The literature contains a disconnect between accounts of how humans learn lexical semantic representations for words. Theories generally propose that lexical semantics are learned either through perceptual experience or through exposure to regularities in language. We propose here a model to integrate these two information sources. Specifically, the model uses the global structure of memory to exploit the redundancy between language and perception in order to generate inferred perceptual representations for words with which the model has no perceptual experience. We (...) test the model on a variety of different datasets from grounded cognition experiments and demonstrate that this diverse set of results can be explained as perceptual simulation (cf. Barsalou, Simmons, Barbey, & Wilson, 2003) within a global memory model. (shrink)

The collection of very large text sources has revolutionized the study of natural language, leading to the development of several models of language learning and distributional semantics that extract sophisticated semantic representations of words based on the statistical redundancies contained within natural language. The models treat knowledge as an interaction of processing mechanisms and the structure of language experience. But language experience is often treated agnostically. We report a distributional semantic analysis that shows written language in fiction books varies appreciably (...) between books from the different genres, books from the same genre, and even books written by the same author. Given that current theories assume that word knowledge reflects an interaction between processing mechanisms and the language environment, the analysis shows the need for the field to engage in a more deliberate consideration and curation of the corpora used in computational studies of natural language processing. (shrink)

Distributional models of lexical semantics are capable of acquiring sophisticated representations of word meanings. The main theoretical insight provided by these models is that they demonstrate the systematic connection between the knowledge that people acquire and the experience that they have with the natural language environment. However, linguistic experience is inherently variable and differs radically across people due to demographic and cultural variables. Recently, distributional models have been used to examine how word meanings vary across languages and it was found (...) that there is considerable variability in the meanings of words across languages for most semantic categories. The goal of this article is to examine how variable word meanings are across individual language users within a single language. This was accomplished by assembling 500 individual user corpora attained from the online forum Reddit. Each user corpus ranged between 3.8 and 32.3 million words each, and a count‐based distributional framework was used to extract word meanings for each user. These representations were then used to estimate the semantic alignment of word meanings across individual language users. It was found that there are significant levels of relativity in word meanings across individuals, and these differences are partially explained by other psycholinguistic factors, such as concreteness, semantic diversity, and social aspects of language usage. These results point to word meanings being fundamentally relative and contextually fluid, with this relativeness being related to the individualized nature of linguistic experience. (shrink)

Frequency effects are pervasive in studies of language, with higher frequency words being recognized faster than lower frequency words. However, the exact nature of frequency effects has recently been questioned, with some studies finding that contextual information provides a better fit to lexical decision and naming data than word frequency ( Adelman et al., 2006 ). Recent work has cemented the importance of these results by demonstrating that a measure of the semantic diversity of the contexts that a word occurs (...) in provides a powerful measure to account for variability in word recognition latency ( Johns et al., 2012, 2015 ; Jones et al., 2012 ). The goal of the current study is to extend this measure to examine bilingualism and aging, where multiple theories use frequency of occurrence of linguistic constructs as central to accounting for empirical results ( Gollan et al., 2008 ; Ramscar et al., 2014 ). A lexical decision experiment was conducted with four groups of subjects: younger and older monolinguals and bilinguals. Consistent with past results, a semantic diversity variable accounted for the greatest amount of variance in the latency data. In addition, the pattern of fits of semantic diversity across multiple corpora suggests that bilinguals and older adults are more sensitive to semantic diversity information than younger monolinguals. (shrink)

Distributional models of semantics learn word meanings from contextual co‐occurrence patterns across a large sample of natural language. Early models, such as LSA and HAL (Landauer & Dumais, 1997; Lund & Burgess, 1996), counted co‐occurrence events; later models, such as BEAGLE (Jones & Mewhort, 2007), replaced counting co‐occurrences with vector accumulation. All of these models learned from positive information only: Words that occur together within a context become related to each other. A recent class of distributional models, referred to as (...) neural embedding models, are based on a prediction process embedded in the functioning of a neural network: Such models predict words that should surround a target word in a given context (e.g., word2vec; Mikolov, Sutskever, Chen, Corrado, & Dean, 2013). An error signal derived from the prediction is used to update each word's representation via backpropagation. However, another key difference in predictive models is their use of negative information in addition to positive information to develop a semantic representation. The models use negative examples to predict words that should not surround a word in a given context. As before, an error signal derived from the prediction prompts an update of the word's representation, a procedure referred to as negative sampling. Standard uses of word2vec recommend a greater or equal ratio of negative to positive sampling. The use of negative information in developing a representation of semantic information is often thought to be intimately associated with word2vec's prediction process. We assess the role of negative information in developing a semantic representation and show that its power does not reflect the use of a prediction mechanism. Finally, we show how negative information can be efficiently integrated into classic count‐based semantic models using parameter‐free analytical transformations. (shrink)

Erving Goffman’s “Asylums” is a key text in the development of contemporary, community-orientated mental health practice. It has survived as a trenchant critique of the asylum as total institution, and its publication in 1961 in book form marked a further stage in the discrediting of the asylum model of mental health care. In this paper, some responses from a range of disciplines to this text, 50 years on, are presented. A consultant psychiatrist with a special interest in cultural psychiatry and (...) mental health legislation, two collaborating psychotherapists in adult and forensic mental health, a philosopher, and a recent medical graduate, present their varying responses to the text. The editors present these with the hope of encouraging further dialogue and debate from service users, carers, clinicians, and academics and researchers across a range of disciplines. (shrink)

This essay seeks to unsettle the overrepresented, Eurocentric grounds of a pivotal debate in the history of Western philosophy. The debate between Michel Foucault and Jacques Derrida on the topic of madness has had central significance for twentieth-century continental thought due to its lasting impact on the development, reception, and stakes of the respective thinker’s methodologies. While heavily written on and analyzed from the perspective of Western academic philosophy, little attention has been paid to the racialized, ‘Third World’ origins and (...) structures of the debate and its content. I contend that the work of Sylvia Wynter addresses, critiques, and ameliorates these structures in heretofore previously unacknowledged ways. Specifically, Wynter’s work in “Unsettling the Coloniality of Being/Power/Truth/Freedom”, her diptych on the Ceremony (Must Be) Found, and her critical engagements with the submerged “abducting logic” of Western thought marks an incisive critique of both Foucault and Derrida’s interpretation of reason and madness in Western philosophy. As I argue, Wynter is committed to deconstructing the binary of madness/reason so as to unsettle the overrepresentation of Western logos. She does so through the liminal figure of the “black cogito” which disrupts and shakes the foundations of the debate, nor can either conflicting interpretation neatly assimilate this figure. That is, by deconstructing the debate on the history of madness Wynter demonstrates the paucity of their arguments about, on the one hand, the history of reason and the exclusion of madness, and, on the other, the metaphysical ambiguity of the Cartesian cogito. This essay aims to set out on an alternative history of the deconstruction of Western metaphysics initiated from the demonic grounds of being. (shrink)

Environmental problems driven by unsustainable consumption are lending new importance to an ancient question: are there bounds to the goods required for a happy or flourishing life? A standard assumption in recent economics is that there are no such bounds. Many further argue that markets, technological change, and resource substitution can deliver sustainability while allowing consumption of final goods by consumers to increase. This chapter criticizes this approach and considers two much older traditions, the Epicurean and Aristotelian, which do recognize (...) the existence of limits to the goods required for the good life. Their revival has been used to argue that consumption can be reduced without loss of well-being. This chapter argues that the promise found by environmentalists in the recent hedonic revival of the Epicurean tradition is misplaced, and that the Aristotelian tradition provides a richer account of why the future—and therefore consuming sustainably—matters to our well-being. (shrink)

Volume 24, Issue 12, December 2024, Page 6-7.

John J. Cleary was an internationally recognised authority in ancient Greek philosophy. This volume of penetrating studies of Plato, Aristotle, and Proclus, philosophy of mathematics, and ancient theories of education, display Cleary’s range of expertise and originality of approach.

In Japan, yaen kōen or "wild monkey parks" are popular visitor attractions that show free-ranging monkey troops to the paying public. Unlike zoos, which display nonhuman animals through confinement, monkey parks control the movements of the monkeys through provisioning. The parks project an image of themselves as "natural zoos," claiming to practice a more authentic form of displaying animals-in-the-wild than that practiced by the zoo. This article critically evaluates the monkey park's claim by examining park management of the monkeys. The (...) article shows the monkey park's claim to display wild monkeys to be questionable because of the way that provisioning changes monkey behavior. Against the background of human encroachment onto the forest habitat of the monkey, the long-term effect of provisioning is to sedentarize nomadic monkey animals and to turn the wild monkey park into a megazoo. (shrink)

We show that for every computable limit ordinal α, there is a computable structure A that is $\Delta _\alpha ^0 $ categorical, but not relatively $\Delta _\alpha ^0 $ categorical (equivalently. it does not have a formally $\Sigma _\alpha ^0 $ Scott family). We also show that for every computable limit ordinal a, there is a computable structure A with an additional relation R that is intrinsically $\Sigma _\alpha ^0 $ on A. but not relatively intrinsically $\Sigma _\alpha ^0 $ (...) on A (equivalently, it is not definable by a computable $\Sigma _\alpha $ formula with finitely many parameters). Earlier results in [7], [10], and [8] establish the same facts for computable successor ordinals α. (shrink)

Previous research has successfully used feature integration theory to operationalise the predictions of Perceptual Load Theory, while simultaneously testing the predictions of both models. Building on this work, we test the extent to which these models hold up in a 3D world. In two experiments, participants responded to a target stimulus within an array of shapes whose apparent depth was manipulated using a combination of monoscopic and stereoscopic cues. The search task was designed to test the predictions of feature integration (...) theory, as the target was identified by a single feature or a conjunction of features and embedded in search arrays of varying size, and perceptual load theory, as the task included congruent and incongruent distractors presented alongside search tasks imposing high or low perceptual load. Findings from both experiments upheld the predictions of feature integration theory, regardless of 2D/3D condition. Longer search times in conditions with a combination of monoscopic and stereoscopic depth cues suggests that binding features into three-dimensional objects requires greater attentional effort. This additional effort should have implications for perceptual load theory, yet our findings did not uphold its predictions; the effect of incongruent distractors did not differ between conjunction search trials and feature search trials. Individual differences in susceptibility to the effects of perceptual load were evident and likely explain the absence of load effects. Overall, our findings suggest that feature integration theory may be useful for predicting attentional performance in a 3D world. (shrink)

The liver progenitor cell (LPC) has enormous potential for use in cell therapy to treat liver disease. Since liver regenerates readily from pre‐existing hepatocytes, a role for LPCs and, indeed, their existence have been questioned. Research during the last decade has established that LPCs are an important alternative source of cells for liver regeneration. Their utility for cell therapy lies in their ability to generate both hepatocytes and cholangiocytes. However, they are observed in liver diseases that often lead to cancer (...) and there is experimental evidence that implicates LPCs as the source of tumours. This article provides a brief history of the studies that established the functional importance of LPCs in liver disease. It focuses on mouse models that have led to the identification of factors that regulate LPC growth and differentiation and discusses LPCs derived from different sources. Recent promising results from both in vitro and vivo studies suggest that LPCs could be useful for cell therapy. In the context of liver disease, LPCs may indeed be the cell of the future and understandably “our favourite cell”. BioEssays 27:1192–1202, 2005. © 2005 Wiley Periodicals, Inc. (shrink)

PurposeThis paper aims to inform and improve the quality of electronic products and services by outlining an approach to ethically grounded design.Design/methodology/approachA number of design disciplines were investigated using desk research and also learning from experience in commercial design practice in the mobile phone, Internet and software industries.FindingsIt is suggested that design “scripts” specific behaviours with either good or bad results. Scripts have a behavioural element and they define the physical, social and individual impact of products and services. This suggests (...) that designers should be aware of the impact design decisions have throughout the product lifecycle. In order to achieve this, three ethical design principles (situated research, reflexivity and participation) are proposed to frame ethical design practice.Research limitations/implicationsIt is suggested that measuring impact alone is insufficient to minimise harm caused by electronic products and services. Instead, research should focus on positively informing design through actionable results in the participatory design tradition. Conversely, design needs to accommodate research into measuring the impact of products in order to deliver long‐term benefits to users rather than perpetuating passive consumption.Practical implicationsThe paper provides an overview of methods for value‐centred interaction design based on the analysis of alternative approaches to ethical design.Originality/valueThe research in the paper spans a number of related but heretofore separate disciplines pertinent to deepening design thinking. These disciplines are critiqued on the basis of their appropriateness and applicability to an ethical design approach and the concept of scripting, used in traditional design, is applied to interactivity. Lastly, three new principles are proposed for ethically grounded design. (shrink)

The activity of wildlife viewing rests on an underlying contradiction. Wild animals are generally human-averse; they avoid humans and respond to human encounters by fleeing and retreating to cover. One would therefore expect human viewing of wild animals to be at best unpredictable, intermittent, and fleeting. Yet in recent decades, wildlife viewing has become a major recreational activity for millions of people around the world and has emerged as a thriving commercial industry. How can these two things—widespread wildlife intolerance of (...) humans and large-scale human observation of wildlife—be squared? The answer is that wild animals are only viewed on this scale because they have been made viewable through human intervention. This article examines two kinds of intervention—habituation and attraction—that change wildlife behavior toward humans and render hitherto elusive animals susceptible to regular, proximate, and protracted human viewing. (shrink)

Our understanding of how evolution acts on biological networks remains patchy, as is our knowledge of how that action is best identified, modelled and understood. Starting with network structure and the evolution of protein–protein interaction networks, we briefly survey the ways in which network evolution is being addressed in the fields of systems biology, development and ecology. The approaches highlighted demonstrate a movement away from a focus on network topology towards a more integrated view, placing biological properties centre‐stage. We argue (...) that there remains great potential in a closer synergy between evolutionary biology and biological network analysis, although that may require the development of novel approaches and even different analogies for biological networks themselves. (shrink)

Weiss, Propen, and Reid gather a diverse group of scholars to analyze the growing obsolescence of the human-object dichotomy in today's world. In doing so, Design, Mediation, and the Posthuman brings together diverse disciplines to foster a dialog on significant technological issues pertinent to philosophy, rhetoric, aesthetics, and science.

The roots of cognitivism lie deep in the history of Western thought, and to develop a genuinely post-cognitivist psychology, this investigation goes back to presuppositions descended from Platonic/Cartesian assumptions and beliefs about the nature of thought.

This manuscript reports on a landmark symposium on the ethical, legal and technical challenges of xenotransplantation in the UK. King’s College London, with endorsement from the British Transplantation Society (BTS), and the European Society of Organ Transplantation (ESOT), brought together a group of experts in xenotransplantation science, ethics and law to discuss the ethical, regulatory and technical challenges surrounding translating xenotransplantation into the clinical setting. The symposium was the first of its kind in the UK for 20 years. This paper (...) summarises the content of the expert lectures showcasing the progress which has been made in xenotransplantation including—the history of xenotransplantation, advances in gene edited animals and progress towards clinical xenotransplantation. We then set out the ethical and legal issues still to be resolved. Finally, we report the themes of the roundtable discussion highlighting areas of consensus and controversy. While the detail of the legal discussion was directed towards the UK, the principles and summary reported here are intended to be applicable to any jurisdiction seeking to implement clinical xenotransplantation. (shrink)

James K.A. Smith argues that the ontology of participation associated with Radical Orthodoxy is incompatible with a Christian affirmation of the intrinsic being and goodness of creatures. In response, he proposes a Leibnizian view in which things are endowed with the innate dynamism of ‘force’. Creatures have a certain depth of being, and are intrinsically good, just because they each have an inner virtuality that they bring into expression. Such force is said to be a metaphysical component of the agent. (...) In this paper it is asked whether John Milbank's ontology of participation can be defended by distinguishing between two senses of being a subject. Perhaps it is possible for a creature to bring into expression what is an infused ‘alien’ gift rather than a metaphysical component – to be expressive subject, but not ontic subject, for divine power. However, while this distinction promises to make sense of the reception of an indwelling ‘other’ in grace, knowledge and love, neither proper substance nor proper existence can be received in this way. A creature must be the ontic subject for its being, after all. Still, divine being might proceed from God as radical indwelling gift, as non-ontic ground for ontic being. (shrink)

Multilevel research strategies characterize contemporary molecular inquiry into biological systems. We outline conceptual, methodological, and explanatory dimensions of these multilevel strategies in microbial ecology, systems biology, protein research, and developmental biology. This review of emerging lines of inquiry in these fields suggests that multilevel research in molecular life sciences has significant implications for philosophical understandings of explanation, modeling, and representation.

The methodological foundations of any scientific discipline are shaped by the goals towards which that discipline is aiming. While it is almost universally accepted that the goals of explanation and prediction of natural and non-human phenomena have been met with great success since the scientific revolution, it is almost just as universally accepted that the social sciences have not even come close to achieving these goals. This raises the question addressed in this paper, namely, what is economics, and social science (...) more broadly speaking, for? What is their aim, and how is it similar and dissimilar to that of the natural sciences as we have come to classify them? I take up this question from a pragmatic perspective in this paper, setting economics within the wider context of social inquiry. Specifically, I turn to Hilary Putnam and John Dewey as exemplars of the pragmatic critique of any economics that sees its goals in line with those of the natural sciences, that is, as aiming for explanation and prediction according to governing laws of human behaviour. NB: this is a preprint that underwent some minor edits. (shrink)

In discussing apprehension, assent, and inference in his Grammar of Assent, Newman contrasted “notions” and “things”—terms that distinguish knowledge of the abstract and “unreal” from knowledge of the singular and concrete. This essay proposes that Newman’s contrast between “notions” and “things” is an adverbial distinction, qualifying a person’s mode of engagement with the world, rather than an adjectival distinction, qualifying the metaphysical status of particular terms.

John Dewey attempted a pragmatic aufhebung of the disparate methodological aims of social science-explanation, understanding, and critique- in his 1938 Logic: the theory of Inquiry. There, in his penultimate chapter ‘Social Inquiry’, Dewey performed a trademark implementation of his deflation of absolutistic and universalistic pretensions in intellectual and theoretical discourse, in this case with respect to any one approach to social science. This deflation--as elsewhere in his analogous treatments of epistemology, ethics, and the theory of action-- involved the reconstruction (...) of the claims of the naturalist, interpretivist, and critical schools of social science into one overall pattern of social inquiry. This recasts the different and seemingly irreconcilable aims of these schools into a series of steps in a practice. That these claims, then, simultaneously stand independently but in varying degrees of tension with, and support of, each other is a hallmark of pragmatism’s embrace of pluralism in intelligent problem solving. Dewey’s discussion of interpretation needs supplementation from his broader philosophical commitments in order to see the full sense of both the compatibility and the incompatibility of his theory with philosophical hermeneutics. (shrink)