In this research, we focus on the usage of adversarial sampling to test for the fairness in the prediction of deep neural network model across different classes of image in a given dataset. While several framework had been proposed to ensure robustness of machine learning model against adversarial attack, some of which includes adversarial training algorithm. There is still the pitfall that adversarial training algorithm tends to cause disparity in accuracy and robustness among different group. (...) Our research is aimed at using adversarial sampling to test for fairness in the prediction of deep neural network model across different classes or categories of image in a given dataset. We successfully demonstrated a new method of ensuring fairness across various group of input in deep neural network classifier. We trained our neural network model on the original image, and without training our model on the perturbed or attacked image. When we feed the adversarial samplings to our model, it was able to predict the original category/ class of the image the adversarial sample belongs to. We also introduced and used the separation of concern concept from software engineering whereby there is an additional standalone filter layer that filters perturbed image by heavily removing the noise or attack before automatically passing it to the network for classification, we were able to have accuracy of 93.3%. Cifar-10 dataset have ten categories of dataset, and so, in order to account for fairness, we applied our hypothesis across each categories of dataset and were able to get a consistent result and accuracy. (shrink)

In adversarial machine learning, attackers add carefully crafted perturbations to input, where the perturbations are almost imperceptible to humans, but can cause models to make wrong predictions. In this paper, we did comprehensive review of some of the most recent research, advancement and discoveries on adversarial attack, adversarial sampling generation, the potency or effectiveness of each of the existing attack methods, we also did comprehensive review on some of the most recent research, advancement and discoveries on (...) adversarial defense strategies, the effectiveness of each defense methods, and finally we did comparison on effectiveness and potency of different adversarial attack and defense methods. We came to conclusion that adversarial attack will mainly be blackbox for the foreseeable future since attacker has limited or no knowledge of gradient use for NN model, we also concluded that as dataset becomes more complex, so will be increase in demand for scalable adversarial defense strategy to mitigate or combat attack, and we strongly recommended that any neural network model with or without defense strategy should regularly be revisited, with the source code continuously updated at regular interval to check for any vulnerability against newer attack. (shrink)

This paper aims to resolve an unremarked-upon tension between Anne Conway’s commitment to the moral responsibility of created beings, or creatures, and her commitment to emanative, constant creation. Emanation causation has an atemporal aspect according to which God’s act of will coexists with its effect. There is no before or after, or past or future in God’s causal contribution. Additionally, Conway’s constant creation picture has it that all times are determined via divine emanation. Creaturely agency, by contrast, is fundamentally temporal, (...) occurring successively over time. It is unclear how creatures can count as emanative causes, which coexists with its effect, given that their agency is limited by time, proceeding from before to after, or past to future. Conway’s account of divine justice in the progress of time, however, requires that creatures are causally responsible. That is, moral responsibility requires causal responsibility. I propose that Conway’s distinction between vital motion and local motion enables a resolution of the tension. Vital motion contributes an atemporal aspect to creaturely agency so that creatures can count as secondary emanative causes. (shrink)

Promising new solutions or risking unprecedented harms, science and its technological affordances are increasingly portrayed as matters of global concern, requiring in-kind responses. In a wide range of recent discourses and global initiatives, from the International Summits on Human Gene Editing to the Intergovernmental Panel on Climate Change, experts and policymakers routinely invoke cosmopolitan aims. The common rhetoric of a shared human future or of one humanity, however, does not always correspond to practice. Global inequality and a lack of accountability (...) within most institutional contexts of international governance render these cosmopolitan proclamations of ‘one human community’ incoherent and even harmful. More generally, there exists no shared normative standard for the cosmopolitan governance of science, with which such global initiatives could be evaluated. Taking a broadly philosophical perspective, the present paper aims to better understand this problem situation, identifying three high-level challenges global governance of technoscience: problematic ideals of technology and science, the unjust formation of “global” concerns, and the limitations of cosmopolitan theory. By holistically engaging these jointly empirical and normative sites of inquiry, scholars can better support humanity’s re-imagination of technoscientific practices within and beyond the nation-state. (shrink)

Kyle Stanford’s reformulation of the problem of underdetermination has the potential to highlight the epistemic obligations of scientists. Stanford, however, presents the phenomenon of unconceived alternatives as a problem for realists, despite critics’ insistence that we have contextual explanations for scientists’ failure to conceive of their successors’ theories. I propose that responsibilist epistemology and the concept of “role oughts,” as discussed by Lorraine Code and Richard Feldman, can pacify Stanford’s critics and reveal broader relevance of the “new induction.” The possibility (...) of unconceived alternatives pushes us to question our contemporary expectation for scientists to reason outside of their historical moment. (shrink)

What are philosophers doing when they prescribe a particular epistemology for science? According to science and technology studies, the answer to this question implicates both knowledge and politics, even when the latter is hidden. Exploring this dynamic via a specific case, I argue that Longino’s “critical contextual empiricism” ultimately relies on a form of political liberalism. Her choice to nevertheless foreground epistemological concerns can be clarified by considering historical relationships between science and society, as well as the culture of academic (...) philosophy. This example, I conclude, challenges philosophers of science to consider the political ideals and accountability entailed by their prescribed knowledge practices. (shrink)

ABSTRACT: Simon Baron-Cohen has argued that autism and related developmental disorders (sometimes called “autism spectrum conditions” or “autism spectrum disorders”) can be usefully thought of as the condition of possessing an “extreme male brain.” The impetus for regarding autism spectrum disorders (ASD) this way has been the accepted science regarding the etiology of autism, as developed over that past several decades. Three important features of this etiology ground the Extreme Male Brain theory. First, ASD is disproportionately male (approximately 10:1 in (...) the case of Asperger’s Syndrome or high-functioning autism (HFA) and approximately 4:1 in the case of autistic disorder). Second, ASD is not psychogenic but biological in origin, and hence is not the product of sexist conditioning or childrearing practices, although these may affect the development of the disorder. Third, ASD is regarded as a spectrum developmental disorder, unlike other disorders such as Down Syndrome that are diagnosed by a (nearly) binary criterion. Down Syndrome, for example, is diagnosed by the presence in all or most cells within a given individual of an extra copy of Chromosome 21. Autism, on the other hand, is diagnosed by the presence of a set of symptoms that vary in their intensity and in their milder forms seem to conform to purported sex differences in cognitive, emotional, and social functioning. -/- In this paper, I do not challenge accepted science regarding the etiology of autism, and I do not challenge the idea of ASD as a disorder. Nor do I wish to offer an alternative account of what autism is. Instead, I focus on the usefulness of thinking of a disorder as an extreme version of ordinary sex differences. Does it follow from the fact that a disorder is more often found in men that we should think of it as an extreme form of maleness? If not, what other conditions must be met in order to warrant this way of thinking about ASD? What does it mean to say that ASD is a form of “extreme male brain”? Feminists are rightly skeptical of theories that make claims about male and female brains, so how should we respond to the clear evidence that the differences between typical and ASD individuals are not caused by childrearing practices? I explain what I take to be Baron-Cohen’s central argument that autism should be seen as the extreme male brain, and critique that argument. I conclude that there is no good argument that autistic symptoms should be regarded as an extreme form of male mental traits, and that Baron-Cohen’s claim does not help us to understand autism, women, or men. His claim is a speculative thesis that is readily mobilized for sexist practices. As such it requires a higher threshold for evidentiary support and rigorous argumentation—support and argumentation that does not exist. -/- KEYWORDS: autism, brain, gender, neuroscience, feminism, male . (shrink)

Declaring a cosmopolitan right to scientific progress risks perpetuating many of the inequities it aims to overcome. This calls for a re-imagination of science that directly responds to science’s links to violent nationalist projects and the harms of capitalism.

When interpreters orient Kant in relation to contemporary philosophy of time, they claim that the B series is dependent on the A series. However, I claim that the opposite direction of dependence is also supported, due to Kant’s position that change is both intelligible and involves incompatibility. This paper extends the contemporary description of Kant’s philosophy of time to show that Kant endorses the interdependence of A series and B series views on time.

Nearly everyone agrees that sexual exploitation occurs and that, when it does, it is morally wrong. However, there is substantial disagreement over what constitutes sexual exploitation and why it is wrong. Is sex between freely consenting adults ever exploitative? Is prostitution always exploitative? What features of sexually exploitative interactions lead us to regard them as morally wrong? And if sexual exploitation is morally wrong, what should be done about it?These are not new questions for the social philosopher. However, recent criticisms (...) of social contract theory may lead us to wonder whether contractarianism has the resources to criticize important cases of sexual exploitation—particularly prostitution. Some liberals have defended prostitution “in principle,” arguing that when prostitution is truly consensual, there is nothing wrong with it. This is called “sound prostitution.” Indeed, in cases where the parties to a sexual exchange are both competent adults, liberals and libertarians have a difficult time criticizing it, since to do so runs the risk of imposing a local and historically specific sexual ideal on members of society who explicitly reject it or else suggests that the prostitutes and their clients are not really competent agents. (shrink)

Existing approaches to campaign ethics fail to adequately account for the “arms races” incited by competitive incentives in the absence of effective sanctions for destructive behaviors. By recommending scrupulous devotion to unenforceable norms of honesty, these approaches require ethical candidates either to quit or lose. To better understand the complex dilemmas faced by candidates, therefore, we turn first to the tradition of “adversarial ethics,” which aims to enable ethical participants to compete while preventing the most destructive excesses of competition. (...) As we demonstrate, however, elections present even more difficult challenges than other adversarial contexts, because no centralized regulation is available to halt potential arms races. Turning next to recent scholarship on populism and partisanship, we articulate an alternative framework for campaign ethics, which allows candidates greater room to maneuver in their appeals to democratic populations while nevertheless requiring adherence to norms of social and political pluralism. (shrink)

Text-guided image generation models can be prompted to generate images using nonce words adversarially designed to robustly evoke specific visual concepts. Two approaches for such generation are introduced: macaronic prompting, which involves designing cryptic hybrid words by concatenating subword units from different languages; and evocative prompting, which involves designing nonce words whose broad morphological features are similar enough to that of existing words to trigger robust visual associations. The two methods can also be combined to generate images associated with more (...) specific visual concepts. The implications of these techniques for the circumvention of existing approaches to content moderation, and particularly the generation of offensive or harmful images, are discussed. (shrink)

What is the relevance of ideals for determining virtuous argumentative practices? According to Bailin and Battersby (2016), the telos of argumentation is to improve our cognitive systems, and adversariality plays no role in ideally virtuous argumentation. Stevens and Cohen (2019) grant that ideal argumentation is collaborative, but stress that imperfect agents like us should not aim at approximating the ideal of argumentation. Accordingly, it can be virtuous, for imperfect arguers like us, to act as adversaries. Many questions are left unanswered (...) by both camps. First, how do we conceptualize an ideal and its approximation? Second, how can we determine what is the ideal of argumentation? Third, can we extend Stevens and Cohen’s anti-approximation argument beyond virtue theory? In order to respond to these questions, this paper develops a second-best perspective on ideal argumentation. The Theory of the Second Best is a formal contribution to the field of utility (or welfare) optimization. Its main conclusion is that, in non-ideal circumstances, approximating ideals might be suboptimal. (shrink)

Why did R.G. Collingwood come to reject the adversarial style of philosophical discussion so popular among his Oxford peers? The main aim of this paper is to explain that Collingwood came to reject his colleagues’ specific style of philosophical dialogue on methodological grounds, and to show how the argument against adversarial philosophical discussion is integrated with Collingwood’s overall criticism of realist philosophy. His argument exploits a connection between method and practice that should be taken seriously even today.

In this paper I provide support for the view that at least some forms of adversariality in argumentation are legitimate. The support comes from Aristotle’s theory of illegitimate adversarial argumentation in dialectical contexts: his theory of eristic in his work On Sophistical Refutations. Here Aristotle develops non-epistemic standards for evaluating the legitimacy of dialectical procedures, standards which I propose can be understood in terms of the pragmatic notion of context as common ground. Put briefly, Aristotle makes the answerer’s meaning (...) in giving assent in dialectical contexts the basis for further moves in the game of dialectic. Moves which subvert the answerer’s meaning or do not solicit the answerer’s consent are marked as eristic, i.e. adversarial in a problematic sense. I conclude with remarks on what Aristotle’s theory may teach us about how semantic features relate to the normative evaluation of argumentation. (shrink)

Against the backdrop of the English reception of Locke’s Essay, stands a little-known philosophical dispute between two seventeenth-century women writers: Mary Astell (1666-1731) and Damaris Cudworth Masham (1659-1708). On the basis of their brief but heated exchange, Astell and Masham are typically regarded as philosophical adversaries: Astell a disciple of the occasionalist John Norris, and Masham a devout Lockean. In this paper, I argue that although there are many respects in which Astell and Masham are radically opposed, the two women (...) also have a surprising amount in common. Rather than interpret their ideas solely in relation to the ‘canonical’ philosophies of the time – Lockean empiricism and Malebranchean occasionalism – I examine the ways in which Astell and Masham are influenced by the metaphysical theories of the Cambridge Platonists, Ralph Cudworth and Henry More. On this basis, I argue that a remarkably similar theological approach underlies the metaphysical and feminist arguments of Astell and Masham. (shrink)

-/- [Posted here is article as originally published (same title) in ALSA Forum VI (1982) pp. 1-17 plus rebuttal by Thomas D. Barton, pp. 18-22].

Many ethical frameworks require artificial intelligence (AI) systems to be explainable. Explainable AI (XAI) models are frequently tested for their adequacy in user studies. Since different people may have different explanatory needs, it is important that participant samples in user studies are large enough to represent the target population to enable generalizations. However, it is unclear to what extent XAI researchers reflect on and justify their sample sizes or avoid broad generalizations across people. We analyzed XAI user studies (N = (...) 220) published between 2012 and 2022. Most studies did not offer rationales for their sample sizes. Moreover, most papers generalized their conclusions beyond their target population, and there was no evidence that broader conclusions in quantitative studies were correlated with larger samples. These methodological problems can impede evaluations of whether XAI systems implement the explainability called for in ethical frameworks. We outline principles for more inclusive XAI user studies. (shrink)

The social sciences face a problem of sample non-representation, where the majority of samples consist of undergraduate students from Euro-American institutions. The problem has been identified for decades with little trend of improvement. In this paper, I trace the history of sampling theory. The dominant framework, called the design-based approach, takes random sampling as the gold standard. The idea is that a sampling procedure that is maximally uninformative prevents samplers from introducing arbitrary bias, thus preserving sample representation. (...) I show how this framework, while good in theory, faces many challenges in application. Instead, I advocate for an alternative framework, called the model-based approach to sampling, where representative samples are those balanced in composition, however they were drawn. I argue that the model-based framework is more appropriate in the social sciences because it allows for systematic assessment of imperfect samples and methodical improvement in resource-limited scientific contexts. I end with practical proposals of improving sample quality in the social sciences. (shrink)

Fisher criticised the Neyman-Pearson approach to hypothesis testing by arguing that it relies on the assumption of “repeated sampling from the same population.” The present article considers the responses to this criticism provided by Pearson and Neyman. Pearson interpreted alpha levels in relation to imaginary replications of the original test. This interpretation is appropriate when test users are sure that their replications will be equivalent to one another. However, by definition, scientific researchers do not possess sufficient knowledge about the (...) relevant and irrelevant aspects of their tests and populations to be sure that their replications will be equivalent to one another. Pearson also interpreted the alpha level as a personal rule that guides researchers’ behavior during hypothesis testing. However, this interpretation fails to acknowledge that the same researcher may use different alpha levels in different testing situations. Addressing this problem, Neyman proposed that the average alpha level adopted by a particular researcher can be viewed as an indicator of that researcher’s typical Type I error rate. Researchers’ average alpha levels may be informative from a metascientific perspective. However, they are not useful from a scientific perspective. Scientists are more concerned with the error rates of specific tests of specific hypotheses, rather than the error rates of their colleagues. It is concluded that neither Neyman nor Pearson adequately rebutted Fisher’s “repeated sampling” criticism. Fisher’s significance testing approach is briefly considered as an alternative to the Neyman-Pearson approach. (shrink)

Intentional sampling methods are non-probabilistic procedures that select a group of individuals for a sample with the purpose of meeting specific prescribed criteria. Intentional sampling methods are intended for exploratory research or pilot studies where tight budget constraints preclude the use of traditional randomized representative sampling. The possibility of subsequently generalize statistically from such deterministic samples to the general population has been the issue of long standing arguments and debates. Nevertheless, the intentional sampling techniques developed in (...) this paper explore pragmatic strategies for overcoming some of the real or perceived shortcomings and limitations of intentional sampling in practical applications. (shrink)

Adversarial philosophy is under attack (!), but I speculate that it is useful for working out the level of a philosopher and sometimes for increasing the respect awarded to some individuals and groups. There may be no alternative to it when you have an excess of philosophers of around the same level.

To date researchers planning experiments have always lived by the mantra that 'using equal sample sizes gives the best results' and although unequal groups are also used in experimentation, it is not the preferred method of many and indeed actively discouraged in literature. However, during live study planning there are other considerations that we must take into account such as availability of study participants, statistical power and, indeed, the cost of the study. These can all make allocating equal sample sizes (...) difficult, and sometimes near impossible. This, some might say, means that the study would not adhere to rigorous statistical standard (Rosenbaum and Rubin, 1985). However, here we present evidence that, not only is this a false assumption, but that we may actually gain more power in the study by actually using unequal groups. Here, data from a Sepsis Biomarker study is used, in which the aim is to predict, by biomarker level and presence, whether the patient would go on to develop sepsis. It was found that larger control groups may give more power to studies looking for an effect in the mid range but not for large or small effects. This study shows merit in the hypothesis that more power can be achieved when a larger control group is used. Published by the Ministry of Defence at dstl - Reference DSTLTR92592 P2PP2R-2016-02-23T13:39:45. (shrink)

We recently presented our Efimov K-theory of Diamonds, proposing a pro-diamond, a large stable (∞,1)-category of diamonds (D^{diamond}), and a localization sequence for diamond spectra. Commensurate with the localization sequence, we now detail four potential applications of the Efimov K-theory of D^{diamond}: emergent time as a pro-emergence (v-stack time) in a diamond holographic principle using Scholze’s six operations in the ’etale cohomology of diamonds; a pro-Generative Adversarial Network and v-stack perceptron; D^{diamond}cryptography; and diamond nonlocality in perfectoid quantum physics.

Subjective probability plays an increasingly important role in many fields concerned with human cognition and behavior. Yet there have been significant criticisms of the idea that probabilities could actually be represented in the mind. This paper presents and elaborates a view of subjective probability as a kind of sampling propensity associated with internally represented generative models. The resulting view answers to some of the most well known criticisms of subjective probability, and is also supported by empirical work in neuroscience (...) and behavioral psychology. The repercussions of the view for how we conceive of many ordinary instances of subjective probability, and how it relates to more traditional conceptions of subjective probability, are discussed in some detail. (shrink)

The present study collected a larger set of three-dimensional data on human crania from the Kofun period (as well as from previous periods, i.e., the Jomon and Yayoi periods) in the Japanese archipelago (AD 250 to around 700) than previous studies. Three-dimensional geometric morphometrics were employed to investigate human migration patterns in finer-grained phases. These results are consistent with those of previous studies, although some new patterns were discovered. These patterns were interpreted in terms of demic diffusion, archaeological findings, and (...) historical evidence. In particular, the present results suggest the presence of a gradual geological cline throughout the Kofun period, although the middle period did not display such a cline. This discrepancy might reflect social changes in the middle Kofun period, such as the construction of keyhole-shaped mounds in the peripheral regions. The present study implies that a broader investigation with a larger sample of human crania is essential to elucidating macro-level cultural evolutionary processes. (shrink)

John Dewey was the dominant voice in American philosophy through the World Wars, the Great Depression, and the nascent years of the Cold War. With a professional career spanning three generations and a profile that no public intellectual has operated on in the U.S. since, Dewey's biographer Robert Westbrook accurately describes him as "the most important philosopher in modern American history." In this superb and engaging introduction, Steven Fesmire begins with a chapter on Dewey’s life and works, before discussing and (...) assessing Dewey's key ideas across the major disciplines in philosophy; including metaphysics, epistemology, aesthetics, ethics, educational philosophy, social-political philosophy, and religious philosophy. This is an invaluable introduction and guide to this deeply influential philosopher and his legacy, and essential reading for anyone coming to Dewey's work for the first time. [The downloadable sample is Chapter Four, "Ethics Reconstructed."]. (shrink)

Appendix to lecture notes on "Nominal (re)centering: From Kalaallisut to UC1". Day 2 of advanced course on "Cross-linguistic compositional semantics" at LSA Summer Institute 2009 at UC Berkeley.

Objective: Compassion has been associated with eudaimonia and prosocial behavior, and has been regarded as a virtue, both historically and cross-culturally. However, the psychological study of compassion has been limited to laboratory settings and/or standard survey assessments. Here, we use an experience sampling method (ESM) to compare naturalistic assessments of compassion with standard assessments, and to examine compassion, its variability, and associations with eudaimonia and prosocial behavior. -/- Methods: Participants took a survey which included standard assessments of compassion and (...) eudaimonia. Then, over four days, they were repeatedly asked about their level of compassion, eudaimonia, and situational factors within the moments of daily life. Finally, prosocial behavior was tested using the Dual Gamble Task and an opportunity to donate task winnings. -/- Results: Analyses revealed within-person associations between ESM compassion and eudaimonia. ESM compassion also predicted eudaimonia at the next ESM time point. While not impervious to situational factors, considerable consistency was observed in ESM compassion in comparison with eudaimonia. Further, ESM compassion along with eudaimonia predicted donating behavior. Standard assessments did not. -/- Conclusion: Consistent with virtue theory, some individual’s reports displayed a probabilistic tendency toward compassion, and ESM compassion predicted ESM eudaimonia and prosocial behavior toward those in need. (shrink)

This article has provided a critical review of sampling procedures in the context of Sierra Leone. The basics of the two major types of sampling procedures (probability and non-probability) have been explained, with a view of shedding light on their usage to assist researchers in their pursuance of addressing proposed hypothetical statements. Problems associated with low literacy rate in Sierra Leone have been highlighted as a major concern, more so in the process of ensuring ethical code of conducts (...) are adhered to during the execution of sampling research. Research practices in the country needs a complete overhaul, particularly with its very low investment in ‘Higher Education Institutions (HEIs)’ to help support the backbone of research, and backed by investment in technology to assist with the enhancement of exploring sampling data in pursuit of addressing hypothetical postulates / research questions during research. (shrink)

There are few moral principles less controversial than “don’t touch people’s private parts without consent.” Though the principle doesn’t make explicit that there are exceptions, there clearly are some. Parents must wipe their infants. If an unconscious patient is admitted to the emergency room with a profusely bleeding laceration on their genitals, a doctor must give them stitches. The researchers who proposed the study in question, which would look for a connection between burn patients’ microbiomes and their clinical outcomes, presumably (...) believed they had identified an additional exception to the aforementioned principle. I argue that they did not. Rather, because of their tremendous inherent risks, we ought only to perform intimate procedures on those who can’t consent when the procedure is for their own good. -/- Intimate violations have been overlooked in both philosophy and medicine. Because of this, we have lacked an adequate conceptual framework for identifying certain kinds of harms research can inflict. When we understand these special risks, we see that the IRB was right to deny a waiver of consent. (shrink)

One of the disadvantages of the point estimate in survey sampling is that it fluctuates from sample to sample due to sampling error, as the estimator only provides a point value for the parameter under discussion. The neutrosophic approach, pioneered by Florentin Smarandache, is an excellent tool for estimating the parameters under consideration in sampling theory since it yields interval estimates in which the parameter lies with a very high probability. As a result, the neutrosophic technique, which (...) is a generalization of classical approach, is used to deal with ambiguous, indeterminate, and uncertain data. In this investigation, we suggest a new general family of ratio and exponential ratio type estimators for the elevated estimation of neutrosophic population mean of the primary variable utilizing known neutrosophic auxiliary parameters. For the first degree approximation, the bias and Mean Squared Error (MSE) of the suggested estimators are computed. The neutrosophic optimum values of the characterizing constants are determined, as well as the minimum value of the neutrosophic MSE of the suggested estimator is obtained for these optimum values of the characterizing scalars. Because the minimum MSE of the classical estimators of population mean lies inside the estimated interval of the neutrosophic estimators, the neutrosophic estimators are better than the equivalent classical estimators. The empirical investigation, which used both real and simulated data sets, backs up the theoretical findings. For practical utility in various areas of applications, the estimator with the lowest MSE or highest Percentage Relative Efficiency (PRE) is recommended. (shrink)

US citizens perceive their society to be one of the most diverse and religiously tolerant in the world today. Yet seemingly intractable religious intolerance and moral conflict abound throughout contemporary US public life - from abortion law battles, same-sex marriage, post-9/11 Islamophobia, public school curriculum controversies, to moral and religious dimensions of the Black Lives Matter and Occupy Wall Street movements, and Tea Party populism. Healthy Conflict in Contemporary American Society develops an approach to democratic discourse and coalition-building across deep (...) moral and religious divisions. Drawing on conflict transformation in peace studies, recent American pragmatist thought, and models of agonistic democracy, Jason Springs argues that, in circumstances riven with conflict between strong religious identities and deep moral and political commitments, productive engagement may depend on thinking creatively about how to constructively utilize conflict and intolerance. The result is an approach oriented by the recognition of conflict as a constituent and life-giving feature of social and political relationships. (shrink)

While examining the important role of imagination in making moral judgments, John Dewey and Moral Imagination focuses new attention on the relationship between American pragmatism and ethics. Steven Fesmire takes up threads of Dewey's thought that have been largely unexplored and elaborates pragmatism's distinctive contribution to understandings of moral experience, inquiry, and judgment. Building on two Deweyan notions—that moral character, belief, and reasoning are part of a social and historical context and that moral deliberation is an imaginative, dramatic rehearsal of (...) possibilities—Fesmire shows that moral imagination can be conceived as a process of aesthetic perception and artistic creativity. Fesmire's original readings of Dewey shed new light on the imaginative process, human emotional make-up and expression, and the nature of moral judgment. This original book presents a robust and distinctly pragmatic approach to ethics, politics, moral education, and moral conduct. [The downloadable sample is Chapter Seven, "The Moral Artist."]. (shrink)

The paper questions the compatibility of critical realism with ecological economics. In particular, it is argued that there is radical dissonance between ontological presuppositions of ecological economics and critical realist perspective. The dissonance lies in the need of ecological economics to state strict causal regularities in socio-economic realm, given the environmental intuitions about the nature of economy and the role of materiality and non-human agency in persistence of economic systems. Using conceptual apparatus derived from Andrew Brown’s critique of critical realism (...) and Bruno Latour’s actor-network theory, the paper refuses ontological nature/society dualism employed by critical realism, and stresses the role of non-humans in practical production and reproduction of socio-economic networks on the one hand, and in broadly defined ecological economic research on the other hand. (shrink)

Recent debates in psychopathy studies have articulated concerns about false-positives in assessment and research sampling. These are pressing concerns for research progress, since scientific quality depends on sample quality, that is, if we wish to study psychopathy we must be certain that the individuals we study are, in fact, psychopaths. Thus, if conventional assessment tools yield substantial false-positives, this would explain why central research is laden with discrepancies and nonreplicable findings. This paper draws on moral psychology in order to (...) develop tentative theory-driven exclusion criteria applicable in research sampling. Implementing standardized procedures to discriminate between research participants has the potential to yield more homogenous and discrete samples, a vital prerequisite for research progress in etiology, epidemiology, and treatment strategies. (shrink)

Psychopathy refers to a range of complex behaviors and personality traits, including callousness and antisocial behavior, typically studied in criminal populations. Recent studies have used self-reports to examine psychopathic traits among noncriminal samples. The goal of the current study was to examine the underlying factor structure of the Self-Report of Psychopathy Scale–Short Form (SRP-SF) across complementary samples and examine the impact of gender on factor structure. We examined the structure of the SRP-SF among 2,554 young adults from three undergraduate samples (...) and a high-risk young adult sample. Using confirmatory factor analysis, a four-correlated factor model and a four-bifactor model showed good fit to the data. Evidence of weak invariance was found for both models across gender. These findings highlight that the SRP-SF is a useful measure of low-level psychopathic traits in noncriminal samples, although the underlying factor structure may not fully translate across men and women. (shrink)

Simple random sampling resolutions of the raven paradox relevantly diverge from scientific practice. We develop a stratified random sampling model, yielding a better fit and apparently rehabilitating simple random sampling as a legitimate idealization. However, neither accommodates a second concern, the objection from potential bias. We develop a third model that crucially invokes causal considerations, yielding a novel resolution that handles both concerns. This approach resembles Inference to the Best Explanation (IBE) and relates the generalization’s confirmation to (...) confirmation of an associated law. We give it an objective Bayesian formalization and discuss the compatibility of Bayesianism and IBE. (shrink)

In this article I argue that including relaxed epistemic values in the justification of democracy through a pragmatist and non-monist approach is compatible with the democratic values of self-rule and pluralism (which are often seen as incompatible with "political truth"). First, I contend that pragmatist epistemology offers a more suitable approach to politics instead of the correspondence theory of finding "the one truth". Secondly, I argue that instead of choosing between monist (purely epistemic or procedural) accounts of justification of democracy (...) we should see epistemic values as part of a hybrid interpretation. Thirdly, I argue that epistemic values in democracy should be interpreted in a non-demanding way. Fourth and corresponding to previous points, I claim weak political cognitivism is phenomenologically most plausible for the democratic participant. I then continue to show that both the values of autonomy and pluralism, which are often considered antithetical to truth-claims, can be accommodated and even enhanced by epistemic values in the justification of democracy. (shrink)

Recent work by Kahan et al. (2017) on the psychology of motivated numeracy in the context of intracultural disagreement suggests that people are less likely to employ their capabilities when the evidence runs contrary to their political ideology. This research has so far been carried out primarily in the USA regarding the liberal–conservative divide over gun control regulation. In this paper, we present the results of a modified replication that included an active reasoning intervention with Western European participants regarding both (...) the hierarchy–egalitarianism and individualism–collectivism divides over immigration policy (n = 746; considerably less than the preregistration sample size). We reproduce the motivated numeracy effect, though we do not find evidence of increased polarization of high-numeracy participants. (shrink)

Most forms of human papillomavirus can create alterations on a woman's cervix that can lead to cervical cancer in the long run, while others can produce genital or epidermal tumors. Cervical cancer is a leading cause of morbidity and mortality among women in low- and middle-income countries. The prediction of cervical cancer still remains an open challenge as there are several risk factors affecting the cervix of the women. By considering the above, the cervical cancer risk factor dataset from KAGGLE (...) data warehouse is executed for predicting the cervical cancer risk classes. The cervical cancer data set is normalised with incomplete data and Pattern Calibration. Secondly, the interpretive data analysis is carried out, and the target feature's dispersion of the cervical cancer risk is visualised. Thirdly, several classifiers are fitted to the unprocessed data set, and the performance is measured with pre and post feature scaling. Fourth, oversampling methodologies are applied to the pre - processed data set. Fifth, the oversampled dataset by differment methods are applied to all the classifiers and the performance is compared with pre and post feature scaling. Sixth, Precision, recall, Fscore, accuracy, and running time are some of the metrics used in performance analysis. The code is written in Python and executed with Anaconda Navigator on the Spyder framework. The findings of the experiments reveal that the Random forest classifier tends to sustain 96% accuracy pre and post scaling for unporocessed dataset. Similarly the same classifier tends to sustain 98% accuracy for all the oversampling techniques. (shrink)

The Consequentialist Scale (Robinson, 2012) [89] assesses the endorsement of consequentialist and deontological moral beliefs. This study empirically investigated the application of the Greek translation of the Consequentialist Scale in a sample of native Greek speakers. Specifically, 415 native Greek speakers completed the questionnaire. To uncover the underlying structure of the 10 items in the Consequentialist Scale, an Exploratory Factor Analysis (EFA) was conducted. The results revealed a three-factor solution, where the deontology factor exhibited the same structure as the original (...) work by Robinson (2012) [89], while the original consequentialism factor split into two separate factors. Significant Pearson's r correlations were observed between age and responses to the Consequentialist Scale. Separate EFAs were conducted for two age groups based on a medial split: younger (36 years old or less) and older (more than 36 years old). Interestingly, the younger group exhibited a two-factor solution with the same structure as the original work, while the older group showed a three-factor solution. A hierarchical k-means cluster analysis revealed that the cluster of participants who scored higher in deontology compared to consequentialism primarily consisted of older participants, whereas the two other clusters comprised of younger participants exhibited the reverse pattern. Neither gender nor previous experience with philosophy significantly affected scores on the Consequentialist Scale. Overall, our study provides evidence that the Consequentialist Scale is suitable for use in the Greek population. (shrink)

Climate scientists often apply statistical tools to a set of different estimates generated by an “ensemble” of models. In this paper, I argue that the resulting inferences are justified in the same way as any other statistical inference: what must be demonstrated is that the statistical model that licenses the inferences accurately represents the probabilistic relationship between data and target. This view of statistical practice is appropriately termed “model-based,” and I examine the use of statistics in climate fingerprinting to show (...) how the difficulties that climate scientists encounter in applying statistics to ensemble-generated data are the practical difficulties of normal statistical practice. The upshot is that whether the application of statistics to ensemble-generated data yields trustworthy results should be expected to vary from case to case. (shrink)

................English....................... The purpose of this study is to reveal university students’ perceptions regarding Holy Qur’an through metaphors. The survey group of study consists of 194 participants who were studying in Theology Department and Social Service Department at Gümüşhane University in the 2014-2015 academic terms. Both quantitative and qualitative methods are used together. The study’s data was collected through a form with the phrase “The Holy Qur’an is similar/like…, because...” and some demographical variables. The Content Analysis Technique was used to interpret (...) data. Results of this study determined that 44 different metaphors regarding Holy Qur’an were given by participants. Theme of these metaphors were compiled as 9 categories consisting of directional, life source, explanatory, key, protective, curative, instructive, speech, and other categories. Top metaphors are in the directional, life source and explanatory categories. Key words are metaphor, perception, The Qur’an perception, religious concepts, and religious symbols. Getting data through comprehensive and in-dept analysis can help to have information about concepts of holy books in the human mind. The purpose of this study is to pick out perceptions of university students with regard to the Holy Qur’an through metaphors. For this reason, these questions are searched by researchers: 1) What are the metaphors which used by university students on description of perceptions regarding the Holy Qur’an? 2) How are the metaphors regarding the Holy Qur’an categorized in terms of common characteristics which produced by university students? 3) Are there any links between socio-demographic variables and composed metaphoric categories? One of the qualitative data collection technics, data collecting through metaphors method is used, and is asked open-ended question in the study. Picking up similarities and diversities under thematic topics is quite easy in the method. Therefore, this method has a functional feature in the sociology, psychology and anthropology, and it gives a wealthy and qualified image about matter, phenomenon, event and situation (Yıldırım & Şimşek 2005, 212). The target population of the study consists of students who were taking education at Gümüşhane University. Easily accessible and availability principles pursued in the sample choosing. In the distribution of participants according to the demographical features, females have 61.9 percent (n:120) and males have 38.1 percent (n:74) in terms of gender. Students who graduated from religious vocational high school is 61.3 percent (n:119), and others who from other high schools is 38.7 percent (n:75) in terms of graduated from different high schools. Students in theology department have 68.0 percent (n:132), and students who were educated in the social service department have 32.0 percent (n:62). Research data is gathered through survey form includes “The Holy Qur’an is like/similar to…, because…” sentence and demographical variabilities. Data, gathered from 194 survey forms, is transferred to the Excel and the SPSS program. In an attempt to reliability of study, gathered metaphors is examined by four area expert. Frequencies (f) and percentages (%) is taken into consideration in the process of replacing metaphors to the tables. Data analysis technique is used on the getting relationships and explaining gathered data, while content analysis technique is used on the interpreting of data. The SPSS program is used in the analysis of quantitative data. Obtained data from the surveys and composed categories is associated with descriptive statements in the verses of the Holy Qur’an. In the composed categories demonstrate distribution of produced 44 different metaphors with regard to the Holy Qur’an as 9 categories. According to this, the sample is represented in the categories as 64.4 % (f:125) is in the ‘directional’, 11.3 % (f:22) is in the ‘life source’, 7.7 % (f:15) is in the ‘explanatory’, 3.1 % (f:6) is in the ‘key’, 3.1 % (f:6) is in the ‘protective’, 2.1 % (f:4) is in the ‘curative’, 2.1 % (f:4) is in the ‘instructive’, 2.1 % (f:4) is in the ‘speech’ and 4.1 % (f:8) is in the ‘other’ categories. Distributions of composed categories are represented according to common characteristics as frequencies and percentages in the next tables. In the distribution of produced metaphors in the ‘directional’ category, university students produced 7 different metaphors (f:125). Frequencies of produced metaphors in the category are such that: guide (f:41), advisor (f:25), mentor (f:19), compass (f:16), road map (f:8), route (f:3) and other (f:13). According to the result, it is understood that aspects of guide, advisor, mentor and compass stood mostly out in the category. In the ‘life source’ category, 6 different metaphors (f:22) is developed by participants. Developed metaphors’ frequencies in the category are the following: life (f:4), lifeblood (f:4), weather (f:2), water (f:2), inheritance (f:2) and others (f:7). So, life and lifeblood aspects stood mostly out in the category. In the ‘explanatory’ category, 5 different metaphor (f:15) is developed by participants. Frequencies of produced metaphors in the category are such that: light (f:5), sun (f:3), flashlight (f:2), torch (f:2) and other (f:3). According to the result, it is understood that aspects of light and sun stood mostly out in the category In the ‘protective’ category, 5 different metaphors (f:6) is developed by participants. Frequencies of produced metaphors in the category are such that: saver (f:2), lifeguard (f:1), hereafter-saving (f:1), escapeway (f:1) and branch to catch (f:1). According to the result, it is understood that aspect of saver stood mostly out in the category. In the ‘instructive’ category, 4 different metaphors (f:6) is developed by participants. Frequencies of produced metaphors in the category are such that: reference book (f:1), dictionary (f:1), priceless book (f:1) and life encyclopedia (f:1). In the ‘speech’ category, it is seen that 4 different metaphors (f:6) is developed by participants. Frequencies of produced metaphors in the category are such that: divine message (f:1), speaking truth (f:1), Allah’s dialogue with us (f:1) and final word (f:1). In the ‘key’ category, 3 different metaphors (f:6) is developed by participants. Frequencies of produced metaphors in the category are such that: a key (f:4), the key of heaven (f:1) and the key of salvation (f:1). In the ‘curative’ category, 2 different metaphors (f:4) is developed by participants. Frequencies of produced metaphors in the category are such that: a pill (f:3) and doctor (f:1). In the ‘others’ category, 8 different metaphors (f:8) is developed by participants. Frequencies of produced metaphors in the category are such that: world (f:1), the friend of lonely passenger (f:1), the tree with fruit (f:1), hereafter (f:1), priceless treasure (f:1), miracle (f:1), philosophy (f:1) and mirror (f:1). Participants composed of 44 different metaphors regarding the Holy Qur’an. The metaphors were summed up in the 9 categories as ‘directional’, ‘life source’, ‘explanatory’, ‘key’, ‘protective’, ‘curative’, ‘instructive’, ‘speech’ and ‘other’ To results of the study; guide, advisor, mentor and compass aspects of the Qur’an came into prominence at most in the ‘directional’ category, when life and lifeblood aspects of the Qur’an came into prominence at most in the ‘life source’ category. Light and sunny aspects of the Qur’an came into prominence at most in the ‘explanatory’ category, while saver aspect of the Qur’an came into prominence at most in the ‘protective’ category. Instructive aspect of the Qur’an came into prominence at most in the ‘instructive’ category. Speech aspect of the Qur’an came into prominence at most in the ‘speech’ category, while key aspect of the Qur’an came into prominence at most in the ‘key’ category. Moreover, pill aspect of the Qur’an came into prominence at most in the ‘curative’ category. Whatsoever world, friend of single traveler, tree with fruit, hereafter, priceless treasure, miracle, philosophy and mirror aspects of the Qur’an came into prominence at most in the ‘other’ category. It is inferred that significant relationships between demographic variables and metaphor categories. In terms of major variable; theology students were composed of more metaphor in the ‘explanatory’ and ‘instructive’ categories, while social service students were composed of more metaphor in the ‘life source’ category. In terms of gender variable; females composed of more metaphor in the ‘curative’ and ‘other’ categories, while males composed of more metaphor in the ‘directional category. In terms of graduating high school variable, students who graduated from religious vocational high school composed of more metaphor in the ‘key’ and ‘speech’ categories, when students who graduated from other high school composed of more metaphor in the ‘directional’ category. Whatsoever, in terms of having the Qur’an education in their life status variable, had the Qur’an education in their life students composed of more metaphor in the ‘curative’ and ‘other’ categories, while other group composed of more metaphor in the ‘directional’. Moreover, in terms of perception of subjective religiousness, students who think themselves are ‘religious’ composed of more metaphor in the ‘key’ and ‘other’ categories, while students who think themselves are ‘less religious’ composed of more metaphor in the ‘explanatory’ category. In terms of perception of family religiousness, students who think own family ‘less religious’ composed of more metaphor in the ‘directional’ and ‘life source’ categories, when students who think own family ‘religious’ composed of more metaphor in the ‘key’ category. It can be suggested by the results of this study; perception of the Qur’an can be studied with the different study techniques, or it can be studied in the different research groups with the same technique. Muslims’ perceptions regarding the Holy Qur’an can be examined with intercultural comparative studies. Perceptions regarding the Holy Qur’an can be researched through interviews. Members’ perception regarding holy book that have different religious faith can be comparatively examined. Individuals’ perceptions regarding different religious concepts can be studied through metaphors. .................. Turkish...................Bu araştırmanın amacı üniversite öğrencilerinin Kur’an-ı Kerim’e ilişkin algılarını metaforlar aracılığıyla ortaya çıkarmaktır. Araştırmanın çalışma grubunu, 2014-2015 eğitim öğretim yılında Gümüşhane Üniversitesi İlahiyat Fakültesi ve Sosyal Hizmetler bölümünde öğrenim gören 194 katılımcı oluşturmaktadır. Araştırmada nitel ve nicel yöntemler birlikte kullanılmıştır. Araştırma verileri, “Kur’an-ı Kerim……gibidir, çünkü……” cümlesini ve demografik değişkenleri içeren bir form aracılığıyla toplanmıştır. Verilerin analizi ve yorumlanmasında içerik analizi tekniği kullanılmıştır. Araştırmada Kur’an’a ilişkin 44 farklı metafor geliştirildiği tespit edilmiştir. Bu metaforlardan ‘yönlendirici’, ‘yaşam kaynağı’, ‘açıklayıcı’, ‘anahtar’, ‘koruyucu’, ‘öğretici’, ‘derman’, ‘kelam’ ve ‘diğer’ olmak üzere 9 farklı kategori oluşturulmuştur. Üretilen metaforların ‘yönlendirici’, ‘yaşam kaynağı’ ve ‘açıklayıcı’ kategorilerinde yoğunlaştığı görülmüştür. Demografik değişkenler ile metafor kategorileri arasındaki ilişkiyi ortaya çıkarmak araştırmanın ikincil amaçlarındandır ve bu yönüyle sonuçlar değerlendirildiğinde değişkenler ile kategoriler arasında anlamlı ilişkiler olduğu tespit edilmiştir. Demografik değişkenler ile kategori ilişkisinde fakülte değişkeni açısından ilahiyat öğrencileri ‘açıklayıcı’ ve ‘öğretici’ kategorilerinde daha fazla metafor üretirken sosyal hizmet öğrencileri ‘yaşam kaynağı’ kategorisinde daha fazla metafor üretmiştir. Cinsiyet değişkeni açısından ise kız öğrenciler ‘derman’ ve ‘diğer’ kategorilerinde daha fazla metafor üretirken erkek öğrenciler ‘yönlendirici’ kategorisinde daha fazla metafor üretmiştir. Lise mezuniyeti açısından bakıldığında da İHL’den mezun olanlar ‘anahtar’ ve ‘kelam’ kategorilerinde daha fazla metafor üretirken diğer lise mezunları ‘yönlendirici’ kategorisinde daha fazla metafor üretmiştir. Kur’an Kursu eğitimi alma değişkeni açısından ise Kur’an kursu eğitimi alanlar ‘derman’ ve ‘diğer’ kategorilerinde daha fazla metafor üretirken Kur’an Kursu eğitimi almayanlar ‘yönlendirici’ kategorisinde daha fazla metafor üretmiştir. Ayrıca öznel dindarlık ve aile dindarlık algılarıyla metafor kategorileri arasında da anlamlı ilişkiler elde edilmiştir. (shrink)

In their landmark 2010 paper, “The weirdest people in the world?”, Henrich, Heine, and Norenzayan outlined a serious methodological problem for the psychological and behavioural sciences. Most of the studies produced in the field use people from Western, Educated, Industrialised, Rich and Democratic (WEIRD) societies, yet inferences are often drawn to the species as a whole. In drawing such inferences, researchers implicitly assume that either there is little variation across human populations, or that WEIRD populations are generally representative of the (...) species. Yet neither of these assumptions is justified. In many psychological and behavioural domains, cultural variation begets cognitive variation, and WEIRD samples are recurrently shown to be outliers. In the years since the article was published, attention has focused on the implications this has for research on extant human populations. Here we extend those implications to the study of ancient _H. sapiens_, their hominin forebears, and cousin lineages. We assess a range of characteristic arguments and key studies in the cognitive archaeology literature, identifying issues stemming from the problem of sample diversity. We then look at how worrying the problem is, and consider some conditions under which inferences to ancient populations via cognitive models might be provisionally justified. (shrink)

We advance a theory of the representational role of Euclidean diagrams according to which they are samples of co-exact features. We contrast our theory with two other conceptions, the instantial conception and Macbeth’s iconic view, with respect to how well they accommodate three fundamental constraints on theories of the Euclidean diagrammatic practice— that Euclidean diagrams are used in proofs whose results are wholly general, that Euclidean diagrams indicate the co-exact features that the geometer is allowed to infer from them and (...) that Euclidean diagrams play the same role in both direct proofs and indirect proofs by reductio—and argue that our view is the one best suited to account for them. We conclude by illustrating the virtues of our conception of Euclidean diagrams as samples by means of an analysis of Saccheri’s quadrilateral. (shrink)

This rich book, the best I’ve read in consciousness studies, offers more at each encounter. It was a brilliant idea to evaluate Hurlburt’s Descriptive Experience Sampling method through concrete sceptical enquiry by Schwitzgebel, whose role as open-minded but hard-nosed interlocutor makes the debate an intriguing, even gripping read. The radically different views about introspective reports held by the two authors are put to the test in the concrete context of ‘an examination, in unprecedented detail, of random moments of one (...) person’s experience ’.1 In addition to the ongoing central pursuit of the general question ‘Can we believe people’s reports about their inner experience?’, a raft of more specific issues are addressed as they arise in the sampling interviews. The book’s excellent organization, using in-text boxes linked by detailed crossreferencing into indexed threads, reinforces the thrilling sense that our access to the inner life of one person, ‘Melanie’, is bringing real progress on a number of fronts at once. Eric’s robust scepticism remains, but is tempered somewhat by being forced to confront the real constraints and opportunities of gathering information from a live subject. By the end of the project, he accepts that Russ’s ‘beep-andinterview methods’ deserve a central role in introspective science (p. (shrink)

This study examined the relationship between psychopathy and two components of empathy including a cognitive component (e.g., perspective-taking ability) and an affective component (e.g., compassion) in a community sample. The Psychopathic Personality Inventory Short Form was used to assess psychopathy and several psychological measures were used to test empathy including the Interpersonal Reactivity Index, the Diagnostic Analysis of Nonverbal Accuracy-2, and the Test of Self Conscious Affect -3. Across instruments, psychopathy (as a unitary construct) appeared to be negligibly correlated with (...) perspective-taking scales and negatively correlated with the affective components of empathy. Findings indicated that the emotional deficits were noted most prominently for the behavioral component of psychopathy. Results also showed that higher psychopathy scores in community participants were linked to higher levels of antisocial conduct. (shrink)

杜威与道德想象力伦理学中的实用主义, Chinese translation by Xu Peng and Ma Ru Jun Yi of John Dewey and Moral Imagination: Pragmatism in Ethics (Peking University Press, 2010), Pragmatism Study Series. Introduction and ch. 7 (The Moral Artist) included in this sample. Original English publication: Indiana University Press, 2003.