en particulier le (...) statut inconscient d’une structure discursive genrée faisant apparaître une « parole féminine » fragile ou, au contraire, puissante. (shrink)

In this contribution we will explore some of the implications of the vision of Ambient Intelligence (AmI) for law and legal philosophy. AmI creates an environment that monitors and anticipates human behaviour with the aim of customised adaptation of the environment to a person’s inferred preferences. Such an environment depends on distributed human and non-human intelligence that raises a host of unsettling questions around causality, subjectivity, agency and (criminal) liability. After discussing the vision of AmI we will present relevant research (...) in the field of philosophy of technology, inspired by the post-phenomenological position taken by Don Ihde and the constructivist realism of Bruno Latour. We will posit the need to conceptualise technological normativity in comparison with legal normativity, claiming that this is necessary to develop democratic accountability for the implications of emerging technologies like AmI. Lastly we will investigate to what extent technological devices and infrastructures can and should be used to achieve compliance with the criminal law, and we will discuss some of the implications of non-human distributed intelligence for criminal liability. (shrink)

Gilles de Corbeil figures as the initiator of the scientific teaching of medicine in Paris at a time when medicina became physica. He studied medicine at the famous school of Salerno, and his teaching was based upon Salernitan theories and practice. He showed himself very concerned with teaching methods and attached great importance to memorizing. This explains why he composed medical poetry so as to provide a mnemonic aid for his students. As a teacher, he took care of his students' (...) reading, offering them advise. He insisted on the importance of a personal relationship between teacher and student, evoking his own relationship with his Salernitan masters, but repeatedly criticized the students of his time. (shrink)

We emphasize the relevance to cognitive psychology of Feldman and Levin's theoretical position. Traditional views of motor control have failed to clearly separate “production control” at the level of motor command, based on task-independent CV (control variables), from intentional “product control” based on task-dependent parameters. Because F&L's approach concentrates on the first process (trajectory formation), it can distinguish the product control stage.

This book addresses issues on the nexus of freedom of and property in information, while acknowledging that both hiding and exposing information may affect our privacy. It inquires into the physics, the technologies, the business models, the governmental strategies and last but not least the legal frameworks concerning access, organisation and control of information. It debates whether it is in the very nature of information to be either free or monopolized, or both. Analysing upcoming power structures, new types of colonization (...) and attempts to replace legal norms with techno-nudging, this book also presents the idea of an infra-ethics capable of pre-empting our pre-emption. It discusses the interrelations between open access, the hacker ethos, the personal data economy, and freedom of information, highlighting the ephemeral but pivotal role played by information in a data-driven society. This book is a must-read for those working on the contemporary dimensions of freedom of information, data protection, and intellectual property rights. (shrink)

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. (shrink)

This article focuses on Stephen Frears's 2003 Dirty Pretty Things. I argue that Frears's portrayal of the encounter between a Nigerian man and a Turkish woman in contemporary London invites us to re-conceptualize the relationship between the migrant and the host country. The film invites us to compare the circulation of migrants across a globalized transnational world to organs removed from one body and implanted into another. It questions our usual definitions of home and belonging, host and guest, health and (...) the power to circulate. It both refers to the hospitality paradigm and radically rephrases it by making us consider the relationship between migrants and nations according to a different grid. It does not simply propose an alternative grand narrative but rewrites a familiar script without trying to erase it. (shrink)

Both corporate and global governance seem to demand increasingly sophisticated means for identification. Supposedly justified by an appeal to security threats, fraud and abuse, citizens are screened, located, detected and their data stored, aggregated and analysed. At the same time potential customers are profiled to detect their habits and preferences in order to provide for targeted services. Both industry and the European Commission are investing huge sums of money into what they call Ambient Intelligence and the creation of an ‘Internet (...) of Things’. Such intelligent networked environments will entirely depend on real time monitoring and real time profiling, resulting in real time adaptation of the environment. In this contribution the author will assess the threats and opportunities of such autonomic profiling in terms of its impact on individual autonomy and refined discrimination and indicate the extent to which traditional data protection is effective as regards profiling. (shrink)

In this contribution, I will argue that the image of a balance is often used to defend the idea of a trade-off. To understand the drawbacks of this line of thought, I will explore the relationship between online security technologies and fundamental rights, notably privacy, nondiscrimination, freedom of speech and due process. After discriminating between three types of online security technologies, I will trace the reconfiguration of the notion of privacy in the era of smart environments. This will lead to (...) an inquiry into the metaphor of the scale, building on the triple test regarding the justification of the limitation of fundamental rights such as privacy. The conclusion will be that in the case of a trade-off, infringing measures will have to be balanced by effective safeguards. No trade-off without balance. (shrink)

Law, Human Agency and Autonomic Computing interrogates the legal implications of the notion and experience of human agency implied by the emerging paradigm of autonomic computing, and the socio-technical infrastructures it supports. The development of autonomic computing and ambient intelligence âe" self-governing systems âe" challenge traditional philosophical conceptions of human self-constitution and agency, with significant consequences for the theory and practice of constitutional self-government. Ideas of identity, subjectivity, agency, personhood, intentionality, and embodiment are all central to the functioning of modern (...) legal systems. But once artificial entities become more autonomic, and less dependent on deliberate human intervention, criteria like agency, intentionality and self-determination, become too fragile to serve as defining criteria for human subjectivity, personality or identity, and for characterizing the processes through which individual citizens become moral and legal subjects. Are autonomic âe" yet artificial âe" systems shrinking the distance between (acting) subjects and (acted upon) objects? How âe~distinctively humanâe(tm) will agency be in a world of autonomic computing? Or, alternatively, does autonomic computing merely disclose that we were never, in this sense, âe~humanâe(tm) anyway? A dialogue between philosophers of technology and philosophers of law, this book addresses these questions, as it takes up the unprecedented opportunity that autonomic computing and ambient intelligence offer for a reassessment of the most basic concepts of law. (shrink)