Many are calling for concrete mechanisms of oversight for health research involving artificial intelligence (AI). In response, institutional review boards (IRBs) are being turned to as a familiar model of governance. Here, we examine the IRB model as a form of ethics oversight for health research that uses AI. We consider the model's origins, analyze the challenges IRBs are facing in the contexts of both industry and academia, and offer concrete recommendations for how these committees might be adapted in order (...) to provide an effective mechanism of oversight for health‐related AI research. (shrink)

How did the universe begin? What is truth? How can we live good live? The Little Book of Philosophy answers these questions and more. Packed with simple explanations, witty illustrations, and step-by-step diagrams that untangle complex theories, you'll find plenty of food for thought in this book, whether you're a novice, a student, or an armchair philosopher"--Page 4 of cover.

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)

Chapter 1: "Reason for Hope " by Michael J. Murray Chapter 2: "Theistic Arguments" by William C. Davis Chapter 3: "A Scientific Argument for the Existence of God: The Fine- Tuning Design Argument" by Robin Collins Chapter 4: "God, Evil and Suffering" by Daniel Howard Snyder Chapter 5: "Arguments for Atheism" by John O'Leary Hawthorne Chapter 6: "Faith and Reason" by Caleb Miller Chapter 7: "Religious Pluralism" by Timothy O'Connor Chapter 8: "Eastern Religions" by Robin Collins Chapter 9: "Divine Providence (...) and Human Freedom" by Scott A. Davison Chapter 10: "The Incarnation and the Trinity" by Thomas D. Senor Chapter 11: "The Resurrection of the Body and the Life Everlasting" by Trenton Merricks Chapter 12: "Heaven and Hell" by Michael J. Murray Chapter 13: "Religion and Science" by W. Christopher Stewart Chapter 14: "Miracles and Christian Theism" by J. A. Cover Chapter 15: "Christianity and Ethics" by Frances Howard-Snyder Chapter 16: "The Authority of Scripture" by Douglas Blount. (shrink)

Sir Francis Bacon, statesman, essayist and philosopher, studied law and rose to high office as Lord Chancellor. He had enormous influence on the change of direction for scientific method from speculative and philosophical in the Aristotelian tradition to experimental and factual. Bacon's philosophical influence extended to Locke and through him to subsequent English schools of psychology and ethics. Abroad, his influence also extended to Leibniz, Huygens and Voltaire who called him 'le pere de la philosophie experimentale'. This edition contains all (...) Bacon's philosophical works as well as translations, plus literary and professional works, and includes illuminating introductions and explanatory footnotes by the three editors as well as a new introduction by Graham Rees. (shrink)

How can mental properties bring about physical effects, as they seem to do, given that the physical realizers of the mental goings-on are already sufficient to cause these effects? This question gives rise to the problem of mental causation (MC) and its associated threats of causal overdetermination, mental causal exclusion, and mental causal irrelevance. Some (e.g., Cynthia and Graham Macdonald, and Stephen Yablo) have suggested that understanding mental-physical realization in terms of the determinable/determinate relation (henceforth, 'determination') provides the key (...) to solving the problem of MC: if mental properties are determinables of their physical realizers, then (since determinables and determinates are distinct, yet don't causally compete) all three threats may be avoided. Not everyone agrees that determination can do this good work, however. Some (e.g., Douglas Ehring, Eric Funkhauser, and Sven Walter) object that mental-physical realization can't be determination, since such realization lacks one or other characteristic feature of determination. I argue that on a proper understanding of the features of determination key to solving the problem of MC these arguments can be resisted. (shrink)

In this paper, it is shown (1) that there are two schemes for argument from analogy that seem to be competitors but are not, (2) how one of them is based on a distinctive type of similarity premise, (3) how to analyze the notion of similarity using story schemes illustrated by some cases, (4) how arguments from precedent are based on arguments from analogy, and in many instances arguments from classification, and (5) that when similarity is defined by means of (...) episode schemes, we can get a clearer idea of how it integrates with the use of argument from classification and argument from precedent in case-based reasoning by using a dialogue structure. (shrink)

Several diagrams and tables from review articles during the Ox-Phos Controversy serve as an occasion to assess the nature of competition in models of theory choice in science. Many models follow "Super-Bowl" principles of polar, either-or, winner-take-all competition. A significant alternative highlighted by this episode, however, is the differentiation of domains. Incommensurability and the partial divergence of overlapping domains serve both as signals and context for shifting frameworks of competition. Appropriate strategies may thus help researchers diagnose the status of competition (...) and shape their research accordingly. (shrink)

Originally published in 1980, this book examines the major issues in the philosophy of social science, paying specific attention to cross-cultural understanding, humanism versus scientism, individualism versus collectivism, and the shaping of theory by evaluative commitment. Arguing for a cross-cultural conception of human beings, the authors defend humanism and individualism, and reject the notion that social inquiry is necessarily vitiated by an adherence to values.

For over twenty years Douglas Berger has advanced research and reflection on Indian philosophical traditions from both classical and cross-cultural perspectives. This volume reveals the extent of his contribution by bringing together his perspectives on these classical Indian philosophies and placing them in conversation with Confucian, Chinese Buddhist and medieval Indian Sufi traditions. Delving into debates between Nyaya and Buddhist philosophers on consciousness and identity, the nature of Sankara's theory of the self, the precise character of Nagarjuna's idea of (...) emptiness, and the relationship between awareness and embodiment in the broad spectrum of Indian thought, chapters exhibit Berger's unusually broad range of expertise. They connect Chinese Confucian and Buddhist texts with classical Indian theories of ethics and consciousness, contrast the ideas of seminal European thinkers like Nietzsche and Derrida from prevailing themes in Buddhism, and shed light on the spiritual and political dimensions of the Mughal prince Dara Shukoh's immersion into Vedantic thought. Always approaching the arguments from an intercultural perspective, Berger shows how much relevance and resonance classical Indian thought has with ancient Confucian views of ethics, Chinese Buddhist depictions of consciousness and medieval Mughal conceptions of divinity. The result is a volume celebrating the rigor, vitality and intercultural resonance of India's rich philosophical heritage. (shrink)

Market-based social governance schemes that establish standards of conduct for producers and traders in international supply chains aim to reduce the negative socioenvironmental effects of globalization. While studies have examined how characteristics of social governance schemes promote socially responsible producer behavior, it has not yet been examined how these same characteristics affect consumer behavior. This is a crucial omission, because without consumer demand for socially produced products, the reach of the social benefits is likely to be limited. We develop a (...) comprehensive model that links twocharacteristics of market-based social governance schemes—(1) stringency and enforcement of requirements, and (2) promotion—to two conditions required for governance schemes to generate significant social benefits: (1) socially responsible behavior of participating firms; and (2) consumer demand for socially produced products which, in turn, expands products produced according to social governance schemes, and thus, the quantity of social benefits. We discuss market-based social governance schemes in the context of fair trade coffee. (shrink)

This paper considers how the terms ‘objection,’ ‘rebuttal,’ ‘attack,’ ‘refutation,’ ‘rebutting defeater’ and ‘undercutting defeater’ are used in writings on argumentation and artificial intelligence. The central focus is on the term ‘rebuttal.’ A provisional classification system is proposed that provides a normative structure within which the terms can be clarified, distinguished from each other, and more precisely defined.

This book provides an argumentation model for means-end reasoning, a distinctive type of reasoning used for problem-solving gand decision-making. Means-end reasoning is modeled as goal-directed argumentation from an agent's goals and known circumstances, and from an action selected as a means, to a decision to carry out the action. Goal-based reasoning for argumentation provides an argumentation model for this kind of reasoning, showing how it is employed in settings of intelligent deliberation where agents try to collectively arrive at a conclusion (...) on what they should do to move forward in a set of circumstances. The book explains how this argumentation model can help build more realistic computational systems of deliberation and decision-making and shows how such systems can be applied to solve problems posed by goal-based reasoning in numerous fields, from social psychology and sociology, to law, political science, anthropology, cognitive science, artificial intelligence, multi-agent systems, and robotics." -- Back cover. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy and Rhetoric 34.2 (2001) 93-112 [Access article in PDF] Enthymemes, Common Knowledge, and Plausible Inference Douglas Walton The study of enthymemes has always been regarded as important in logic, critical thinking, and rhetoric, but too often it is the formal or mechanistic aspect of it that has been in the forefront. This investigation will show that there is a kind of plausibilistic script-based reasoning, of a kind (...) that has mainly been studied in artificial intelligence, that should have a much more important role to play in the study of enthymemes. But then curiously, as will also be shown, this plausibilistic type of reasoning was familiar in the ancient world, to the Sophists, as well as to leading philosophers such as Plato and Aristotle. By linking this ancient notion of plausibility to the modern notion used in computer science, this investigation reveals an important basis for the enthymeme that has a type of logical structure in its own right, but also has an informal aspect.An enthymeme, in current usage, is an argument that has one or more premises, or possibly a conclusion, not explicitly stated in the text, but that needs to have these propositions explicitly stated to extract the complete argument from the text. Sometimes enthymemes are described as arguments with "missing premises." That vocabulary is awkward, however, because the nonexplicit statement that needs to be added can be a conclusion, at least in a minority of cases. To make the exposition below smoother, the term nonexplicit assumption will be used to cover either the case of a nonexplicit premise or that of a nonexplicit conclusion. The problem with enthymemes is that if the nonexplicit assumptions in an argument are supposed to be propositions used by the arguer (as opposed to just the propositions needed to make the argument structurally correct, according to some standard), reasonable people can have differences of opinion on what the nonexplicit assumptions are supposed to be. The problem is that filling in the missing parts of enthymemes depends on interpreting the natural language [End Page 93] in which the argument was put forward to try to determine what the speaker meant to say.The solution to the problem comes through the recognition that enthymemes rest not only on formal (structural) criteria, but also on informal criteria. One of the most important of these informal criteria is something often called "common knowledge" (Govier 1992; Freeman 1995). But as shown below in a set of selected case studies of enthymemes, "common knowledge" is not really a kind of knowledge at all. It is really plausibility, or eikos, something well known in the ancient world and often misleadingly translated as "probability." Curiously, Aristotle's original doctrine of the enthymeme was based on this notion of plausibility. This historical fact has often been a source of puzzlement and confusion, and sometimes it has even been taken to indicate a defect or contradiction in Aristotle's treatment of the enthymeme. However, the goal of this investigation is not primarily historical. It is to work out one of the most important required steps toward a solution to the problem of enthymemes. But to do this, it is necessary to come back to the ancient notion of plausible inference. 1. The problem with enthymemes Once you have any formal theory of inference, like syllogistic, for example, you will be confronted by cases of arguments in everyday discourse that meet all the requirements for a structurally correct inference except that some part or parts, usually a premise or a conclusion, is missing. By "missing" is meant that the proposition in question has not been explicitly stated in the text of discourse, even though it may be clear enough that the speaker (writer) was relying on it, or including it, as part of the argument. The classic example is the following inference: All men are mortal; therefore, Socrates is mortal. To evaluate such an argument, surely some account of the "hidden" or "missing" assumption needs to be taken. The problem with enthymemes (Burke 1985; Gough and Tindale 1985; Hitchcock 1985) is that, if given carte... (shrink)

How have human cultures engaged with and thought about animals, plants, rocks, clouds, and other elements in their natural surroundings? Do animals and other natural objects have a spirit or soul? What is their relationship to humans? In this new study, Graham Harvey explores current and past animistic beliefs and practices of Native Americans, Maori, Aboriginal Australians, and eco-pagans. He considers the varieties of animism found in these cultures as well as their shared desire to live respectfully within larger (...) natural communities. Drawing on his extensive casework, Harvey also considers the linguistic, performative, ecological, and activist implications of these different animisms. (shrink)

This article considers Kierkegaard's contribution to our understanding of the political. Building on previous scholarship exploring the social dimensions of Kierkegaard's thought, I argue that for Kierkegaard the modern understanding and practice of politics should be understood as ?despair?. Thus, whilst Kierkegaard's criticisms of politics might have been produced in an ad hoc fashion, this article argues that there is an underlying principle which guides these criticisms: that politics is subordinate to, and must be grounded in, spiritual or religious selfhood. (...) In this way the modern phenomena of democracy, liberalism, the press, and the crowd can all be seen as representative of a form of community which falls far short of the potential that human beings can and should achieve. Such a community would see individuals recognising themselves and each other as spiritual beings, and taking responsibility for themselves and others. That modern politics fails to understand the human being as an essentially spiritual entity related to others through God can only lead us to conclude that, from Kierkegaard's point of view, modern politics suffers from the sickness of despair. Whilst Kierkegaard might be criticised for failing to provide us with a more detailed picture of a polity shaped by the religious contours he promotes, he clearly offers an intriguing and suggestive contribution to our understanding not only of the limitations of politics, but also the relationship between a normative human and political ontology, with the former providing the basis for the latter. (shrink)

Martin Heidegger’s (1889-1976) influence has long been felt not just in philosophy, but also in such fields as art, architecture, and literary studies. Yet his difficult terminology has often scared away interested readers lacking an academic background in philosophy. In this new entry in the Ideas Explained series, author Graham Harman shows that Heidegger is actually one of the simplest and clearest of thinkers. His writings and analyses boil down to a single powerful idea: being is not presence. In (...) any human relation with the world, our thinking and even our acting do not fully exhaust the world. Something more always withdraws from our grasp. As Harman shows, Heidegger understood that human beings are not lucid scientific observers staring at the world and describing it, but instead are thrown into a world where light is always mixed with shadow. The book concludes with a comprehensible discussion of the philosopher’s notoriously opaque concept of the fourfold. (shrink)

Leading theorists examine the self-representational theory of consciousness as an alternative to the two dominant reductive theories of consciousness, the representational theory of consciousness and the higher-order monitoring theory. In this pioneering collection of essays, leading theorists examine the self-representational theory of consciousness, which holds that consciousness always involves some form of self-awareness. The self-representational theory of consciousness stands as an alternative to the two dominant reductive theories of consciousness, the representational theory of consciousness and the higher-order monitoring theory, combining (...) elements of both RTC and HOM theory in a novel fashion that may avoid the fundamental deficiencies of each. Although self-representationalist views have been common throughout the history of both Western and Eastern philosophy, they have been largely neglected in the recent literature on consciousness. This book approaches the self-representational theory from a range of perspectives, with contributions from scholars in analytic philosophy, phenomenology, and history of philosophy, as well as two longer essays by Antonio Damasio and David Rudrauf and Douglas Hofstadter. The book opens with six essays that argue broadly in favor of self-representationalist views, which are followed by five that argue broadly against them. Contributors next consider connections to such philosophical issues as the nature of propositional attitudes, knowledge, attention, and indexical reference. Finally, Damasio and Rudrauf link consciousness as lived with consciousness as described in neurobiological terms; and Hofstadter compares consciousness to the "strange loop" of mathematical self-reference brought to light by Gödel's incompleteness theorems. Contributors Andrew Brook, Peter Carruthers, Antonio Damasio, John J. Drummond, Jason Ford, Rocco J. Gennaro, George Graham, Christopher S. Hill, Douglas R. Hofstadter, Terry Horgan, Tomis Kapitan, Uriah Kriegel, Keith Lehrer, Joseph Levine, Robert W. Lurz, David Rudrauf, David Woodruff Smith, John Tienson, Robert Van Gulick, Kathleen Wider, Kenneth Williford, Dan Zahavi. (shrink)

PrefaceList of AbbreviationsChapter One: The Mathematical Career of the Monster of MalmesburyChapter Two: The Reform of Mathematics and of the UniversitiesIdeological Origins of the DisputeChapter Three: De Corpore and the Mathematics of MaterialismChapter Four: Disputed FoundationsHobbes vs. Wallis on the Philosophy of MathematicsChapter Five: The "Modern Analytics" and the Nature of DemonstrationChapter Six: The Demise of Hobbesian GeometryChapter Seven: The Religion, Rhetoric, and Politics of Mr. Hobbes and Dr. WallisChapter Eight: Persistence in ErrorWhy Was Hobbes So Resolutely Wrong?Appendix: Selections from (...) Hobbes's Mathematical WritingsReferencesIndex Copyright © Libri GmbH. All rights reserved. (shrink)

Acupuncture, the traditional Chinese practice of needling to alleviate pain, offers a striking case where scientific accounts in two cultures, East and West, diverge sharply. Yet the Chinese comfortably embrace the apparent ontological incommensurability. Their pragmatic posture resonates with the New Experimentalism in the West--but with some provocative differences. The development of acupuncture in China (and not in the West) further suggests general research strategies in the context of discovery. My analysis also exemplifies how one might fruitfully pursue a comparative (...) philosophy of science that explores how other cultures investigate and validate their conclusions about the natural world. (shrink)

Multimorbidity, the presence of multiple health conditions that must be addressed, is a particularly difficult situation in patient management raising issues such as the use of multiple drugs and drug-disease interactions. Clinical Guidelines are evidence-based statements which provide recommendations for specific health conditions but are unfit for the management of multiple co-occurring health situations. To leverage these evidence-based documents, it becomes necessary to combine them. In this paper, using a case example, we explore the use of argumentation schemes to reason (...) and combine evidence-based recommendations from clinical guidelines, expected effects, conflicts stemming from said recommendations, and preferences regarding treatment goals. We compare the results of reasoning using the schemes for practical reasoning and argument from negative consequences in the Carneades Argumentation System with those of ASPIC-G, an extension of the artificial intelligence system ASPIC+. (shrink)

As inter‐organisational relations represent an increasingly important element in business the ability to build sustainable relationships becomes a key skill. To achieve sustainable relationships parties need to move from a low trust/low ethics base to a high trust/high ethics base in their relating. This paper uses data from a study into trust‐based partnering in the construction industry to demonstrate that ethics is integral to trust building. The data supports the proposition that ethical partnering, which is characterised by reliability, delivery of (...) promises, open and honest communications, respect and reciprocity, and a willingness to act reasonably towards each other, is the most effective model for parties seeking to build sustainable relationships. (shrink)

The cognitive science of religion draws on insights from evolutionary psychology, and offers explanations of religious belief based on natural cognitive processes. This article examines a number of competing explanations of religious belief by considering it as a solution to the challenge of cooperation. The challenge of stopping individuals cheating within a cooperative group has been a problem throughout humanity’s evolutionary history. Empirical evidence drawn from fields such as anthropology and psychology suggests that religious beliefs are part of an evolved (...) cognitive system that motivates individuals to cooperate with other members of their group. Three possible evolutionary accounts, the memetic, by‐product, and adaptation accounts, are considered as evolved solutions to the challenge of cooperation. (shrink)

This book offers new perspectives on the origins and development of John Ruskin’s political thought. Graham A. MacDonald traces the influence of late medieval and pre-Enlightenment thought in Ruskin’s writing, reintroducing readers to Ruskin’s politics as shaped through his engagement with concepts of natural law, legal rights, labour and welfare organization. From Ruskin’s youthful studies of geology and chemistry to his back-to-the-land project, the Guild of St. George, he emerges as a complex political thinker, a reformer—and what we would (...) recognize today as an environmentalist. John Ruskin’s Politics and Natural Law is a nuanced reappraisal of neglected areas of Ruskin’s thought. (shrink)