Similarity is one of the most important relations humans perceive, arguably subserving category learning and categorization, generalization and discrimination, judgment and decision making, and other cognitive functions. Researchers have proposed a wide range of representations and metrics that could be at play in similarity judgment, yet have not comprehensively compared the power of these representations and metrics for predicting similarity within and across different semantic categories. We performed such a comparison by pairing nine prominent vector semantic representations (...) with seven established similarity metrics that could operate on these representations, as well as supervised methods for dimensional weighting in the similarity function. This approach yields a factorial model structure with 126 distinct representation‐metric pairs, which we tested on a novel dataset of similarity judgments between pairs of cohyponymic words in eight categories. We found that cosine similarity and Pearson correlation were the overall best performing unweighted similarity functions, and that word vectors derived from free association norms often outperformed word vectors derived from text (including those specialized for similarity). Importantly, models that used human similarity judgments to learn category‐specific weights on dimensions yielded substantially better predictions than all unweighted approaches across all types of similarity functions and representations, although dimension weights did not generalize well across semantic categories, suggesting strong category context effects in similarity judgment. We discuss implications of these results for cognitive modeling and natural language processing, as well as for theories of the representations and metrics involved in similarity. (shrink)

Similarity underlies fundamental cognitive capabilities such as memory, categorization, decision making, problem solving, and reasoning. Although recent approaches to similarity appreciate the structure of mental representations, they differ in the processes posited to operate over these representations. We present an experiment that differentiates among extant structural accounts of similarity in their ability to account for patterns of similarity ratings. These data pose a challenge for transformation‐based models and all but one mapping‐based model, the Similarity as (...) Interactive Activation and Mapping (SIAM) model of similarity. (shrink)

One important distinction in psychology is between inferences based on associative memory and inferences based on analysis and rules. Much previous empirical work conceive of associative and analytical processes as two exclusive ways of addressing a judgment task, where only one process is selected and engaged at a time, in an either-or fashion. However, related work indicate that the processes are better understood as being in interplay and simultaneously engaged. Based on computational modeling and brain imaging of spontaneously adopted judgment (...) strategies together with analyses of brain activity elicited in tasks where participants were explicitly instructed to perform similarity-based associative judgments or rule-based judgments ( n = 74), we identified brain regions related to the two types of processes. We observed considerable overlap in activity patterns. The precuneus was activated for both types of judgments, and its activity predicted how well a similarity-based model fit the judgments. Activity in the superior frontal gyrus predicted the fit of a rule-based judgment model. The results suggest the precuneus as a key node for similarity-based judgments, engaged both when overt responses are guided by similarity-based and rule-based processes. These results are interpreted such that similarity-based processes are engaged in parallel to rule-based-processes, a finding with direct implications for cognitive theories of judgment. (shrink)

When people must either save a greater number of people from a smaller harm or a smaller number from a greater harm, do their choices reflect a reasonable moral outlook? We pursue this question with the help of an experiment. In our experiment, two-fifths of subjects employ a similarity heuristic. When alternatives appear dissimilar in terms of the number saved but similar in terms of the magnitude of harm prevented, this heuristic mandates saving the greater number. In our experiment, (...) this leads to choices that are inconsistent with all standard theories of justice. We argue that this demonstrates the untrustworthiness of distributive judgments in cases that elicit similarity-based choice. (shrink)

It might not be striking that writers expressing the same idea, or a similar reaction to an idea, would use a similar set of words if they were writing in the same language.In the examples to follow, I remain unsure as to whether I should be struck by the similarity or not; it was a nice coincidence at first, a mere "interesting observation" rather than a "striking similarity," from which I could begin an article comparing the poetics of (...) Ibn Sīnā with the aesthetics of Kant. The observation was that three different writers, in reacting to a similarity they observed between Ibn Sīnā and other thinkers in domains related to poetics and/or imagination, used the two words "striking" and "similarity," or at least their... (shrink)

Perceptual similarity is one of the most fiercely debated topics in the philosophy and psychology of perception. The documented history of the issue spans all the way from Plato – who regarded similarity as a key factor for human perceptual experience and cognition – through to contemporary psychologists – who have tried to determine whether, and if so, how similarity relationships can be established between stimuli both within and across the senses. Recent research on cross-sensory associations, otherwise (...) known as crossmodal correspondences – that is, the existence of observable consensual associations, or mappings, between stimuli across different senses – represents an especially interesting field in which to study perceptual similarity. In fact, most accounts of crossmodal association that have been put forward in the literature to date evoke perceptual similarity as a key explanatory factor mediating the underlying association. At the same time, however, these various accounts raise several important theoretical questions concerning the very nature of similarity, with, for example, the sensory, affective, or cognitive underpinnings of similarity judgements remaining unclear. We attempt to shed light on these questions by examining the various accounts of crossmodal associations that have been put forward in the literature. Our suggestion is that perceptual similarity varies from being phenomenologically-based to conceptually-based. In particular, we propose that the nature of the associations underlying similarity judgements – whether these associations are phenomenologically-, structurally-, emotionally-, or conceptually-based – may be represented in a two-dimensional space with associative strength on one axis, and cognitive penetrability on the other. (shrink)

Similarity‐based theories of concepts have a broad intuitive appeal and have been successful in accounting for various phenomena related to the formation and application of concepts. Their adequacy as theories of concepts has been questioned, however, as similarity is often taken as too flexible, too unconstrained, to be explanatory of categorization. In this article, I propose an account of similarity that takes the “foil” against which the target items are measured as integral to the process of comparison, (...) making the similarity relation a fundamentally triadic one. I argue that this account delivers more internal constraints on the process of comparison than the traditional, dyadic account of similarity does. Finally, I propose that this account is advantageous for a similarity‐based theory of concepts, as it easily integrates with the notion of conceptual taxonomy and uses it to deliver additional constraints on categorization. On such a theory of concepts, the foil, whose variability is in large part responsible for the flexible nature of similarity judgements, is turned within the framework of conceptual taxonomy to the very element that constrains similarity judgements in categorization. Therefore, this notion of similarity mitigates the worry that similarity is too flexible to be explanatory of categorization. (shrink)

Substituted judgment has increasingly become the accepted standard for rendering decisions for incapacitated adults in the USA. A broad exception exists with regard to patients with diminished capacity secondary to depressive disorders, as such patients’ previous wishes are generally not honoured when seeking to turn down life-preserving care or pursue aid-in-dying. The result is that physicians often force involuntary treatment on patients with poor medical prognoses and/or low quality of life as a result of their depressive symptoms when similarly situated (...) incapacitated patients without such depressive symptoms would have their previous wishes honoured via substituted judgment. This commentary argues for reconsidering this approach and for using a substituted judgment standard for a subset of EMP/LQL patients seeking death. (shrink)

Both judgment and receptivity are important to optimal politics, and both are important to each other. In making this argument, I use an Arendtian conception of judgment and take mindfulness as an example of receptivity. I argue that receptivity offers a needed dimension to addressing the puzzles of what makes Arendtian judgment possible, and that judgment provides a necessary complement to receptivity for action in the world. Exploring this complementary relation between judgment and receptivity also reveals a surprising similarity (...) between what each offers to the practice of politics, in particular to freedom and the possibility of transformation. At the same time, I argue, these important contributions to politics are best understood and realized if judgment and receptivity are thought of as distinct forms of relating to the world. Keywords: judgment; mindfulness; receptivity; Arendt; political transformation; Kant; enlarged mentality; perspective; freedom (Published: 23 December 2011) Citation: Ethics & Global Politics, Vol. 4 , No. 4, 2011, pp. 231-254. DOI: 10.3402/egp.v4i4.15116. (shrink)

Acquiring perceptual expertise is slow and effortful. However, untrained novices can accurately make difficult classification decisions by reformulating the task as similarity judgment. Given a query image and a set of reference images, individuals are asked to select the best matching reference. When references are suitably chosen, the procedure yields an implicit classification of the query image. To optimize reference selection, we develop and evaluate a predictive model of similarity-based choice. The model builds on existing psychological literature and (...) accommodates stochastic, dynamic shifts of attention among visual feature dimensions. We perform a series of human experiments with two stimulus types and nine classification tasks to validate the model and to demonstrate the model's potential to boost performance. Our system achieves high accuracy for participants who are naive as to the classification task, even when the classification task switches from trial to trial. (shrink)

Teachers in vocational education face two problems. (1) Learning involves the ability to transcend and modify learned knowledge to new circumstances. How should vocational education prepare students for future, unknown tasks? (2) Students should strive to produce work of good quality. How does vocational education help them develop their faculty of judgment to differentiate between better and worse quality? These two ques- tions are tightly interwoven. The paper compares the didactics of philosophy and sloyd. Both developed independently, but their solutions (...) to how one advances the capacity for reflective judgment are similar. Central to this capacity is not merely devising efficient means to work towards pre-existing aims, but to reflect in practice on what one’s aim are and should be. This implies reflection on what future problems, as well as solutions to them, demand of us cognitively, socially and morally. (shrink)

Are aesthetic judgements cognitive, belief-like states or non-cognitive, desire-like states? There have been a number of attempts in recent years to evaluate the plausibility of a non-cognitivist theory of aesthetic judgements. These attempts borrow heavily from non-cognitivism in metaethics. One argument that is used to support metaethical non-cognitivism is the argument from Motivational Judgement Internalism. It is claimed that accepting this view, together with a plausible theory of motivation, pushes us towards accepting non-cognitivism. A tempting option, then, for (...) those wishing to defend aesthetic non-cognitivism, would be to appeal to a similar argument. However, both Caj Strandberg and Walter Sinnott-Armstong have argued that Internalism is a less plausible claim to make about aesthetic judgements than about moral judgements by raising objections against aesthetic internalism. In this paper, I will argue that both of these objections can be raised against internalism about moral judgements as well. As a result, internalism is no less plausible a claim to make about aesthetic judgements than about moral judgements. I will then show how a theory of internalism about normative judgements in general is capable of avoiding both of these objections. (shrink)

The ‘constructivist turn’ in political representation literature has clarified that representation is crucial in forging identities – through the creation of ideological and symbolic representations that mobilize and coalesce otherwise scattered and undefined social forces – and thus also why it is essentially an interpretative and performative activity. In this article I argue that, as a consequence of this emphasis on interpretation and performativity, this approach makes clear why the ethos of representatives is important in representation. To prove this, I (...) employ some insights from rhetoric. Rhetorical persuasion and democratic representation, indeed, call for a similar kind of judgment, as they both need to mediate between opposing exigencies: rhetoric between attentiveness to the specificity of the audience and the creation of new beliefs, and representation between being responsive to specific interests and giving them a new articulation. Mediating this tension requires an exercise of judgment that, being directed toward the future, inevitably introduces uncertainty into the relation. This is why both in rhetoric and representation the ethos is an essential element. However, as I argue in the conclusion, the personal qualities that should be considered relevant here are above political qualities, rather than technical or moral ones. (shrink)

On the standard conception of risk, the degree to which an event is risky is the function of the probability of that event. Recently, Duncan Pritchard has challenged this view, proposing instead a modal account on which risk is conceived of in terms of modal ordering (2015). On this account, the degree of risk for any given event is a function of its modal distance from the actual world, not its likelihood. Pritchard's main motivation for this is that the probabilistic (...) account cannot always explain our judgements about risk. In certain cases, equally probable events are not judged to be equally risky. Here I will argue that Pritchard's account succumbs to a similar problem. Put simply, there are cases in which judgements about risk decouple from both probability and modal ordering. Thus, if we want a theory of risk that can explain our judgements about risk, neither the probabilistic nor modal account is successful. (shrink)

Which rules for aggregating judgments on logically connected propositions are manipulable and which not? In this paper, we introduce a preference-free concept of non-manipulability and contrast it with a preference-theoretic concept of strategy-proofness. We characterize all non-manipulable and all strategy-proof judgment aggregation rules and prove an impossibility theorem similar to the Gibbard--Satterthwaite theorem. We also discuss weaker forms of non-manipulability and strategy-proofness. Comparing two frequently discussed aggregation rules, we show that “conclusion-based voting” is less vulnerable to manipulation than “premise-based voting”, (...) which is strategy-proof only for “reason-oriented” individuals. Surprisingly, for “outcome-oriented” individuals, the two rules are strategically equivalent, generating identical judgments in equilibrium. Our results introduce game-theoretic considerations into judgment aggregation and have implications for debates on deliberative democracy. (shrink)

It is widely assumed that the normativity of conceptual judgement poses problems for naturalism. Thus John McDowell urges that 'The structure of the space of reasons stubbornly resists being appropriated within a naturalism that conceives nature as the realm of law' (1994, p 73). Similar sentiments have been expressed by many other writers, for example Robert Brandom (1994, p xiii) and Paul Boghossian (1989, p 548).

A growing consensus in the philosophy and psychology of concepts is that while theories such as the prototype, exemplar, and theory theories successfully account for some instances of concept formation and application, none of them successfully accounts for all such instances. I argue against this ‘new consensus’ and show that the problem is, in fact, more severe: the explanatory force of each of these theories is limited even with respect to the phenomena often cited to support it, as each fails (...) to satisfy an important explanatory desideratum with respect to these phenomena. I argue that these explanatory shortcomings arise from a shared assumption on the part of these theories, namely, they take similarity judgements and application of causal knowledge to be discrete elements in a theory of concepts. I further propose that the same assumption carries over into alternative theories offered by proponents of the new consensus: pluralism, eliminativism, and hybrid theories. I put forth a sketch of an integrated model of concept formation and application, which rejects this shared assumption and satisfies the explanatory desiderata I discuss. I suggest that this model undermines the motivation for hybrid, pluralist, and eliminativist accounts of concepts. _1_ Introduction _2_ The Similarity-Based Approach and the Importance of Theory _2.1_ The similarity-based approach _2.2_ The selection desideratum _2.3_ Causal knowledge as satisfying the selection desideratum _3_ The Theory-Based Approach and the Importance of Similarity _3.1_ The theory-based approach _3.2_ The range desideratum _3.3_ Similarity as satisfying the range desideratum _4_ An Integrated Approach to Concepts _4.1_ An integrated model _4.2_ The integrated theory versus hybrid theories of concepts _5_ Conclusion. (shrink)

In this study, we investigated the relationships between judgments of intentionality and moral evaluation in individuals with High Functioning Autism (HFA) or Asperger Syndrome (AS). HFA or AS are neurodevelopmental disorders characterised by severe deficits in communication and social functioning. Impairments in Theory of Mind (ToM), i.e., the ability to attribute mental states to oneself and to others, are thought to be the core features of autism. Of all mental states, the concept of ‘intentional action’ is particularly important. People normally (...) distinguish between actions that are performed intentionally and those that are performed unintentionally and this distinction plays a crucial role in social understanding and moral judgment. Recently, Knobe (Analysis 63: 190–193, 2003a ), (Philosophical Psychology 16: 309–324, 2003b ) showed that people’s moral evaluations might serve as input to the process by which people intuitively arrive at the intentionality judgments. Here, by using two pairs of vignettes, the Knobe’s Harm/Help cases and Murder/Bull’s-eye cases, we showed that, as already observed in typical population, in individuals with HFA/AS judgment of intentional action is informed by the moral appreciation of the action outcome. However, the two groups differed on praise judgments and moral justifications, suggesting that these processes were poorly influenced by the agent’s psychological states. We concluded that, although under certain circumstances, individuals with HFA/AS and people with typical development have similar intuitive judgments of intentionality, over-assignment of praise judgments and the reduced use of folk-psychological concepts in moral judgment likely reflect difficulties using intentionality information for moral reasoning. (shrink)

When making a moral judgment, people largely care about two factors: Who did it (causal responsibility), and did they intend to (intention)? Since Piaget's seminal studies, we have known that as children mature, they gradually place greater emphasis on intention, and less on mere bad outcomes, when making moral judgments. Today, we know that this developmental shift has several signature properties. Recently, it has been shown that when adults make moral judgments under cognitive load, they exhibit a pattern similar to (...) young children; that is, their judgments become notably more outcome based. Here, we show that all of the same signature properties that accompany the outcome‐to‐intent shift in childhood characterize the “intent‐to‐outcome” shift obtained under cognitive load in adults. These findings hold important implications for current theories of moral judgment. (shrink)

Introduction: In The Netherlands, physicians have to be convinced that the patient suffers unbearably and hopelessly before granting a request for euthanasia. The extent to which general practitioners (GPs), consulted physicians and members of the euthanasia review committees judge this criterion similarly was evaluated. Methods: 300 GPs, 150 consultants and 27 members of review committees were sent a questionnaire with patient descriptions. Besides a “standard case” of a patient with physical suffering and limited life expectancy, the descriptions included cases in (...) which the request was mainly rooted in psychosocial or existential suffering, such as fear of future suffering or dependency. For each case, respondents were asked whether they recognised the case from their own practice and whether they considered the suffering to be unbearable. Results: The cases were recognisable for almost all respondents. For the “standard case” nearly all respondents were convinced that the patient suffered unbearably. For the other cases, GPs thought the suffering was unbearable less often (2–49%) than consultants (25–79%) and members of the euthanasia review committees (24–88%). In each group, the suffering of patients with early dementia and patients who were “tired of living” was least often considered to be unbearable. Conclusions: When non-physical aspects of suffering are central in a euthanasia request, there is variance between and within GPs, consultants and members of the euthanasia committees in their judgement of the patient’s suffering. Possible explanations could be differences in their roles in the decision-making process, differences in experience with evaluating a euthanasia request, or differences in views regarding the permissibility of euthanasia. (shrink)

Roberto Frega’s Practice, Judgement, and the Challenge of Moral and Political Disagreement is exegetically, as well as systematically, ambitious: it explores several key texts of Charles Peirce and John Dewey in order to develop a pragmatist conception of practical rationality in the context of contemporary moral and political philosophy. Frega’s book differs from other recent comparable contributions, such as those of Cheryl Misak, Eric MacGilvray, and Robert Talisse, by drawing most heavily on Dewey’s works. Yet, similar to Misak, MacGilvray and (...) Talisse, Frega puts pragmatism to the test by applying it to deep moral disagreements in modern societies and does so without relying on facts about American cultural.. (shrink)

In this paper a concept of pain is introduced that regards pain as a formal entity that can be realized in various material ways, similarly to the concept of justice. Pain utterances have rather the character of evaluative judgments and not of propositional descriptions. They aren’t therefore true or false, but adequate or inadequate, correct or wrong, according to the circumstances and the context, in which they are made. Because pain is constituted by the interplay of individual and public attitudes (...) also inside a given cultural context we are always capable of extending our concept of pain by integrating other cultural attitudes towards pain and also capable of giving arguments that shall convince the members of an other culture to accept our ideas about pain. (shrink)

We investigate under what conditions a given set of collective judgments can arise from a specific voting procedure. In order to answer this question, we introduce a language similar to modal logic for reasoning about judgment aggregation procedures. In this language, the formula expresses that is collectively accepted, or that is a group judgment based on voting. Different judgment aggregation procedures may be underlying the group decision making. Here we investigate majority voting, where holds if a majority of individuals accepts, (...) consensus voting, where holds if all individuals accept, and dictatorship. We provide complete axiomatizations for judgment sets arising from all three aggregation procedures. (shrink)

Do people mete out harsher punishments for identical unethical behaviors committed by foreign compared to domestic firms? Liability of foreignness (LOF) reasoning suggests that this is the case. Using a quasi-experimental survey in France, we go a step further by investigating the influence of cultural similarity on ethical judgment. We examine whether people mete out less harsh judgment on a foreign company from a culturally similar country compared to a foreign company from a culturally dissimilar country. Our findings show (...) that cultural similarity does not have a significant impact. Moreover, in the French context, the findings show that punishment for unethical behavior meted out to domestic and foreign firms relates more to cultural characteristics and does not apply in the same way for all dimensions of corporate social responsibility. Thus, we discuss various strategies and managerial implications. (shrink)

The article proposes an account of the prevailing classical Chinese conception of reasoning and argumentation that grounds it in a semantic theory and epistemology centered on drawing distinctions between the similar and dissimilar kinds of things that do or do not fall within the extension of ‘names’. The article presents two novel interpretive hypotheses. First, for pre-Hàn Chinese thinkers, the functional role associated with the logical copula is filled by a general notion of similarity or sameness. Second, these thinkers’ (...) basic explanation of reasoning is that it is a process of moving from a comparison of whether something is similar to a ‘model’ or ‘standard’ to a judgment about whether that thing is part of a certain kind. Classical texts treat judgment as the attitude of predicating a ‘name’ of something, or, equivalently, of distinguishing whether something is the kind of thing denoted by a certain term. Reasoning is treated as a process of considering how some acts of term predication, or drawing distinctions, normatively commit one to making further, analogous predications or drawing further, analogous distinctions. Inference is thus understood as the act of distinguishing something as a certain kind of thing as a result of having distinguished it as similar to a relevant ‘model’ or ‘standard’. The article concludes by summarizing the consequences of the proposed account of early Chinese semantic and logical theories for the interpretation of other areas of classical Chinese thought. (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)

Legal Judgment Prediction (LJP) is a typical application of Artificial Intelligence in the intelligent judiciary. Current research primarily focuses on automatically predicting law articles, charges, and terms of penalty based on the fact description of cases. However, existing methods for LJP have limitations, such as neglecting document structure and ignoring case similarities. We propose a novel framework called Graph Contrastive Learning with Augmentation (GCLA) for legal judgment prediction to address these issues. GCLA constructs trainable document-level graphs for fact description, capturing (...) local and global context through sentence-level subgraphs. Graph augmentation enhances robustness. We introduce a comparison case relation perspective, using graph contrastive learning to model case-text label relationships effectively. Experimental results on real-world datasets demonstrate the competitive performance of GCLA. (shrink)

According to Aristotelian logic, in categorical logic, there are three kinds of judgements (qaḍīyya): affirmative, negative, and metathetic (ma‘dūla). Khūnajī, a famous Muslim logician in the 13th century, introduces a different judgement (or statement) entitled “affirmative judgement with the negative predicate” (mūjiba al-sāliba al-maḥmūl; henceforth, ANP judgement). Although in the Arabic language, formally, ANP judgement is similar to definite negative (sāliba muḥaṣṣala) and also metathetic judgements, the way of its construction is different from both of them and its (...) truth conditions are different from metathetic ones. From a modern logic viewpoint, ANP may indicate equality judgement; however, attributing it to Muslim logicians is questionable, although some of their wordings may implicitly show it. According to Ḥāʾirī, an Iranian contemporary philosopher and logician, the new judgement is supposed to solve some problems, especially logical explanation of the division of modalities into necessity, impossibility, and contingency (imkān khāṣṣ). However, Ṭabāṭabāʾī, another Iranian contemporary philosopher, disagrees with Ḥāʾirī and regards ANP judgement the same as an affirmative metathetic one. In this paper, while examining Ṭabāṭabāʾī’s and Ḥāʾirī’s reasons, by using some insights into modern logic, I will try to strengthen Ṭabāṭabāʾī’s views, although it may be confronted with some questions or deficiencies. (shrink)

The brain networks underlying human multiple-cue judgment, the judgment of a continuous criterion based on multiple cues, have been examined in a few recent studies, and the ventral precuneus has been found to be a key region. Specifically, activation differences in ventral precuneus (as measured with functional magnetic resonance imaging, fMRI) has been linked to an exemplar-based judgment process, where judgments are based on memory for previous similar cases. What aspects of exemplar-based judgment ventral precuneus supports is however poorly understood. (...) Ventral precuneus is a brain region important for various episodic memory processes, where increased engagement of this region together with the ventromedial prefrontal cortex (vmPFC) and the medial temporal lobes (MTL) during learning have been linked to retrieval success. Several alternatives are plausible, for example that reduced brain activity in ventral precuneus during learning to make exemplar-based judgments could reflect reduced needs for visuo-spatial attention as a function of learning to master the task. The present study used fMRI during a multiple-cue judgment task to gain novel neurocognitive evidence informative for the link between learning-related activity changes in ventral precuneus and exemplar-based judgment. Participants (N = 27) spontaneously learned to make judgments during fMRI, in a multiple-cue judgment task specifically designed to induce exemplar-based processing. Contrasting brain activity during late learning to early learning indeed revealed higher activity in ventral precuneus, the bilateral MTL and the vmPFC. Activity in the ventral precuneus and the vmPFC was found to parametrically increase between each judgment event, and activity levels in the ventral precuneus predicted performance after learning. These results are interpreted such that the ventral precuneus supports the aspects of exemplar-based processes that are related to episodic memory, tentatively by building and retrieving memory representations for judgment. (shrink)

This paper claims that Kant’s conception of culture provides a new means of understanding how the two parts of the Critique of Judgment fit together. Kant claims that culture is both the ‘ultimate purpose’ of nature and to be defined in terms of ‘art in general’ (of which the fine arts are a subtype). In the Critique of Teleological Judgment, culture, as the last empirically cognizable telos of nature, serves as the mediating link between nature and freedom, while in the (...) Critique of Aesthetic Judgment, the connection between art and morality passes through culture. In either case, Kant offers distinct, yet interdependent, arguments for how culture demonstrates the amenability of nature to its supersensible ground: the central question Kant claims in the Introduction that the work seeks to answer. Thus, not only does this account advance a concept essential to both parts of the work; it also demonstrates how the two parts can be conceived as complementary, with each supplementing the other to solve Kant’s central question. As such, understanding the Critique of Judgment in terms of culture enables us to see how the two parts of the work do not merely share points of similarity or common themes, but presuppose one another in order to understand how nature is amenable to freedom. (shrink)

According to the most detailed articulation and defence of moral particularism, it is a metaphysical doctrine about the nature of reasons. This paper addresses aspects of particularist epistemology. In rejecting the existence and efficacy of principles in moral thinking and reasoning particularists typically appeal to a theory of moral knowledge which operates with a ‘perceptual’ metaphor. This is problematic. Holism about valence can give rise to a moral epistemology that is a metaethical variety of atomistic empiricism. To avoid what could (...) be called the Myth of the Moral Given, particularism has made use of a judgement-centred account of moral epistemology. This paper critically examines that account with reference to a proposed analogy between our moral knowledge and our knowledge of similarities. (shrink)

In trying to explain the possibility of akrasia , it seems plausible to deny that there is a conceptual connection between motivation and evaluation ; akrasia occurs when the agent is motivated to do something that she does not judge to be good . However, it is hard to see how such accounts could respect our intuition that the akratic agent acts freely, or that there is a difference between akrasia and compulsion. It is also hard to see how such (...) accounts could be extended to the realm of theoretical reason, but this is generally not taken Ito be a problem, because it is generally assumed that there is no similar phenomenon in the realm of theoretical reason. This paper argues that there is such a thing as theoretical akrasia, and that we can find a characterization of this phenomenon in Descartes’s Meditations. Drawing on certain passages in the Meditations, we can construct an account of theoretical akrasia; this account can then be adapted to resolve the original problem of akrasia in the realm of practical reason. The account asserts that there is a conceptual connection between motivation and evaluation in free action; it also enables us to show how the akratic agent is still acting freely when he does something that he does not judge to be the best all things considered. (shrink)

Structure–activity relationship and quantitative SAR are modeling methods largely used in assessing biological properties of chemical substances. QSAR is based on the hypothesis that the chemical structure is responsible for the activity; it follows that similar molecules are expected to have similar properties. Similarity plays an important role in read across, which categorizes molecules primarily on the basis of similarity. Similarity, and chemical similarity too, is a property differently perceived by humans. The various proposed metrics often (...) disagree with human judgment, and no a unique metric for chemical similarity is universally adopted. Researchers argued that categorization is not only explained by similarity but depends as well on abstract knowledge and the task to accomplish. Moreover, similarity cannot be the unique explanation of a categorization, as different perceptual processes take place in category formation. Assuming that similarity judgments are deeply rooted in human knowledge and perception, cognitive sciences contributions are as important as the mathematical considerations of the classical theories. After an excursus in the many views of similarity in philosophy, mathematics, and cognitive science, the paper explores how connectionist systems, which loosely mimic the human cognitive system, could improve similarity-based choices. A case study on building SARs using connectionism and deep neural networks shows the role of similarity in building and explaining those models. A discussion about deep learning for QSAR and as a modeling tool for science concludes the presentation. (shrink)

This paper considers the views of two figures whose work falls on either side of the heyday of American pragmatism, Thomas Reid (1710-96) and Ludwig Wittgenstein (1889-1951). The broad similarities between Reid’s and (the later) Wittgenstein’s views, and in particular their epistemological views, has been well documented. Here, I argue that such similarities extend to the relation in their work between common sense and the presence of elements in their thought that can be considered pragmatist in some important respect. Beginning (...) with Reid, I argue that some specific theses commonly associated with pragmatism – e.g., that meaning, truth, or the justifiedness of a belief in a matter of practical effects or efficacy – clearly run counter to his stated views, and stand in tension with the well-known common sense character of his work. At the same time, however, and as others have noted, other pragmatist themes and ideas – e.g., about the close relations between belief (and doubt) and action, theory and practice, and facts and values – do have a clear precedent in Reid (§2). Most fundamentally, however, Reid’s epistemological views in particular display an adherence to the idea that practice is somehow primary – an idea that’s central to pragmatism ‘broadly conceived’, as Brandom calls it and, according to some others (e.g., Putnam, Cavell), to pragmatism per se. What’s more, once we are clear on the respect(s) in which Reid’s views do incorporate an important pragmatist element, it becomes clear that far from being at odds with, or needing supplementation by, the latter, common sense is in fact inseparable from it (§3). Finally, I turn (§4) to Wittgenstein, and suggest that the same close connection between pragmatist elements and common sense as we find in Reid is present here as well: like Reid, Wittgenstein rejects several ‘narrow’ pragmatist theses; but he too ascribes practice a crucial role. And while he seldom explicitly refers to common sense, the notions of good judgment, and of the reasonable person – hallmarks of common sense, as Reid conceives of it – are at the heart of Wittgenstein’s later epistemological views as well. (shrink)

In this paper we explore the interpretation of quantity expressions in Yudja, an indigenous language spoken in the Amazonian basin, showing that while the language allows reference to exact cardinalities, it does not generally allow reference to exact measure values. It does, however, allow non-exact comparison along continuous dimensions. We use this data to argue that the grammar of exact measurement is distinct from a grammar allowing the expression of exact cardinalities, and that the grammar of counting and the grammar (...) of measurement may use numerals with different, though related interpretations. As Yudja shows, the language of measurement is not automatically acquired along with the knowledge of exact numeral expressions. We show that the ‘gap’ between prelinguistic intuitions about quantity in terms of numerosity and counting, which is bridged by the learning of language expressing exact cardinality, is paralleled by a similar gap between prelinguistic intuitions about quantity on a continuous dimension and measuring: this gap too must be bridged by language which expresses exact measure values. Our results suggest that the enculturation process by which we develop skills to perform abstract operations in the domain of measurement is (1) language dependent and (2) distinct from the process by which we learn to perform abstract calculations in the cardinal domain. (shrink)

Moral judgment is a complex cognitive process that partly depends upon social and individual cultural values. There have been various efforts to categorize different aspects of moral judgment, but most studies depend upon rare dilemmas. We recruited 25 subjects from Tehran, Iran, to rate 150 everyday moral scenarios developed by Knutson et al. Using exploratory factor analysis (EFA), we observed that the same moral dimensions (except socialness dimension) were driven by the same moral cognitive factors (norm violation, intention, and social (...) affect) in Iranian vs. American studies. However, there were minor differences in the factor loadings between the two cultures. Furthermore, based on the EFA results, we developed a short form of the questionnaire by removing eleven of the fifteen scenarios from each of the ten categories. These results could be used in further studies to better understand the similarities and differences in moral judgment in everyday interactions across different cultures. (shrink)

People often judge it unacceptable to directly harm a person, even when this is necessary to produce an overall positive outcome, such as saving five other lives. We demonstrate that similar judgments arise when people consider damage to owned objects. In two experiments, participants considered dilemmas where saving five inanimate objects required destroying one. Participants judged this unacceptable when it required violating another’s ownership rights, but not otherwise. They also judged that sacrificing another’s object was less acceptable as a means (...) than as a side-effect; judgments did not depend on whether property damage involved personal force. These findings inform theories of moral decision-making. They show that utilitarian judgment can be decreased without physical harm to persons, and without personal force. The findings also show that the distinction between means and side-effects influences the acceptability of damaging objects, and that ownership impacts utilitarian moral judgment. (shrink)

When participants make judgments about the onset of self-initiated movements they typically report the movement occurred earlier than it had [Obhi, S. S., & Haggard, P. . Free will and free won’t. American Scientific, 92, 358–365.]. One interpretation is that feed-forward processes lead to awareness of the movement prior to execution. Because individuals with autism experience reduced preparatory activity prior to a voluntary movement, the present study sought to determine whether these anticipatory biases are exhibited by persons with autism. Participants (...) watched a dot move in a circle and pressed the spacebar any time after one revolution. A tone either followed the participants’ voluntary movement or was computer generated. Participants in both groups made anticipatory judgements regarding movement initiation . When the movement and tone occurred together this anticipatory bias was also present, regardless of which event participants focused on. Individuals with autism appear to have access to a similar representation of voluntary movements, however this representation may be more variable. (shrink)

Moral judgment constitutes an important aspect of adults’ social interactions. How do adults’ moral judgments develop? We discuss work from cognitive and social psychology on adults’ moral judgment, and we review developmental research to illuminate its origins. Work in these fields shows that adults make nuanced moral judgments based on a number of factors, including harm aversion, and that the origins of such judgments lie early in development. We begin by reviewing evidence showing that distress signals can cue moral judgments (...) but are not necessary for moral judgment to occur. Next, we discuss findings demonstrating that both children and adults distinguish moral violations from violations of social norms, and we highlight the influence of both moral rules and social norms on moral judgment. We also discuss the influence of actors’ intentions on moral judgment. Finally, we offer some closing thoughts on potential similarities between moral cognition and reasoning about other ideologies. (shrink)

Successful marketing efforts and professional sales encounters often depend on consumer involvement in the purchase decision process itself, which in turn may impact firm performance. Despite the importance of consumer involvement, research has yet to fully explain the relationship between consumer personality characteristics and the nature of consumer purchase involvement. This study explores the degree to which consumer perception of salesperson ethical treatment helps explain the relationship between consumer personality characteristics and nature of involvement. Data were collected from a large (...) sample of working adults placed in two scenario-based positive professional sales encounters featuring an important purchase decision. The results indicated that adult consumers’ personality characteristics functioned through judgment of salesperson ethical treatment to affect the nature of purchase involvement. Specifically, consumer judgment of salesperson ethical treatment fully mediated a positive relationship between internal locus of control and cognitive involvement. By comparison, consumer judgment of a salesperson ethical treatment partially mediated the positive relationship between emotional awareness and cognitive involvement. The above findings were similar for informational and relational salesperson customer-orientated scenarios. Key implications for selling professionals and sales organizations are discussed, such as augmenting consumers’ self-assessments to increase their perceptions of salesperson ethics and purchase involvement. The limitations and recommendations for future research are also presented. (shrink)

This paper develops a new form of metaethical expressivism according to which the normative judgment that X should Φ consists in a decision that X Φ. When the judgment is first-personal—e.g., my judgment that I should Φ—the view is similar to Gibbard’s plan expressivism, though the state I call “decision” differs somewhat from a Gibbard-style plan. The deep difference between the views shows in the account of third-personal judgments. Gibbard construes the judgment that Mary should Φ as a de se (...) plan on the thinker’s part to Φ if she turns out to be Mary (the Subtle View). I construe the judgment as a decision for Mary that Mary Φ (the Simple View). The main argument for Simple Plan Expressivism is that it solves problems for Gibbard’s approach, resonates with a new and interesting moral psychology, and better makes sense of certain independently plausible constraints on normative judgment. In the end I argue that this account of normative judgment has implications for first-order ethics, implying in particular that rational egoism as standardly formulated is incoherent. (shrink)