We propose that children employ specialized cognitive systems that allow them to recover an accurate “causal map” of the world: an abstract, coherent, learned representation of the causal relations among events. This kind of knowledge can be perspicuously understood in terms of the formalism of directed graphical causal models, or “Bayes nets”. Children’s causal learning and inference may involve computations similar to those for learning causal Bayes nets and for predicting with them. Experimental results suggest that 2- to 4-year-old children (...) construct new causal maps and that their learning is consistent with the Bayes net formalism. (shrink)

We outline a cognitive and computational account of causal learning in children. We propose that children employ specialized cognitive systems that allow them to recover an accurate “causal map” of the world: an abstract, coherent representation of the causal relations among events. This kind of knowledge can be perspicuously represented by the formalism of directed graphical causal models, or “Bayes nets”. Human causal learning and inference may involve computations similar to those for learnig causal Bayes nets and for predicting with (...) them. Preliminary experimental results suggest that 2- to 4-year-old children spontaneously construct new causal maps and that their learning is consistent with the Bayes-Net formalism. (shrink)

This paper outlines the experience of four universities that collaborated on a pre-arrival shared reading project, the Big Read, in 2018/2019. They did so primarily to promote student engagement and retention and also to ease the transition into higher education, particularly for first-generation students, to promote staff connectedness, and to provide a USP for their institution. The paper covers all the associated processes, from isolating the respective aims of the collaborators to the choosing and sharing of a single agreed title. (...) In analysing the outcomes, recommendations are made for future cross-institutional projects of this kind. (shrink)

Global citizenship education (GCE) within schools in England is increasingly being reoriented to address a statutory duty to promote fundamental British values (FBV). This multi-method study investigates the influence of critical GCE within initial teacher education in reshaping awareness, understanding and disposition towards FBV amongst beginning teachers. Findings highlight a tension between growing confidence and understanding of how to implement the FBV agenda and the development of autonomous dispositions of the kind demanded for the practice of critical GCE. Four teacher (...) orientations towards FBV are developed and explored, demonstrating the role of practice-based learning for the cultivation of critical dispositions. (shrink)

It's surprising that contemporary moral philosophers have not thought more about food. The rapidly expanding industrialized landscape of modern western agribusiness raises moral concerns about large-scale livestock production, the increased usage of genetically modified crops, and the effects these now common practices may have on long-term environmental and human health. Here Pence argues that biotechnology is more helpful than harmful, on the ground that it will abate world hunger. Positioning himself as an "impartialbioethicist" he sets about the task of sorting (...) through the extremism he thinks drives all environ- mental movements' opposition to genetically modified (GM) crops. His argu- ment is simple: the claim that GM foods are unsafe is the product of alarmism, not sound reason. Discarding what environmentalists have called the Precau- tionary Principle, he argues that GM foods are safe because they have not been proven unsafe. And GM foods have been tested more than many food products now on the market. (shrink)

The article reconsiders the nature and location of science in the development of genetic classification. Drawing on field studies of medical genetics, we explore how patient categorization is accomplished in between the clinic and laboratory. We focus on dysmorphology, a specialism concerned with complex syndromes that impair physical development. We show that dys-morphology is about more than fitting patients into prefixed diagnostic categories and that diagnostic process is marked by moments of uncertainty, ambiguity, and deferral. We describe how different forms (...) of evidence are brought into play and how patterns of physical features are identified as genetic or not. We suggest that clinical categorical work helps articulate the genetic as an emergent domain of medical classification and that moments of ambiguity and deferral create an imperative space that helps legitimate the need for more technoscience, and consequently, more clinical judgment with which to fix the genetic future. (shrink)

In The Racial Contract, Charles Mills introduces the notion of an ‘inverted epistemology,’ an epistemology that construes social and racial ignorance as knowledge (p.18). As Mills points out, such ignorance can be used to oppress people by creating alternate realities or ‘white mythologies’ about race (p. 19). If the racial contract results in a society that oppresses people of color and supports white supremacy, then the question of how to correct an inverted epistemology becomes critical. Mills proposes the correction of (...) history and the racist thinking underwriting it as a solution to the problem. Others, like Alison Bailey, seek to confront racial ignorance with active resistance by suggesting that individuals from historically marginalized groups exploit what members of dominant society don’t know (p. 77). While Bailey’s solution, referred to as strategic ignorance, may originate from good intentions, I argue that it is in general inappropriate for Indigenous people. Strategic ignorance is a product of the Western worldview, and it privileges Western values. In fact, both solutions offered by Mills and Bailey fail to consider Indigenous values. Mills’ proposed solution, however, is less objectionable. Instead of either solution, a more suitable form of resistance – one that embraces connectedness, balance, and harmony – would be ideal for the Indigenous communities of Turtle Island. (shrink)

In this article I consider instances in visual culture in which artists and filmmakers aestheticize women with damaged, missing or anomalous limbs. I focus upon Joel Peter Witkin’s photomontage Las Meninas (1987), Peter Greenaway’s film “A Zed and Two Noughts” (1985), Alison Lapper Pregnant a statue by Marc Quinn, Mathew Barney’s film “Cremaster” (2002), David Cronenberg’s “Crash” (1996), Luis Buñuel’s “Tristana” (1970) and David Lynch’s short film “The Amputee” (1973). I argue that although the artists and filmmakers reveal, rather (...) than disguise the damaged, anomalous or missing limb(s) of the women, thus valorising their particular embodiment, these women are paradoxically still portrayed as deviant and monstrous. (shrink)

Herbert Clark argues that language use is more than the sum of a speaker speaking and a listener listening. It is the joint action that emerges when speakers and listeners, writers and readers perform their individual actions in coordination, as ensembles. In contrast to work within the cognitive sciences, which has seen language use as an individual process, and to work within the social sciences, which has seen it as a social process, the author argues strongly that language use (...) embodies both individual and social processes. (shrink)

At least since Augustine, philosophers have constructed developmental just-so stories about the origins of certain concepts. In these just-so stories, philosophers tell us how childrenmustdevelop these concepts. However, philosophers have by and large neglected the empirical data about how children actuallydodevelop their ideas about the world. At best they have used information about children in an anecdotal and unsystematic, though often illuminating, way (see, for example, Matthews, 1980).

How do intelligent agents spawn and exploit integrated processing regimes spanning brain, body, and world? The answer may lie in the ability of the biological brain to select actions and policies in the light of counterfactual predictions – predictions about what kinds of futures will result if such-and-such actions are launched. Appeals to the minimization of ‘counterfactual prediction errors’ (the ones that would result under various scenarios) already play a leading role in attempts to apply the basic toolkit of the (...) neurocomputational theory known as ‘predictive processing’ to higher cognitive functions such as policy selection and planning. In this paper, I show that this also leads naturally to the discovery and use of extended processing regimes defined across heterogeneous mixtures of biological and non-biological resource. This solves a long-standing puzzle concerning the ‘recruitment’ of the right non-neural processing resources at the right time. It reveals how (and why) human brains spawn and maintain extended human minds. (shrink)

This study examined the role of reflection on personal cases for making ethical decisions with regard to new ethical problems. Participants assumed the position of a business manager in a hypothetical organization and solved ethical problems that might be encountered. Prior to making a decision for the business problems, participants reflected on a relevant ethical experience. The findings revealed that application of material garnered from reflection on a personal experience was associated with decisions of higher ethicality. However, whether the case (...) was viewed as positive or negative, and whether the outcomes, processes, or outcomes and processes embedded in the experience were examined, influenced the application of case material to the new problem. As expected, examining positive experiences and the processes involved in those positive experiences resulted in greater application of case material to new problems. Future directions and implications for understanding ethical decision making are discussed. (shrink)

Creativity is typically defined as a disposition to produce valuable ideas. We argue that this is a mistake and defend a new definition of creativity in terms of the imagination. It follows that creativity has instrumental value at most and then only in the right circumstances. We consider the role of tradition and judgment in worthwhile creativity and argue that there is frequently a tension between greater creativity and the production of value.

Halvorson argues through a series of examples and a general result due to Myers that the “semantic view” of theories has no available account of formal theoretical equivalence. De Bouvere provides criteria overlooked in Halvorson’s paper that are immune to his counterexamples and to the theorem he cites. Those criteria accord with a modest version of the semantic view that rejects some of Van Fraassen’s apparent claims while retaining the core of Patrick Suppes’s proposal. I do not endorse any version (...) of the semantic view of theories. (shrink)

Part I: The Life of Cognitive Science:. William Bechtel, Adele Abrahamsen, and George Graham. Part II: Areas of Study in Cognitive Science:. 1. Analogy: Dedre Gentner. 2. Animal Cognition: Herbert L. Roitblat. 3. Attention: A.H.C. Van Der Heijden. 4. Brain Mapping: Jennifer Mundale. 5. Cognitive Anthropology: Charles W. Nuckolls. 6. Cognitive and Linguistic Development: Adele Abrahamsen. 7. Conceptual Change: Nancy J. Nersessian. 8. Conceptual Organization: Douglas Medin and Sandra R. Waxman. 9. Consciousness: Owen Flanagan. 10. Decision Making: J. Frank Yates (...) and Paul A. Estin. 11. Emotions: Paul E. Griffiths. 12. Imagery and Spatial Representation: Rita E. Anderson. 13. Language Evolution and Neuromechanisms: Terrence W. Deacon. 14. Language Processing: Kathryn Bock and Susan M. Garnsey. 15. Linguistics Theory: D. Terence Langendoen. 16. Machine Learning: Paul Thagard. 17. Memory: Henry L. Roediger III and Lyn M. Goff. 18. Perception: Cees Van Leeuwen. 19. Perception: Color: Austen Clark. 20. Problem Solving: Kevin Dunbar. 21. Reasoning: Lance J. Rips. 22. Social Cognition: Alan J. Lambert and Alison L. Chasteen. 23. Unconscious Intelligence: Rhianon Allen and Arthur S. Reber. 24. Understanding Texts: Art Graesser and Pam Tipping. 25. Word Meaning: Barbara C. Malt. Part III: Methodologies of Cognitive Science:. 26. Artificial Intelligence: Ron Sun. 27. Behavioral Experimentation: Alexander Pollatsek and Keith Rayner. 28. Cognitive Ethology: Marc Bekoff. 29. Deficits and Pathologies: Christopher D. Frith. 30. Ethnomethodology: Barry Saferstein. 31. Functional Analysis: Brian Macwhinney. 32. Neuroimaging: Randy L. Buckner and Steven E. Petersen. 33. Protocal Analysis: K. Anders Ericsson. 34. Single Neuron Electrophysiology: B. E. Stein, M.T. Wallace, and T.R. Stanford. 35. Structural Analysis: Robert Frank. Part IV: Stances in Cognitive Science:. 36. Case-based Reasoning: David B. Leake. 37. Cognitive Linguistics: Michael Tomasello. 38. Connectionism, Artificial Life, and Dynamical Systems: Jeffrey L. Elman. 39. Embodied, Situated, and Distributed Cognition: Andy Clark. 40. Mediated Action: James V. Wertsch. 41. Neurobiological Modeling: P. Read Montague and Peter Dayan. 42. Production Systems: Christian D. Schunn and David Klahr. Part V: Controversies in Cognitive Science:. 43. The Binding Problem: Valerie Gray Hardcastle. 44. Heuristics and Satisficing: Robert C. Richardson. 45. Innate Knowledge: Barbara Landau. 46. Innateness and Emergentism: Elizabeth Bates, Jeffrey L. Elman, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, and Kim Plunkett. 47. Intentionality: Gilbert Harman. 48. Levels of Explanation and Cognition Architectures: Robert N. McCauley. 49. Modularity: Irene Appelbaum. 50. Representation and Computation: Robert S. Stufflebeam. 51. Representations: Dorrit Billman. 52. Rules: Terence Horgan and John Tienson. 53. Stage Theories Refuted: Donald G. Mackay. Part VI: Cognitive Science in the Real World:. 54. Education: John T. Bruer. 55. Ethics: Mark L. Johnson. 56. Everyday Life Environments: Alex Kirlik. 57. Institutions and Economics: Douglass C. North. 58. Legal Reasoning: Edwina L. Rissland. 59. Mental Retardation: Norman W. Bray, Kevin D. Reilly, Lisa F. Huffman, Lisa A. Grupe, Mark F. Villa, Kathryn L. Fletcher, and Vivek Anumolu. 60. Science: William F. Brewer and Punyashloke Mishra. Selective Biographies of Major Contributors to Cognitive Science: William Bechtel and Tadeusz Zawidzki. (shrink)

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& Carnegie Mellon University Abstract The rationality of human causal judgments has been the focus of a great deal of recent research. We argue against two major trends in this research, and for a quite different way of thinking about causal mechanisms and probabilistic data. Our position rejects a false dichotomy between "mechanistic" and "probabilistic" analyses of causal inference -- a dichotomy that both overlooks the nature of the evidence that supports the induction of mechanisms and misses some important probabilistic (...) implications of mechanisms. This dichotomy has obscured an alternative conception of causal learning: for discrete events, a central adaptive task is to induce causal mechanisms in the environment from probabilistic data and prior knowledge. Viewed from this perspective, it is apparent that the probabilistic norms assumed in the human causal judgment literature often do not map onto the mechanisms generating the probabilities. Our alternative conception of causal judgment is more congruent with both scientific uses of the notion of causation and observed causal judgments of untutored reasoners. We illustrate some of the relevant variables under this conception, using a framework for causal representation now widely adopted in computer science and, increasingly, in statistics. We also review the formulation and evidence for a theory of human causal induction (Cheng, 1997) that adopts this alternative conception. (shrink)

A Photcopy of Thinking Things Through, Princeton Univeresity Press, 1980.

In this paper I explore some possible reasons why white feminists philosophers have failed to engage the radical work being done by non-Western women, U.S. women of color and scholars of color outside of the discipline. -/- Feminism and academic philosophy have had lots to say to one another. Yet part of what marks feminist philosophy as philosophy is our engagement with the intellectual traditions of the white forefathers. I’m not uncomfortable with these projects: Aristotle, Foucault, Sartre, Wittgenstein, Quine, Austin, (...) and countless others have provided us with some very powerful conceptual tools.. However, as Sandra Harding observes, conventional standards for what counts as “good science” (or in this case “good philosophy”) always bear the imprint of their creators. So, I think about whether the tools my discipline hands me ever serve as strategies for exclusion. -/- My conversation begins with intersectionality, which for feminists working outside of philosophy, is a predictable point of departure; but as a white feminist philosopher I have specific reasons for starting here. The fact that intersectionality is, at once, such a widely recognized strategy for making visible women of color’s issues and concerns in academic and policy discussions, and so neglected by philosophers is telling. I want to invite philosophers to think more seriously about intersectionality and other pluralist approaches as strategies for calling attention to whiteness of philosophy in general and feminist philosophy in particular. I want us to consider what feminist philosophy would be like if women of color’s writing, experiences, and communities drove philosophical inquiry. -/- Since most philosophers are unfamiliar with intersectional methodologies, I begin with a basic explanation of the foundational claims of this approach. Next, I explore some reasons why white feminists working in philosophy may be resistant to this method. I identify both disciplinary and personal reasons for this hesitancy and argue that intersectionality serves as a useful strategic tool for examining white authority in the emergent feminist canon. Finally, I explore the role intersectional thinking might play in creating a feminist critical race philosophy by outlining four projects that I think will challenge and enrich feminist work in the discipline. (shrink)

Nancy Cartwright's recent criticisms of efforts and methods to obtain causal information from sample data using automated search are considered. In addition to reviewing that effort, I argue that almost all of her criticisms are false and rest on misreading, overgeneralization, or neglect of the relevant literature.

A highly original rereading of Kierkegaard through the concept of birthing, highlighting a speculative hypothesis about the nature of Being in Kierkegaard’s work.

The rise of dimensional analysis in the latter part of the nineteenth century occurred largely in the context of electromagnetism. It soon appeared that the subject, albeit seemingly straightforward, was in fact wrought with difficulties. These revealed deep conceptual issues regarding the character of physical quantities. Usually, whether or not these problems actually constituted inconsistencies was itself a matter of debate. In one instance, however, regarding the electrostatic dimensions of the magnetic pole, all protagonists agreed that the matter required attention. (...) A controversy ensued in 1882. Its resolution partly relied on the realization that it arose from differences between the scientific cultures prevalent on the Continent versus in Great Britain. These cultural differences concerned the possible relevance of the medium in which interactions involving magnetic poles take place, as well as the understanding of permeability in Ampère’s model of magnetism. The controversy around the electrostatic dimensions of the magnetic pole entailed crucial issues that were soon to play just as central a part in a wider debate about the dimensions of electromagnetic quantities in different systems of units. Why the latter topic was never raised during the 1882 controversy provides insights into the early understanding of dimensional analysis. (shrink)

In response to those who see rational deliberation as a source of epistemic norms and a model for well-functioning scientific inquiry, Solomon cites evidence that aggregative techniques often yield better results; deliberative processes are vulnerable to biasing mechanisms that impoverish the epistemic resources on which group judgments are based. I argue that aggregative techniques are similarly vulnerable and illustrate this in terms of the impact of gender schemas on both individual and collective judgment. A consistently externalist and socially naturalized approach (...) calls for symmetrical treatment of these strategies for capitalizing on what groups know. (shrink)

The ultimate focus of the current essay is on methods of “creative abduction” that have some guarantees as reliable guides to the truth, and those that do not. Emphasizing work by Richard Englehart using data from the World Values Survey, Gerhard Schurz has analyzed literature surrounding Samuel Huntington’s well-known claims that civilization is divided into eight contending traditions, some of which resist “modernization” – democracy, civil rights, equality of rights of women and minorities, secularism. Schurz suggests an evolutionary model of (...) modernization and identifies opposing social forces. In a later essay, citing Englehart’s work as an example, Schurz identifies factor analysis as an example of “creative abduction”. The theories of Englehart and his collaborators are reviewed again in the current essay. Published simulations and standard statistical desiderata for causal inference show the methods Englehart used, factor analysis in particular, are not guides to truth for the kind of data Schurz recognizes as common in political science. Recent work in statistics, philosophy and computer science that makes advances towards such methods is briefly reviewed. (shrink)

This book begins from the premise that a common nature is shared by all human beings, regardless of social or economic background. The author asserts that significant moral consequences flow from the assumption that all human beings share a common set of natural needs. Using this starting point, the book seeks to defend an objectivist epistemology.

This book has its philosophical starting point in the idea that group-based social movements have positive implications for peace politics. It explores ways of imagining community, nation, and international systems through a political lens that is attentive to diversity and different lived experiences. Contributors suggest how groups might work toward new nonviolent conceptions and experiences of diverse communities and global stability.

This article examines the responses of two communities to hate crimes in their cities. In particular it explores how community understandings of responsibility shape collective responses to hate crimes. I use the case of Bridesberg, Pennsylvania to explore how anti-racist work is restricted by backward-looking conceptions of moral responsibility (e.g. being responsible). Using recent writings in feminist ethics.(1) I argue for a forward-looking notion that advocates an active view: taking responsibility for attitudes and behaviors that foster climates in which hate (...) crimes are more likely to occur, even when a person's individual actions do not contribute directly to harms. Using the case of Billings, Montana, I explain how recent Not In Our Town campaigns take responsibility for hate crimes in the ways feminist literature suggests. -/- I take as my point of departure hate crimes committed against the family of Bridget Ward, an African American woman, who moved into the suburb of Bridesburg in 1996. When issues of responsibility for racism arose in the local press, most Bridesbergers insisted that their community was not racist; they blamed only the individual vandals. This narrow blame-assigning focus is in keeping with most Anglo-American definitions of responsibility as belonging essentially to individuals and not to communities. Traditionally, moral and legal theory construct responsibility from a perspective that looks downward and back. These perspectives are preoccupied with punishment and reward, praise and blame; they assume justice is done when guilty parties are found and tried. -/- This focus masks deeper community problems. As Elizabeth Spelman remarks, "tolerance is easy if those who are asked to express it need not change a whit." (2) Focus on praise and blame is, in part, a function of race privilege. Bridesberg is 98% white, and part of "the arrogance whitely behavior" is positioning one's self as a judge, expert, and problem solver. (3) The view from this particular subject position limits attention to individuals and their actions, rather than to communities and their practices; it shifts attention away from the fact that Bridesberger's collective practice of distrusting outsiders has lead to hate crimes in the past. Pointing to vandals and claiming "they are racist" does not free one's community of racism. It reinscribes a community spirit that is resistant to change. -/- The second part of this essay explores what communities like Bridesberg might have done to prevent violence. Often there is little individuals alone can do to stop racial violence, but that there is a sense in which community members are obligated to organize themselves. Strategies that focus community responsibility on retribution rather than long-term change, are short lived and ineffective. Anti-racist activism requires a forward-looking view of responsibility: one that aims at inoculating the community against increased risk of violence. This requires taking responsibility for the fact that one's town might foster climates in which hate crimes are more likely to occur. It requires that we begin inquiry in the lives of those harmed. -/- Collective citizen efforts to prevent Aryan groups from gaining a foothold in Billings, Montana offers a clear illustration of how to take responsibility for hate crimes using strategies designed consciously to prevent further hate crimes (e.g., when Black Churches were threatens, all community members attended services there; when a rock was thrown through a window with a menorah, many homes displayed menorahs). The community responses in Billings are a stark contrast to those of Bridesburg, and serve as a powerful example of how forward-looking notions of responsibility can translate into effective political strategy. Although, these strategies are not in and of themselves feminist, they are powerful illustrations of what feminists mean by forward-looking views. The success of resident's collective action and coalition building gave rise to a national Not In Our Town campaign used in about a dozen cities today. (shrink)