Recommendation systems (RSs) predict what the user likes and recommend it to them. While at the onset of RSs, the latter was designed to maximize the recommendation accuracy (i.e., accuracy was their only goal), nowadays many RSs models include diversity in recommendations (which thus is a further goal of RSs). In the computer science community, the introduction of diversity in RSs is justified mainly through economic reasons: diversity increases user satisfaction and, in niche markets, profits.I contend that, first, the economic (...) justification of diversity in RSs risks reducing it to an empirical matter of preference; second, diversity is ethically relevant as it supports two autonomy rights of the user: the right to an open present and the right to be treated as an individual. So far, diversity in RSs has been morally defended only in the case of RSs of news and scholarly content: diversity is held to have a depolarizing effect in a democratic society and the scientific community and make the users more autonomous in their news choices. I provide a justification of diversity in RSs that embraces all kinds of RSs (i.e., a holistic moral defense) and is based on a normative principle founded on the agency of the user, which I call the right to be an exception to predictions. Such a right holds that the proper treatment of a RS user qua agent forbids providing them with recommendations based only on their past or similar users’ choices. (shrink)

The subject of Labelled Non-Classical Logics is the development and investigation of a framework for the modular and uniform presentation and implementation of non-classical logics, in particular modal and relevance logics. Logics are presented as labelled deduction systems, which are proved to be sound and complete with respect to the corresponding Kripke-style semantics. We investigate the proof theory of our systems, and show them to possess structural properties such as normalization and the subformula property, which we exploit not only to (...) establish advantages and limitations of our approach with respect to related ones, but also to give, by means of a substructural analysis, a new proof-theoretic method for investigating decidability and complexity of (some of) the logics we consider. All of our deduction systems have been implemented in the generic theorem prover Isabelle, thus providing a simple and natural environment for interactive proof development. Labelled Non-Classical Logics is essential reading for researchers and practitioners interested in the theory and applications of non-classical logics. (shrink)

The notion of individualised evidence holds the key to solve the puzzle of statistical evidence, but there’s still no consensus on how exactly to define it. To make progress on the problem, epistemologists have proposed various accounts of individualised evidence in terms of causal or modal anti-luck conditions on knowledge like appropriate causation, sensitivity and safety. In this paper, I show that each of these fails as satisfactory anti-luck condition, and that such failure lends abductive support to the following conclusion: (...) once the familiar anti-luck intuition on knowledge is extended to individualised evidence, no single causal or modal anti-luck condition on knowledge can succeed as the right anti-luck condition on individualised evidence. This conclusion casts serious doubts on the fruitfulness of the move from anti-luck conditions on knowledge to anti-luck conditions on individualised evidence. I expand on these doubts and point out further aspects where epistemology and the law come apart: epistemic anti- luck conditions on knowledge do not adequately characterise the legal notion of individualised evidence. (shrink)

Beccaria’s penal philosophy hinges on the doctrinal paradigm of liberty through law. Inconceivable in the absence of laws and unattainable in the presence of arbitrary powers, liberty is profiled as the legal situation of the person who may act, within the sphere of what is not forbidden and not bound, without suffering illicit interference from private individuals or organs of the state. Thus, the form of law becomes an essential matter in the construction of the political space suitable for free (...) living. In the analysis proposed in this article, the notion of “political liberty”–which Beccaria takes from Montesquieu–is declined in relation to the legal order, criminal law and the social contract. (shrink)

Other-perspective taking, distancing, time discounting as well as risk and loss aversion highly affect decision-making. Even though they influence each other, so far these cognitive processes have been unrelated or only partly related to each other in neuroscience. This article proposes a philosophical interpretation of these cognitive processes that is elaborated in the updated theory of Adam Smith’s prudence. The UTSP is inspired by Smith’s account of prudence and is in line with the neuroscientific and behavioral studies on OPT, distancing, (...) time discounting as well as risk and loss aversion. The UTSP represents a framework aiming to interpret and connect these cognitive processes and providing a consistent and empirically sound account of a “Smithianly” prudent style of decision-making. The two pillars of the UTSP are the shift of perspective in space and time and loss aversion. On the basis of this theory, a normative updated theory of Smithian prudence is outlined. The latter is useful for moral philosophy for two reasons: firstly, according to preliminary evidence, it is effective in guiding the agent in decisional contexts in which her well-being is at stake and she can affect other people with her actions. Secondly, since the NUTSP is based on neuroscientific findings on decision-making, it has a sound empirical basis that prevents a source of alienation for the agent. (shrink)

This paper illustrates cognitive modeling constructs designed to make learning by instruction more robust, including (1) flexible grounding of language to execution, (2) inference of implicit instruction knowledge, and (3) interactive clarification of instructions during both learning and execution.

Contextual signals might supervise the discovery of coherently varying information between cortical modules computing different functions of their receptive field input. This hypothesis is explored in two sets of computational experiments, one studying the effects on learning of long-range unidirectional contextual signals mediated by intervening processors, and the other showing contextually supervised discovery of a high-order variable in a multilayer network.

Il volume qui raccolto, nella pluralità degli interventi da parte di colleghi ed allievi, costituisce una vera e propria mappa degli interessi e delle relazioni intessute da Francesco Moiso con studiosi e istituzioni italiane e straniere nel corso di questi anni, e rappresenta al contempo uno specchio fedele dei temi di ricerca prediletti con cui lo studioso si è confrontato, come testimonia la bibliografia delle sue opere presente in questo libro. Annotation Supplied by Informazioni Editoriali.

We present computational modeling results based on a self‐paced reading study investigating number attraction effects in Eastern Armenian. We implement three novel computational models of agreement attraction in a Bayesian framework and compare their predictive fit to the data using k‐fold cross‐validation. We find that our data are better accounted for by an encoding‐based model of agreement attraction, compared to a retrieval‐based model. A novel methodological contribution of our study is the use of comprehension questions with open‐ended responses, so that (...) both misinterpretation of the number feature of the subject phrase and misassignment of the thematic subject role of the verb can be investigated at the same time. We find evidence for both types of misinterpretation in our study, sometimes in the same trial. However, the specific error patterns in our data are not fully consistent with any previously proposed model. (shrink)

Moral intuitions are generally understood as automatic strong responses to moral facts. In this paper, I offer a metacognitive account according to which the strength of moral intuitions denotes the level of confidence of a subject. Confidence is a metacognitive appraisal of the fluency with which a subject processes information from a morally salient stimulus. I show that this account is supported by some empirical evidence, explains the main features of moral intuition and is preferable to emotional or quasi-perceptual views (...) of moral intuition. (shrink)

Preface: The Review of Philosophy and Psychology Content Type Journal Article Pages 1-3 DOI 10.1007/s13164-010-0024-1 Authors Dario Taraborelli, University of Surrey Centre for Research in Social Simulation Guilford GU2 7XH United Kingdom Roberto Casati, Institut Jean Nicod, Ecole Normale Supérieure 29 rue d’Ulm 75005 Paris France Paul Egré, Institut Jean Nicod, Ecole Normale Supérieure 29 rue d’Ulm 75005 Paris France Christophe Heintz, Central European University Budapest Hungary Journal Review of Philosophy and Psychology Online ISSN 1878-5166 Print ISSN 1878-5158 Journal (...) Volume Volume 1 Journal Issue Volume 1, Number 1. (shrink)

Previous accounts of cognitive skill acquisition have demonstrated how procedural knowledge can be obtained and transformed over time into skilled task performance. This article focuses on a complementary aspect of skill acquisition, namely the integration and reuse of previously known component skills. The article posits that, in addition to mechanisms that proceduralize knowledge into more efficient forms, skill acquisition requires tight integration of newly acquired knowledge and previously learned knowledge. Skill acquisition also benefits from reuse of existing knowledge across disparate (...) task domains, relying on indexicals to reference and share necessary information across knowledge components. To demonstrate these ideas, the article proposes a computational model of skill acquisition from instructions focused on integration and reuse, and applies this model to account for behavior across seven task domains. (shrink)

Dario Martinelli’s compact and enjoyable treatise on zoömusicology, _Of Birds, Whales and Other Musicians_ introduces musicologists, biologists, social scientists, and philosophers to a new theoretical model for studying how animal behavioral patterns relate to sound communication. Organized by musical trait rather than animal species, and drawing upon the work of such esteemed philosophers as Umberto Eco, Charles Sanders Peirce, and Thomas Sebeok, Martinelli’s analyses redefine the boundaries surrounding music and help readers—scholars and amateurs alike—to appreciate the relationship between animals (...) and musicological exchanges. (shrink)

Financial and prosocial biases in favor of attractive adults have been documented in the labor market, in social transactions in everyday life, and in studies involving experimental economic games. According to the taste-based discrimination model developed by economists, attractiveness-related financial and prosocial biases are the result of preferences or prejudices similar to those displayed toward members of a particular sex, racial, ethnic, or religious group. Other explanations proposed by economists and social psychologists maintain that attractiveness is a marker of personality, (...) intelligence, trustworthiness, professional competence, or productivity. Evolutionary psychologists have argued that attractive adults are favored because they are preferred sexual partners. Evidence that stereotypes about attractive people are causally related to financial or prosocial biases toward them is weak or nonexistent. Consistent with evolutionary explanations, biases in favor of attractive women appear to be more consistent or stronger than those in favor of attractive men, and biases are more consistently reported in interactions between opposite-sex than same-sex individuals. Evolutionary explanations also account for increased prosocial behavior in situations in which attractive individuals are simply bystanders. Finally, evolutionary explanations are consistent with the psychological, physiological, and behavioral changes that occur when individuals are exposed to potential mates, which facilitate the expression of courtship behavior and increase the probability of occurrence of mating. Therefore, multiple lines of evidence suggest that mating motives play a more important role in driving financial and prosocial biases toward attractive adults than previously recognized. (shrink)

This paper focuses on the treatment of prudence by Adam Smith. Smith was one of the few philosophers to conceive of it as a moral virtue. Smithian prudence is the care of one's own happiness that is limited and ennobled, respectively, by the sense of justice and that of self-command. A reconstruction of Smith's view of prudence helps to clarify three central points in his thought: the interaction between the agent's economic and moral dimensions, the relationship between the self and (...) the other, and the dialectical tension between partiality and impartiality. Furthermore, Smithian prudence is important, in itself, as an approach to the above-mentioned points that is still viable. These three points are recurrent crucial issues in the history of ethics. (shrink)

In Mossio & Taraborelli (2008) we challenged the assumption according to which the ecological and sensorimotor approaches are mere conceptual variations on the same enactive theme. We showed, on the contrary, that they endorse substantially different notions of an 'action-dependent perceptual invariant' and we submitted that this distinction has interesting theoretical and empirical implications. This dissimilarity between ecological and sensorimotor theories stems, in our view, from a more fundamental divergence on the nature of perceptual information. Since Gibson's work, the ecological (...) approach has adopted a fundamentally realist stance, according to which this information is 'picked up', 'revealed', 'encountered' and 'exploited' by the organism (as a range of affordances) but not 'constituted' by the activity of the organism. In contrast, sensorimotor approaches take an explicit interactivist position, which sees the perceiver's motor activity as a determinant of perceptual information itself. Pascal & O'Regan (2008) suggest that our analysis of the relationship between ecological, sensorimotor and enactive theories would benefit from a further distinction. The original enactive approach (Varela et al. 1991; Maturana, 2002; Thompson, 2007), they argue, should not be lumped together with contemporary sensorimotor approaches to perception: whereas sensorimotor theories endorse an externalist view of perception, according to which 'perception can only be understood as a form of interaction of the organism with the environment', the original enactive approach by Varela and collaborators would have strong 'idealist underpinnings'. (shrink)

Ambivalence, i.e., the simultaneous holding of negative and positive evaluations toward the same object, is an empirically well-documented phenomenon and an important aspect of ordinary experience. However, it has not received sufficient philosophical attention. This essay accomplishes two aims: first, a comprehensive and empirically informed account of ambivalence is provided; second, the rationality of ambivalence in practical and nonpractical contexts is defended.

The imminent deployment of autonomous vehicles requires algorithms capable of making moral decisions in relevant traffic situations. Some scholars in the ethics of autonomous vehicles hope to align such intelligent systems with human moral judgment. For this purpose, studies like the Moral Machine Experiment have collected data about human decision-making in trolley-like traffic dilemmas. This paper first argues that the trolley dilemma is an inadequate experimental paradigm for investigating traffic moral judgments because it does not include agents’ character-based considerations and (...) is incapable of facilitating the investigation of low-stakes mundane traffic scenarios. In light of the limitations of the trolley paradigm, this paper presents an alternative experimental framework that addresses these issues. The proposed solution combines the creation of mundane traffic moral scenarios using virtual reality and the Agent-Deed-Consequences (ADC) model of moral judgment as a moral-psychological framework. This paradigm shift potentially increases the ecological validity of future studies by providing more realism and incorporating character considerations into traffic actions. (shrink)

Allen Newell (1973) once observed that psychology researchers were playing “twenty questions with nature,” carving up human cognition into hundreds of individual phenomena but shying away from the difficult task of integrating these phenomena with unifying theories. We argue that research on cognitive control has followed a similar path, and that the best approach toward unifying theories of cognitive control is that proposed by Newell, namely developing theories in computational cognitive architectures. Threaded cognition, a recent theory developed within the ACT-R (...) cognitive architecture, offers promise as a unifying theory of cognitive control that addresses multitasking phenomena for both laboratory and applied task domains. (shrink)

​This contributed volume gives access to semiotic researches adopting a quantitative stance. European semiotics is traditionally based on immanent methodologies: meaning is seen as an autonomous dimension of human existence, whose laws can be investigated via purely qualitative analytical and reflexive analysis. Today, researches crossing disciplinary boundaries reveal the limitations of such an homogeneous practice. In particular, two families of quantitative research strategies can be identified. On the one hand, researchers wish to naturalize meaning, by making semiotic results interact with (...) those coming from Neurophysiological and psychological sciences. On the other hand, statistical and computational tools are adopted to work on linguistic and multimedia corpora. The book acts to put the two approaches into dialogue. (shrink)

The Covid-19 pandemic has put a strain on the health system, as well as the social, economic, and cultural ones at the Global level. After the pandemic, the risk is that the process of inclusion of persons with disabilities is grinding to a halt. But the chance is to find new ideas. This paper will define a brief but significant framework of principles that should be taken into consideration in order to support strategies of inclusion of people with disabilities in (...) the fields of health care and cultural life, especially through the research. (shrink)

La teoría del conocimiento en Tomás de Aquino es uno de los temas más controversiales de los últimos años entre los medievalistas debido a la interpretación de las teorías escolásticas en base a los modelos cognitivos contemporáneos. En estos debates, la noción de semejanza ocupa un lugar central, a pesar de que su estatus como una relación no es lo suficientemente tratado. En el presente trabajo abordo el problema del conocimiento en Tomás de Aquino como un término del orden de (...) los relativos. Primero presento el modo en el cual el autor incluye el conocimiento dentro de esta categoría como una relación «asimétrica» exponiendo los criterios que distinguen a este tipo de relativos y argumentando de qué modo el conocimiento cumple con ellos. Luego destaco la importancia del término «semejanza» en la gnoseología de Tomás y lo analizo desde el punto de vista de la relación, señalando diversos problemas y ambigüedades que se desprenden de la presentación de Tomás de Aquino. (shrink)

In previous work we gave a new proof-theoretical method for establishing upper-bounds on the space complexity of the provability problem of modal and other propositional non-classical logics. Here we extend and refine these results to give an O -space decision procedure for the basic positive relevance logic B+. We compute this upper-bound by first giving a sound and complete, cut-free, labelled sequent system for B+, and then establishing bounds on the application of the rules of this system.

In "My Own Life," Hume writes:1 During my retreat in France, first at Reims, but chiefly at La Fleche, in Anjou, I composed my Treatise of Human Nature. After passing three years very agreeably in that country, I came over to London in 1737. In the end of 1738, I published my Treatise, and immediately went down to my mother and my brother, who lived at his country house, and was employing himself very judiciously and successfully in the improvement of (...) his fortune. It is thus "chiefly" at La Flèche that Hume wrote one of the masterpieces of early modern philosophy. Hume's stay in France extended from July 1734 to August 1737. He spent a few weeks in Paris in the summer of 1734, hosted by Chevalier... (shrink)

“HTA is a multidisciplinary process that summarizes information about the medical, social, economic and ethical issues related to the use of a health technology in a systematic, transparent, unbiased, robust manner. Its aim is to inform the formulation of safe, effective, health policies that are patient focused, and seek to achieve best value” (EUnetHTA 2007). Even though the assessment of ethical aspects of a health technology is listed as one of the objectives of a HTA process, in practice, the integration (...) of these dimensions into reports remains limited. The article is focused on four points: 1. the HTA concept; 2. the difficult HTA-ethics relationship; 3. the ethical issues in HTA; 4. the methods for integrating ethical analysis into HTA. (shrink)

Moral particularism, in its extreme version, is the theory that argues that there are no invariant context-independent moral reasons. It states also that moral knowledge is not constituted by principles and that these are useless or harmful in practice. In this paper, I intend to argue that this position takes context-sensitiveness of reasons too seriously and has to face many philosophical problems—mainly because its most important argument (the argument from holism of reasons) is not convincing but also because a pluralist (...) generalist account is preferable both from metaethical and normative points of view. (shrink)

Mendicanti di senso, costretti a scegliere tra l'assurdo e la speranza -- Ludwig Wittgenstein : delimitare il "dicibile" per proteggere l'"ineffabile" -- Immanuel Kant : "Ho limitato il sapere per fare spazio alla fede" -- Blaise Pascal : "È bene sentirsi stanchi e affaticati dell'inutile ricerca del vero bene, al fine di tendere le braccia al liberatore" -- Søren Kierkegaard : "Elimina la coscienza angosciata e tu puoi chiudere tutte le chiese e farne sale da ballo" -- Appendice : Tommaso (...) d'Aquino : la "mistica" di un "metafisico.". (shrink)

: Self-consciousness is considered in a framework comprising four dimensions which are theoretically defined and supported by clinical neuropsychological evidence. Self-monitoring is defined as the ability to reflect on one’s own behaviour, with supporting evidence for deficits in this capacity noted in anosognosia syndrome. Self-feeling is defined as the capacity to feel all sensations related to one’s own body, with supporting evidence from deficiencies occurring in alexithymia, psychosomatic states and Cotard’s delusion. Identity refers to the capacity to recognize an object (...) as identical to oneself, based on autobiographic memory; pathological conditions related to this dimension include delusions of identity and the Zelig syndrome. Ownership is the capacity to perceive the status of ones’ own body, and is clinically altered in somatoparaphrenia. All four dimensions are related to specific brain networks. Keywords: Self-Monitoring; Self-Feeling; Identity; Ownership; Neurocognitive Dimensions Le dimensioni neurocognitive dell’autocoscienza Riassunto: L’autocoscienza viene inquadrata in base a quattro dimensioni, determinate in via teorica e supportate da evidenze cliniche di carattere neuropsicologico. L’automonitoraggio è definito quale capacità di riflettere sul proprio comportamento ed è sostenuto da evidenze che derivano da quella sindrome denominata anosognosia. Il sentire il proprio sé è la capacità di avvertire tutte le sensazioni del corpo proprio ; questa dimensione è supportata da evidenze derivanti da condizioni cliniche quali l’alessitimia, le affezioni psicosomatiche e il delirio di Cotard. L’identità si riferisce alla capacità di riconoscere come identico a se stesso un oggetto, fondata sulla memoria autobiografica; le condizioni patologiche legate a questa dimensione sono il delirio di identità e la sindrome di Zelig. Il possesso di sé è la capacità di percepire lo stato del proprio corpo, condizione che risulta alterata nella somatoparafrenia. Tutte queste quattro dimensioni sono collegate a specifici network cerebrali. Parole chiave: Automonitoraggio; Sentimento di sé; Identità; Padronanza di sé; Dimensioni neurocognitive. (shrink)

Recent programs aimed at the independent living of persons with disabilities, allow them to be costumers of sectors in which they have never had full access in the past. The Lisbon Treaty has distinctly recognized the existence of a community tourist area within the primary law, and CRPD has defined the principles of accessibility and accessible tourism as tools for the inclusion. In addition, tourism and transportation stakeholders must guarantee non-discriminatory services; they must approach persons with disabilities as every other (...) customer, by taking in consideration their needs and rights, especially when it comes to their accessibility, assistance, and information. Companies of transportation must cooperate with DPOs in order to define disability-related training procedures. (shrink)