Discovering high-utility itemsets (HUIs) consists of finding sets of items that yield a high profit in customer transaction databases. An important limitation of traditional high-utility itemset mining (HUIM) is that only the utility measure is used for assessing the interestingness of patterns. This leads to finding several itemsets that have a high profit but contain items that are weakly correlated. To address this issue, this paper proposes to integrate the concept of correlation in HUIM to find profitable itemsets that are (...) highly correlated, using the all-confidence and bond measures. An efficient algorithm named FCHM (fast correlated high-utility itemset miner) is proposed to efficiently discover correlated high-utility itemsets (CHIs). Two versions of the algorithm are proposed: FCHM|$_{all\text{-}confidence}$| and FCHM|$_{bond}$|⁠, which are based on the all-confidence and bond measures, respectively. An experimental evaluation was done using four real-life benchmark datasets from the HUIM literature: mushroom, retail, kosarak and foodmart. Results show that FCHM is efficient and can prune a huge amount of weakly CHIs. (shrink)

This study investigates professional tax practitioners' ethical judgments and behavioral intentions in cases involving client pressure to adopt aggressive reporting positions, an issue that has been identified as the most difficult ethical/moral problem facing public accounting practitioners. The multidimensional ethics scale (MES) was used to measure the extent to which a hypothetical behavior was consistent with five ethical philosophies (moral equity, contractualism, utilitarianism, relativism, and egoism). Responses from a sample of 67 tax professionals supported the existence of all dimensions of (...) the MES other than egoism. Regressions of ethical judgments and behavioral intentions on the MES dimensions indicate that ethical decision making is most heavily influenced by the moral equity dimension, followed by the contractualism dimension. In contrast, the utilitarianism and relativism dimensions were only related to ethical judgments and behavioral intentions in isolated instances. (shrink)

Based on hierarchical classification and logistic regression of early US and French COVID-19 clinical trials we show that despite the registration of a large number of trials, only a minority had characteristics usually associated with providing robust and relevant evidence.

The objective of this study was to determine whether consent forms in oncology clinical trials of commercially available treatments inform subjects that they may be able to obtain the treatments being investigated without participating in research. We acquired consent forms from a random sample of U.S. oncology clinical trials in the ClinicalTrials.gov database. We then examined a subgroup of the sample consisting of studies in which the treatments under investigations were commercially available. Less than 20% of the consent forms in (...) that group disclosed to subjects that they may be able to obtain the treatment being investigated without participating in the study . Our results suggest that potential research subjects are frequently not informed about important alternatives to research participation in studies involving commercially available treatments, which is a violation of both ethical and regulatory standards. (shrink)

This work presents a stock/effort model describing both harvested fish population and fishing effort dynamics. The fishing effort dynamic is controlled by investment which corresponds to the revenue proportion generated by the activity. The dynamics are subject to a set of economic and biological state constraints. The analytical study focuses on the compatibility between state constraints and controlled dynamics. By using the mathematical concept of viability kernel, we reveal situations and management options that guarantee a sustainable system.

Ethical conundrums are common in neonatal medicine, particularly around continuing or withdrawing intensive treatment in a critically ill baby. A common scenario is a baby born with compromised oxygen delivery around the time of birth (perinatal asphyxia) leading to a condition named hypoxic ischemic encephalopathy (HIE) which can have a high probability of death or long-term neurologic disability. This article reviews the key ethical dilemmas that underpin the clinical management of babies with severe HIE. The discussions, however, could be relevant (...) in any newborn with a life-threatening illness where withdrawal or redirection of intensive treatment is being considered. (shrink)

Jerry Fodor is one of the leading philosophers of mind and language in the world today. He is best known for his work developing two theses which give theirnames to his books The Modularity of Mind and The Language of Thought. He teaches philosophy at Rutgers and at the CUNY Graduate Center.

The renowned philosopher Jerry Fodor, a leading figure in the study of the mind for more than twenty years, presents a strikingly original theory on the basic constituents of thought. He suggests that the heart of cognitive science is its theory of concepts, and that cognitive scientists have gone badly wrong in many areas because their assumptions about concepts have been mistaken. Fodor argues compellingly for an atomistic theory of concepts, deals out witty and pugnacious demolitions of rival theories, (...) and suggests that future work on human cognition should build upon new foundations. This lively, conversational, and superbly accessible book is the first volume in the Oxford Cognitive Science Series, where the best original work in this field will be presented to a broad readership. Concepts will fascinate anyone interested in contemporary work on mind and language. Cognitive science will never be the same again. (shrink)

Counter to the popular impression that Adam Smith was a champion of selfishness and greed, Jerry Muller shows that the Inquiry into the Nature and Causes of the Wealth of Nations maintained that markets served to promote the well-being of ...

Adam Smith is the best known among economists for his book, The Wealth of Nations, often viewed as the keystone of modern economic thought. For many he has become associated with a quasi-libertarian laissez-faire philosophy. Others, often heterodox economists and social philosophers, on the contrary, focus on Smith's Theory of Moral Sentiments, and explore his moral theory. There has been a long debate about the relationship or lack thereof between these, his two great works. This work treats these dimensions of (...) Smith's work as elements in a seamless moral philosophical vision, demonstrating the integrated nature of these works and Smith's other writings. This book weaves Smith into a constructive critique of modern economic analysis and builds bridges between that discourse and the other social sciences. (shrink)

Jerry Fodor argues against the widely held view that mental processes are largely computations, that the architecture of cognition is massively modular, and...

Preface 1 Introduction: The Persistence of the Attitudes 2 Individualism and Supervenience 3 Meaning Holism 4 Meaning and the World Order Epilogue Creation Myth Appendix Why There Still Has to be a Language of Thought Notes References Author Index.

Jerry Fodor presents a new development of his famous Language of Thought hypothesis, which has since the 1970s been at the centre of interdisciplinary debate about how the mind works. Fodor defends and extends the groundbreaking idea that thinking is couched in a symbolic system realized in the brain. This idea is central to the representational theory of mind which Fodor has established as a key reference point in modern philosophy, psychology, and cognitive science. The foundation stone of our (...) present cognitive science is Turing's suggestion that cognitive processes are not associations but computations; and computation requires a language of thought. So the latest on the Language of Thought hypothesis, from its progenitor, promises to be a landmark in the study of the mind. LOT 2 offers a more cogent presentation and a fuller explication of Fodor 's distinctive account of the mind, with various intriguing new features. The central role of compositionality in the representational theory of mind is revealed: most of what we know about concepts follows from the compositionality of thoughts. Fodor shows the necessity of a referentialist account of the content of intentional states, and of an atomistic account of the individuation of concepts. Not least among the new developments is Fodor 's identification and persecution of pragmatism as the leading source of error in the study of the mind today. LOT 2 sees Fodor advance undaunted towards the ultimate goal of a theory of the cognitive mind, and in particular a theory of the intentionality of cognition. No one who works on the mind can ignore Fodor 's views, expressed in the coruscating and provocative style which has delighted and disconcerted countless readers over the years. (shrink)

Jerry L. Walls aims to demonstrate in his book Hell: The Logic of Damnation that some traditional views of hell are still defensible and can be believed with intellectual and moral integrity. Focusing on the issues from the standpoint of philosophical theology, Walls explores the doctrine of hell in relation to both the divine nature and human nature. He argues, with respect to the divine nature, that some traditional versions of the doctrine are compatible not only with God's omnipotence (...) and omniscience, but also with a strong account of His perfect goodness. The concept of divine goodness receives special attention since the doctrine of hell is most often rejected on moral grounds. (shrink)

Introduction: Something on the State of the Art 1 I. Functionalism and Realism 1. Operationalism and Ordinary Language 35 2. The Appeal to Tacit Knowledge in Psychological Explanations 63 3. What Psychological States are Not 79 4. Three Cheers for Propositional Attitudes 100 II. Reduction and Unity of Science 5. Special Sciences 127 6. Computation and Reduction 146 III. Intensionality and Mental Representation 7. Propositional Attitudes 177 8. Tom Swift and His Procedural Grandmother 204 9. Methodological Solipsism Considered as a (...) Research Strategy in Cognitive Psychology 225 IV. Nativism 10. The Present Status of the Innateness Controversy 257 Notes 317. (shrink)

One of the most notable aspects of Fodor's work is that it articulates features not only of speculative cognitive architectures but also of current research in ...

Photography matters, writes Jerry Thompson, because of how it works -- not only as an artistic medium but also as a way of knowing. It matters because how we understand what photography is and how it works tell us something about how we understand anything. With these provocative observations, Thompson begins a wide-ranging and lucid meditation on why photography is unique among the picture-making arts. Thompson, a working photographer for forty years, constructs an argument that moves with natural logic (...) from Thomas Pynchon to Jonathan Swift to Plato to Emily Dickinson to detailed readings of photographs by Eugène Atget, Garry Winogrand, Marcia Due, Walker Evans, and Robert Frank. He questions Susan Sontag's assertion in On Photography that "nobody" can any longer imagine literate, authoritative, or transcendent photographs. He considers the money-fueled expansion of the market for photography, and he compares ambitious "meant-for-the-wall" photographs with smaller, quieter works. Forcefully and persuasively, Thompson argues for photography as a medium concerned with understanding the world we live in -- a medium whose business is not constructing fantasies pleasing to the eye or imagination but describing the world in the toughest and deepest way. (shrink)

Ernie Lepore and Jerry Fodor have published a series of original and controversial essays on issues relating to compositionality in language and mind; they have...

Jerry L. Walls argues that the doctrine of heaven is ripe for serious reconsideration. He contends not only that the orthodox view of heaven can be defended from objections commonly raised against it, but also that heaven is a powerful resource for addressing persistent philosophical problems, not the least of which concern the ground of morality and the meaning of life. Walls shows how heaven is integrally related to central Christian doctrines, particularly those related to salvation, and tackles the (...) difficult problem of why faith in Christ is necessary to save us from our sins. In addition, heaven is shown to illumine thorny problems of personal identity and to be an essential component of a satisfactory theodicy. Walls goes on to examine data from near-death experiences from the standpoint of some important recent work in epistemology and argues that they offer positive evidence for heaven. He concludes that we profoundly need to recover the hope of heaven in order to recover our very humanity. (shrink)

A notable feature of paradox is recognition that seemingly contradictory terms are inextricably intertwined and interrelated—holding out the hope that something new can be learned from the cognitive tension contained within. Aram has characterized the central concern of the business and society field as the paradox of interdependent relations. Our study argues that this and related paradoxes can be addressed by engaging with others and trying to gain shared insight via an interactive, developmental, exploratory sensemaking process that can inform the (...) governance of stakeholder networks. We advocate multistakeholder learning dialogues (MSLDs) as a means for both scholars and practitioners to construct meanings that can guide joint efforts to cope with messy problems that help shape complex, paradoxical relationships within stakeholder networks. (shrink)

Adam Smith's The Wealth of Nations is regarded by many as the most important text in the history of economics. Jerry Evensky's analysis of this landmark book walks the reader through the five 'Books' of The Wealth of Nations, analyzing Smith's terms and assumptions and how they are developed into statements about economic processes in Book I, his representation of the dynamics of economics systems in Book II, and his empirical case for his model in Book III. With that (...) framework in place, Evensky examines Smith's critique of alternative models, mercantilism and physiocracy, in Book IV, and Smith's presentation of the policy implications of his analysis presented in Book V. This guide highlights the nexus of Smith's economics and his work on ethics and jurisprudence, and in doing so Evensky sets his examination of The Wealth of Nations into a larger, holistic analysis of Smith's moral philosophy. (shrink)

This paper explores the difference between Connectionist proposals for cognitive a r c h i t e c t u r e a n d t h e s o r t s o f m o d e l s t hat have traditionally been assum e d i n c o g n i t i v e s c i e n c e . W e c l a i m t h a t t h (...) e m a j o r d i s t i n c t i o n i s t h a t , w h i l e b o t h Connectionist and Classical architectures postulate representational mental states, the latter but not the former are committed to a symbol-level of representation, or to a ‘language of thought’: i.e., to representational states that have combinatorial syntactic and semantic structure. Several arguments for combinatorial structure in mental representations are then reviewed. These include arguments based on the ‘systematicity’ of mental representation: i.e., on the fact that cognitive capacities always exhibit certain symmetries, so that the ability to entertain a given thought implies the ability to entertain thoughts with semantically related contents. We claim that such arguments make a powerful case that mind/brain architecture is not Connectionist at the cognitive level. We then consider the possibility that Connectionism may provide an account of the neural (or ‘abstract neurological’) structures in which Classical cognitive architecture is implemented. We survey a n u m b e r o f t h e s t a n d a r d a r g u m e n t s t h a t h a v e b e e n o f f e r e d i n f a v o r o f Connectionism, and conclude that they are coherent only on this interpretation. (shrink)

Preface and Acknowledgments Introduction PART I Intentionality Chapter 1 Fodor’ Guide to Mental Representation: The Intelligent Auntie’s Vade-Mecum Chapter 2 Semantics, Wisconsin Style Chapter 3 A Theory of Content, I: The Problem Chapter 4 A Theory of Content, II: The Theory Chapter 5 Making Mind Matter More Chapter 6 Substitution Arguments and the Individuation of Beliefs Chapter 7 Stephen Schiffer’s Dark Night of The Soul: A Review of Remnants of Meaning PART II Modularity Chapter 8 Précis of The Modularity of (...) Mind Chapter 9 Why Should the Mind Be Modular? Chapter 10 Observation Reconsidered Appendix: A Reply to Churchland’s ‘Perceptual Plasticity and Theoretical Neutrality" References Index of Names. (shrink)

Coherence in conversations and in texts can be partially characterized by a set of coherence relations, motivated ultimately by the speaker's or writer's need to be understood. In this paper, formal definitions are given for several coherence relations, based on the operations of an inference system; that is, the relations between successive portions of a discourse are characterized in terms of the inferences that can be drawn from each. In analyzing a discourse, it is frequently the case that we would (...) recognize it as coherent, in that it would satisfy the formal definition of some coherence relation, if only we could assume certain noun phrases to be coreferential. In such cases, we will simply assume the identity of the entities referred to, in what might be called a “petty conversational implicature,” thereby solving the coherence and coreference problems simultaneously. Three examples of different kinds of reference problems are presented. In each, it is shown how the coherence of the discourse can be recognized, and how the reference problems are solved, almost as a by‐product, by means of these petty conversational implicatures. (shrink)

This article attempts to provide empirical assessment of the nature and extent of ethical dilemmas confronted by librarians working in the news media. Sixty-eight librarians randomly selected from the membership of the News Division of the Special Libraries Association were surveyed to identify prevailing ethical attitudes, specific ethical problems, and the frequency with which those problems were encountered on the job. The study found a widespread concern about ethical issues among news librarians; 9 widely experienced ethical dilemmas; and although ethical (...) challenges are experienced by a majority of news librarians, they are not encountered with great frequency and therefore a crisis situation is not perceived to exist. These findings raise serious issues for both journalism and library professionals. (shrink)

The class of geometric surgical theories is examined. The main theorem is that every stable theory that is interpretable in a geometric surgical theory is superstable of finite U-rank.

Over the coming decades, Artificial Intelligence will profoundly impact the way we live, work, wage war, play, seek a mate, educate our young, and care for our elderly. It is likely to greatly increase our aggregate wealth, but it will also upend our labor markets, reshuffle our social order, and strain our private and public institutions. Eventually it may alter how we see our place in the universe, as machines pursue goals independent of their creators and outperform us in domains (...) previously believed to be the sole dominion of humans. Whether we regard them as conscious or unwitting, revere them as a new form of life or dismiss them as mere clever appliances, is beside the point. They are likely to play an increasingly critical and intimate role in many aspects of our lives. The emergence of systems capable of independent reasoning and action raises serious questions about just whose interests they are permitted to serve, and what limits our society should place on their creation and use. Deep ethical questions that have bedeviled philosophers for ages will suddenly arrive on the steps of our courthouses. Can a machine be held accountable for its actions? Should intelligent systems enjoy independent rights and responsibilities, or are they simple property? Who should be held responsible when a self-driving car kills a pedestrian? Can your personal robot hold your place in line, or be compelled to testify against you? If it turns out to be possible to upload your mind into a machine, is that still you? The answers may surprise you. (shrink)

In Brazil, the country with the largest population of African descent in the Americas, the idea of race underwent a dramatic shift in the first half of the twentieth century. Brazilian authorities, who had considered race a biological fact, began to view it as a cultural and environmental condition. Jerry Dávila explores the significance of this transition by looking at the history of the Rio de Janeiro school system between 1917 and 1945. He demonstrates how, in the period between (...) the world wars, the dramatic proliferation of social policy initiatives in Brazil was subtly but powerfully shaped by beliefs that racially mixed and nonwhite Brazilians could be symbolically, if not physically, whitened through changes in culture, habits, and health. Providing a unique historical perspective on how racial attitudes move from elite discourse into people’s lives, _Diploma of Whiteness_ shows how public schools promoted the idea that whites were inherently fit and those of African or mixed ancestry were necessarily in need of remedial attention. Analyzing primary material—including school system records, teacher journals, photographs, private letters, and unpublished documents—Dávila traces the emergence of racially coded hiring practices and student-tracking policies as well as the development of a social and scientific philosophy of eugenics. He contends that the implementation of the various policies intended to “improve” nonwhites institutionalized subtle barriers to their equitable integration into Brazilian society. (shrink)