Concept representation is still an open problem in the field of ontology engineering and, more generally, of knowledge representation. In particular, the issue of representing “non classical” concepts, i.e. concepts that cannot be defined in terms of necessary and sufficient conditions, remains unresolved. In this paper we review empirical evidence from cognitive psychology, according to which concept representation is not a unitary phenomenon. On this basis, we sketch some proposals for concept representation, taking into account suggestions from psychological research. In (...) particular, it seems that human beings employ both prototype-based and exemplar-based representations in order to represent non classical concepts. We suggest that a similar, hybrid prototype-exemplar based approach could also prove useful in the field of knowledge representation technology. Finally, we propose conceptual spaces as a suitable framework for developing some aspects of this proposal. (shrink)

Deductive inference is usually regarded as being “tautological” or “analytical”: the information conveyed by the conclusion is contained in the information conveyed by the premises. This idea, however, clashes with the undecidability of first-order logic and with the (likely) intractability of Boolean logic. In this article, we address the problem both from the semantic and the proof-theoretical point of view. We propose a hierarchy of propositional logics that are all tractable (i.e. decidable in polynomial time), although by means of growing (...) computational resources, and converge towards classical propositional logic. The underlying claim is that this hierarchy can be used to represent increasing levels of “depth” or “informativeness” of Boolean reasoning. Special attention is paid to the most basic logic in this hierarchy, the pure “intelim logic”, which satisfies all the requirements of a natural deduction system (allowing both introduction and elimination rules for each logical operator) while admitting of a feasible (quadratic) decision procedure. We argue that this logic is “analytic” in a particularly strict sense, in that it rules out any use of “virtual information”, which is chiefly responsible for the combinatorial explosion of standard classical systems. As a result, analyticity and tractability are reconciled and growing degrees of computational complexity are associated with the depth at which the use of virtual information is allowed. (shrink)

Nel campo delle scienze cognitive molti oggi condividono l’ipotesi che siano necessari differenti tipi di rappresentazioni per modellare i sistemi cognitivi sia naturali, sia artificiali. Si considerino le rappresentazioni basate su reti neurali, i formalismi simbolici e rappresentazioni analogiche quali rappresentazioni diagrammatiche o modelli mentali. Tutti questi metodi hanno successo nello spiegare e modellare alcune classi di fenomeni cognitivi, ma nessuno è in grado di rendere conto di tutti gli aspetti della cognizione. A partire da queste considerazioni, riteniamo che sistemi (...) intelligenti e architetture cognitive possano trarre vantaggio dalla combinazione di sistemi di rappresentazione diversi. Si pone allora il problema di fare interagire rappresentazioni di natura differente in maniera cognitivamente e teoricamente fondata. La nostra ipotesi è che gli spazi concettuali possano offrire una sorta di lingua comune, che consentirebbe di integrare e generalizzare molti aspetti delle impostazioni sopra menzionate, superando i limiti delle varie proposte intese singolarmente. (shrink)

La logica modale è nata per studiare i ragionamenti su ciò che è possibile e ciò che è necessario. Negli ultimi decenni, a partire dal lavoro di logici e filosofi quali Rudolf Carnap, Saul Kripke e David Lewis, la sua applicazione è stata progressivamente estesa ad altri ambiti, quali il ragionamento sul tempo, sulla conoscenza e sui sistemi di norme. Queste ricerche hanno condotto a un complesso e intrigante dialogo con alcune fondamentali branche della filosofia: la metafisica, l’epistemologia, la filosofia (...) del linguaggio. Lo scopo del volume è offrire una panoramica di questo dialogo al contempo accessibile e rigorosa, pensata sia per gli studenti di un corso universitario, sia per il lettore non specialista. Se da un lato tutte le necessarie nozioni tecniche sono rese accessibili ai non addetti ai lavori, dall'altro si restituisce un'immagine fedele delle sfide concettuali che la ricerca in questi settori è oggi chiamata ad affrontare. (shrink)

In the present paper, we shall discuss the notion of prototype and show its benefits. First, we shall argue that the prototypes of common-sense concepts are necessary for making prompt and reliable categorisations and inferences. However, the features constituting the prototype of a particular concept are neither necessary nor sufficient conditions for determining category membership; in this sense, the prototype might lead to conclusions regarded as wrong from a theoretical perspective. That being said, the prototype remains essential to handling most (...) ordinary situations and helps us to perform important cognitive tasks. To exemplify this point, we shall focus on disease concepts. Our analysis concludes that the prototypical conception of disease is needed to make important inferences from a practical and clinical point of view. Moreover, it can still be compatible with a classical definition of disease, given in terms of necessary and sufficient conditions. In the first section, we shall compare the notion of stereotype, as it has been introduced in philosophy of language by Hilary Putnam, with the notion of prototype, as it has been developed in the cognitive sciences. In the second section, we shall discuss the general role of prototypical information in cognition and stress its centrality. In the third section, we shall apply our previous discussion to the specific case of medical concepts, before briefly summarising our conclusions in section four. (shrink)

As it emerged from philosophical analyses and cognitive research, most concepts exhibit typicality effects, and resist to the efforts of defining them in terms of necessary and sufficient conditions. This holds also in the case of many medical concepts. This is a problem for the design of computer science ontologies, since knowledge representation formalisms commonly adopted in this field do not allow for the representation of concepts in terms of typical traits. However, the need of representing concepts in terms of (...) typical traits concerns almost every domain of real world knowledge, including medical domains. In particular, in this article we take into account the domain of mental disorders, starting from the DSM-5 descriptions of some specific mental disorders. On this respect, we favor a hybrid approach to the representation of psychiatric concepts, in which ontology oriented formalisms are combined to a geometric representation of knowledge based on conceptual spaces. (shrink)

In recent years, a trend in AI research has started to pursue human-level, general artificial intelli-gence (AGI). Although the AGI framework is characterised by different viewpoints on what intelligence is and how to implement it in artificial systems, it conceptualises intelligence as flexible, general-purposed, and capable of self-adapting to different contexts and tasks. Two important ques-tions remain open: a) should AGI projects simu-late the biological, neural, and cognitive mecha-nisms realising the human intelligent behaviour? and b) what is the relationship, if (...) any, between the concept of general intelligence adopted by AGI and that adopted by psychometricians, i.e., the g factor? In this paper, we address these ques-tions and invite researchers in AI to open a dis-cussion on the theoretical conceptions and practi-cal purposes of the AGI approach. (shrink)

This paper examines the idea of education of the citizen derived from the texts of Rousseau, with particular attention to the role assigned to patriotism and civil religion. With respect to patriotic education, I critically question Rousseau's thesis about the incompatibility between love of one’s country and a sense of humanity, contrasting them with the idea of constitutional patriotism, founded on loyalty to universal values. I conclude with an examination of the idea that a civil religion constitutes an essential contribution (...) to the citizen’s education. I believe that the public ethics of political liberalism are better suited to the idea of civic education for democracy. (shrink)

The paper argues for the plausibility of the thesis that there are no genuine moral dilemmas. In particular, I examine Bernard Williams’ objection that agentregret in a situation of conflict among contradictory moral obligations would prove the existence of such dilemmas. Contrary to Williams’claim, agentregret in these situations is not sufficient to establish the existence of such moral dilemmas. Williams’ argument cannot undermine the logical consistency of moral theories, nor their capacity to solve moral conflicts. I also consider Monika Betzler’s (...) proposal that agentregret can be considered ‘rational in a looser sense’ without implying an inconsistency in moral theory. In order to discuss the plausibility of this proposal, I focus on the interpretation of agentregret as an emotional response which also restores offended moral integrity. I claim, in conclusion, that it is reasonable to assume this proposal, insofar as moral theory can determine some criteria of judgement which allow a distinction between authentic and false modalities of integration. (shrink)

Recently the educational task of the public school has been repeatedly challenged. Citizenship has not been spared from criticism and its legitimacy has been questioned. The article discusses the issue of the legitimacy of citizenship education in public schools, specifying the meaning of neutrality of which it proposes a narrow interpretation. On this basis the article examines four philosophical models of citizenship education (communitarianism, civic humanism, liberalism, republicanism). The analysis suggests that the republican model of citizenship education is the most (...) appropriate; it needs however a liberal adaptation. The proposed solution of a liberal republicanism is illustrated with a critical examination of the duty of civility. (shrink)

Since the early eighties, computationalism in the study of the mind has been “under attack” by several critics of the so-called “classic” or “symbolic” approaches in AI and cognitive science. Computationalism was generically identified with such approaches. For example, it was identified with both Allen Newell and Herbert Simon’s Physical Symbol System Hypothesis and Jerry Fodor’s theory of Language of Thought, usually without taking into account the fact ,that such approaches are very different as to their methods and aims. Zenon (...) Pylyshyn, in his influential book Computation and Cognition, claimed that both Newell and Fodor deeply influenced his ideas on cognition as computation. This probably added to the confusion, as many people still consider Pylyshyn’s book as paradigmatic of the computational approach in the study of the mind. Since then, cognitive scientists, AI researchers and also philosophers of the mind have been asked to take sides on different “paradigms” that have from time to time been proposed as opponents of (classic or symbolic) computationalism. Examples of such oppositions are: -/- computationalism vs. connectionism, computationalism vs. dynamical systems, computationalism vs. situated and embodied cognition, computationalism vs. behavioural and evolutionary robotics. -/- Our preliminary claim in section 1 is that computationalism should not be identified with what we would call the “paradigm (based on the metaphor) of the computer” (in the following, PoC). PoC is the (rather vague) statement that the mind functions “as a digital computer”. Actually, PoC is a restrictive version of computationalism, and nobody ever seriously upheld it, except in some rough versions of the computational approach and in some popular discussions about it. Usually, PoC is used as a straw man in many arguments against computationalism. In section 1 we look in some detail at PoC’s claims and argue that computationalism cannot be identified with PoC. In section 2 we point out that certain anticomputationalist arguments are based on this misleading identification. In section 3 we suggest that the view of the levels of explanation proposed by David Marr could clarify certain points of the debate on computationalism. In section 4 we touch on a controversial issue, namely the possibility of developing a notion of analog computation, similar to the notion of digital computation. A short conclusion follows in section 5. (shrink)

A review of Carsten Herrmann-Pillath, Foundations of Economic Evolution. A Treatise on the Natural Philosophy of Economics. I argue that the author's ultra-naturalist stance in epistemology lacks consistent justification.

Many philosophers have pointed out that statistical evidence, or at least some forms of it, lack desirable epistemic or non-epistemic properties, and that this should make us wary of litigations in which the case against the defendant rests in whole or in part on statistical evidence. Others have responded that such broad reservations about statistical evidence are overly restrictive since appellate courts have expressed nuanced views about statistical evidence. In an effort to clarify and reconcile, I put forward an interpretive (...) analysis of why statistical evidence should raise concerns in some cases but not others. I argue that when there is a mismatch between the specificity of the evidence and the expected specificity of the accusation, statistical evidence—as any other kind of evidence—should be considered insufficient to sustain a conviction. I rely on different stylized court cases to illustrate the explanatory power of this analysis. (shrink)

According to the principle of epistemic closure, knowledge is closed under known implication. The principle is intuitive but it is problematic in some cases. Suppose you know you have hands and you know that ‘I have hands’ implies ‘I am not a brain-in-a-vat’. Does it follow that you know you are not a brain-in-a-vat? It seems not; it should not be so easy to refute skepticism. In this and similar cases, we are confronted with a puzzle: epistemic closure is an (...) intuitive principle, but at times, it does not seem that we know by implication. In response to this puzzle, the literature has been mostly polarized between those who are willing to do away with epistemic closure and those who think we cannot live without it. But there is a third way. Here I formulate a restricted version of the principle of epistemic closure. In the standard version, the principle can range over any proposition; in the restricted version, it can only range over those propositions that are within the limits of a given epistemic inquiry and that do not constitute the underlying assumptions of the inquiry. If we adopt the restricted version, I argue, we can preserve the advantages associated with closure, while at the same time avoiding the puzzle I’ve described. My discussion also yields an insight into the nature of knowledge. I argue that knowledge is best understood as a topic-restricted notion, and that such a conception is a natural one given our limited cognitive resources. (shrink)

As it emerged from philosophical analyses and cognitive research, most concepts exhibit typicality effects, and resist to the efforts of defining them in terms of necessary and sufficient conditions. This holds also in the case of many medical concepts. This is a problem for the design of computer science ontologies, since knowledge representation formalisms commonly adopted in this field (such as, in the first place, the Web Ontology Language - OWL) do not allow for the representation of concepts in terms (...) of typical traits. The need of representing concepts in terms of typical traits concerns almost every domain of real world knowledge, including medical domains. In particular, in this article we take into account the domain of mental disorders, starting from the DSM-5 descriptions of some specific disorders. We favour a hybrid approach to concept representation, in which ontology oriented formalisms are combined to a geometric representation of knowledge based on conceptual space. As a preliminary step to apply our proposal to mental disorder concepts, we started to develop an OWL ontology of the schizophrenia spectrum, which is as close as possible to the DSM-5 descriptions. (shrink)

Come è emerso dall’analisi filosofica e dalla ricerca nelle scienze cogni- tive, la maggior parte dei concetti, tra cui molti concetti medici, esibisce degli “effetti prototipici” e non riesce ad essere definita nei termini di condizioni necessarie e sufficienti. Questo aspetto rappresenta un problema per la pro- gettazione di ontologie in informatica, poiché i formalismi adottati per la rap- presentazione della conoscenza (a partire da OWL – Web Ontology Langua- ge) non sono in grado di rendere conto dei concetti nei (...) termini dei loro tratti prototipici. Nel presente articolo ci concentriamo sulla classe dei disordini mentali facendo riferimento alle descrizioni che ne vengono date nel DSM-5. L’idea è quella di proporre un approccio ibrido, in cui i formalismi delle ontologie sono combinati a una rappresentazione geometrica della conoscenza basata sugli spazi concettuali. (shrink)

This is one more edition of Voltaire's "Candide", meant to highlight the wealth of philosophical and theological discussions hidden behind the apparently innocent veil of the most renowned fable of modernity. The rather extended apparatus accordingly consists of a series of short chapters by Filippo Bruni on the Enlightenment and Metaphysics, and in more detail, on theology, Free choice, the problem of evil, and happiness in an imperfect world and another by Sergio Cremaschi on the Enlightenment and morality, and in (...) more detail on moral universalism, religion without metaphysics, toleration, and pacifism. -/- Table of contents I. Before the text A trick for priests A scandalous book Garden with view -/- II. Text Candide or optimism -/- III. Context Biography 1. The seven years war 2. Calvinists and Socinians 3. Jiansenists and Gesuits 4. Marranos and inquisitors 5. Conquistadores and slave-traders 6. Paraguay under the Jesuits -/- IV. Co-text 1. Enlightenment and Metaphysics 1.1. Theology 1.2. Free choice 1.3. The problem of evil 1.4. Being happy in an imperfect world -/- 2. Enlightenment and morality 2.1. Universal morality 2.2. Religion without Metaphysics 2.3. Toleration 2.4. Pacifism -/- 3. Enlightenment and the images of other places 3.1. The image of Eldorado 3.2. The image of Paraguay 3.3 The image of the Islamic world 3.4. The image of the Jew -/- 4. The conte philosophique -/- Bibliography Lexicon Index of names and concepts -/- V. Reader’s guide. (shrink)

Embodiment matters to perception and action. Beyond the triviality that, under normal circumstances, we need a body in order to perceive the world and act in it, our particular embodiment, right here, right now, both enables and constrains our perception of possibilities for action. In this chapter, we provide empirical support for the idea that the structural and morphological features of the body can narrow the set of our possible interactions with the environment by shaping the way we perceive the (...) possibilities for action provided. We argue that this narrowing holds true in the perception of what we call strongly embodied affordances, that is, relevant micro-affordances that have a genuinely demanding characteristic, as well as in the perception of actions performed by others. In particular, we show that perceptual contents are shaped by fine-grained morphological features of the body, such as specific hand-shapes, and that they change according to our possibility to act upon them with this body, in this situation, at this moment. We argue that these considerations provide insight into distinguishing a variety of experienced affordance relations that can aid us in better understanding the relevance of embodiment for perception and experience. (shrink)

The paper focuses on the kind of expertise required by doctors in health communication and argues that such an expertise is twofold: both epistemological and communicative competences are necessary to achieve compliance with the patient. Firstly, we introduce the specific epistemic competences that deal with diagnosis and its problems. Secondly, we focus on the communicative competences and argue that an inappropriate strategy in communicating the reasons of diagnosis and therapy can make patient compliance unworkable. Finally, we focus on the case (...) of diabetes metaphor and propose the deliberate use of metaphors in health communication as an educational tool. On the one hand, metaphors might help doctors in explaining the disease in simpler terms and framing the experience of illness according to patient’s specific needs. On the other hand, metaphors might encourage a change in patient’s beliefs on their own experience of illness, and enable them to reach a shared decision making with doctors. (shrink)

A discussion of the life and work of David Ricardo's forgotten sister, Sarah, the author of a social novel for boys on poverty, work, self-reliance, emigration and the coexistence between different ethnic groups as well as essays on educational subjects.

A discussion of the historical development of the relationship between moral philosophy and political economy and economics qua disciplines, followed by a treatment of questions of justice in the contemporary discussion and then by an overview of the subdiscipline of busness ethics.

I argue that the difference between the 17th century new moral science and Scholastic Natural Law Theory derived primarily from the skeptical challenge the former had to face. Pufendorf's project of a 'scientia practica universalis' was the paramount expression of an anti-skeptical moral science, a «science» both explanatory and normative, but also anti-dogmatic in so far as it tried to base its laws on those basic phenomena of human life that supposedly were outside the scope of skeptical doubt. Of the (...) Scholastic legacy to the new moral science, a dichotomy between an «intellettualistic» and a «voluntaristic» view of natural law (or between lex immanens and lex imposita). Voluntarism lays at the root both of theological views such as those of Calvinism and of political views such as those of Hobbes and Locke. A need to counterbalance undesirable implications of estreme voluntarism may account for much of 17th and 18th centuries developments in ethics and politics. Scottish natural jurisprudence, an expression of such quest for a third way between scepticism and extreme voluntarism, is less secular and more empirical than received wisdom admits of. One of its side-effects, namely a systematic, self-contained, and empirical economic theory, results from the search for a normative theory of social life on an empirical basis. The main tool for building such a theory, namely a view of societal laws as embedded in trans-individual mechanisms, derives from the voluntarist view of natural law as «imposed» law. Subsequent discussions of social issues based on the opposition of economic and ethical reasons originated partly from gross misreading of the Scottish natural jurisprudential framework for economic theory. (shrink)

A short reconstruction of the notion of passion in ancient ethics, its transformation in modern moral and political philosophy and its demise after the end of the eighteenth-century.

A short reconstruction of the central doctrines in the Biblical, Talmudic and Christian moral tradition.

1. The most original discovery in Beauvoir’s book is one more Columbus’s egg, namely that it is far from evident that a woman is a woman. That is, she discovers that a woman is the result of a process that made so that she is like she is. The paper discusses two aspects of the so-to-say ‘ideology’ inspiring the work. The first is its ideology in the proper, Marxian sense. My claim is that the work still pays a heavy price (...) to the dominating ideology. It leaves still too much unquestionedof what was assumed at the time to be obvious, necessary, and unchanging. This ballast depends firstly on the inherited prevailing climate of opinion, corresponding to a situation of alienation, producing two distorted views of the male and female gender. On the other hand, it depends on an unquestioned legacy from the modern episteme (in Foucault’s sense of the word) carrying presupposed Cartesian dualism. The other side of the work’s ideology, that is, the positive program presented or better the utopia it formulates is less innovative than it could be, In a few passages, where she seems to make use of suggestions from Merleau-Ponty, she points at a view where the bodily and emotional dimension is rescued from its negation in the male-dominated Capitalist society. Still, these suggestions are forgotten in the bulk of the work. -/- 2. The making of a philosophical work does not depend just on the kind of philosophical influences behind it. A book is also the product of an author with a story living in one society at a given time of social history. In this case, the book was written in the afterwar time when women were pushed back home again from the wartime labor market and when several of the goals reached by the first phase of feminist movements had gone lost in several European countries under Fascist or semi-fascist regimes and were being eroded in America by the reactionary climate of McCarthyism. It was a book written by an intellectual young woman in almost total isolation. These circumstances account for some more naïve suggestions from work: for ex., the idea that the alternative to the strategy once adopted by nineteenth-century emancipationist movements should be an individual inner process of transformation confined within the boundaries of one woman’s consciousness, or also, the idea that the goal of women’s liberation should be to bring all women to a condition similar of Simone de Beauvoir herself who, as an educated woman, earning her life by her work, and living in an allegedly equal state with an enlightened man (Jean-Paul Sartre!) in a relationship free from constraints (an unmarried couple!), was already exemplifying what a liberated woman’s life would be. -/- 3. The reconstruction of the idea of femininity is still the most fruitful part of the work. It rejects the notion of femininity as an essence depending on biology or other factors and explores the making of this image as a result of a condition made of the social and economic state of affairs but as revived and actively mirrored through and by the consciousness of the very subjects suffering an oppressive situation. And the main novelty is the ‘discovery’ of asymmetry between the self-image of the male and the (self)-image of the woman, an asymmetry depending on the fact that the woman sees herself through the other’s eyes. -/- 4. Later feminist writers such as Shulamit Firestone remarked that 'The Second Sex' heavily depended on several key-ideas from Sartre existential ontology. One crucial aspect is accepting the mind-body dualistic framework without any suspicion that such dualism could have been itself a projection of the basic experience of the male-female duality. I suggest that the philosophical legacy inherited from Sartre is on occasion an asset for Beauvoir’s innovative existential analysis of the feminine ‘condition,’ but on several occasions, it creates unnecessary obstacles for her project of a new comprehension of the feminine ‘situation,’ aimed at rescuing women from an 'inauthentic' self-definition. -/- 5. The first among these poisoned gifts is Sartre’s idea of the individual as pure freedom and project. Merleau-Ponty’s criticism is well-known: Sartre draws a picture of the world as containing no more than ‘human beings and things,’ thus denying any substance to social relations, institutions, and culture. -/- 6. The second is Sartre’s reconstruction of dialectics, understood as dialectics without synthesis. This is an enlightening tool when used to describe conflicts, in so far as it accounts for the emergence of the ‘other’ as what is excluded. But it becomes a boomerang when used to interpret any kind of relationship, leading to equate inter-subjectivity with conflict. -/- 7. Suggestions coming from Merleau-Ponty’s phenomenological approach of positive value of the bodily dimension as such, and hence of the feminine body, are evoked here and there but never fully spelled out. The most shocking consequence of acceptance of the Cartesian or Sartrean dualist view is an almost total de-evaluation of sexuality, understood as an activity involving just one tiny part of the human body, going with the idea that overcoming the oppression of women implies de-empathizing biological differences that are after all tiny and devoid of value. Besides, Beauvoir falls back into the trap of grounding claims of equality between men and women on the assumption that biological differences are of limited relevance. The eventual reason for such a step back is the distorting Cartesian mirror into which Beauvoir still looks in the vain hope of discovering a disembodied self as the (Cartesian) subject of an impossible kind of liberation.The first among these poisoned gifts is Sartre’s idea of the individual as pure freedom and project. Merleau-Ponty’s criticism is well-known: Sartre draws a picture of the world as containing no more than ‘human beings and things’, thus denying any substance to social relations, institutions and culture. The second is Sartre’s reconstruction of dialectics, understood as a dialectic without a synthesis. This view of dialectics is an enlightening tool when used to describe conflicts. It may account for the emergence of the ‘other’ as what is excluded. However, it becomes a boomerang when used to interpret any relationship, leading to equate inter-subjectivity with conflict. Suggestions coming from Merleau-Ponty’s phenomenological approach would tend to admit that the bodily dimension as such has a positive value, and hence the feminine bodily dimension is not just indifferent, but instead gives women a point of view on the world different from the male point of view. These suggestions, yet, are evoked here and there but never fully spelt out. The most shocking consequence of acceptance of the Cartesian or Sartrean dualist view is an almost total de-evaluation of sexuality, understood as an activity involving just one tiny part of the human body, going with the idea that overcoming the oppression of women implies understressing biological differences that are after all tiny and devoid of value. Furthermore, Beauvoir falls back into the trap of grounding claims of equality between men and women on the assumption that physical differences are of limited relevance. The eventual reason for such step back is the distorting Cartesian mirror into which Beauvoir still looks in the vain hope of discovering a disembodied self as the (Cartesian) subject of an impossible kind of liberation. -/- . (shrink)

A short reconstruction of the discussion of the place of economies in societies starting with Adam Smith's idea of modes of subsistence and going thorugh Marx, the German historical school, Durkheim, Talcott Parsons and Karl Polanyi.

I sketch a history of the evolving relationship between ethics and economics as discourse, and I venture a few conjectures on interactions between such evolution and the evolving relationship between economic subsystem and moralities qua sub-systems in ancient, early modern and modern societies.

Many oppose the use of profile evidence against defendants at trial, even when the statistical correlations are reliable and the jury is free from prejudice. The literature has struggled to justify this opposition. We argue that admitting profile evidence is objectionable because it violates what we call “equal protection”—that is, a right of innocent defendants not to be exposed to higher ex ante risks of mistaken conviction compared to other innocent defendants facing similar charges. We also show why admitting other (...) forms of evidence, such as eyewitness, trace, and motive evidence, does not violate equal protection. (shrink)

I argue that, in the second half of the second Millennium, three parallel processes took place. First, normative ethics, or natural morality, that had been a distinct subject in the education of European elites from the Renaissance times to the end of the eighteenth century, disappeared as such, being partly allotted to the Churches via the teaching of religion in State School, and partly absorbed by the study of history and literature, assumed to be channels for imbibing younger generations with (...) the shared values of the State, the Nation, or the People. Second, religion, or better the prevailing religion or, in most countries, the “State Religion,” became a compulsory subject in the State school. Both the State school and Religion as a discipline were indeed novelties. Third, a result of a tacit pact between two ruling groups was that the canon of European culture was transformed into something less consistent and less comprehensive than its previous post-Renaissance version had been. In more detail, the tradition to be transmitted to younger generations was construed around a fable, or better a lie, namely that the modern European is the ancient Greek’s grandson, and the ancient Hebrew had nothing to bequest to the Modern European. Besides, the canon was reduced to a bark without a kernel, in so far as literature and history took the place that used to belong to “philosophy” or to Studia Humanitatis. (shrink)

A short reconstruction of the discussion on the genesis of Western Modern individualism, of the arguments advanced by its critics and by recent vindications of ethical and political individualism.

During the last decades, many cognitive architectures (CAs) have been realized adopting different assumptions about the organization and the representation of their knowledge level. Some of them (e.g. SOAR [35]) adopt a classical symbolic approach, some (e.g. LEABRA[ 48]) are based on a purely connectionist model, while others (e.g. CLARION [59]) adopt a hybrid approach combining connectionist and symbolic representational levels. Additionally, some attempts (e.g. biSOAR) trying to extend the representational capacities of CAs by integrating diagrammatical representations and reasoning are (...) also available [34]. In this paper we propose a reflection on the role that Conceptual Spaces, a framework developed by Peter G¨ardenfors [24] more than fifteen years ago, can play in the current development of the Knowledge Level in Cognitive Systems and Architectures. In particular, we claim that Conceptual Spaces offer a lingua franca that allows to unify and generalize many aspects of the symbolic, sub-symbolic and diagrammatic approaches (by overcoming some of their typical problems) and to integrate them on a common ground. In doing so we extend and detail some of the arguments explored by G¨ardenfors [23] for defending the need of a conceptual, intermediate, representation level between the symbolic and the sub-symbolic one. In particular we focus on the advantages offered by Conceptual Spaces (w.r.t. symbolic and sub-symbolic approaches) in dealing with the problem of compositionality of representations based on typicality traits. Additionally, we argue that Conceptual Spaces could offer a unifying framework for interpreting many kinds of diagrammatic and analogical representations. As a consequence, their adoption could also favor the integration of diagrammatical representation and reasoning in CAs. (shrink)

FDE, LP and K3 are closely related to each other and admit of an intuitive informational interpretation. However, all these logics are co-NP complete, and so idealized models of how an agent can think. We address this issue by shifting to signed formulae, where the signs express imprecise values associated with two bipartitions of the corresponding set of standard values. We present proof systems whose operational rules are all linear and have only two structural branching rules that express a generalized (...) Principle of Bivalence. Each of these systems leads to defining an infinite hierarchy of tractable approximations to the respective logic, in terms of the maximum number of allowed nested applications of the two branching rules. Further, each resulting hierarchy admits of an intuitive 5-valued non-deterministic semantics. (shrink)

The literature on algorithmic fairness has examined exogenous sources of biases such as shortcomings in the data and structural injustices in society. It has also examined internal sources of bias as evidenced by a number of impossibility theorems showing that no algorithm can concurrently satisfy multiple criteria of fairness. This paper contributes to the literature stemming from the impossibility theorems by examining how informational richness affects the accuracy and fairness of predictive algorithms. With the aid of a computer simulation, we (...) show that informational richness is the engine that drives improvements in the performance of a predictive algorithm, in terms of both accuracy and fairness. The centrality of informational richness suggests that classification parity, a popular criterion of algorithmic fairness, should be given relatively little weight. But we caution that the centrality of informational richness should be taken with a grain of salt in light of practical limitations, in particular, the so-called bias-variance trade off. (shrink)

Smith argues that, unlike other forms of evidence, naked statistical evidence fails to satisfy normic support. This is his solution to the puzzles of statistical evidence in legal proof. This paper focuses on Smith’s claim that DNA evidence in cold-hit cases does not satisfy normic support. I argue that if this claim is correct, virtually no other form of evidence used at trial can satisfy normic support. This is troublesome. I discuss a few ways in which Smith can respond.

I discuss how criticism of social sciences taken up in Sartre's ‘Critique of Dialectical Reason’ is conditioned by Sartre’s own assumptions concerning nature, the mind-matter relationship, human beings’ bodily dimension. Although he looked at Husserl’s ‘Crisis of the European Sciences’ as a model for his own criticism of the social sciences, he didn't consider the criticism of the concept of nature undertaken by Husserl himself. Such criticism eventually leads to overcome Cartesian dualism. Sartre, on the contrary, superposes phenomenological ways of (...) thinking to an unavowed Cartesian ontology which he never challenged. The consequence is that he looks at the subject and the object, or mind and matter, as radically opposite. Sartre's own vindication of methodological dualism between natural and social sciences – closely following Lukacs – is flawed by heavily relying on an uncritically presupposed ontological dualism. (shrink)

The paper is a comparative study of the methodologies of Malthus and Ricardo. Its claims are: (i) economic laws almost always admit of exceptions for Malthus; for Ricardo even contingent predictions allow no exception apart from random temporary variations; (ii) both rely on the prestigious Newtonian paradigm, while interpreting it according to two distinct methodological traditions (the one deriving from MacLaurin, the other from Priestley); (iii) the choice of stressing what happens during intervals or in permanent states leads to opposing (...) definitions of the main problem of economic science in so far as equilibrium is always already given for Ricardo and is never given for Malthus; (iv) their use of the ambiguous notion of "tendency" leaves unclear for both the degree of predictive power with which theories are endowed; (v) what both share is the idea of a natural order and this idea is the source of both shortcomings and endless disagreement. -/- . (shrink)

The modelling of concepts, besides involving disciplines like philosophy of mind and psychology, is a fundamental and lively research problem in several artificial intelligence (AI) areas, such as knowledge representation, machine learning, and natural language processing. In this scenario, the most prominent proposed solutions adopt different (often incompatible) assumptions about the nature of such a notion. Each of these solutions has been developed to capture some specific features of concepts and support some specific (artificial) cognitive operations. This paper critically reviews (...) the most notable computational approaches to the representation of concepts. The main goals are (i) to provide a shared terminology for the desiderata of concepts and their computational representation; (ii) to classify and assess the heterogeneous computational approaches according to the provided terminology; (iii) to provide a reader who may not be very familiar with theories of concepts with an introduction to major themes in this research and with pointers to different research projects, and (iv) to offer philosophers, and potentially AI practitioners, a well-informed guide for selecting among various (and possibly competing) computational representations of concepts. (shrink)

Our society is undergoing digital change. Dealing with digital technologies has become a daily practice. Many healthcare facilities are implementing digital technologies. Nurses are placed in a strategic position to be the leader of the digital healthcare workforce. Nursing students are more exposed to this technological advancement as they are future professional nurses. This study aimed to examine how information-processing and exchanging skills in digital spaces affect digital problem-solving skills among nursing students. The Bayesian mindsponge framework (BMF) was used as (...) a conceptual framework. This quantitative study utilized a cross-sectional design. The population was all nursing students in two private nursing institutions located in Bangkok, Thailand (n=476) and Surabaya, Indonesia (n=179). Samples were the total population. Self-developed instrument was used in data collection. Data analysis used BMF analytics. The majority were females aged 20-22 years old who use smartphones and tablets daily. The information-processing and information-exchanging skills in digital spaces were positively associated with digital problem-solving skills among nursing students (MInformationProcess=0.30 and SDInformationProcess=0.05; MInformationExchange=0.37, and SDInformationExchange=0.05). More efforts are needed to improve nursing students’ problem-solving skills by using digital content, for instance, by modifying the information-processing and information-exchanging skills in digital spaces. Collaborative learning methods should be promoted in order to support the creation of conducive environment for supporting knowledge or information-exchanging behavior among nursing students by using digital technology. (shrink)

The paper discusses Ricardo's relationship to Mill and Bentham. It discusses first the origins of the myth of Ricardo's dependence from Bentham through Mill, and Halévy's contribution to the freezing of such a myth. The paper reconstructs what were their shared political commitments and activities and the kind of specific political views and agenda that may be ascribed to Ricardo himself. The paper discusses then the question of Ricardo's adhesion to Benthamite ethics. It examines fragments in Ricardo's correspondence with Maria (...) Edgeworth and Francis Place, and adds fresh light on the issue by highlighting the partial overlapping between Bentham's ethics and the kind of intuitionism with theological consequentialism that Ricardo had learned from the Unitarian minister Thomas Belsham. (shrink)

The relationship between Adam Smith's official methodology and his own actual theoretical practice as a social scientist may be grasped only against the background of the Humean project of Moral Newtonianism. The main features in Smith's methodology are (i) the provisional character of explanatory principles, (ii) 'internal' criteria of truth, (iii) the acknowledgement of an imaginative aspect in principles, with the related problem of the relationship between internal truth and external truth understood as mirroring 'real' causes. Smith's Newtonian (as opposed (...) to Cartesian) methodology makes room for progress in social theorizing as it allows for a decentralization of the various fields of Moral Science, contributing to the shaping of political economy. On the other hand, the Cartesian legacy in Smith's Newtonian methodology makes the relationship problematic between phenomena and principles. (shrink)

We reconstruct the text, that is, we analyse the development of the discussion between Malthus and Ricardo both in the correspondence and in published works, paying special attention to (a) the use of methodological statements, (b) some pragmatic features of the controversy, (c) considerations pertaining to the meta-level of the controversy (assessments of the status of the controversy, of ways of solving it, etc.); then, we reconstruct the co-text, that is, unpublished papers by each opponent that were not made available (...) to the other, records of exchanges between each of these and third parties, etc.; thirdly, we describe the essential features of the context, focusing on events that influenced the course of the controversy; (iv) we draw lessons from our case study on the role of co-text and context, on pragmatic and semantic interpretation, and on "casts of mind”. (shrink)

A discussion of one of the three books by which McCloskey launched his own economic rhetoric. The main criticism is that McCloskey enlarged view of rhetoric is still not encompassing enough, being limited to rhetoric in the writing of economic literature, while leaving the function of metaphor and other tropes in the more basic processes of conceptualization, theory change, and construction of 'observed' phenomena.

The novelty in Smith’s way of looking at the economy is the discovery of a social character of wealth, something new in comparison with its definition in physical terms by the Physiocrats. The possibility of carrying out such an idealization was a result of the adoption of a Newtonian, as opposed to a Cartesian, epistemology, where an intermediate and provisional character of theoretical entities is explicitly accepted, dropping Cartesian strong epistemological realism.

The primary aim of this chapter is to explain the nature of evidential reasoning, the characteristic difficulties encountered, and the tools to address these difficulties. Our focus is on evidential reasoning in criminal cases. There is an extensive scholarly literature on these topics, and it is a secondary aim of the chapter to provide readers the means to find their way in historical and ongoing debates.