Reciprocal Ethics is a novel ethical framework rooted in praxeology, the study of purposeful action. It represents an entirely new paradigm in moral philosophy, placing interaction at the core of universal ethics. Traditional ethical theories often divorce thought from action. Reciprocal Ethics contends that they are two aspects of the same phenomenon in the human experience, removing the traditional boundary between theoretical and practical ethics. The system categorizes all social interaction as either “self-directed” or “other-directed”, and by introducing the concept (...) of "normative signaling" it also exerts legitimate prescriptive power. The theory is a self-consistent, purely descriptive approach to ethics, that suggests that one's actions serve as semiotic signs that signal one's ethical stance in social interaction. Hence actions do not only define individual moral profiles, but also the moral ecosystem within which one actually operates. The theory operates in real time, adapting to the complexity of reality by taking into account uncertainty, incomplete data and social asymmetries. Reconciling elements of consequentialism and deontological theories, Reciprocal Ethics delivers a streamlined, yet comprehensive ethical system for social interaction, offering tangible insights for navigating complex moral dilemmas. By synthesizing descriptive metaethics and normative moral philosophy into one comprehensive formal theory, a bold assertion arises: Reciprocal Ethics becomes the Formal Science of Ethics. (shrink)

Stanley Cavell’s account of aesthetic judgment has two components. The first is a feeling: the judge has to see, hear, ‘dig’ something in the object being judged, there has to be an ‘emotion’ that the judge feels and expresses. The second is the ‘discipline of accounting for [the judgment]’, a readiness to argue for one’s aesthetic judgment in the face of disagreement. The discipline of accounting for one’s aesthetic judgments involves what Nick Riggle has called a norm of convergence: the (...) judge aims to get one’s audience to taste see or hear what the judge tastes or sees or hears in the object being judged. Because of the unmistakable difficulty in reaching agreement in aesthetic judgment, Riggle has denied that aesthetic judgment requires a convergence norm and has proposed instead that it requires ‘a kind of harmony of individuality’ (which Riggle calls ‘vibing’). We argue that Cavell offers a version of the convergence norm that is distinct from those that Riggle criticizes, namely Kant’s demand for agreement and Andy Egan’s presupposition of similarity in dispositions in ‘non-defective’ aesthetic conversations. Cavell’s version of the convergence norm is ‘the hope of agreement’. One can hope that one’s audience will agree with one’s aesthetic judgments even when one isn’t in a position to demand agreement or to presuppose similarity in the dispositions that would make agreement more likely. Cavell’s distinct convergence norm avoids Riggle’s criticisms and contributes to a richer account of what’s going on when we disagree about aesthetic matters. (shrink)

This paper defends a challenge, inspired by arguments drawn from contemporary ordinary language philosophy and grounded in experimental data, to certain forms of standard philosophical practice. The challenge is inspired by contemporary philosophers who describe themselves as practicing “ordinary language philosophy”. Contemporary ordinary language philosophy can be divided into constructive and critical approaches. The critical approach to contemporary ordinary language philosophy has been forcefully developed by Avner Baz, who attempts to show that a substantial chunk of contemporary philosophy is fundamentally (...) misguided. I describe Baz’s project and argue that while there is reason to be skeptical of its radical conclusion, it conveys an important truth about discontinuities between ordinary uses of philosophically significant expressions (“know”, e.g.) and their use in philosophical thought experiments. I discuss some evidence from experimental psychology and behavioral economics indicating that there is a risk of overlooking important aspects of meaning or misinterpreting experimental results by focusing only on abstract experimental scenarios, rather than employing more diverse and more ecologically valid experimental designs. I conclude by presenting a revised version of the critical argument from ordinary language. (shrink)

We investigate claims about the frequency of "know" made by philosophers. Our investigation has several overlapping aims. First, we aim to show what is required to confirm or disconfirm philosophers’ claims about the comparative frequency of different uses of philosophically interesting expressions. Second, we aim to show how using linguistic corpora as tools for investigating meaning is a productive methodology, in the sense that it yields discoveries about the use of language that philosophers would have overlooked if they remained in (...) their "armchairs of an afternoon", to use J.L. Austin’s phrase. Third, we discuss facts about the meaning of "know" that so far have been ignored in philosophy, with the aim of reorienting discussions of the relevance of ordinary language for philosophical theorizing. (shrink)

J.L. Austin is regarded as having an especially acute ear for fine distinctions of meaning overlooked by other philosophers. Austin employs an informal experimental approach to gathering evidence in support of these fine distinctions in meaning, an approach that has become a standard technique for investigating meaning in both philosophy and linguistics. In this paper, we subject Austin's methods to formal experimental investigation. His methods produce mixed results: We find support for his most famous distinction, drawn on the basis of (...) his `donkey stories', that `mistake' and `accident' apply to different cases, but not for some of his other attempts to distinguish the meaning of philosophically significant terms (such as `intentionally' and `deliberately'). We critically examine the methodology of informal experiments employed in ordinary language philosophy and much of contemporary philosophy of language and linguistics, and discuss the role that experimenter bias can play in influencing judgments about informal and formal linguistic experiments. (shrink)

Keith DeRose has argued that context shifting experiments should be designed in a specific way in order to accommodate what he calls a ‘truth/falsity asymmetry’. I explain and critique DeRose's reasons for proposing this modification to contextualist methodology, drawing on recent experimental studies of DeRose's bank cases as well as experimental findings about the verification of affirmative and negative statements. While DeRose's arguments for his particular modification to contextualist methodology fail, the lesson of his proposal is that there is good (...) reason to pay close attention to several subtle aspects of the design of context shifting experiments. (shrink)

Odd and memorable examples are a distinctive feature of Charles Travis's work: cases involving squash balls, soot-covered kettles, walls that emit poison gas, faces turning puce, ties made of freshly cooked linguine, and people grunting when punched in the solar plexus all figure in his arguments. One of Travis's examples, involving a pair of situations in which the leaves of a Japanese maple tree are painted green, has even spawned its own literature consisting of attempts to explain the context sensitivity (...) of color adjectives ("green", e.g.). For Travis, these examples play a central role in his arguments for occasion-sensitivity, which he takes to be a pervasive feature of how we understand natural language. But how, exactly, do these examples work? My aims in this paper are to put Travis’s examples under the microscope, using recent experimental studies of Travis-style cases to raise worries about aspects of the way Travis's cases are informally presented, but then show how his examples can be redesigned to respond to these doubts. (shrink)

Considerable evidence proves that causal learning and causal understanding greatly enhance our ability to manipulate the physical world and are major factors that distinguish humans from other primates. How do we enable unintelligent robots to think causally, answer the questions raised with "why" and even understand the meaning of such questions? The solution is one of the keys to realizing artificial intelligence. Judea Pearl believes that to achieve human-like intelligence, researchers must start by imitating the intelligence of children, so he (...) proposed a "causal inference engine" to help future artificial intelligence make causal inference, pass the Minimal Turing Test, and even become a moral subject who can discern good from evil. This study attempts to provide some insights into the development of children's education from basic assumptions and construction goals of artificial intelligence, and to reflect on the causal model of artificial intelligence through children's education. (shrink)

Alice Crary has recently developed a radical reading of J. L. Austin's philosophy of language. The central contention of Crary's reading is that Austin gives convincing reasons to reject the idea that sentences have context-invariant literal meaning. While I am in sympathy with Crary about the continuing importance of Austin's work, and I think Crary's reading is deep and interesting, I do not think literal sentence meaning is one of Austin's targets, and the arguments that Crary attributes to Austin or (...) finds Austinian in spirit do not provide convincing reasons to reject literal sentence meaning. In this paper, I challenge Crary's reading of Austin and defend the idea of literal sentence meaning. (shrink)

As moral injury is a still-emerging concept within the area of military mental health, prevalence estimates for moral injury and its precursor, potentially morally injurious events (PMIEs), remain unknown for many of the world’s militaries. The present study sought to estimate the prevalence of PMIEs in the Canadian Armed Forces (CAF), using data collected from CAF personnel deployed to Afghanistan, via logistic regressions controlling for relevant sociodemographic, military, and deployment characteristics. Analyses revealed that over 65% of CAF members reported exposure (...) to at least one event that would be considered a PMIE. The most commonly PMIEs individuals reported included seeing ill or injured women and children they were unable to help (48.4%), being unable to distinguish between combatants and non-combatants (43.6%), and finding themselves in a threatening situation where they were unable to respond due to the rules of engagement under which they were required to operate (35.4%). These findings provide support for both the presence of exposure to PMIEs in CAF members and the need for formal longitudinal data collection regarding PMIE exposure and moral injury development. (shrink)

The first section of this paper introduces talk about absolutely everything -- the world as a totality -- as an integral element in the project of natural theology, as it has been presented by Fergus Kerr and Denys Turner respectively. The following section presents talk about the world as a totality of facts as a theme in philosophical logic and outlines a problem it has given rise to there. After confronting the solution originally suggested by Bertrand Russell and defended by (...) David Armstrong, the paper points to key elements of the solution presented by Wittgenstein in Tractatus Logico-Philosophicus. I show how Wittgenstein’s answer to the question of unrestricted quantification draws on his notion of showing and the inexpressible. Against this background, the concluding section draws attention to an important difference in ambition between Kerr’s and Turner’s description of the prospects for natural theology. (shrink)

In the past few years there has been a turn towards evaluating the empirical foundation of epistemic contextualism using formal (rather than armchair) experimental methods. By-and-large, the results of these experiments have not supported the original motivation for epistemic contextualism. That is partly because experiments have only uncovered effects of changing context on knowledge ascriptions in limited experimental circumstances (when contrast is present, for example), and partly because existing experiments have not been designed to distinguish between contextualism and one of (...) its main competing theories, subject-sensitive invariantism. In this paper, we discuss how a particular, "third-person", experimental design is needed to provide evidence that would support contextualism over subject-sensitive invariantism. In spite of the theoretical significance of third-person knowledge ascriptions for debates surrounding contextualism, no formal experiments evaluating such ascriptions that assess contextualist claims have previously been conducted. In this paper, we conduct an experiment specifically designed to examine that central gap in contextualism’s empirical foundation. The results of our experiment provide crucial support for epistemic contextualism over subject-sensitive invariantism. (shrink)

In his essay “Literary Vocation as Occupational Idealism: The Example of Emerson’s ‘American Scholar,’” Rob Wilson compares Ralph Waldo Emerson’s scholar with the present literary intellectual in American society. According to Wilson, rather than becoming the intellectual beacon of hope Emerson envisioned, the American (literary) scholar has become trapped in a kind of intellectual bondage by the very act of writing. That is, Wilson believes that the American scholar, because of the effect of Emersonian idealism, has been subjected to repeating (...) Emersonian moral symbols and aesthetic tropes, which has resulted in the alienation of the critic from American society (Wilson 84). However, as will be seen, Wilson’s .. (shrink)

Pluralistic ignorance is a socio-psychological phenomenon that involves a systematic discrepancy between people’s private beliefs and public behavior in certain social contexts. Recently, pluralistic ignorance has gained increased attention in formal and social epistemology. But to get clear on what precisely a formal and social epistemological account of pluralistic ignorance should look like, we need answers to at least the following two questions: What exactly is the phenomenon of pluralistic ignorance? And can the phenomenon arise among perfectly rational agents? In (...) this paper, we propose answers to both these questions. First, we characterize different versions of pluralistic ignorance and define the version that we claim most adequately captures the examples cited as paradigmatic cases of pluralistic ignorance in the literature. In doing so, we will stress certain key epistemic and social interactive aspects of the phenomenon. Second, given our characterization of pluralistic ignorance, we argue that the phenomenon can indeed arise in groups of perfectly rational agents. This, in turn, ensures that the tools of formal epistemology can be fully utilized to reason about pluralistic ignorance. (shrink)

Until recently, perdurantism has been considered to be incompatible with the presentist ontology of time. However, discussions about presentist theories of perdurance are now surfacing, one of the most prominent arguments for which being Berit Brogaard’s essay: “Presentist Four-Dimensionalism”. In this paper, I examine Brogaard’s argument in contrast to Ted Sider’s arguments for (an Eternalist theory of) the “Stage View”. I then argue for another (and, I think, novel) view of presentist perdurantism, which avoids the problematic consequences that Brogaard’s view (...) faces, and which also successfully solves philosophical puzzles without the difficulties that Sider’s view faces. This view, which I call “Stage View Presentism,” thus seems to be an appealing alternative for presentists who remain impartial to both the endurantist and the worm theories of persistence. (shrink)

The fact that Gilbert Ryle and J.L. Austin seem to disagree about the ordinary use of words such as ‘voluntary’, ‘involuntary’, ‘voluntarily’, and ‘involuntarily’ has been taken to cast doubt on the methods of ordinary language philosophy. As Benson Mates puts the worry, ‘if agreement about usage cannot be reached within so restricted a sample as the class of Oxford Professors of Philosophy, what are the prospects when the sample is enlarged?’ (Mates, Inquiry 1:161–171, 1958, p. 165). In this chapter, (...) we evaluate Mates’s criticism alongside Ryle’s and Austin’s specific claims about the ordinary use of these words, assessing these claims against actual examples of ordinary use drawn from the British National Corpus (BNC). Our evaluation consists in applying a combination of methods: first aggregating judgments about a large set of samples drawn from the corpus, and then using a clustering algorithm to uncover connections between different types of use. In applying these methods, we show where and to what extent Ryle’s and Austin’s accounts of the use of the target terms are accurate as well as where they miss important aspects of ordinary use, and we demonstrate the usefulness of this new combination of methods. At the heart of our approach is a commitment to the idea that systematically looking at actual uses of expressions is an essential component of any approach to ordinary language philosophy. (shrink)

By definition, pain is a sensory and emotional experience that is felt in a particular part of the body. The precise relationship between somatic events at the site where pain is experienced, and central processing giving rise to the mental experience of pain remains the subject of debate, but there is little disagreement in scholarly circles that both aspects of pain are critical to its experience. Recent experimental work, however, suggests a public view that is at odds with this conceptualisation. (...) By demonstrating that the public does not necessarily endorse central tenets of the “mental” view of pain (subjectivity, privacy, and incorrigibility), experimental philosophers have argued that the public holds a more “body-centric” view than most clinicians and scholars. Such a discrepancy would have important implications for how the public interacts with pain science and clinical care. In response, we tested the hypothesis that the public is capable of a more “mind-centric” view of pain. Using a series of vignettes, we demonstrate that in situations which highlight mental aspects of pain the public can, and does, recognize pain as a mental phenomenon. We also demonstrate that the public view is subject to context effects, by showing that the public’s view is modified when situations emphasizing mental and somatic aspects of pain are presented together. (shrink)

The fact that Gilbert Ryle and J.L. Austin seem to disagree about the ordinary use of words such as ‘voluntary’, ‘involuntary’, ‘voluntarily’, and ‘involuntarily’ has been taken to cast doubt on the methods of ordinary language philosophy. As Benson Mates puts the worry, ‘if agreement about usage cannot be reached within so restricted a sample as the class of Oxford Professors of Philosophy, what are the prospects when the sample is enlarged?’ (Mates 1958, p. 165). In this chapter, we evaluate (...) Mates’s criticism alongside Ryle’s and Austin’s specific claims about the ordinary use of these words, assessing these claims against actual examples of ordinary use drawn from the British National Corpus (BNC). Our evaluation consists in applying a combination of methods: first aggregating judgments about a large set of samples drawn from the corpus, and then using a clustering algorithm to uncover connections between different types of use. In applying these methods, we show where and to what extent Ryle’s and Austin’s accounts of the use of the target terms are accurate as well as where they miss important aspects of ordinary use, and we demonstrate the usefulness of this new combination of methods. At the heart of our approach is a commitment to the idea that systematically looking at actual uses of expressions is an essential component of any approach to ordinary language philosophy. (shrink)

This is the second book by Baz that aims to show that a big chunk of contemporary philosophy is fundamentally misguided. His first book, When Words Are Called For: A Defense of Ordinary Language Philosophy (2012) adopted a therapeutic approach (in the Wittgensteinian style) to problems in contemporary epistemology, arguing that when properly thought through, the way philosophers talk about ‘knowing’ that something is the case ultimately does not make sense. Baz’s goal in his second book is less therapeutic and (...) more constructive: he aims to start a methodological revolution (in the Kuhnian sense)—to shake contemporary philosophers out of the unconscious habits of normal science and provoke them into making a radical change in the methods they use to do philosophy and the basic assumptions that motivate those methods. (shrink)

This paper takes up Adorno’s aesthetics as a dialectic between philosophy and art. In doing so, I argue that art provides a unique way of mediating between theory and practice, between concepts and experience, and between subjectivity and objectivity, because in art these relations are flexible and left open to interpretation, which allows a form of thinking that can point beyond itself. Adorno thus uses reflection on art as a corrective for philosophy and its tendency towards ideology.

James Hansen, the world’s leading climate scientist, argues that global climate destabilization could totally destroy the conditions for life on Earth, and further, that politicians are not taking effective action. Instead, they are using their power to cripple science. This situation is explained in this paper as the outcome of the successful alliance between a global class of predators and people who must be recognized as idiots taking over the institutions of government, research and education and transforming governments into (...) governments of occupation. The predators are either indifferent to the suffering they will cause, or have an agenda to use the effects of global warming to cull the world’s human population. In either case, their views are legitimated by social Darwinism. By revealing their true nature, this alliance has exposed a rift in the civilization of modernity, revealing the suppressed tradition and trajectory of the Radical Enlightenment. With its roots in the Renaissance, the Radical Enlightenment is opposed to reductionist materialism and committed to truth, liberty, justice and democracy. To revive the grand narrative of the Radical Enlightenment it will be necessary to reemplot this grand narrative as a project for creating an Ecological Civilization. This will be a civilization based on process metaphysics and a fusion of science and the humanities in human ecology. The goal projected by this narrative should be to save life on Earth from this alliance of predators and idiots. (shrink)

"Surrender; therefore, surrender or fight" is apparently an argument corresponding to an inference from an imperative to an imperative. Several philosophers, however (Williams 1963; Wedeking 1970; Harrison 1991; Hansen 2008), have denied that imperative inferences exist, arguing that (1) no such inferences occur in everyday life, (2) imperatives cannot be premises or conclusions of inferences because it makes no sense to say, for example, "since surrender" or "it follows that surrender or fight", and (3) distinct imperatives have conflicting permissive (...) presuppositions ("surrender or fight" permits you to fight without surrendering, but "surrender" does not), so issuing distinct imperatives amounts to changing one's mind and thus cannot be construed as making an inference. In response I argue inter alia that, on a reasonable understanding of 'inference', some everyday-life inferences do have imperatives as premises and conclusions, and that issuing imperatives with conflicting permissive presuppositions does not amount to changing one's mind. (shrink)

Although in some contexts the notions of an ordinary argument’s presumption, assumption, and presupposition appear to merge into the one concept of an implicit premise, there are important differences between these three notions. It is argued that assumption and presupposition, but not presumption, are basic logical notions. A presupposition of an argument is best understood as pertaining to a propositional element (a premise or the conclusion) e of the argument, such that the presupposition is a necessary condition for the truth (...) of e or for a term in e to have a referent. In contrast, an assumption of an argument pertains to the argument as a whole in that it is integral to the reasoning or inferential structure of the argument. A logical assumption of an argument is essentially a proposition that must be true in order for the argument aside from that proposition to be fully cogent. Nothing that is both comparable and distinguishing can be said about presumptions of arguments. Rather, presumptions of arguments are distinctively conventional; they are introduced through conventional rules (e.g., those that concern how to treat promises). So not all assumptions and not all presuppositions of arguments are presumptions of those arguments, although all presumptions of arguments are either assumptions or presuppositions of those arguments. This account avoids making the (monological) notion of presumption vacuous and dissolving the distinction between assumption and presumption, which is a vulnerability of alternative views such as Hansen’s and Bermejo-Luque’s, as is shown. (shrink)

This article aims to highlight the resounding issue regarding the pandemic caused by COVID-19 in the Philippines. In hindsight, it seems that contemporary Filipinos treat its spread as a new and first disease that our society has experienced. It only reflects the inexhaustible study of Filipino pathology. So there is a tendency for the Filipino government to tarnish or not take the future pandemic seriously because apart from the lack of knowledge about pandemics, it is possible that our society does (...) not know the challenges recognized and responses done to past diseases (which is even worse than COVID-19). So I utilized the neologisms that were popular these days of COVID-19 and no doubt had entered the body of modern Filipino vocabulary and corpora. It is ensured that through this comparison, the significance of previous diseases in the Philippines can be easily traced and understood. Although the motion of the argument is reversed; the present will be used to comprehend the past. With this move, it will be proven that the neologisms I have noticed are not that new. This study focuses on re-examining Hansen’s disease or leprosy that plagued the Philippines in the early 20th century. It has created great concern and fear among Filipinos. Nearly a hundred years later, COVID-19 emerged in the early 21st century. In addition to the comparative lens presented by this study, two diseases can be identified and compared in measuring the experiences of Filipinos. Although in different epochs and intensities, both diseases have given rise to extreme fear in Filipino society. (shrink)

Recent experimental work has shown that the truth-value judgments of color predications, i.e. utterances of the form “the leaves on my tree are green” or “these walls are brown,” are influenced by slight changes in the context of utterance (Hansen and Chemla 2013, Ziółkowski, 2021). Most explanations of this phenomenon focus on the semantics of color adjectives. However, it is not clear if these explanations do justice to the nuances of the empirical data on context-sensitivity of color predications (Ziółkowski, (...) 2021). In contrast to the adjectival explanations, Agustin Vicente (2015) has recently proposed that the context-sensitivity of color predications can be explained by invoking the polysemy of the noun. In this paper, we present the results of three studies designed to empirically test this hypothesis: a traditional survey experiment (Study 1), an exploratory correlational study inspired by the semantic integration paradigm (Study 2a), and a follow-up experiment (Study 2b) that was designed to mitigate possible shortcomings of Study 2a. The results of our studies present preliminary evidence against Vicente’s theory. (shrink)

Doing philosophy for/with children and exposing students to multiple perspectives, exemplified within the Austrian Centre of Philosophy with Children’s implementation project of the Philosophical Enquiry Advancing Cosmopolitan Engagement (PEACE) curriculum in schooling, may offer a valuable written, taught, and tested curriculum for democratic citizenry. This paper provides an analysis that seeks to present, describe, critique, and make recommendations on the PEACE curriculum. The paper asks the question: In what ways does the Philosophical Enquiry Advancing Cosmopolitan Engagement as a 21st century (...) curriculum address education for democratic citizenry? In this evaluation the ways in which issues of culture and identity, human rights and democracy are perceived and addressed, along with issues of critical thinking and reasoning in verbal and non-verbal language are attended. Concepts of collaboration, cooperation, teacher support and development are also critiqued. This critique is based on a ten-day Austrian Center of Philosophy with Children conference and training course on the PEACE curriculum, and consists of open-ended interviews, personal observations, and published reports on pre- and post-test results of the PEACE curriculum. Exploring the integration of the Austrian Center of Philosophy with Children PEACE curriculum and the Philosophy for/with Children methodology, this paper utilizes Hansen’s (1995) five principles for guiding curriculum development practice as a framework for analysis. It is hoped that findings and recommendations from this study may stir further exploration and contribute to the work of Philosophy for/with Children in democratic education for 21st century citizenry worldwide. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Affect Attunement in the Caregiver-Infant Relationship and Across SpeciesExpanding the Ethical Scope of ErosCynthia WillettCompelling glimpses into the ethical capacities of our animal kin reveal new possibilities for ethical relationships encompassing humans with other animal species. Consider the remarkable report of a female bonobo in a British zoo who assists a bird found in her cage by retrieving the fallen bird, and spreading its wings so that this fellow (...) creature might fly away to its freedom. Or the report of a cat in a nursing home who curls up around dying elderly patients, and remains steadily by their side as they, unbeknownst to the medical personnel, pass away.1 Or of a sacred moment of silence by a stream for baboons in East Africa.2 Or of the ethics that spontaneously emerges among wolves at play.3 On the basis of extensive studies, biologist Frans de Waal argues that such anecdotes are far from rare, and that some core elements of moral understanding and compassion occur among a significant range of nonhuman as well as the human animal species. Apes, monkeys, and perhaps all nonhuman animals fail to display a distinctly human capacity for abstract moral reasoning. As de Waal (2006) remarks, it is difficult to tell (173–75). But our furry and feathery kin do without a doubt demonstrate rich elements of ethical response, and they often enough extend their moral concern to creatures beyond their own species. Of course, they will also bite each other’s heads off or eat their own young as well. But this is just to say that animals are neither natural [End Page 111] innocents nor savage brutes. Like us, they belong to what post-Nietzschean philosophers might frame, somewhat ironically, as a postlapsarian world of good and evil.What kind of philosophical approach could account for these postlapsarian genealogies of ethics? Biologists, primatologists, and anthropologists are drawing upon investigations of prosocial behavior to remap the boundaries of ethics, as for example in Isabelle Stengers’s call for cosmopolitical ecologies of relationships (2010, 33). Such a cosmopolitics aims to encompass our kin and kind from diverse species within the ethical boundaries of common worlds. Donna Haraway discovers an opening for Stengers’s ecology of relationships in the intimate encounters among co-evolving species, especially those she calls companion species (2008, 83). She argues, following Derrida, that the abstract reasoning processes of Stoic and Kantian cosmopolitan ethics remain closed to the participation of nonhuman animals as anything more than dependents, failing to observe the ways in which they act as companions, if not moral subjects. But then, what normative force might bind together an ethically attuned biosocial sphere that we as humans co-inhabit with other animal species?To explore this question, this essay takes its cues from well-established research on the responsive, preverbal connection of the human infant and adult caregiver (Bateson 1979; Trevarthen 1984; Stern 1985, 2010; Gibbs 2001, 2010; Hansen 2004; Anderson 2006; Papoulias and Callard 2010; Willett 1995, 2001). To this research we can add new animal studies (Smuts 1999, 2001; Fudge 2002; de Waal 2006, 2009; Bekoff 2007; Molnar 2008; Haraway 2008). These animal studies provide a basis for extending an “ethics of eros” with roots in Luce Irigaray, Michel Foucault, Enrique Dussel, Africana feminism, Freudo-Marxist critical theory, and Plato (for discussions of this tradition, see Bergoffen 1997; Huffer 2009; Willett 2001)—but reconfigured in terms of social bonds across multiple animal species. In this tradition of ethics, the lack of a cognitive-based moral subjectivity that can translate into human terms does not consign nonhuman species to a mute moral status. On the contrary, some more primordial basis for relationship and meaning may weave thin but substantial threads of a postmoral ethics across regions of the biosphere.Given the diverse modes of subjectivity among animal species, and even the lack of what we call a moral subject altogether in many species, neither ordinary modes of empathy nor of moral understanding go very far in forging multispecies social bonds. For this reason, we turn to research on “the attunement of affects” in the infant-caregiver relationship (Stern 1985). As we shall see, this... (shrink)

Equality and identity. Bulletin of Symbolic Logic. 19 (2013) 255-6. (Coauthor: Anthony Ramnauth) Also see https://www.academia.edu/s/a6bf02aaab This article uses ‘equals’ [‘is equal to’] and ‘is’ [‘is identical to’, ‘is one and the same as’] as they are used in ordinary exact English. In a logically perfect language the oxymoron ‘the numbers 3 and 2+1 are the same number’ could not be said. Likewise, ‘the number 3 and the number 2+1 are one number’ is just as bad from a logical point (...) of view. In normal English these two sentences are idiomatically taken to express the true proposition that ‘the number 3 is the number 2+1’. Another idiomatic convention that interferes with clarity about equality and identity occurs in discussion of numbers: it is usual to write ‘3 equals 2+1’ when “3 is 2+1” is meant. When ‘3 equals 2+1’ is written there is a suggestion that 3 is not exactly the same number as 2+1 but that they merely have the same value. This becomes clear when we say that two of the sides of a triangle are equal if the two angles they subtend are equal or have the same measure. -/- Acknowledgements: Robert Barnes, Mark Brown, Jack Foran, Ivor Grattan-Guinness, Forest Hansen, David Hitchcock, Spaulding Hoffman, Calvin Jongsma, Justin Legault, Joaquin Miller, Tania Miller, and Wyman Park. -/- ► JOHN CORCORAN AND ANTHONY RAMNAUTH, Equality and identity. Philosophy, University at Buffalo, Buffalo, NY 14260-4150, USA E-mail: [email protected] The two halves of one line are equal but not identical [one and the same]. Otherwise the line would have only one half! Every line equals infinitely many other lines, but no line is [identical to] any other line—taking ‘identical’ strictly here and below. Knowing that two lines equaling a third are equal is useful; the condition “two lines equaling a third” often holds. In fact any two sides of an equilateral triangle is equal to the remaining side! But could knowing that two lines being [identical to] a third are identical be useful? The antecedent condition “two things identical to a third” never holds, nor does the consequent condition “two things being identical”. If two things were identical to a third, they would be the third and thus not be two things but only one. The plural predicate ‘are equal’ as in ‘All diameters of a given circle are equal’ is useful and natural. ‘Are identical’ as in ‘All centers of a given circle are identical’ is awkward or worse; it suggests that a circle has multiple centers. Substituting equals for equals [replacing one of two equals by the other] makes sense. Substituting identicals for identicals is empty—a thing is identical only to itself; substituting one thing for itself leaves that thing alone, does nothing. There are as many types of equality as magnitudes: angles, lines, planes, solids, times, etc. Each admits unit magnitudes. And each such equality analyzes as identity of magnitude: two lines are equal [in length] if the one’s length is identical to the other’s. Tarski [1] hardly mentioned equality-identity distinctions (pp. 54-63). His discussion begins: -/- Among the logical concepts […], the concept of IDENTITY or EQUALITY […] has the greatest importance. -/- Not until page 62 is there an equality-identity distinction. His only “notion of equality”, if such it is, is geometrical congruence—having the same size and shape—an equivalence relation not admitting any unit. Does anyone but Tarski ever say ‘this triangle is equal to that’ to mean that the first is congruent to that? What would motivate him to say such a thing? This lecture treats the history and philosophy of equality-identity distinctions. [1] ALFRED TARSKI, Introduction to Logic, Dover, New York, 1995. [This is expanded from the printed abstract.] . (shrink)

Though this volume is a bit dated, there are few recent popular books dealing specifically with the psychology of murder and it’s a quick overview available for a few dollars, so still well worth the effort. It makes no attempt to be comprehensive and is somewhat superficial in places, with the reader expected to fill in the blanks from his many other books and the vast literature on violence. For an update see e.g., Buss, The Handbook of Evolutionary Psychology 2nd (...) ed. V1 (2016) p 265, 266, 270–282, 388–389, 545–546, 547, 566 and Buss, Evolutionary Psychology 5th ed. (2015) p 26, 96–97,223, 293-4, 300, 309–312, 410 and Shackelford and Hansen, The Evolution of Violence (2014) He has been among the top evolutionary psychologists for several decades and covers a wide range of behavior in his works, but here he concentrates almost entirely on the psychological mechanisms that cause individual people to murder and their possible evolutionary function in the EEA (Environment of Evolutionary Adaptation—i.e., the plains of Africa during the last million years or so). -/- Buss starts by noting that as with other behaviors, ‘alternative’ explanations such as psychopathology, jealousy, social environment, group pressures, drugs and alcohol etc. do not really explain, since the question still remains as to why these produce homicidal impulses, i.e., they are the proximate causes and not the ultimate evolutionary (genetic) ones. As always, it inevitably boils down to inclusive fitness (kin selection), and so to the struggle for access to mates and resources, which is the ultimate explanation for all behavior in all organisms. Sociological data (and common sense) make it clear that younger poorer males are the most likely to kill. He presents his own and others homicide data from industrialized nations, and tribal cultures, conspecific killing in animals, archeology, FBI data and his own research into normal people's homicidal fantasies. Much archeological evidence continues to accumulate of murders, including that of whole groups, or of groups minus young females, in prehistoric times. -/- After surveying Buss’s comments, I present a very brief summary of intentional psychology (the logical structure of rationality), which is covered extensively in my many other articles and books. -/- Those with a lot of time who want a detailed history of homicidal violence from an evolutionary perspective may consult Steven Pinker’s ‘The Better Angels of Our Nature Why Violence Has Declined’(2012), and my review of it easily available on the net and in two of my recent ebooks. Briefly, Pinker notes that murder has decreased steadily and dramatically by a factor of about 30 since our days as foragers. So, even though guns now make it extremely easy for anyone to kill, homicide is much less common. Pinker thinks this is due to various social mechanisms that bring out our ‘better angels’, but I think it’s due mainly to the temporary abundance of resources from the merciless rape of our planet, coupled with increased police presence, with communication and surveillance and legal systems that make it far more likely to be punished. This becomes clear every time there is even a brief and local absence of the police. -/- Those wishing a comprehensive up to date framework for human behavior from the modern two systems of thought viewpoint may consult my e-book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Wittgenstein and Searle 367p (2016). Those interested in more of my writings on psychology may see Suicidal Utopian Delusions in the 21st Century--Philosophy, Human Nature and the Collapse of Civilization 392p (2017). For all my writings in their most recent versions, please consult my e-book Philosophy, Human Nature and the Collapse of Civilization - Articles and Reviews 2006-2017 3rd Ed. 686p (2017). -/- All of my papers and books have now been published in revised versions both in ebooks and in printed books. -/- Talking Monkeys: Philosophy, Psychology, Science, Religion and Politics on a Doomed Planet - Articles and Reviews 2006-2017 (2017) https://www.amazon.com/dp/B071HVC7YP. -/- The Logical Structure of Philosophy, Psychology, Mind and Language in Ludwig Wittgenstein and John Searle--Articles and Reviews 2006-2016 (2017) https://www.amazon.com/dp/B071P1RP1B. -/- Suicidal Utopian Delusions in the 21st century: Philosophy, Human Nature and the Collapse of Civilization - Articles and Reviews 2006-2017 (2017) https://www.amazon.com/dp/B0711R5LGX -/- . (shrink)

Recenze: W. J. T. MITCHELL - Mark B. N. HANSEN, Critical Terms for Media Studies. Chicago ­- London: University of Chicago Press 2010, 353 s.

Obwohl dieser Band ein wenig datiert ist, gibt es nur wenige aktuelle populäre Bücher, die sich speziell mit der Psychologie des Mordes beschäftigen und es ist ein schneller Überblick für ein paar Dollar, also noch wert die Mühe. Es macht keinen Versuch, umfassend zu sein und ist stellenweise etwas oberflächlich, wobei der Leser erwartet, die Lücken aus seinen vielen anderen Büchern und der umfangreichen Literatur über Gewalt zu füllen. Für ein Update siehe z.B. Buss, The Handbook of Evolutionary Psychology 2nd (...) ed. V1 (2016) S. 265, 266, 270–282, 388–389, 545–546, 547, 566 und Buss, Evolutionary Psychology 5th ed. (2015) P 26, 96–97,223, 293-4, 300, 309–312, 410 und Shackelford and Hansen, The Evolution of Violence (2014). Er gehört seit mehreren Jahrzehnten zu den beste Evolutions psychologen und deckt in seinen Arbeiten ein breites Spektrum an Verhaltensweisen ab, aber hier konzentriert er sich fast ausschließlich auf die psychologischen Mechanismen, die einzelne Menschen zum Mord führen, und ihre mögliche evolutionäre Funktion im EWR (Environment of Evolutionary Adaptation – d.h. die Ebenen Afrikas in den letzten Millionen Jahren oder so). -/- Buss beginnt mit der Erkenntnis, dass wie bei anderen Verhaltensweisen "alternative" Erklärungen wie Psychopathologie, Eifersucht, soziales Umfeld, Gruppendruck, Drogen und Alkohol usw. nicht wirklich erklären, da die Frage nach wie vor bleibt, warum diese mörderische Impulse erzeugen, d.h. sie sind die nahen Ursachen und nicht die ultimativen evolutionären (genetischen) Ursachen. Wie immer läuft es unweigerlich auf inklusive Fitness (genetische Fitness von Verwandten) und damit auf den Kampf um den Zugang zu Kumpels und Ressourcen hinaus, der die ultimative Erklärung für das gesamte Verhalten in allen Organismen ist. Soziologische Daten (und der gesunde Menschenverstand) machen deutlich, dass jüngere ärmere Männchen am ehesten töten. Er präsentiert seine eigenen und andere Morddaten aus Industrienationen und Stammeskulturen, konspeziertes Töten von Tieren, Archäologie, FBI-Daten und seine eigene Forschung über die Mordfantasien normaler Menschen. Viele archäologische Beweise häufen sich weiterhin von Morden, einschließlich der von ganzen Gruppen oder von Gruppen abzüglich junger Frauen, in prähistorischen Zeiten. -/- Nachdem ich Buss' Kommentare untersucht habe, präsentiere ich eine sehr kurze Zusammenfassung der absichtlichen Psychologie (die logische Struktur der Rationalität), die in meinen vielen anderen Artikeln und Büchern ausführlich behandelt wird. -/- Diejenigen, die viel Zeit haben, die eine detaillierte Geschichte mörderischer Gewalt aus evolutionärer Perspektive wollen, können Steven Pinkers "The Better Angels of Our Nature Why Violence Has Declined" (2012) und meineRezension, leicht im Netz und in zwei meiner jüngsten Bücher lesen. Kurz, Pinker stellt fest, dass Mord hat stetig und dramatisch um den Faktor etwa 30 seit unseren Tagen als Forager gesunken. Obwohl Waffen es jetzt für jeden extrem einfach machen, zu töten, ist Tötung viel seltener. Pinker glaubt, dass dies auf verschiedene soziale Mechanismen zurückzuführen ist, die unsere "besseren Engel" hervorbringen, aber ich denke, es ist hauptsächlich auf die vorübergehende Fülle von Ressourcen durch die gnadenlose Vergewaltigung unseres Planeten zurückzuführen, gepaart mit erhöhter Polizeipräsenz, mit Kommunikations- und Überwachungs- und Rechtssystemen, die es viel wahrscheinlicher machen, bestraft zu werden. Dies wird jedes Mal deutlich, wenn es sogar eine kurze und lokale Abwesenheit der Polizei gibt. -/- Wer aus der modernen zweisystems-Sichteinen umfassenden, aktuellen Rahmen für menschliches Verhalten wünscht, kann mein Buch "The Logical Structure of Philosophy, Psychology, Mindand Language in Ludwig Wittgenstein and John Searle' 2nd ed (2019) konsultieren. Diejenigen,die sich für mehr meiner Schriften interessieren, können 'Talking Monkeys--Philosophie, Psychologie, Wissenschaft, Religion und Politik auf einem verdammten Planeten --Artikel und Rezensionen 2006-2019 3rd ed (2019) und Suicidal Utopian Delusions in the 21st Century 5th ed (2019) und andere sehen. (shrink)

This paper sets out the felicity conditions for metalinguistic proposals, a type of directive illocutionary act. It discusses the relevance of metalinguistic proposals and other metalinguistic directives for understanding both small- and large-scale linguistic engineering projects, essentially contested concepts, metalinguistic provocations, and the methodology of ordinary language philosophy. Metalinguistic proposals are compared with other types of linguistic interventions, including metalinguistic negotiation, conceptual engineering, lexical warfare, and ameliorative projects.

When experimental participants are given the chance to reflect and revise their initial judgments in a dynamic conversational context, do their responses to philosophical scenarios differ from responses to those same scenarios presented in a traditional static survey? In three experiments comparing responses given in conversational contexts with responses to traditional static surveys, we find no consistent evidence that responses differ in these different formats. This aligns with recent findings that various manipulations of reflectiveness have no effect on participants’ judgments (...) about philosophical scenarios. Although we did not find a consistent quantitative effect of format (conversation vs. static survey), conversational experiments still provide qualitative insights into debates about how participants are understanding (or misunderstanding) the scenarios they read in experimental studies, whether they are replacing difficult questions with questions that are more easily answered, and how participants are imagining the scenarios they read in ways that differ from what is explicitly stated by experimenters. We argue that conversational experiments—"Socratic questionnaires"—help show what is going on “under the hood” of traditional survey designs in the experimental investigation of philosophical questions. (shrink)

Are color adjectives ("red", "green", etc.) relative adjectives or absolute adjectives? Existing theories of the meaning of color adjectives attempt to answer that question using informal ("armchair") judgments. The informal judgments of theorists conflict: it has been proposed that color adjectives are absolute with standards anchored at the minimum degree on the scale, that they are absolute but have near-midpoint standards, and that they are relative. In this paper we report two experiments, one based on entailment patterns and one based (...) on presupposition accommodation, that investigate the meaning of scalar adjectives. We find evidence confirming the existence of subgroups of the population who operate with different standards for color adjectives. The evidence of interpersonal variation in where standards are located on the relevant scale and how those standards can be adjusted indicates that the existing theories of the meaning of color adjectives are at best only partially correct. We also find evidence that paradigmatic relative adjectives ("tall", "wide") behave in ways that are not predicted by the standard theory of scalar adjectives. We discuss several different possible explanations for this unexpected behavior. We conclude by discussing the relevance of our findings for philosophical debates about the nature and extent of semantically encoded context sensitivity in which color adjectives have played a key role. (shrink)

This paper excavates a debate concerning the claims of ordinary language philosophers that took place during the middle of the last century. The debate centers on the status of statements about ‘what we say’. On one side of the debate, critics of ordinary language philosophy argued that statements about ‘what we say’ should be evaluated as empirical observations about how people do in fact speak, on a par with claims made in the language sciences. By that standard, ordinary language philosophers (...) were not entitled to the claims that they made about what we would say about various topics. On the other side of the debate, defenders of the methods of ordinary language philosophy sought to explain how philosophers can be entitled to statements about what we would say without engaging in extensive observations of how people do in fact use language. In this paper, I defend the idea that entitlement to claims about what we say can be had in a way that doesn’t require empirical observation, and I argue that ordinary language philosophers are engaged in a different project than linguists or empirically minded philosophers of language, which is subject to different conditions of success. (shrink)

I describe a new, comparative, version of the argument from interpersonal variation to subjectivism about color. The comparative version undermines a recent objectivist response to standard versions of that argument (Gómez-Torrente 2014).

The scope of Platonism is extended by introducing the concept of a “Platonic computer” which is incorporated in metacomputics. The theoretical framework of metacomputics postulates that a Platonic computer exists in the realm of Forms and is made by, of, with, and from metaconsciousness. Metaconsciousness is defined as the “power to conceive, to perceive, and to be self-aware” and is the formless, con-tentless infinite potentiality. Metacomputics models how metaconsciousness generates the perceived actualities including abstract entities and physical and nonphysical realities. (...) It is postulated that this is achieved via digital computation using the Platonic computer. The introduction of a Platonic computer into the realm of Forms thus bridges the “inverse explanatory gap” and therefore solves the “inverse hard problem of consciousness” in the philosophy of mind. (shrink)

Experimental philosophy of language uses experimental methods developed in the cognitive sciences to investigate topics of interest to philosophers of language. This article describes the methodological background for the development of experimental approaches to topics in philosophy of language, distinguishes negative and positive projects in experimental philosophy of language, and evaluates experimental work on the reference of proper names and natural kind terms. The reliability of expert judgments vs. the judgments of ordinary speakers, the role that ambiguity plays in influencing (...) responses to experiments, and the reliability of metalinguistic judgments are also assessed. (shrink)

Critics across the political spectrum have worried that ordinary uses of words like 'racist', 'sexist', and 'homophobic' are becoming conceptually inflated, meaning that these expressions are getting used so widely that they lose their nuance and, thereby, their moral force. However, the charge of conceptual inflation, as well as responses to it, are standardly made without any systematic investigation of how 'racist' and other expressions condemning oppression are actually used in ordinary language. Once we examine large linguistic corpora to see (...) how these expressions are actually used, we find that English speakers have a rich linguistic repertoire for qualifying the degree to which and dimensions along which something is racist, sexist, homophobic, and so on. These facts about ordinary usage undermine the charge of conceptual inflation. Without awareness of facts about ordinary usage, theorists risk making linguistic prescriptions that are unnecessary or counterproductive. (shrink)

This paper presents the design and development of intelligent tutoring system for teaching Oracle. The Oracle Intelligent Tutoring System (OITS) examined the power of a new methodology to supporting students in Oracle programming. The system presents the topic of Introduction to Oracle with automatically generated problems for the students to solve. The system is dynamically adapted at run time to the student’s individual progress. An initial evaluation study was done to investigate the effect of using the intelligent tutoring system on (...) the performance of students. (shrink)

There is conflicting experimental evidence about whether the “stakes” or importance of being wrong affect judgments about whether a subject knows a proposition. To date, judgments about stakes effects on knowledge have been investigated using binary paradigms: responses to “low” stakes cases are compared with responses to “high stakes” cases. However, stakes or importance are not binary properties—they are scalar: whether a situation is “high” or “low” stakes is a matter of degree. So far, no experimental work has investigated the (...) scalar nature of stakes effects on knowledge: do stakes effects increase as the stakes get higher? Do stakes effects only appear once a certain threshold of stakes has been crossed? Does the effect plateau at a certain point? To address these questions, we conducted experiments that probe for the scalarity of stakes effects using several experimental approaches. We found evidence of scalar stakes effects using an “evidence seeking” experimental design, but no evidence of scalar effects using a traditional “evidence-fixed” experimental design. In addition, using the evidence-seeking design, we uncovered a large, but previously unnoticed framing effect on whether participants are skeptical about whether someone can know something, no matter how much evidence they have. The rate of skeptical responses and the rate at which participants were willing to attribute “lazy knowledge”—that someone can know something without having to check—were themselves subject to a stakes effect: participants were more skeptical when the stakes were higher, and more prone to attribute lazy knowledge when the stakes were lower. We argue that the novel skeptical stakes effect provides resources to respond to criticisms of the evidence-seeking approach that argue that it does not target knowledge. (shrink)

Both patients and clinicians frequently report problems around communicating and assessing pain. Patients express dissatisfaction with their doctors and doctors often find exchanges with chronic pain patients difficult and frustrating. This chapter thus asks how we could improve pain communication and thereby enhance outcomes for chronic pain patients. We argue that improving matters will require a better appreciation of the complex meaning of pain terms and of the variability and flexibility in how individuals think about pain. We start by examining (...) the various accounts of the meaning of pain terms that have been suggested within philosophy and suggest that, while each of the accounts captures something important about our use of pain terms, none is completely satisfactory. We propose that pain terms should be viewed as communicating complex meanings, which may change across different communicative contexts, and this in turn suggests that we should view our ordinary thought about pain as similarly complex. We then sketch what a view taking seriously this variability in meaning and thought might look like, which we call the “polyeidic” view. According to this view, individuals tacitly occupy divergent stances across a range of different dimensions of pain, with one agent, for instance, thinking of pain in a much more “bodycentric” kind of way, while another thinks of pain in a much more "mindcentric” way. The polyeidic view attempts to expand the multidimensionality recognised in, e.g., biopsychosocial models in two directions: first, it holds that the standard triumvirate— dividing sensory/cognitive/affective factors— needs to be enriched in order to capture important distinctions within the social and psychological dimensions. Second, the polyeidic view attempts to explain (at least in part) why modulation of experience by these social and psychological factors is possible in the first place. It does so by arguing that because the folk concept of pain is complex, different weightings of the different parts of the concept can modulate pain experience in a variety of ways. Finally, we argue that adopting a polyeidic approach to the meaning of pain would have a range of measurable clinical outcomes. (shrink)

© The Author 2016. Published by Oxford University Press on behalf of The Scots Philosophical Association and the University of St Andrews. All rights reserved. For permissions, please e-mail: [email protected] Nanay provides an original and interesting discussion of the connections between aesthetics and the philosophy of perception. According to Nanay, many topics within aesthetics are about experiences of various kinds. Aesthetics is not philosophy of perception, but there are important questions within aesthetics that we can address in an interesting way (...) by using the conceptual apparatus of the philosophy of perception.The main theme of this book is the role of attention in those perceptual experiences that are relevant for aesthetics. Nanay claims that in some paradigmatic examples of aesthetic experiences our attention is exercised in the way of being distributed across properties. He argues that various versions of distributed attention can explain our experiences of aesthetic... (shrink)

Some philosophical theories of the nature of color aim to respect a "common sense" conception of color: aligning with the common sense conception is supposed to speak in favor of a theory and conflicting with it is supposed to speak against a theory. In this paper, we argue that the idea of a "common sense" conception of color that philosophers of color have relied upon is overly simplistic. By drawing on experimental and historical evidence, we show how conceptions of color (...) vary along several dimensions and how even supposedly "core" components of the contemporary "common sense" conception of color are less stable than they have been thought to be. (shrink)

Abstract: The COVID-19 pandemic has posed unprecedented challenges to global healthcare systems, necessitating accurate and timely forecasting of cases for effective mitigation strategies. In this research paper, we present a novel approach to predict COVID-19 cases using Artificial Neural Networks (ANNs), harnessing the power of machine learning for epidemiological forecasting. Our ANNs-based forecasting model has demonstrated remarkable efficacy, achieving an impressive accuracy rate of 97.87%. This achievement underscores the potential of ANNs in providing precise and data-driven insights into the dynamics (...) of the pandemic. However, this paper underscores the critical importance of a comprehensive evaluation beyond accuracy, including metrics such as sensitivity, specificity, and the area under the ROC curve (AUC-ROC), to assess the model's performance robustness. The research paper offers detailed insights into the architecture of the ANN model, encompassing critical hyperparameters, data preprocessing techniques, and regularization strategies employed to optimize model accuracy. Ethical considerations surrounding data privacy and potential biases within the COVID-19 dataset are also addressed. While the achieved accuracy is a significant milestone, this study underscores the dynamic and evolving nature of the pandemic, necessitating continuous model refinement and validation. Furthermore, it emphasizes the importance of considering false positives and false negatives in the context of public health decision-making. In conclusion, this research contributes to the arsenal of tools available for pandemic management by showcasing the potential of ANNs in COVID-19 case forecasting. It encourages ongoing exploration and adaptation of predictive models to enhance their applicability in real-world public health scenarios, ultimately contributing to more effective pandemic control and response efforts. (shrink)

We describe a strategy for integration of data that is based on the idea of semantic enhancement. The strategy promises a number of benefits: it can be applied incrementally; it creates minimal barriers to the incorporation of new data into the semantically enhanced system; it preserves the existing data (including any existing data-semantics) in their original form (thus all provenance information is retained, and no heavy preprocessing is required); and it embraces the full spectrum of data sources, types, models, and (...) modalities (including text, images, audio, and signals). The result of applying this strategy to a given body of data is an evolving Dataspace that allows the application of a variety of integration and analytic processes to diverse data contents. We conceive semantic enhancement (SE) as a lightweight and flexible process that leverages the richness of the structured contents of the Dataspace without adding storage and processing burdens to what, in the intelligence domain, will be an already storage- and processing-heavy starting point. SE works not by changing the data to which it is applied, but rather by adding an extra semantic layer to this data. We sketch how the semantic enhancement approach can be applied consistently and in cumulative fashion to new data and data-models that enter the Dataspace. (shrink)