The importance of fairness in machine learning models is widely acknowledged, and ongoing academic debate revolves around how to determine the appropriate fairness definition, and how to tackle the trade-off between fairness and model performance. In this paper we argue that besides these concerns, there can be ethical implications behind seemingly purely technical choices in fairness interventions in a typical model development pipeline. As an example we show that the technical choice between in-processing and post-processing is not necessarily value-free and (...) may have serious implications in terms of who will be affected by the specific fairness intervention. The paper reveals how assessing the technical choices in terms of their ethical consequences can contribute to the design of fair models and to the related societal discussions. (shrink)

Fairness is central to the ethical and responsible development and use of AI systems, with a large number of frameworks and formal notions of algorithmic fairness being available. However, many of the fairness solutions proposed revolve around technical considerations and not the needs of and consequences for the most impacted communities. We therefore want to take the focus away from definitions and allow for the inclusion of societal and relational aspects to represent how the effects of AI systems impact and (...) are experienced by individuals and social groups. In this paper, we do this by means of proposing the ACROCPoLis framework to represent allocation processes with a modeling emphasis on fairness aspects. The framework provides a shared vocabulary in which the factors relevant to fairness assessments for different situations and procedures are made explicit, as well as their interrelations. This enables us to compare analogous situations, to highlight the differences in dissimilar situations, and to capture differing interpretations of the same situation by different stakeholders. (shrink)

Drawing from ethnographic research in the Research Triangle of North Carolina and Williamsburg, Virginia, the authors build on Anzaldúa's conceptualization of “borderlands” to analyze how borders of social membership are constructed and enforced in “el Nuevo South.” Our gender analysis reveals that intersecting structural conditions—the labor market, the organization of public space, and the institutional organization of health care and other public services—combine with gendered processes in the home and family to regulate women's participation in community life. Enforcers of borders (...) include institutional actors, mostly women, in social services and clinics who occupy institutional locations that enable them to define who is entitled to public goods and to categorize migrants as undeserving “others.” We reveal how a particularly configured matrix of domination transcends the spheres of home, work, and community to constrain women migrants' physical and economic mobility and personal autonomy and to inhibit their participation in their societies of reception. (shrink)

In a revolutionary new book, a theoretical physicist attacks the foundations of modern scientific theory, including the notion of time, as he shares evidence of ...

En el escenario actual de Cuba y el mundo la migración al software libre constituye una necesidad para el desarrollo para garantizar la independencia tecnológica. Los procedimientos para realizar dicho proceso son fundamentales en la estrategia definida por el país que incluye la "Guía cubana de migración al software libre", sin embargo, su aplicación práctica enfrenta dificultades que han motivado a los autores a la elaboración de una estrategia específica para la migración al software libre en el sector de la (...) Salud Pública de la provincia de Camagüey, Cuba. En esta estrategia se proponen las acciones concretas, los programas docentes que permitirán la recalificación del capital humano y las acciones que posibiliten garantizar la sostenibilidad de la migración al concluir el proceso. In the present Cuban and world scenarios the migration to free software constitutes a need for the development to guarantee technological independence. The procedures to carry out that process are vital in the strategy defined by the country that includes “Cuban guidelines for the migration to free software” however its practical implementation is facing difficulties that have motivated the authors to elaborate a specific strategy form the migration to free software in the Public health sector in the province of Camagüey, Cuba. In this strategy actions are suggested, like teaching programs that will allow the recertification of the capital human resources and steps that will make possible to guarantee the sustainability of the migration at the end of the process. (shrink)

Introduction -- The type/token theory introduced -- Motivating the type/token theory : repeatability -- Nominalist approaches to the ontology of music -- Musical anti-realism -- The type/token theory elaborated -- Types I : abstract, unstructured, unchanging -- Types introduced and nominalism repelled -- Types as abstracta -- Types as unstructured entities -- Types as fixed and unchanging -- Types II : platonism -- Introduction : eternal existence and timelessness -- Types and properties -- The eternal existence of properties reconsidered -- (...) Types and patterns -- Defending the type/token theory I -- Unstructuredness and analogical predication -- Musical works as fixed and unchanging -- Abstractness and audibility (again) -- Works and interpretations -- Conclusion and resumé -- Defending the type/token theory II : musical platonism -- Platonism it is : replies to Anderson and Levinson -- The existence conditions of works of music -- Composition as creative discovery -- The nature of the compositional process : replies to objections -- Composition and aesthetic appraisal : a reply to Levinson -- Composition and aesthetic appraisal : understanding, interpretation, and correctness -- Musical works as continuants : a theory rejected -- A theory introduced -- Explicating and motivating the continuant view -- The continuant view and repeatability -- Further objections to the continuant view -- Musical works as compositional actions : a critique -- Currie's action-type hypothesis -- Davies's performance theory -- Sonicism I : against instrumentalism -- Sonicism introduced -- Sonicism motivated : moderate empiricism -- Instrumentation : timbral sonicism introduced -- Scores -- Instrumentation, artistic properties, and aesthetic content -- Levinson's rejoinder -- Sonicism II : against contextualism -- Introduction : formulating contextualism -- Contextualist ontological proposals -- Levinson's doppelgänger thought-experiments -- Artistic, representational, and object-directed expressive properties -- Aesthetic and non-object-directed expressive properties -- Conclusion : the place of context. (shrink)

Resumen Como toda actividad social, la investigación en el campo de las ciencias sociales se institucionaliza por la acción de los individuos, instaurando ciertos mecanismos que regulan -a través de pautas organizacionales definidas- su quehacer social e institucional. Es así que la investigación social desarrollada en las instituciones de educación superior es experimentada por sus actores como una realidad establecida y objetiva que antecede al individuo actual, una realidad sujeta a una clara definición de roles, situaciones y comportamientos. Desde una (...) perspectiva sociológica, y ante a la injerencia de las actuales tecnologías de la información y la comunicación, en este trabajo se exploran los obstáculos y las posibilidades que enfrenta la condición institucionalizada de la investigación social y la de sus actores en sociedades con distintos tipos de desarrollo. Con tal propósito nos detenemos en el enlace de cuatro dimensiones del problema: la expansión y dispersión de las ciencias humanas y sociales; la institución como marco normativo de la organización de la actividad de investigación; el académico-investigador como principal actor y, por último, la función del "par académico" como árbitro de una competencia más institucional que cognitiva.As any social activity, research in social sciences is institutionalized by the action of individuals, establishing certain mechanisms that regulate -through defined organizational patterns- its social and institutional activities. In this way, the social research developed in higher education institutions is experienced by their actors as an established and objective reality that precedes the actual individual; a reality attached to a clear definition of roles, situations and behaviors. From a sociological perspective, and confronting the interference of the current information and communications technologies, in this paper are explored the obstacles and opportunities facing the institutionalized condition of social research, and their actors in societies with different types of development. For that purpose, we look into the connection of four dimensions of the problem: the expansion and dispersion of human and social sciences; the institution as a regulatory structure for the organization of the research activity; the academic researcher as the main actor, and finally, the role of "academic peer" as an arbiter of a competition more institutional than cognitive. (shrink)

This paper offers a particular intuitionistic negation completion of Urquhart's system C resulting in a super-intuitionistic contractionless propositional logic equivalent to Dummett's LC without contraction.

Theoretical ethics includes both metaethics (the meaning of moral terms) and normative ethics (ethical theories and principles). Practical ethics involves making decisions about every day real ethical problems, like decisions about euthanasia, what we should eat, climate change, treatment of animals, and how we should live. It utilizes ethical theories, like utilitarianism and Kantianism, and principles, but more broadly a process of reflective equilibrium and consistency to decide how to act and be.

Equality policies in Spain have increasingly developed since the creation of the National Women’s Agency (1983). Over a ten‐year period Spain has achieved European standards in equality policies in terms of institutions, budget and legitimization. In a short time Spain moved from a dictatorship to European Union membership, which has brought about enormous changes regarding women’s roles and rights. Other relevant changes concern the political organization of the state: the 1978 Constitution sets a model of regional administrative autonomy, neither centralized (...) nor federal, in which each region has developed gender institutions. Gender‐equality policies constituted the framework for the development of gay and lesbian policies. Both gender equality and gay and lesbian policies have evolved differently at the national and regional levels, with a trend of inclusiveness, more creative policies and institutions at the regional and local levels. In the meantime, the national debate has concentrated on same‐sex marriage, while sexuality is not a topic within gender equality policies. This paper argues that the progressive inclusiveness of lesbians within the equality agenda and the new intersectional perspectives, alongside gay marriage shows an evolution of Spanish citizenship models, largely influenced by the European Union context. (shrink)

The publication of the first study to use gene editing techniques in human embryos (Liang et al., 2015) has drawn outrage from many in the scientific community. The prestigious scientific journals Nature and Science have published commentaries which call for this research to be strongly discouraged or halted all together (Lanphier et al., 2015; Baltimore et al., 2015). We believe this should be questioned. There is a moral imperative to continue this research.

Stem cells are likely to be used as an alternate source of biological material for neural transplantation to treat Parkinson’s disease in the not too distant future. Among the several ethical criteria that must be fulfilled before proceeding with clinical research, a favourable benefit to risk ratio must be obtained. The potential benefits to the participant and to society are evaluated relative to the risks in an attempt to offer the participants a reasonable choice. Through examination of preclinical studies transplanting (...) stem cells in animals and the transplantation of fetal tissue in patients with Parkinson’s disease, a current set of potential benefits and risks for neural transplantation of stem cells in clinical research of Parkinson’s disease are derived. The potential benefits to research participants undergoing stem cell transplantation are relief of parkinsonian symptoms and decreasing doses of parkinsonian drugs. Transplantation of stem cells as a treatment for Parkinson’s disease may benefit society by providing knowledge that can be used to help determine better treatments in the future. The risks to research participants undergoing stem cell transplantation include tumour formation, inappropriate stem cell migration, immune rejection of transplanted stem cells, haemorrhage during neurosurgery and postoperative infection. Although some of these risks are general to neurosurgical transplantation and may not be reduced for participants, the potential risk of tumour formation and inappropriate stem cell migration must be minimised before obtaining a favourable potential benefit to risk calculus and to provide participants with a reasonable choice before they enrol in clinical studies. (shrink)

Principles of distributive justice are normative principles designed to guide the allocation of the benefits and burdens of economic activity.

El presente artículo presenta a un nuevo tipo de protagonista desarrollado en el manganime japonés:los héroes/heroínas nihilistamina. A diferencia del entusiasta héroe shōnen, los personajes de algunos de los títulos más populares del medio se sacrifican para la supervivencia de la humanidad pese a su visión nihilista del mundo, marcada por el trauma, la desafección institucional y los trastornos mentales. Mediante un análisis narratológico de sus funciones, apoyado en una presentación del contexto del humanitarismo en Japón,ofrecemos un punto de partida (...) para integrar este tipo de personajes en los estudios sobre la representación del humanitarismo en la ficción contemporánea. (shrink)

RESUMEN Aunque la educación superior cubana constituye un espacio privilegiado para la atención a la diversidad cultural, se identifica la carencia de una concepción de la interculturalidad desde el sujeto que vive la experiencia y cuya cultura de origen se instaura como dimensión mediatizadora de la relación con respecto a otros; carencia no abordada en profundidad a través del prisma de la sicología social. En este orden se realizó una revisión bibliográfica con el objetivo de profundizar en el enfoque sicosocial (...) expresivo de las relaciones interculturales contextualizadas en la enseñanza médica superior cubana; la misma, contribuyó a la comprensión de la expresión subjetiva conformada alrededor de la realidad objeto de estudio. Los resultados permitieron construir un cuerpo teórico descriptivo-explicativo de las emergencias subjetivas que adquieren su especificidad en las relaciones interculturales desde un compromiso práctico y axiológico. A modo de conclusiones se estableció que en la búsqueda de un campo académico unificado y coherente con la complejidad de la realidad objeto de estudio, la sicología social deviene tributaria de un enfoque centrado en el estudio de las formas de subjetividad social que median en las relaciones interculturales desde el contexto de la enseñanza médica superior cubana. ABSTRACT Even though Cuban higher education is a privileged space for the attention of cultural diversity, the lack of an intercultural conception from the person who lives the experience and whose home culture is established as an interfering dimension in his relationship with others is identified; a problem which is not dealt with in depth through the perspective of social psychology. Therefore, a bibliographic review was made in order to go into depth in the expressive psychosocial approach to intercultural relationships put in context in Cuban higher medical education. It contributed to the understanding of the subjective expression which makes the reality of the object of study. The results allowed to make a descriptive-explanatory theoretical body of the subjective emergencies which become specific in intercultural relationships from a practical and axiological commitment. As a conclusion, it was established the search of an academic field which can be unifying and coherent with the complexity of the reality object of study. Social psychology becomes tributary of an approach that is centered in the study of social subjectivity forms that mediate in intercultural relationships from the context of Cuban higher medical education. (shrink)

RESUMENEste trabajo se interesa por una acepción de cultura que ha cobrado una indudable importancia en los últimos timepos y que tiene que ver con la definición de identidades y delimitación de fronteras entr grupos. NUestro propósito es no tomar dicha acepción como algo obvio y para ello intentamos recuperar su historicidad refiriéndonos a la oposición entre cultura y civilización que se traza a finales del s. XVIII en Alemania. Lejos de ser un término neutro, el sesgo y las implicaciones (...) filosóficas de cultura nos remiten a lo que Berlin ha denominado la contra-ilustración. PALABRAS CLAVECULTURA-CIVILIZACION-CONTRA-INLUSTRACION-PLURALISMOABSTRACTTHis paper focuses on one respect of cultura that has drawn an unquestionable attention lately. This has to do with the definition of identities and with the drawing of boundaries among groups. Our aim is not to consider it as self-evident. To that end, we try to retrieve its historicity by reerring to the oposition of culture and civiltiation advanced in Germany by the end of the XVIIIth century. Far from being a neutral term, the feature and the philosophic implications of culture lead us to what Berlin has called the counter-Enlightement.KEYWORDSCULTURE-CIVILITATION-COUNTER-ENLIGHTEMENT-PLURALISM. (shrink)

RESUMENEn este trabajo quiero examinar la Carta sobre la tolerancia de John Locke, con el propósito de considerar los diferentes tipos de argumentos que propone para justificar la tolerancia en materia de religión y valorar su relevancia para el lector actual. Aunque la línea argumental principal de la Carta es insatisfactoria, cabe encontrar una justiicación alternativa, mucho más afin con la defensa que el liberalismo contemporáneo hace de la libertad de conciencia.PALABRAS CLAVETOLERANCIA-RELIGIÓN-LIBREALISMO-LOCKEABSTRACTIn this paper I will examine John Locke'se Letter (...) concerning toleration, with the aim of reviewing the different arguments he adduces to justify religious toleration and of assessing their relevance for the contemporary reader. Althought the Letter's main argument is not satisfactory, it is possible to find an alternative justification, in line with the freedom of conscience defended by contemporary liberalism.KEYWORDSTOLERATION-RELIGION-LIBERALISM-LOCKE. (shrink)

In this work it is presented a methodology for the development of a pattern recognition system using classification methods as discriminant analysis and artificial neural networks. In this methodology, the statistical analysis is contemplated, with the purpose of retaining the observations and the important characteristics that can produce an appropriate classification, and allows, as well, to detect outliers’ observations, multicolinearity between variables, among other things. Chlorophyll a fluorescence OJIP signals measured from Pisum sativum leaves belonging to different drought stress resistance (...) groups are correctly classified using the proposed here methodology. (shrink)

Arthur Schopenhauer was one of the greatest writers and German philosophers of the nineteenth century. His work influenced figures as diverse as Wagner, Freud and Nietzsche. Best known as a pessimist, he was one of the few philosophers read and admired by Wittgenstein. In this comprehensive introduction, Julian Young covers all the main aspects of Schopenhauer's philosophy. Beginning with an overview of Schopenhauer's life and work, he introduces the central aspects of his metaphysics fundamental to understanding his work as a (...) whole: his philosophical idealism and debt to the philosophy of Kant; his attempt to answer the question of what the world is; his account of science; and in particular his idea that 'will' is the essence of all things. Julian Young then introduces and assesses Schopenhauer's aesthetics, which occupy a central place in his philosophy. He carefully examines Schopenhauer's theories of the sublime, artistic genius and music, before assessing his ethics of compassion, his arguments for pessimism and his account of 'salvation'. In the final chapter, he considers Schopenhauer's legacy and his influence on the thought of Nietzsche and Wittgenstein, making this an ideal starting point for those coming to Schopenhauer for the first time. (shrink)

I discuss social constructivism in the philosophy of mathematics and argue for a novel variety of social constructivism that I call Practice-Dependent Realism.

This book, the first comprehensive study in English of Heidegger's philosophy of art, starts in the mid-1930s with Heidegger's discussion of the Greek temple and his Hegelian declaration that a great artwork gathers together an entire culture in affirmative celebration of its foundational 'truth', and that, by this criterion, art in modernity is 'dead'. His subsequent work on Hölderlin, whom he later identified as the decisive influence on his mature philosophy, led him into a passionate engagement with the art of (...) Rilke, Ce;zanne, Klee and Zen Buddhism, liberating him not only from the overly restrictive conception of art of the mid-1930s but also from the disastrous politics of the period. Drawing on material hitherto unknown in the anglophone world, Young establishes a new account of Heidegger's philosophy of art and shows that his famous essay 'The Origin of the Work of Art' is its beginning, not its end. (shrink)

This richly detailed biography captures both the personal life and the scientific career of Isaac Newton, presenting a fully rounded picture of Newton the man, the scientist, the philosopher, the theologian, and the public figure. Professor Westall treats all aspects of Newton's career, but his account centers on a full description of Newton's achievements in science. Thus the core of the work describes the development of the calculus, the experimentation that altered the direction of the science of optics, and especially (...) the investigations in celestial dynamics that led to the law of universal gravitation. (shrink)

Defending a procedural conception of global justice that calls for the establishment of reasonably democratic arrangements within and beyond the state, this book argues for a justice-based understanding of social development and justifies why a democracy-promoting international development practice is a requirement of global justice.

Psychological science is maturing and therefore transitioning from explorative to theory-driven research. While explorative research seeks to find something “new,” theory-driven research seeks to elaborate on already known and hence predictable effects. A consequence of these differences is that the quality of explorative and theory-driven research needs to be judged by distinct criterions that optimally support their respective development. Especially, theory-driven research needs to be judged by its methodological rigor. A focus on innovativeness, which is typical for explorative research, will (...) instead incentivize bad research practices (e.g., imprecise theorizing, ignoring previous research, parallel theories). To support the advancement of psychology, we must drop the innovation requirement for theory-driven research and instead require the strongest methods, which are marked by high internal and external validity. Precise theorizing needs to substitute novelty. Theories are advanced by requiring explicit, testable assumptions, and an explicit preference for one theory over another. These explicit and potentially wrong assumptions should not be silenced within the peer-review process, but instead be scrutinized in new publications. Importantly, these changes in scientific conduct need to be supported by senior researchers, especially, in their roles as editors, reviewers, and in the hiring process. An important obstacle to further theory-driven research is to measure scientific merit using researchers’ number of publications, which favors theoretically shallow and imprecise writing. Additionally, it makes publications the central target of scientific misconduct even though they are the main source of information for the scientific community and the public. To advance the field, researchers should be judged by their contribution to the scientific community (e.g., exchange with and support of colleagues, and mentoring). Another step to advance psychology is to clearly differentiate between measurement model and theory, and not to overgeneralize based on few stimuli, incidences, or studies. We will use ideas from the theory of science to underline the changes necessary within the field of psychology to overcome this existential replication crisis. (shrink)

This book argues that correspondence theories of truth fail because the relation that holds between a true thought and a fact is that of identity, not correspondence. Facts are not complexes of worldly entities which make thoughts true they are merely true thoughts. According to Julian Dodd, the resulting modest identity theory, while not defining truth, correctly diagnoses the failure of correspondence theories, and thereby prepares the ground for a defensible deflation of the concept of truth.