The use of Big Data—however the term is defined—involves a wide array of issues and stakeholders, thereby increasing numbers of complex decisions around issues including data acquisition, use, and sharing. Big Data is becoming a significant component of practice in an ever-increasing range of disciplines; however, since it is not a coherent “discipline” itself, specific codes of conduct for Big Data users and researchers do not exist. While many institutions have created, or will create, training opportunities to prepare people to (...) work in and around Big Data, insufficient time, space, and thought have been dedicated to training these people to engage with the ethical, legal, and social issues in this new domain. Since Big Data practitioners come from, and work in, diverse contexts, neither a relevant professional code of conduct nor specific formal ethics training are likely to be readily available. This normative paper describes an approach to conceptualizing ethical reasoning and integrating it into training for Big Data use and research. Our approach is based on a published framework that emphasizes ethical reasoning rather than topical knowledge. We describe the formation of professional community norms from two key disciplines that contribute to the emergent field of Big Data: computer science and statistics. Historical analogies from these professions suggest strategies for introducing trainees and orienting practitioners both to ethical reasoning and to a code of professional conduct itself. We include two semester course syllabi to strengthen our thesis that codes of conduct can be harnessed to support the development of ethical reasoning in, and a sense of professional identity among, Big Data practitioners. (shrink)

Peter Abelard (1079–1142 ce) was the most wide‐ranging philosopher of the twelfth century. He quickly established himself as a leading teacher of logic in and near Paris shortly after 1100. After his affair with Heloise, and his subsequent castration, Abelard became a monk, but he returned to teaching in the Paris schools until 1140, when his work was condemned by a Church Council at Sens. His logical writings were based around discussion of the “Old Logic”: Porphyry's Isagoge, aristotle'S Categories and (...) On Interpretation and boethius'S textbook on topical inference. They comprise a freestanding Dialectica (“Logic”; probably c.1116), a set of commentaries (known as the Logica [Ingredientibus], c. 1119) and a later (c. 1125) commentary on the Isagoge (Logica Nostrorum Petititoni Sociorum or Glossulae). In a work Abelard called his Theologia, issued in three main versions (between 1120 and c.1134), he attempted a logical analysis of trinitarian relations and explored the philosophical problems surrounding God's claims to omnipotence and omniscience. The Collationes (“Debates,” also known as “Dialogue between a Christian, a Philosopher and a Jew”; probably c.1130) present a rational investigation into the nature of the highest good, in which the Christian and the Philosopher (who seems to be modeled on a philosopher of pagan antiquity) are remarkably in agreement. The unfinished Scito teipsum (“Know thyself,” also known as the “Ethics”; c.1138) analyses moral action. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Scientific Method in PhilosophyAuthor's note: Thanks to Gregory Landini for helpful clarifications.Gregory Landini. Repairing Bertrand Russell's 1913 Theory of Knowledge. (History of Analytic Philosophy.) London: Palgrave Macmillan, 2022. Pp. x, 397. isbn: 978-3-030-66355-1, us$139 (hb); 978-3-030-66356-8, us$109 (ebook).The title of this book might suggest a rather narrow study of a problem with Russell's Theory of Knowledge and a proposed solution. But as with Landini's first (...) book, Russell's Hidden Substitutional Theory, the title does not capture the full scope of the work. That work did not just point out the lingering substitution theory in Principia, but gave a sweeping view of Russell's overall development from Principles to Principia and one of the most detailed accounts of the formal system in Principia in any work. This work gives a sweeping overview of Russell's philosophy up to 1918, including not just Russell's multiple-relation theory of judgment, but the whole project of what Russell called scientific method in philosophy, which was the subtitle to his 1914 Our Knowledge of the ExternalWorld. Landini thinks this is the height of Russell's philosophy and proposes a fix to the problems which led Russell to abandon the project.Landini does not just present Russell's views during this period, but vigorously defends them, and not just the multiple-relation theory of judgment mostly associated with Theory of Knowledge, but also the views that logic should be understood as synthetic a priori, Russell's doctrine of acquaintance, including the acquaintance with universals as the grounding of synthetic a priori knowledge, and Russell's view that logic is the essence of philosophy. The book contains a wide range of discussions, including issues in philosophy of mind, theories of representation, theories of universals, evolution in philosophy, and the metaphysics of time and space.The book opens with an overview of some main themes, including Landini's view of the three main phases of Russell's post-idealist philosophy and his discussion of what he calls the revolutions in logic and mathematics. The three phases Landini has in mind are the Principles phase, the Principia phase [End Page 81] (which includes The Problems of Philosophy and Theory of Knowledge) and the neutral monist phase, which Landini sees as a mistake Russell made when he didn't see how to repair his 1913 work. According to Landini, the Principles era ends with the failure of the substitution theory from the po /ao paradox, the Principia era ends by 1918 with the abandonment of the attempt to finish the project of the 1913 Theory of Knowledge, and the neutral monist era begins in 1919 and continues through 1948. Landini wants to concentrate on repairing the view in the Principia era. Any remarks of Russell's from later rejecting, for example, his view of the subject, of acquaintance, of neutral monism, and remarks concerning logic as consisting of tautologies are to be rejected. Landini firmly believes that after abandoning the 1913 project, Russell took a wrong turn. Landini's discussion of the multiple-relation theory of judgment is therefore quite different from the other discussion in the literature, in that most commentators have thought Russell was correct in abandoning the theory and most think there is something to Wittgenstein's criticism. Landini thinks Wittgenstein's criticism was based on his new vision of logic, and that Russell should have rejected it and proceeded with the project of Theory of Knowledge.Given the controversies involved in these claims, I think the best way forward is an explication of Landini's new emphasis on the revolutions in logic and mathematics and some of the key claims Landini makes concerning the Principia era. Then we can look at the details of Landini's repairing of the project.the two revolutionsWhat is striking about Landini's more recent work is his emphasis on these two revolutions. One is the revolution within logic, which originates with Frege; the other a revolution in mathematics which originates with Weierstrass, von Staudt, Pieri and Cantor. While most historians of this period are aware of the important shifts... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Journal of the History of Ideas 61.2 (2000) 223-240 [Access article in PDF] The "Survival of the Fittest" and the Origins of Social Darwinism Gregory Claeys * In late September 1838 a young man, aged 29, a former medical student and amateur naturalist, who had spent several years in the South Pacific studying plant and animal life, but who remained puzzled as to why "favourable variants" of each (...) species survived while "unfavourable variants" were destroyed, sat perusing a book, as he later recalled, "for amusement." 1 The work which provoked Charles Darwin was T. R. Malthus's Essay on Population (1798), which he later claimed first suggested to him the idea that "on the whole the best fitted live." This idea Darwin would popularize through the notion of the "struggle for existence," a phrase which he famously claimed to use as a "metaphor" but which meant simply "the doctrine of Malthus applied with manifold force to the whole animal and vegetable kingdoms." 2 That application resulted in the publication [End Page 223] of the Origin of Species in 1859, an occasion hailed as "the greatest event of Queen Victoria's reign," 3 even "by far the most important... in the history of the modern West." 4 It is well known, too, that Darwin's appreciation of Malthus was not unique even among naturalists. The year before the Origin of Species appeared another young man, Alfred Russel Wallace, aged 25, encountered the very same book. "There suddenly," he later recalled, flashed upon him "the idea of the survival of the fittest." 5 We know Wallace today, thus, as the codiscoverer of theory of natural selection, who presented a paper jointly with Darwin at the Linnean Society on that momentous evening of 1 July 1858 to mark their brilliant achievement. 6This curious coincidence has often been noted, but its ramifications require further assessment. This article examines some crucial nineteenth-century sources of the idea of the "survival of the fittest," which came to underpin many of the social and political doctrines later associated with the theory of natural selection, and also what were regarded as some of the limits of this idea. 7 It contends that there was in fact far more than mere coincidence in the obviously provocative role played by Malthus's Essay for both Darwin and Wallace. 8 It argues, [End Page 224] therefore, against the presumption of tacit causality--logically implicit in the concept of "Social Darwinism" 9 --that much of the social and political theory which nominally invoked Darwin was fundamentally derived from, as opposed to being reinforced by, the principles of natural selection. It challenges the view that the logic of discovery in the natural sciences, in other words, induced parallel or derivative concepts in the social sciences and that the "survival of the fittest" emerged first as a natural, and then mutated into a social concept. Instead it suggests that what was specific about much of Social Darwinism resulted from several shifts in thought in mid-Victorian Britain to which Darwin himself also responded and which therefore also vitally influenced his own development.No doubt, of course, this assertion of causation contains some truth. Darwin was extraordinarily widely read and extraordinarily influential. We are all aware of the great theological debates associated with his name in late Victorian Britain, of the counter-attack against Darwin begun by Bishop Wilberforce in June 1860, and of the tenacious war of attrition conducted by "Darwin's bulldog," T. H. Huxley, who coined the term "agnostic" in 1869 to define the lack of scientific evidence for the existence of God. 10 Much has been written of the moral panic and growing loss of religious faith, paralleling the course of Darwin's own "reluctant agnosticism," which followed the conclusion that human beings had been levelled to the status of animals and deprived of a special Providential creation as well as any divine purpose in the perpetuation of their species. In history a tremendous impetus was given to the search for certain laws of social development. In social... (shrink)

In truth theory one aims at general formal laws governing the attribution of truth to statements. Gupta’s and Belnap’s revision-theoretic approach provides various well-motivated theories of truth, in particular T* and T#, which tame the Liar and related paradoxes without a Tarskian hierarchy of languages. In property theory, one similarly aims at general formal laws governing the predication of properties. To avoid Russell’s paradox in this area a recourse to type theory is still popular, as testified by recent work (...) in formal metaphysics by Williamson and Hale. There is a contingent Liar that has been taken to be a problem for type theory. But this is because this Liar has been presented without an explicit recourse to a truth predicate. Thus, type theory could avoid this paradox by incorporating such a predicate and accepting an appropriate theory of truth. There is however a contingent paradox of predication that more clearly undermines the viability of type theory. It is then suggested that a type-free property theory is a better option. One can pursue it, by generalizing the revision-theoretic approach to predication, as it has been done by Orilia with his system P*, based on T*. Although Gupta and Belnap do not explicitly declare a preference for T# over T*, they show that the latter has some advantages, such as the recovery of intuitively acceptable principles concerning truth and a better reconstruction of informal arguments involving this notion. A type-free system based on T# rather than T* extends these advantages to predication and thus fares better than P* in the intended applications of property theory. (shrink)

Gregory T. Doolan provides here the first detailed consideration of the divine ideas as causal principles. He examines Thomas Aquinas's philosophical doctrine of the divine ideas and convincingly argues that it is an essential element of his metaphysics. According to Thomas, the ideas in the mind of God are not only principles of his knowledge, but they are productive principles as well. In this role, God's ideas act as exemplars for things that he creates. As Doolan shows, this theory (...) of exemplarism is an integral part of Thomas's account of the existence and order of the created universe. It also accounts in part for the freedom of God's creative act. The volume begins with an introduction to Thomas's doctrine of exemplarism and then addresses his arguments for the existence of exemplar ideas within the mind of God. Having established the existence of divine ideas, Doolan considers how Thomas reconciles their multiplicity with God's simplicity. The work identifies the various things for which Thomas posits divine ideas. As Doolan is careful to show, Thomas does not consider all of these ideas to be exemplars because not all of them act as causal principles. After identifying the ideas that do act in this way, Doolan considers how such exemplars can be causes of natural things without compromising the causality of natural agents. The volume culminates with a consideration of the role that the divine ideas play within the structure of Thomas's theory of participation. ABOUT THE AUTHOR: Gregory T. Doolan, assistant professor of philosophy at The Catholic University of America, is a contributor to Wisdom's Apprentice: Thomistic Essays in Honor of Lawrence Dewan, O.P., and Reassessing the Liberal State: Reading Maritain's Man and the State. This is his first book. (shrink)

What I have attempted to show in the foregoing is that: (1) For any frequency adjective f, there is an element of meaning common to both the adverbial and the generic usage of f; this is a function f′ from propositions to truth-values such that f′(Φ)′ is true at an interval i iff Φ′ is true at subintervals of i distributed through i in a certain way. (2) In an adverbial use of f, f′ functions like the corresponding frequency adverb. (...) (3) In a generic use of f, f′ quantifies the times intervals which a specified object is realized by some stage. (4) In their adverbial usage, frequency adjectives are not regular attributive adjectives at the level at which interpretation takes place, but are perhaps determiners. And (5) in their generic usage, frequency adjectives are adjectives at the level at which interpretation takes place.More generally, I hope to have suggested something of the range of uses to which frequency is put in natural language. That we effortlessly grasp what is meants by Monday, the Columbus Dispatch, autumn, the Today Show, and so on, demonstrates our fluency in interpreting certain sequences of objects, events, or states of affairs as sequences of values of some function cycling on a time-axis. Much more must ultimately be told about the psychological and anthropological significance of frequency. (shrink)

In a number of texts throughout his career, Thomas Aquinas identifies different senses of the term ‘esse’. Most notably, he notes that according to one sense, the term signifies the act of existence (actus essendi), which he famously holds is really distinct from essence in all beings other than God. Perhaps surprisingly, he also notes on a number of occasions that according to another sense, the term ‘esse’ can signify that very principle that he says is distinct from the act (...) of existence, namely, essence. In light of Aquinas's semantic theory, this paper investigates how he coherently holds within his metaphysical system that this term ‘esse’ can signify in different ways both essence and the act of existence. More broadly, what it shows is how, for Aquinas, the metaphysician can look to the modes of signification (modi significandi) of terms and as well as their modes of predication (modi praedicandi) to draw careful conclusions about the modes of existence (modi essendi) of real beings. These considerations reveal that in Aquinas's view, although the grammarian and logician in their way are also concerned with these semantic modes, it is not their job to employ them to discern the various senses of the term ‘being’ or the fundamental modes of being. In the end, this is a task for the metaphysician. (shrink)

According to Thomas Aquinas, the ideas in the mind of God serve two distinct although interrelated roles: (1) as epistemological principles accounting for God’s knowledge of things other than himself, and (2) as ontological or causal principles involved in God’s creative activity. This article examines the causal role of the divine ideas by focusing on their relation to natural agents. Given Thomas’s observation that from God’s intellect “forms flow forth (effluunt) into all creatures,” the article considers whether the causality of (...) the divine ideas excludes that of natural agents, or whether both modes of causality can somehow produce one and the same effect. (shrink)

Gregory Conniff's large-scale black and white pastoral images evoke the sensuality of nineteenth century photographic materials. In his affectionate and intelligent work, there is a visible connection to the history of landscape art, reaching back as far as Claude Lorrain and seventeenth-century Dutch drawing. Conniff is also a leading practitioner of a new pastoralism that is casting a contemporary eye on the current state of America's open land. Postmodern in the best sense, Conniff's pictures address the timeless human need (...) to see beauty in the world that shapes our lives. A resident of Wisconsin for more than thirty years, Conniff has focused much of his artistic energy on the rural Midwest, exploring the interdependent relationship between land and people. For the past fifteen years, Conniff has also been making pictures of rural Mississippi, again focusing on elements of the landscape that resonate with a universal sense of aesthetic familiarity. As he explains, "I am interested in work that defines and protects the vanishing, commonplace beauties that let us know we're home.". (shrink)

A. Kenny, Frege, an introduction to the founder of modern analytic philosophy. London:Penguin, 1995. viii-h223pp. £7.99 T. Willamson, Vagueness. London:Routledge, 1994. xiii-f-325 pp. £35.00 TOM BU...

The understanding of emergent, self-organizing phenomena has been immensely deepened in recent years on the basis of simulation-based theoretical research. We discuss these new ideas, and illustrate them using examples from several fields. Our discussion serves to introduce equivalent self-organized phenomena in social interaction. Interaction systems appear to be structured partly by virtue of such emergents. These appear under specific conditions: When cognitive buffering is inadequate relative to the levels of stress persons are subjected to, anxiety-spreading has the potential of (...) pushing their interaction into nonlinear conditions. Arousal in these conditions produces effects on behavior arising from biological sources-indeed, behavior can come under the control of reflex patterns. When this occurs, psychological activity no longer screens off biological controls over behavior. As the direct effects of biological activity spill into interaction, attachment behavior introduced into an interaction system can produce effects that are transmitted beyond dyads to produce global social patterns. These effects illustrate how strong interactions based in biological activity can produce an architecture for social systems. (shrink)

The national opioid epidemic is severely impacting Indian Country. In this article, we draw upon data from the Centers for Disease Control and Prevention to describe the contours of this crisis among Native Americans. While these data are subject to significant limitations, we show that Native American opioid overdose mortality rates have grown substantially over the last seventeen years. We further find that this increase appears to at least parallel increases seen among non-Hispanic whites, who are often thought to be (...) uniquely affected by this crisis. We then profile tribal medical and legal responses to the opioid epidemic, ranging from tribally-operated medication-assisted therapy to drug diversion courts rooted in traditional tribal cultures. (shrink)