We argue why interpretability should have primacy alongside empiricism for several reasons: first, if machine learning models are beginning to render some of the high-risk healthcare decisions instead of clinicians, these models pose a novel medicolegal and ethical frontier that is incompletely addressed by current methods of appraising medical interventions like pharmacological therapies; second, a number of judicial precedents underpinning medical liability and negligence are compromised when ‘autonomous’ ML recommendations are considered to be en par with human instruction in specific (...) contexts; third, explainable algorithms may be more amenable to the ascertainment and minimisation of biases, with repercussions for racial equity as well as scientific reproducibility and generalisability. We conclude with some reasons for the ineludible importance of interpretability, such as the establishment of trust, in overcoming perhaps the most difficult challenge ML will face in a high-stakes environment like healthcare: professional and public acceptance. (shrink)

This paper introduces an interesting class of predicates that come in pairs, so-called total and partial predicates. It will be shown that such predicates contribute to an explanation for the weak and strong interpretations of donkey sentences. This paper proposes that the phenomenon of weak and strong interpretations is real, and that whether a sentence receives the weak or the strong interpretation depends on the predicate in the nuclear scope of the sentence. It also proposes that sum individuals are calculated (...) at some level before the nuclear scope of the sentence is processed. Once the sum individuals are calculated, it will be decided whether the nuclear scope is true of at least one element of the sum individual (weak interpretation) or true of all elements of the sum individual (strong interpretation). (shrink)

BackgroundAmidst expanding roles in education and policy making, questions have been raised about the ability of Clinical Ethics Committees (CEC) s to carry out effective ethics consultations (CECons). However recent reviews of CECs suggest that there is no uniformity to CECons and no effective means of assessing the quality of CECons. To address this gap a systematic scoping review of prevailing tools used to assess CECons was performed to foreground and guide the design of a tool to evaluate the quality (...) of CECons.MethodsGuided by Levac et al’s (2010) methodological framework for conducting scoping reviews, the research team performed independent literature reviews of accounts of assessments of CECons published in six databases. The included articles were independently analyzed using content and thematic analysis to enhance the validity of the findings.ResultsNine thousand sixty-six abstracts were identified, 617 full-text articles were reviewed, 104 articles were analyzed and four themes were identified – the purpose of the CECons evaluation, the various domains assessed, the methods of assessment used and the long-term impact of these evaluations.ConclusionThis review found prevailing assessments of CECons to be piecemeal due to variable goals, contextual factors and practical limitations. The diversity in domains assessed and tools used foregrounds the lack of minimum standards upheld to ensure baseline efficacy.To advance a contextually appropriate, culturally sensitive, program specific assessment tool to assess CECons, clear structural and competency guidelines must be established in the curation of CECons programs, to evaluate their true efficacy and maintain clinical, legal and ethical standards. (shrink)

In this article, I present different characteristics of de jure coreference, including an epistemological one and a logical one. Then, I present the semantic relation of coordination as what explains or grounds the phenomenon of de jure coreference. And I compare two theories of relational semantics, Fine’s (2007) and Taschek’s (1995a, 1995b, 1998), with respect to two famous puzzles in the philosophy of language, Frege’s puzzle and Kripke’s puzzle about belief. Lastly, I briefly discuss coordination between empty terms.

This work critically builds on James K. A. Smith's postmodern Pentecostal epistemology with the aid of Reformed epistemology. The resulting postmodern Christian epistemology retains the central postmodern characteristics of perspectivalism and embodiment while integrating the truth element of Reformed epistemology’s warrant criteria.

From 1982 through 2016, Korean media outlets have reported over 120 instances of vandalism, arson and harassment targeting Buddhist temples and facilities in South Korea. An extension of on-going tensions between South Korea’s Buddhist and Evangelical Protestant communities, this one-sided wave of violence and harassment has caused the destruction of numerous temple buildings and priceless historical artifacts, millions of USD in damages, and one death. This article surveys these incidents of anti-Buddhist vandalism, arson, and harassment, analyzing their general characteristics and (...) summarizing major instances of each, before examining the frequency of these incidents within the wider chronology of recent Evangelical-Buddhist tensions. It then examines the responses from South Korea’s Buddhist and Evangelical communities and various government agencies, as well as the effects of these responses, before investigating the relationship between these incidents and the mainstream Evangelical doctrines of religious exclusivism, dominionism and spiritual warfare. The article closes with a discussion of the need for further research into these incidents and the wider Evangelical-Buddhist tensions surveyed herein as well as the relevance of such research to inter-religious conflicts outside Korea. (shrink)

This study examines the ethical permissibility of biomedical moral enhancement (BME) for psychopaths, considering both coercive and voluntary approaches. To do so, I will first briefly explain what psychopaths are and some normative implications of these facts. I will then ethically examine three scenarios of BME for psychopaths: (1) coercive BME for non‐criminal psychopaths, (2) coercive BME for psychopathic offenders, and (3) voluntary BME for psychopathic offenders. I will argue that coercive BME for non‐criminal psychopaths is ethically problematic due to (...) issues of cost, invasion of privacy, and stigmatic effects of compulsory diagnosis. Similarly, I will argue that coercive BME for criminals is impermissible due to violations of the rights to bodily and mental integrity. However, I will show that voluntary BME for offenders may be ethically permissible under certain conditions, challenging the critique that the consent of vulnerable prisoners cannot be considered fully voluntary. I argue that when an offender is provided with sufficient medical and legal information, incentives such as the possibility of parole review based on BME results do not preclude the voluntariness of consent. Ultimately, I aim to advance the debate on BME for psychopaths by delineating and defending conditions for the ethical permissibility of voluntary BME. (shrink)

To the extent of contesting visions of AI technology, both utopian and dystopian views of AI and humanoid technology resonate particular assumption of human subjectivity originated from modern enlightenment philosophy (i.e., Descartes, Kant). Accordingly, the series of transhumanism including Kurzweil, Moravec and Harrari envision evolution of human capability through the advancement of AI technology while assuming human subjectivities based on Cartesian dualism. As transhumanism is critically viewed by diverse perspectives including from philosophical, technological, cultural and religious stand points, post-humanism address (...) issues of human subjectivities and human/environmental relations with regard to evolution of AI technology. This article delves into media representation of futurist vision of AI technology in different regions in the world. Em(dis)bodiment of AI and humanoids in Hollywood and Asian SF (science fiction) films, for example, resonates philosophical and cultural debates between transhumanism and posthumanism. This article addresses theoretical discussions in relation to the development of AI technology and design of humanoid by comparing liberal views of human subjectivities (i.e., Descartes and Kant) with critical views against it (i.e., Heidegger and Foucault). The issues of cultural diversity in relation to the development of AI technology is particularly highlighted by introducing theories of non-Western scholarship and examining distinctive media representation of AI in the East and the West. (shrink)

Context Conflicts over treatment decisions have been linked to physicians' emotional states. Objective To measure the prevalence of emotional exhaustion and conflicts over treatment decisions among US obstetrician/gynaecologists (ob/gyns), and to examine the relationship between the two and the physician characteristics that predict each. Methods Mailed survey of a stratified random sample of 1800 US ob/gyn physicians. Criterion variables were levels of emotional exhaustion and frequency of conflict with colleagues and patients. Predictors included physicians' religious characteristics and self-perceived empathy. Results (...) Response rate among eligible physicians was 66% (1154/1760). 36% of ob/gyns reported high levels of emotional exhaustion, and majorities reported conflict with colleagues (59%) and patients (61%). Those reporting conflict were much more likely to report emotional exhaustion (58% vs 29% who never conflict, OR, 95% CI 2.8, 1.6 to 4.8 for conflict with colleagues; 55% versus 26%, OR, 95% CI 2.2, 1.4 to 3.5 for conflict with patients). Physicians with lower self-perceived empathy were more likely to report physician-patient conflicts (65% vs 58% with higher empathy, OR, 95% CI 1.4, 1.0 to 1.9), as were female ob/gyns (66% vs 57% of males, OR, 95% CI 1.5, 1.1 to 2.0). Foreign-born physicians were less likely to report such conflicts (47% vs 64% of US born, OR, 95% CI 0.5, 0.4 to 0.8). Physicians' religious characteristics were not significantly associated with reporting conflict. Conclusions Conflicts over treatment decisions are associated with physicians' empathy, gender, immigration history and level of emotional exhaustion. With respect to the latter, conflict in the clinical encounter may represent an overlooked source or sign of burnout among ob/gyns. (shrink)

Since digital piracy has posed a significant threat to the development of the software industry and the growth of the digital media industry, it has, for the last decade, held considerable interest for researchers and practitioners. This article will propose an integrated model that combines the theory of planned behavior (TPB) and ethics theory, the two theories that are most often used in digital piracy studies. Data were obtained from university students in China, and the model was examined using the (...) structural equation model (SEM). The results show that moral obligation and justice, derived from ethics theories and TPB variables, such as attitude, subjective norms, and perceived behavioral control, influence the behavioral intentions of individuals to commit digital piracy. The attitude of individuals toward digital piracy is also found to be influenced by perceived benefits, perceived risk, and habit. (shrink)

Communicating with multiple addressees poses a problem for speakers: Each addressee necessarily comes to the conversation with a different perspective—different knowledge, different beliefs, and a distinct physical context. Despite the ubiquity of multiparty conversation in everyday life, little is known about the processes by which speakers design language in multiparty conversation. While prior evidence demonstrates that speakers design utterances to accommodate addressee knowledge in multiparty conversation, it is unknown if and how speakers encode and combine different types of perspective information. (...) Here we test whether speakers encode the perspective of multiple addressees, and then simultaneously consider their knowledge and physical context during referential design in a three‐party conversation. Analyses of referential form—expression length, disfluency, and elaboration rate—in an interactive multiparty conversation demonstrate that speakers do take into consideration both addressee knowledge and physical context when designing utterances, consistent with a knowledge‐scene integration view. These findings point to an audience design process that takes as input multiple types of representations about the perspectives of multiple addressees, and that bases the informational content of the to‐be‐designed utterance on a combination of the perspectives of the intended addressees. (shrink)

Speakers tend to produce disfluencies when naming unexpected or complex items; in turn, when perceiving disfluency, listeners tend to expect upcoming reference to items that are unexpected or complex to name. In two experiments, we examined if these disfluency-based expectations are routine, or instead, if they adapt to the way the speaker uses disfluency in the current context in a talker-specific manner. Participants listened to instructions to look at objects in contexts with several images, some of which lacked conventional names. (...) We manipulated the co-occurrence of disfluency and reference to novel versus familiar objects in a single talker situation (Experiment 1) and in a multi-talker situation (Experiment 2). In the predictive condition, disfluent expressions referred to novel objects, and fluent expressions referred to familiar objects. In the nonpredictive condition, fluent and disfluent trials referred to either familiar or novel objects. Participants’ gaze revealed that listeners more readily predicted familiar images for fluent trials and novel images for disfluent trials in the predictive condition than in the nonpredictive condition. In sum, listeners adapted their expectations about upcoming words based on recent experience with disfluency. Disfluency is not invariably processed, but instead a cue that is flexibly interpreted depending on the local context even in a multi-talker setting. (shrink)

Religion has become a new focus of study in the investigation of current crises and social conflicts in the post-modern world. This study seeks to examine the role of religion in social change and to discover possible alternatives to social problems. East Asian countries have followed a different path of development from Western societies, which is illustrated by the close affinity between religion and modernization, in contrast to the assumptions of secularization theories. The strong role of religion in modernization promotes (...) not only rapid economic development, but also social integration and a strong sense of cultural identity. Although East Asian development is often defined the model of Confucianism-led development, Christianity have been strongly involved in modernizing societies and restructuring social class in East Asia. In the complex nexus of social dynamics, social role of religion changes into another phase in the 21 st century. South Korea is the particular focus of this study because Korea illustrates the dynamic influence of religion in social development, and the drastic changes in the role of religion in the public domain among East Asian countries. This new religious phase reflects a power shift from religious institutions to the media. Spiritual life becomes mediatized when institutionalized religion declines. The mediatization of religion in South Korea demonstrates the double-edged sword of this process, by modifying spirituality into the media logic and, at the same time, by reviving native beliefs and cultural integrity alternative to Western capitalist development. (shrink)

My dissertation is concerned with some recent attempts to develop a naturalistic account of perceptual judgement as a step towards a solution of the metaphysical problem of intentionality. Broadly speaking, two naturalistic approaches to this issue can be found in the recent literature: the causal theories of Fodor and others, and the teleological account of Millikan and Papineau. I present both approaches, and exhibit one common problem facing these accounts. The common problem is what I call, "The Problem of Multiple (...) Contents." Crudely speaking, the problem for a causal theory of perceptual content is that normally there are multiple causal links between an object and the perception of it. What is special about the cup that makes it the object of perception? A parallel problem occurs for the teleological theory which emphasizes the effects of a perceptual state for the determination of its object. I argue that the above accounts don't have enough resources to single out a unique intentional content. ;I turn next to Dretske's account, which combines elements of and , an account centered on the notion of "indication function". Dretske's sophisticated account turns out, after a careful examination, not to be completely free from the problem that afflicts and . ;In the final chapter of my dissertation, I propose a strategy for solving the problem of multiple contents. My proposal is based on the observation that perceptual objects are often what we interact with not only through sensory transactions, but also through behavior. Sensory information from the objects located in a perceiver's environment guides his behavior, and which in turn make an impact on the environment, in particular, on those very objects which triggered the perceptually guided behavior. There is something special about the object of perception in that it lies at the intersection of the sensory causal chain and the behavioral chain. Much work needs to be done before this strategy will yield a full account of intentionality. Nevertheless, I argue that it is a promising approach to the problem of multiple contents. (shrink)

In the mid-1980s, Dario Donatelli participated in a laboratory study of the effects of around 800 h of practice on digit-span and increased his digit-span from 8 to 104 digits. This study assessed changes in the structure of his memory skill after around 30 years of essentially no practice on the digit-span task. On the first day of testing, his estimated span was only 10 digits, but over the following 3 days of testing it increased to 19 digits. Further analyses (...) of his recall performance and verbal reports identified which mechanisms of the original memory skill he could retrieve or reacquire over the 3 days of practice. We discuss theoretical implications for the retention of skilled memory performance, the effects of age-related changes in memory on it, and for the future study of the effects of disuse on exceptional performance and complex skill. (shrink)

How do speakers design what they say in order to communicate effectively with groups of addressees who vary in their background knowledge of the topic at hand? Prior findings indicate that when a speaker addresses a pair of listeners with discrepant knowledge, that speakers Aim Low, designing their utterances for the least knowledgeable of the two addressees. Here, we test the hypothesis that speakers will depart from an Aim Low approach in order to efficiently communicate with larger groups of interacting (...) partners. Further, we ask whether the cognitive demands of tracking multiple conversational partners' perspectives places limitations on successful audience design. We find that speakers can successfully track information about what up to four of their partners do and do not know in conversation. When addressing groups of 3–4 addressees at once, speakers design language based on the combined knowledge of the group. These findings point to an audience design process that simultaneously represents the perspectives of multiple other individuals and combines these representations in order to design utterances that strike a balance between the different needs of the individuals within the group. (shrink)

Why do people with psychopathology use less adaptive and more maladaptive strategies for negative emotions if such usage has self-destructive consequences? Although researchers have examined the reasons for people’s engagement in maladaptive “behaviors,” such as nonsuicidal self-injury, surprisingly little attention has been paid to the reasons why people might endorse maladaptive emotion regulation (ER) strategies. This article addresses this question, focusing on the case of depression, evaluating an array of 10 possible explanations. After considering the existing evidence, we provide a (...) blueprint to help the field reach stronger conclusions about depression and other forms of psychopathology. Better understanding of the origins of healthy/unhealthy ER has implications for clinical science, clinical practice, as well as their integration. (shrink)

SummaryThe trends of intermarriage, and the attitude to it, of Koreans in Japan were examined. About 47% of total marriages of Koreans during the period 1965–79 comprised a husband and wife of different nationality. The proportion of Korean–Japanese marriages was higher than that of Korean–Korean marriages in recent years. Attitudes of Koreans in Japan are likely to favour intermarriage with Japanese. The results suggest that mixed marriages of Koreans and Japanese will continue to increase and may influence the future fertility (...) of Koreans in Japan. (shrink)

A previous study demonstrated that consonant recognition improved significantly in normal hearing listeners when useful frequency and time ranges were intensified by 6 dB. The goal of this study was to determine whether bilateral cochlear implant and bilateral hearing aid users experienced similar enhancement on consonant recognition with these intensified spectral and temporal cues in noise. In total, 10 BCI and 10 BHA users participated in a recognition test using 14 consonants. For each consonant, we used the frequency and time (...) ranges that are critical for its recognition, identified from normal hearing listeners. Then, a signal processing tool called the articulation-index gram was utilized to add a 6 dB gain to target frequency and time ranges. Consonant recognition was monaurally and binaurally measured under two signal processing conditions, unprocessed and intensified target frequency and time ranges at +5 and +10 dB signal-to-noise ratio and in quiet conditions. We focused on three comparisons between the BCI and BHA groups: AI-Gram benefits, enhancement in binaural benefits via the AI-Gram processing, and reduction in binaural interferences via the AI-Gram processing. The results showed that the mean AI-Gram benefit was significantly improved for the BCI and BHA groups. However, the mean binaural benefit was not improved after AI-Gram processing. Individual data showed wide ranges of the AI-Gram benefit and binaural benefit for both groups. Individual data also showed a decrease in binaural interference in both groups after AI-Gram processing. These results suggest that the frequency and time ranges, intensified by the AI-Gram processing, contribute to consonant enhancement for monaural and binaural listening and both BCI and BHA technologies. The intensified frequency and time ranges helped to reduce binaural interference but contributed less to the synergistic binaural benefit in consonant recognition for both groups. (shrink)

De jure coreference in a discourse is typically understood as explicit coreference that speakers are required to recognize in order to count as having correctly understood the discourse. For example, in an utterance of the sentence ‘Tom went to the market because he needed soy milk’, the two underlined terms are typically coreferential in a way that appreciating their coreference is required to fully understand the utterance. Often, de jure coreference is understood as an equivalence relation, so in particular it (...) is thought of as a transitive relation. However, Pinillos (Philos Stud 154(2):301–324, 2011) provides examples that apparently challenge the transitivity of de jure coreference. In this paper, I argue for two claims. First, while it is inconclusive whether the relevant terms in Pinillos’s examples satisfy his third condition, it is much clearer that they fail to satisfy his first two conditions. Given that Pinillos’s conditions capture important characteristics of de jure coreference, his examples do not successfully show the non-transitivity of de jure coreference. Second, I present an alternative account of his examples, one that shows which representation the anaphoric pronoun in an example of the sort that he presents is de jure coreferential with. (shrink)

According to one interpretation, Montesquieu believed that laws should be suited to the particular physical and moral characteristics of a nation, and that political change should not be abruptly imposed. However, as Montesquieu nonetheless condemned despotism, he argued that change in despotic regimes should happen gradually through the noncoercive alternative of doux commerce. My aim is to challenge this interpretation of Montesquieu in two ways. First of all, Montesquieu was far more skeptical about the possibility of political change; so strong (...) was his physical determinism that Montesquieu himself thought that despotic states could not be reformed, even through commerce. Second, even though successors of Montesquieu—such as the Abbé Raynal—did view the use of force in reforming despotic states as futile and preferred commerce as a benign alternative, they had to acknowledge that even commerce could not take root in those supposedly despotic states without coercion. The two most representative doux commerce theorists of the eighteenth century, when confronted with the prevailing trope of Oriental despotism, were far less optimistic about the civilizing effect of commerce than today’s interpretations suggest. My reading of The Spirit of the Laws and The History of the Two Indies suggests the limits of turning to eighteenth-century doux commerce ideals to theorize political reform in so-called despotic governments today. (shrink)

Researchers have postulated that deficits in cognitive control are associated with, and thus may underlie, the perseverative thinking that characterises generalised anxiety disorder. We examined associations between cognitive control and levels of spontaneous state rumination following a stressor in a sample of healthy control participants and participants with GAD. We assessed cognitive control by measuring working memory capacity, defined as the ability to maintain task-relevant information by ignoring task-irrelevant information. To this end, we used an affective version of the reading (...) span task with valenced distractors. Lower WMC in the presence of negative distractors was associated with greater state rumination in the GAD group, but not in the CTL group. These findings suggest that difficulty maintaining task-relevant information due to interference from negative distractors contributes to perseverative thinking in GAD. (shrink)

ABSTRACTAccording to some influential readings of the Groundwork of the Metaphysics of Morals, the view presented there of the kind of spontaneity we are conscious of through theoretical reason and...

Individuals with social anxiety disorder engage in post-event processing, a form of perseverative thinking. Given that deficits in working memory might underlie perseverative thinking, we examined working memory in SAD with a particular focus on the effects of stimulus valence. SAD and healthy control participants either maintained or reversed in working memory the order of four emotional or four neutral pictures, and we examined sorting costs, which reflect the extent to which performance deteriorated on the backward trials compared to the (...) forward trials. Emotionality of stimuli affected performance of the two groups differently. Whereas control participants exhibited higher sorting costs for emotional stimuli compared to neutral stimuli, SAD participants exhibited the opposite pattern. Greater attention to emotional stimuli in SAD might facilitate the processing of emotional stimuli in working memory. (shrink)

This essay has two purposes. One is to present a detailed analysis of a historical example to defend the validity of the idea of universal rationality. Although diverse arguments have been offered...

This essay critically examines the so-called ‘unnaturalness’ of historical thinking. I identify and analyse three lines of argument frequently invoked by historians to defend the validity of historical inquiry in response to scepticism, which is often couched in postmodern terms. In doing so, I highlight that these lines of argument are predicated upon historians’ thought processes and concepts being domain general. This idea of historical thinking as part of our ordinary thinking could help us develop a history curriculum in which (...) students are required to employ those processes and concepts to solve both everyday and historical questions. With such a curriculum, students could more easily see the relevance of history education to their daily lives. (shrink)

Although there have been numerous studies using stress and coping theories to explain the relationship between stress, drinking motives, and depression, few of them have attempted to verify these theories against adult male data. There is also a shortage of Korean studies, both theoretical and empirical, on the role of ego-energy as a moderating variable in the relationship between stress, drinking motives, and depression. This study uses a multiple-group analysis to investigate the moderating effects of the ego-energy on the aforementioned (...) relationship in adult males. A transactional analysis tool showing the total amount of ego-energy called Ego-gram is used in this study. The tool reflects personality traits based on ego-energy state structural and functional analyses. The researchers collected empirical data to test the research model by conducting an online survey of adult males aged 20–50, residing in seven metropolitan cities and in the Gyeonggi Province. The survey yielded 567 samples. The data were then analyzed through structural equation modeling to understand the relationship between various factors. The results showed that, first, stress was positively correlated with drinking motives. Second, drinking motives had some influence on depression. Third, stress, drinking motives, and depression had statistically significant relationships between low-ego-energy and high-ego-energy groups. Overall, this study found a difference between the two ego-energy groups concerning the relationship between stress, drinking motives, and depression. Based on these results, practical implications were discussed as to how to strengthen the ego-energy, while also presenting future research directions to shed light on the precise mechanism of depression. This study is significant for exploring ways in which adult males cope with and prevent stress and depression, while also offering the basic data for improving the mental and physical health of adult males. This study is also significant for drawing attention to the necessity of developing various health and wellness programs adapted to the needs of this specific population segment while providing the data that may serve as the basis for developing such programs. (shrink)

A materialist approach to the fictions of Charles Dickens based on a reading-in of the historical background, creative application of Walter Benjamin's methodology, as well as a re-reading the philological core of the minor works.

The way we refer to things in the world is shaped by the immediate physical context as well as the discourse history. But what part of the discourse history is relevant to language use in the present? In four experiments, we combine the study of task‐based conversation with measures of recognition memory to examine the role of physical contextual cues that shape what speakers perceive to be a part of the relevant discourse history. Our studies leverage the differentiation effect, a (...) phenomenon in which speakers are more likely to use a modified expression to refer to an object (e.g., dotted sock) if they had previously described a similar object (e.g., striped sock) than when they had not described a similar object. Two physical cues—the background that framed the to‐be‐described pictures and the position of the pictures in the display—were manipulated to alter perceptions about the relevant discourse context. We measured the rate with which speakers modify referring expressions to differentiate current from past referents. Recognition memory measures following the conversation probed what was and was not remembered about past discourse referents and contexts. Analysis of modification rates indicated that these contextual grouping cues shaped perceptions about the relevant discourse context. The contextual cues did not affect memory for the referents, but the memory for past referents was better for speakers than for listeners. Our findings show that perceptions about the relevant discourse history are a key determinant of how language is used in the moment but also that conversational partners form asymmetric representations of the discourse history. (shrink)