Machine learning (ML) techniques have become pervasive across a range of different applications, and are now widely used in areas as disparate as recidivism prediction, consumer credit-risk analysis, and insurance pricing. Likewise, in the physical world, ML models are critical components in autonomous agents such as robotic surgeons and self-driving cars. Among the many ethical dimensions that arise in the use of ML technology in such applications, analyzing morally permissible actions is both immediate and profound. For example, there is the (...) potential for learned algorithms to become biased against certain groups. More generally, in so much that the decisions of ML models impact society, both virtually (e.g., denying a loan) and physically (e.g., driving into a pedestrian), notions of accountability, blame and responsibility need to be carefully considered. In this article, we advocate for a two-pronged approach ethical decision-making enabled using rich models of autonomous agency: on the one hand, we need to draw on philosophical notions of such as beliefs, causes, effects and intentions, and look to formalise them, as attempted by the knowledge representation community, but on the other, from a computational perspective, such theories need to also address the problems of tractable reasoning and (probabilistic) knowledge acquisition. As a concrete instance of this tradeoff, we report on a few preliminary results that apply (propositional) tractable probabilistic models to problems in fair ML and automated reasoning of moral principles. Such models are compilation targets for certain types of knowledge representation languages, and can effectively reason in service some computational tasks. They can also be learned from data. Concretely, current evidence suggests that they are attractive structures for jointly addressing three fundamental challenges: reasoning about possible worlds + tractable computation + knowledge acquisition. Thus, these seems like a good starting point for modelling reasoning robots as part of the larger ecosystem where accountability and responsibility is understood more broadly. (shrink)

The inventive, argumentative and stylistic possibilities generated by figures in general and the figure antithesis in particular are explored by Jeanne Fahnestock in the field of science. These ideas on the possibilities of antithesis are developed in the analysis of some cases of this figure in the media. This paper explores how antithesis can consist of textual and visual elements, and how various sorts and degrees of opposition are constructed in the figure.

Henry at Work invites readers to rethink how we work today by exploring an aspect of Henry David Thoreau that has often been overlooked: Thoreau the worker. John Kaag and Jonathan van Belle overturn the popular misconception of Thoreau as a navel-gazing recluse who was scornful of work and other mundanities. In fact, Thoreau worked hard—surveying land, running his family’s pencil-making business, writing, lecturing, and building his cabin at Walden Pond—and thought intensely about work in its many dimensions. And (...) his ideas about work have much to teach us in an age of remote work and automation, when many people are reconsidering what kind of working lives they want to have. -/- Through Thoreau, readers will discover a philosophy of work in the office, factory, lumber mill, and grocery store, and reflect on the rhythms of the workday, the joys and risks of resigning oneself to work, the dubious promises of labor-saving technology, and that most vital and eternal of philosophical questions, “How much do I get paid?” In ten chapters, including “Manual Work,” “Machine Work,” and “Meaningless Work,” this personal, urgent, practical, and compassionate book introduces readers to their new favorite coworker: Henry David Thoreau. (shrink)

In the study of women in academia, the focus is often particularly on women’s stark underrepresentation in the math-intensive fields of natural sciences, technology, and economics. In the non-math-intensive of fields life, social and behavioral sciences, gender issues are seemingly less at stake because, on average, women are well-represented. However, in the current study, we demonstrate that equal gender representation in LSB disciplines does not guarantee women’s equal opportunity to advance to full professorship—to the contrary. With a cross-sectional survey among (...) N = 2,109 academics at mid-level careers in the Netherlands, we test the hypothesis that in LSB, female academics perceive to hit a “thicker” glass ceiling—that is, they see a sharper contrast between the high representation of women at the lower compared to the top levels. We test whether this predicts female academics’ lower estimated chances to reach full professorship relative to men in LSB. We introduce a novel perceived glass ceiling index, calculated based on academics’ perceptions of the share of women and men in their direct work environment minus their perceptions of gender ratio among full professors in their field. Results confirm that the perceived glass ceiling is thicker in the non-math-intensive LSB compared to math-intensive NTE fields. Furthermore, only in LSB, women perceived a thicker glass ceiling than men. Moreover, only among female academics, the thicker the perceived glass ceiling, the lower their estimated chances to become full professor 1 day. Combined, a moderated mediation showed that for women only, a thicker perceived glass ceiling in LSB compared to NTE disciplines predicted their lower estimated chances to advance to full professor level. No such mediation occurred for men. We conclude that women’s higher numerical representation in LSB disciplines does not negate a male-dominant normative standard about academic leadership and success. Paradoxically, the perceived odds for female academics to reach the top of their field are lower in fields where they are relatively highly represented, and this may pose unique barriers to women’s perceived opportunities for career success. (shrink)

Introduction: becoming a philosopher -- Traveling South -- A stateless man's passport -- Night train through Mont Cenis -- The camels of Pisa -- Naples: first revelation of the South -- "The school of educators" at the Villa Rubinacci -- Richard Wagner in Sorrento -- The monastery of free spirits -- Dreaming of the dead -- Walks on the land of the sirens -- The carnival of Naples -- Mithras at Capri -- Sorrentiner papiere -- Rée-alism and the chemical combinations (...) of atoms -- The logic of dreams -- An epicurean in Sorrento -- Sacred music on an African background -- The sun of knowledge and the ground of things -- The blessed isles -- The bells of Genoa and Nietzschean epiphanies -- Epiphanies -- The value of human things -- Crossed geneses -- The azure bell of innocence -- Zarathustra's night song -- Epilogue to the bell -- Torna a Surriento. (shrink)

One of the popular missional consensuses in the context of migration is seeing migrants as “moving targets” for evangelism. There is an urge to respond differently realising that migrants are not merely workers for economic welfare but persons created in the image of God. To reconstruct a model of mission that is embedded in the complex reality of migration, this paper will look into the details of three narratives of Indonesian and Filipino migrants who live and attend a Charismatic church (...) in Sabah, Malaysia. It will give insights into the process of othering and discover the quality of compassion in their lives. Based on their experiences, I argue mission as a compassionate presence provides a sound theological basis for churches to respond to the continuous othering of migrants. It invites us to rethink evangelism, not solely as winning souls for Christ, but to embody Christ by being present. (shrink)

This study explores the role that news coverage plays in the allocation of Japanese development aid. Conceptually, it is expected that democratic foreign policy officials, including those working in bureaucratic governmental structures will try to match the magnitude of their actions with what they expect is the public's perception of the importance of the recipient. News media salience serves an easily accessible indicator of that domestic political importance and, in the case of foreign aid, this suggests that higher levels of (...) news coverage of a less-developed country will lead to higher aid commitments. The statistical analysis demonstrates that the level of news coverage is a statistically significant factor in Japanese aid distributions. More significantly, the analysis demonstrates that separating grant aid from other forms of aid is critical for the empirical examination of the determinants of Japanese aid. (shrink)

Vaak wordt gesteld dat ongelijkheid een individuele verantwoordelijkheid is. Om sociale ongelijkheid te verkleinen zoekt men dan de oplossingen in het ondersteunen van individuen. Maar daarbij wordt meestal voorbijgegaan aan de morele dimensies van ongelijkheid, en aan het belang van de groep of de netwerken waarin mensen wonen, werken en leven. De essays in dit boek, gebaseerd op de nieuwste wetenschappelijke inzichten, tonen aan dat juist die groepsdimensie een zeer belangrijk perspectief is, waaraan in beleidsoplossingen te vaak voorbij wordt gegaan. (...) 0Als je leven niet loopt zoals je dat voor ogen hebt, is dat dan je eigen schuld of hangt dat wellicht met meer zaken samen? Iedereen weet dat omgevingsfactoren een belangrijke rol spelen: Waar ben je geboren? Welk netwerk heb je tot je beschikking? Toch worden bij pogingen om de ongelijkheid in de wereld te reduceren in de eerste plaats individuele oplossingen aangedragen. Dit boek laat voor de verschillende domeinen in de samenleving als de zorg, het onderwijs, werk, migratie en milieu zien hoe dat (niet) werkt. (shrink)

How is technology changing the way people remember? This book explores the interplay of memory stored in the brain and outside of the brain, providing a thorough interdisciplinary review of the current literature, including relevant theoretical frameworks from across a variety of disciplines in the sciences, arts, and humanities. It also presents the findings of a rich and novel empirical data set, based on a comprehensive survey on the shifting interplay of internal and external memory in the 21st century. Results (...) reveal a growing symbiosis between the two forms of memory in our everyday lives. The book presents a new theoretical framework for understanding the interplay of internal and external memory, and their complementary strengths. It concludes with a guide to important dimensions, questions, and methods for future research. Memory and Technology will be of interest to researchers, professors, and students across the disciplines of psychology, philosophy, library and information science, human factors, media and cultural studies, anthropology and archaeology, photography, and cognitive rehabilitation, as well as anyone interested in how technology is affecting human memory. _____ "This is a novel book, with interesting and valuable data on an important, meaningful topic, as well as a gathering of multidisciplinary and interdisciplinary ideas...The research is accurately represented and inclusive. As a teaching tool, I can envision graduate seminars in different disciplines drawing on the material as the basis for teaching and discussions." Dr. Linda A. Henkel, Fairfield University "This book documents the achievements of a vibrant scientific project – you feel the enthusiasm of the authors for their research. The organization of the manuscript introduces the reader into a comparatively new field the same way as pioneering authors have approached it." Prof. Dr. Wolfgang Schönpflug, Freie Universität Berlin. (shrink)

Since the onset of the latest United States (U.S.) recession (beginning in December 2007), the U.S. economy has been posting high unemployment levels consistently exceeding 8 percent. Of specific interest, the U.S. Department of Labor, Bureau of Labor Statistics (BLS), reports on a specific subset of the U.S. unemployed: the long‐term unemployed, defined as those who are unemployed for 27 weeks and over. Since December 2009, the share of the long‐term unemployed of the total U.S. unemployed has exceeded 40 percent (...) (through April 2012), the highest level since 1948 when data was first collected. A phenomenon of this recession is an alleged public bias by American private sector employers against hiring the long‐term unemployed, or even simply those unemployed. While the authors support the removal of discrimination against the unemployed in job advertisements, they cannot support the larger notion of including those who are unemployed as a protected class of employees. Becoming or being unemployed is a state that one can change, and based on the lack of research on how widespread this discrimination is (beyond anecdotal stories or limited research surveys), they believe that extending protection under equal employment opportunity legislation would be overreaching and inappropriate at this time. (shrink)

It describes and explains the patient-centered model examining and evaluating qualitative and quantitative research. It comprehensively covers the evolution and the six interactive components of the patient-centered clinical method, taking the reader through the relationships between the patient and doctor and the patient and clinician. All the editors are professors in the Department of Family Medicine at the University of Western Ontario, London, Canada.

Normal fetal development is dependent upon an intricate exchange between mother and embryo. Several maternal and embryonic elements can influence this intimate interaction, including genetic, environmental or epigenetic factors, and have a significant impact on embryo development. The interaction of the genetic program of both mother and embryo, within the uterine environment, can shape the development of an individual. Accumulating data from animal models indicate that prenatal events may well initiate long‐term changes in the expression of the embryo genetic program, (...) which persist, or may only become apparent, much later in the individual's life. Also, environmental conditions during prenatal development may prompt the adoption of different developmental pathways, leading to alternative life histories. This review focuses on environmental factors, specifically maternally derived molecules, to illustrate how they can influence in utero embryonic development and, by extension, adult life. (shrink)

Contributed articles presented at the Seminar on the Intellectual Dimensions of Bhakti Tradition in India held at Sri Caitanya Prema Sansthan from 13th to 16th Oct., 1988.

The involvement of developing countries in international clinical trials is necessary for the development of appropriate medicines for local populations. However, the absence of appropriate structures for ethical review represents a barrier for certain countries. Currently there is very little information available on existing structures dedicated to ethics in western and central Africa. This article briefly describes historical milestones in the development of networks dedicated to capacity building in ethical review in these regions and outlines the major conclusions of two (...) workshops on this issue, which were held in September and October 2002 in Libreville, Gabon, and Paris, France. The workshops were the culmination of collaboration between the African Malaria Network Trust (AMANET) and the Pan African Bioethics Initiative (PABIN). They produced an update on ethics organizations with regard to mission, function, activities, members, and contact people, in eight countries within the regions discussed. As a result of the commitment of mandated delegates, a further prominent outcome followed these workshops: the creation of national structures, where none existed before, dedicated to the ethical review of clinical trials. (shrink)

La naissance constitue pour toute famille un bouleversement identitaire. Dans ce contexte, le « devenir grand-parent » est encore peu étudié. Les auteurs ont mené plusieurs entretiens conjointement chez des parents et grands-parents dans une population tout-venant au Québec. Les résultats illustrent les enjeux identitaires qui surgissent autour de la naissance entre les parents et leurs propres parents. Les parents s’expriment sur l’attente quant au soutien que pourraient apporter ces derniers. Les grands-parents, qui semblent plutôt en attente de relations avec (...) le bébé, passeraient par ce soutien pour trouver leur propre place dans l’économie familiale. Avec des différences selon les sexes, les grands-parents concourent ainsi à construire grâce à cet étayage un berceau psychique familial qui réunit dans un premier cercle les parents avec leur bébé. En périnatalité, cette « fonction » grand-parentale permettrait d’envisager la spécificité d’un second cercle autour du bébé, propre également aux interventions des professionnels. (shrink)

Alors que l’anthropologie montre que la naissance est d’abord un événement communautaire, actuellement des parents se retrouvent de plus en plus profondément seuls et démunis devant leur bébé. Ce phénomène est l’objet d’une recherche en cours qui essaie d’évaluer après la naissance les effets de l’isolement familial des parents sur la vie psychique du bébé lors de sa première année. Dans le cas clinique qui illustre ici cette « nouvelle solitude » des parents, les forums d’internet tentent de relayer la (...) faiblesse du soutien familial alors que les anxiétés, bien légitimes autour de la naissance, perdurent quand le bébé grandit. Au-delà des problèmes de la dépression maternelle du postpartum, l’accent est mis sur la place réelle que prend l’entourage comme soutien des processus plus intrapsychiques propres à la construction de la parentalité. (shrink)

Drugs targeting a single TK/RTK in the treatment of solid cancers has not had the same success seen in blood cancers. This is, in part, due to acquired resistance in solid cancers arising from a range of mechanisms including the upregulation of compensatory RTK signalling. Rather than attempting to inhibit individual compensatory RTK—requiring knowledge of which RTKs are upregulated in any given tumour—strategies to universally inhibit signalling from multiple RTKs may represent an effective alternative. Endosomal trafficking of RTKs is a (...) common conduit that can regulate signalling from multiple RTKs simultaneously. As such, we posit that targeting endosomal trafficking—in particular, aberrant post‐translational modifications in cancers that contribute to dysregulated endosomal trafficking—could inhibit oncogenic signalling driven by multiple RTKs and pave the way for the development of a novel class of inhibitors that shift the trafficking of RTKs to inhibit tumour growth. (shrink)