Machine learning algorithms pervade contemporary society. They are integral to social institutions, inform processes of governance, and animate the mundane technologies of daily life. Consistently, the outcomes of machine learning reflect, reproduce, and amplify structural inequalities. The field of fair machine learning has emerged in response, developing mathematical techniques that increase fairness based on anti-classification, classification parity, and calibration standards. In practice, these computational correctives invariably fall short, operating from an algorithmic idealism that does not, and cannot, address systemic, Intersectional (...) stratifications. Taking present fair machine learning methods as our point of departure, we suggest instead the notion and practice of algorithmic reparation. Rooted in theories of Intersectionality, reparative algorithms name, unmask, and undo allocative and representational harms as they materialize in sociotechnical form. We propose algorithmic reparation as a foundation for building, evaluating, adjusting, and when necessary, omitting and eradicating machine learning systems. (shrink)

This paper posits that organizational variables are the factors that lead to the moral decline of companies like Enron and Worldcom. The individuals involved created environments within the organizations that precipitated a spiral of unethical decision-making. It is proposed that at the executive level, it is the organizational factors associated with power and decision-making that have the critical influence on moral and ethical behavior. The study has used variables that were deemed to be surrogate measures of the ethical violations (OSHA (...) and EPA violations), the risky shift phenomenon (executive team size), banality of wrong-doing (reputation score for firms) and escalating commitment (tenure with the firm/change in revenue for declining firms). The research found that there were small correlations between ethical violations and the three organizational variables. (shrink)

When "Aristotle on Emotion" was first published it showed how discussion within Plato's Academy led to a better understanding of emotional response, and how that understanding influenced Aristotle's work in rhetoric, poetics, politics and ethics. The subject has been much discussed since then: there are numerous articles, anthologies and large portions of books on emotion and related topics. In a new epilogue to this second edition, W.W. Fortenbaugh takes account of points raised by other scholars and clarifies some of his (...) earlier thoughts, focusing on the central issue: how Aristotle conceived of emotional response. Among other matters, he considers laughter, emotion in relation to belief and appearance, the effect of emotion on judgement, and the involvement of pain and pleasure in emotional response. (shrink)

Defends confrontational modes of citizenship as a means to reinvigorate democratic participation and regime accountability. A growing number of people are enraged about the quality and direction of public life, despise politicians, and are desperate for real political change. How can the contemporary neoliberal global political order be challenged and rebuilt in an egalitarian and humanitarian manner? What type of political agency and new political institutions are needed for this? In order to answer these questions, Confrontational Citizenship draws on a (...) broad base of perspectives to articulate the concept of confrontational citizenship. William W. Sokoloff defends extra-institutional and confrontational modes of political activity along with new ways of conceiving political institutions as a way to create political orders accountable to the people. In contrast to many forms of democratic theory, Sokoloff argues that confrontational modes of citizenship (e.g., protest) are good because they increase the accountability of a regime to the people, increase the legitimacy of regimes, lead to improvements in a political order, and serve as a means to vent frustration. The goal is to make the word citizen relevant and dangerous to the settled and closed practices that structure our political world and to provide a hopeful vision of what it means to be politically progressive today. William W. Sokoloff is Associate Professor of Political Science at the University of Texas, Rio Grande Valley. (shrink)

Can corporations remain socially responsible in today's fiercely competitive global economy? For several decades after World War II, companies like IBM, which exemplified what journalist Robert J. Samuelson called the 'good corporation,' poured forth material comforts and technological ideas while guaranteeing full employment and adequate retirement. In the 1980s all of that changed, as corporations moved to 'downsize' and become lean, mean global competitors. In this collection, thirteen prominent scholars in business ethics, finance, management, and religion and six corporate leaders (...) respond to a new essay by Samuelson that sounds the death knell of the 'good corporation.' They propose new approaches to corporate integrity and social responsibility in the global economy. The book will be useful in corporate workshops and will make an excellent business ethics text in philosophy departments and business schools. (shrink)

The situation and human rights of people living with HIV and AIDS were explored through focus groups in five African countries (Lesotho, Malawi, South Africa, Swaziland and Tanzania). A descriptive qualitative research design was used. The 251 informants were people living with HIV and AIDS, and nurse managers and nurse clinicians from urban and rural settings. NVivo™ software was used to identify specific incidents related to human rights, which were compared with the Universal Declaration of Human Rights. The findings revealed (...) that the human rights of people living with HIV and AIDS were violated in a variety of ways, including denial of access to adequate or no health care/services, and denial of home care, termination or refusal of employment, and denial of the right to earn an income, produce food or obtain loans. The informants living with HIV and AIDS were also abused verbally and physically. Country governments and health professionals need to address these issues to ensure the human rights of all people. (shrink)

Awarding rights to rivers, forests, and other environmental entities (EEs) is a new and increasingly popular approach to environmental protection. The distinctive feature of such rights of nature (RoN) legislation is that direct duties are owed to the EEs. This paper presents a novel rebuttal of the strongest argument against RoN: the no interest argument. The crux of this argument is that because EEs are not sentient, they cannot possess the kinds of interests necessary to ground direct duties. Therefore, they (...) cannot be legitimate rights-bearers. After considering and rejecting standard responses to this argument, the paper challenges its fundamental assumption: that rights-correlative duties must be grounded in the interests of the rights-bearer. The paper then presents the RoN critic with a dilemma. The critic must either accept that EEs are legitimate rights-bearers, or delegitimise many well-established rights-bearers along with EEs. Either way, the no interest argument loses its force. (shrink)

Pleiotropy, in which one mutation causes multiple phenotypes, has traditionally been seen as a deviation from the conventional observation in which one gene affects one phenotype. Epistasis, or gene–gene interaction, has also been treated as an exception to the Mendelian one gene–one phenotype paradigm. This simplified perspective belies the pervasive complexity of biology and hinders progress toward a deeper understanding of biological systems. We assert that epistasis and pleiotropy are not isolated occurrences, but ubiquitous and inherent properties of biomolecular networks. (...) These phenomena should not be treated as exceptions, but rather as fundamental components of genetic analyses. A systems level understanding of epistasis and pleiotropy is, therefore, critical to furthering our understanding of human genetics and its contribution to common human disease. Finally, graph theory offers an intuitive and powerful set of tools with which to study the network bases of these important genetic phenomena. (shrink)

Sustained attention, a key cognitive skill that improves during childhood and adolescence, tends to be worse in some emotional and behavioural disorders. Sustained attention is typically studied in non-affective task contexts; here, we used a novel task to index performance in affective versus neutral contexts across adolescence (N = 465; ages 11–18). We asked whether: (i) performance would be worse in negative versus neutral task contexts; (ii) performance would improve with age; (iii) affective interference would be greater in younger adolescents; (...) (iv) adolescents at risk for depression and higher in anxiety would show overall worse performance; and (v) would show differential performance in negative contexts. Results indicated that participants performed more poorly in negative contexts and showed age-related performance improvements. Those at risk of depression performed more poorly than those at lower risk. However, there was no difference between groups as a result of affective context. For anxiety there was no difference in performance as a function of severity. However, those with higher anxiety showed less variance in their reaction times to negative stimuli than those with lower anxiety. One interpretation is that moderate levels of emotional arousal associated with anxiety make individuals less susceptible to the distracting effects of negative stimuli. (shrink)

Contents: Stephen White: Opuscula and Opera in the Catalogue of Theophrastus' Works Han Baltussen: Theophrastean Echoes? The De Sensibus in the Platonic and Aristotelian Tradition Pamela M. Huby: Arabic Evidence about Theophrastus' De Sensibus Todd Ganson: A Puzzle Concerning the Aristotelian Notion of a Medium of Sense-Perception Istvan M. Bodnar: Theophrastus' De igne: Orthodoxy, Reform and Readjustment in the Doctrine of Elements Georg Wohrle: Ps-Aristoteles De Coloribus -aA Theophrastean Opusculum? David Sider: On On Signs - R.A.H. King: Nutrition and Fatigue (...) Amneris Roselli: Greek Medical Theories of Fatigue Sabine Vogt: Theophrast, De Vertigine Armelle Debru: La sueur des corps: le De sudore de Theophraste face a la tradition medicale John Dillon: Theophrastus' Critique of the Old Academy in the Metaphysics H. Takahashi: Syriac Fragments of Theophrastean Meteorology and Mineralogy Index Contributors and Editors. (Franz Steiner 2002). (shrink)

In this paper the need for review (ethical) committees is elaborated to include a discussion of their composition and function. In some institutions more than one such committee may be set up, a departmental ethical committee and one which studies the projects of all the departments concerned. By considering proposed research before it is started patients or volunteers are protected from injury, discomfort, and inconvenience, and the scientific validity of a clinical experiment can be scrutinized. A list of possible criteria (...) for the work of ethical committees is given. (shrink)

One of the major contributions which Christopher Hookway has made to pragmatist epistemology is a critical exploration of the role that affective dispositions play in inquiry. According to Hookway, a well-functioning rational inquirer must rely upon a set of pre-reflective and affective dispositions which are not themselves fully available to rational evaluation. Despite their pre-reflective nature, on the pragmatist account these affective dispositions provide us with judgments and evaluations which are in many cases more reliable than those provided by explicit (...) rational reflection. -/- This chapter presents and defends Hookway’s account of the epistemic importance of our affective dispositions. The first section presents three roles which affective dispositions play within inquiry. The second section considers the concern that affective dispositions should be considered impositions upon our epistemic agency. In response, Hookway suggests that we must identify with our affective dispositions, and two interpretations of this claim are offered. The third section considers the possibility that the confidence we have in our affective dispositions might be appropriately shaken if we recognize that they are not shared by other inquirers. The chapter concludes by suggesting that Hookway’s position can overcome this worry by developing his notion of critical self-trust in three distinct ways. (shrink)

To find more information about Rowman and Littlefield titles, please visit www.rowmanlittlefield.com.

Volume 28, Issue 1, January 2020, Page 209-212.

Volume 28, Issue 1, January 2020, Page 209-212.

The situation and human rights of people living with HIV and AIDS were explored through focus groups in five African countries . A descriptive qualitative research design was used. The 251 informants were people living with HIV and AIDS, and nurse managers and nurse clinicians from urban and rural settings. NVivo™ software was used to identify specific incidents related to human rights, which were compared with the Universal Declaration of Human Rights. The findings revealed that the human rights of people (...) living with HIV and AIDS were violated in a variety of ways, including denial of access to adequate or no health care/services, and denial of home care, termination or refusal of employment, and denial of the right to earn an income, produce food or obtain loans. The informants living with HIV and AIDS were also abused verbally and physically. Country governments and health professionals need to address these issues to ensure the human rights of all people. (shrink)

Although William James formed his philosophical views in direct reaction to the Hegelianism then dominant in American and British institutions, modern critics have tended to reject James’s criticism of G. W. F. Hegel as superficial and outdated. This is in part due to James’s energetic rhetorical style, but also because James at his most polemical tends to present his pluralistic and pragmatist empiricism as diametrically opposed to Hegel’s monistic and intellectualistic idealism, so that it is not clear how the two (...) theories could engage in any meaningful dialogue. This chapter presents a different interpretation of the engagement between James and Hegel. On this interpretation, James’s criticisms of Hegel emerge from what he perceives to be a common starting point: the attempt to find the world to be “a home.” As such, James’s criticisms of Hegel should be understood as offering a kind of internal critique. According to James, Hegel offers too narrow an account of what it is for beings like us to “feel at home” in the world. This is a unique and internal criticism of Hegel which deserves to be taken seriously. (shrink)

We discuss a research project that develops and applies algorithms for computational contextual vocabulary acquisition (CVA): learning the meaning of unknown words from context. We try to unify a disparate literature on the topic of CVA from psychology, first- and secondlanguage acquisition, and reading science, in order to help develop these algorithms: We use the knowledge gained from the computational CVA system to build an educational curriculum for enhancing students’ abilities to use CVA strategies in their reading of science texts (...) at the middle-school and college undergraduate levels. The knowledge gained from case studies of students using our CVA techniques feeds back into further development of our computational theory. Keywords: artificial intelligence, knowledge representation, reading, reasoning, science education, vocabulary acquisition. (shrink)

In the past two decades, reinforcement learning has become a popular framework for understanding brain function. A key component of RL models, prediction error, has been associated with neural signals throughout the brain, including subcortical nuclei, primary sensory cortices, and prefrontal cortex. Depending on the location in which activity is observed, the functional interpretation of prediction error may change: Prediction errors may reflect a discrepancy in the anticipated and actual value of reward, a signal indicating the salience or novelty of (...) a stimulus, and many other interpretations. Anterior cingulate cortex has long been recognized as a region involved in processing behavioral error, and recent computational models of the region have expanded this interpretation to include a more general role for the region in predicting likely events, broadly construed, and signaling deviations between expected and observed events. Ongoing modeling work investigating the interaction between ACC and additional regions involved in cognitive control suggests an even broader role for cingulate in computing a hierarchically structured surprise signal critical for learning models of the environment. The result is a predictive coding model of the frontal lobes, suggesting that predictive coding may be a unifying computational principle across the neocortex. (shrink)

Philosophical and theological conceptions of eternity frequently define it through a contrast with time’s transience. These conceptions reflect the widespread influence of Augustine’s idea of eternity, where eternity stands atemporally in opposition to time. Such conceptions are problematic for both divine and human relations to the world. However, the work of Plotinus and Boethius shows that eternity can be conceived more inclusively—as transcending time, but nonetheless including temporal change and dynamism within its presence. This facilitates Boethius’ views of divine knowledge (...) and human freedom in ways that are not available to Augustine. His work demonstrates how an inclusive conception of eternity can reconcile the pursuit of eternal wisdom with a commitment to ethical responsibility within the temporal flow of the world. (shrink)

In the opening to his late essay, Der Gedanke, Frege asserts without qualification that the word "true" points the way for logic. But in a short piece from his Nachlass entitled "My Basic Logical Insights", Frege writes that the word true makes an unsuccessful attempt to point to the essence of logic, asserting instead that "what really pertains to logic lies not in the word "true" but in the assertoric force with which the sentence is uttered". Properly understanding what Frege (...) takes to be at issue here is crucial for understanding his conception of logic and, in particular, what he takes to be its normative status vis-à-vis judgement, assertion, and inference. In this paper, I focus my attention on clarifying the latter claim and Frege's motivations for making it, exposing what I take to be a fundamental tension in Frege's conception of logic. Finally, I discuss whether Frege's deployment of the horizontal in his mature Begriffsschrift helps to resolve this tension. (shrink)

Efforts to bare the psychonomic nature of the semantic reference (representation) relation have been remarkably scanty; in fact, the only contemporary account developed with any care is the one proposed by Osgood. However, not even Osgood has looked deeply at the difficulties that beset any attempt to analyze reference in terms of common effects appropriately shared by a symbol and its significate.

It is widely agreed among philosophers of science today that no formal pattern can possibly be found in the origins of scientific theory. There is no such thing as a "logic of discovery," insists this view--a scientific hypothesis is susceptible to methodological critique only in its relation to empirical consequences derived after the hypothesis itself has emerged through a spontaneous creative inspiration. Yet confronted with the tautly directed thrust of theory-building as actually practiced at the cutting edge of scientific research, (...) this romantic denial of method in the genesis of ideas takes on the appearance of myth. It is the contention of this article that as empirical data ramify in logical complexity, they deposit a hard sediment of theory according to a standard inductive pattern so primitively compelling that it must be recognized as one of the primary forms of inferential thought. This process, here called "ontological induction," is a distillation out of unwieldly observed regularities of more conceptually tractable states hypothesized to underlie them, and is the wellspring of our beliefs in theoretical entities. Previous failure to recognize this pattern of induction has undoubtedly been in substantial measure a result of inadequate attention to the structural details of scientific propositions; for in order to exhibit the nature of ontological induction clearly, it is first necessary to make extended forays through sparsely explored methodological terrain--notably, the nature of scientific "variables," the logical form of "laws," and the type-hierarchy of scientific concepts. (shrink)