If connectionism is to be an adequate theory of mind, we must have a theory of representation for neural networks that allows for individual differences in weighting and architecture while preserving sameness, or at least similarity, of content. In this paper we propose a procedure for measuring sameness of content of neural representations. We argue that the correct way to compare neural representations is through analysis of the distances between neural activations, and we present a method for (...) doing so. We then use the technique to demonstrate empirically that different artificial neural networks trained by backpropagation on the same categorization task, even with different representational encodings of the input patterns and different numbers of hidden units, reach states in which representations at the hidden units are similar. We discuss how this work provides a rebuttal to Fodor and Lepore's critique of Paul Churchland's state space semantics. (shrink)

The similarities and differences in dream content at the cross-cultural, gender, and individual levels provide one starting point for carrying out studies that attempt to discover correspondences between dream content and various types of waking cognition. Hobson and Kahn’s . Dream content: Individual and generic aspects. Consciousness and Cognition, 16, 850–858.) conclusion that dream content may be more generic than most researchers realize, and that individual differences are less salient than usually thought, provides the occasion for (...) a review of findings based on the Hall and Van de Castle . The content analysis of dreams. New York: Appleton-Century-Crofts.) coding system for the study of dream content. Then new findings based on a computationally intensive randomization strategy are presented to show the minimum sample sizes needed to detect gender and individual differences in dream content. Generally speaking, sample sizes of 100–125 dream reports are needed because most dream elements appear in less than 50% of dream reports and the magnitude of the differences usually is not large. (shrink)

Difficulty of distinguishing rules and similarity in categorization comes from reliance on relatively simple manipulation-response designs and a style of modeling with abstract parameters, rather than assessment of intervening and controlling mental states. This commentary proposes a strategy in which rules and similarity would be distinguished by their different roles in a theory interrelating reportable conscious contents in deliberative categorization.

Similarity-based cognition is commonplace. It occurs whenever an agent or system exploits the similarities that hold between two or more items—e.g., events, processes, objects, and so on—in order to perform some cognitive task. This kind of cognition is of special interest to cognitive neuroscientists. This paper explicates how similarity-based cognition can be understood through the lens of radical enactivism and why doing so has advantages over its representationalist rival, which posits the existence of structural representations or S-representations. Specifically, (...) it is argued that there are problems both with accounting for the content of S-representations and with understanding how neurally-based structural similarities can work as representations in guiding intelligent behavior. Finally, with these clarifications in place, it is revealed how radical enactivism can commit to an account of similarity-based cognition in its understanding of neurodynamics. (shrink)

Philosophical considerations regarding experiential spatial content have focused on exteroceptive sensations presenting external entities, and not on interoceptive experiences that present states of our own body. A notable example is studies on interoceptive touch, in which it is argued that interoceptive tactile experiences have rich spatial content such that tactile sensations are experienced as located in a spatial field. This paper investigates whether a similarly rich spatial content can be attributed to experiences of acute, cutaneous pain. It (...) is argued that such experiences of pain do not have field-like content, as they do not present distance relations between painful sensations. (shrink)

The aim of this paper is to argue that the phenomenal similarity between perceiving and visualizing can be explained by the similarity between the structure of the content of these two different mental states. And this puts important constraints on how we should think about perceptual content and the content of mental imagery.

Similarity-based cognition is commonplace. It occurs whenever an agent or system exploits the similarities that hold between two or more items—e.g., events, processes, objects, and so on—in order to perform some cognitive task. This kind of cognition is of special interest to cognitive neuroscientists. This paper explicates how similarity-based cognition can be understood through the lens of radical enactivism and why doing so has advantages over its representationalist rival, which posits the existence of structural representations or S-representations. Specifically, (...) it is argued that there are problems both with accounting for the content of S-representations and with understanding how neurally-based structural similarities can work as representations in guiding intelligent behavior. Finally, with these clarifications in place, it is revealed how radical enactivism can commit to an account of similarity-based cognition in its understanding of neurodynamics. (shrink)

Similarity-based cognition is commonplace. It occurs whenever an agent or system exploits the similarities that hold between two or more items—e.g., events, processes, objects, and so on—in order to perform some cognitive task. This kind of cognition is of special interest to cognitive neuroscientists. This paper explicates how similarity-based cognition can be understood through the lens of radical enactivism and why doing so has advantages over its representationalist rival, which posits the existence of structural representations or S-representations. Specifically, (...) it is argued that there are problems both with accounting for the content of S-representations and with understanding how neurally-based structural similarities can work as representations in guiding intelligent behavior. Finally, with these clarifications in place, it is revealed how radical enactivism can commit to an account of similarity-based cognition in its understanding of neurodynamics. (shrink)

Daniel Dennett and Stephen Stich have independently, but similarly, argued that the contents of mental states cannot be specified precisely enough for the purposes of scientific prediction and explanation. Dennett takes this to support his view that the proper role for mentalistic terms in science is heuristic. Stich takes it to support his view that cognitive science should be done without reference to mental content at all. I defend a realist understanding of mental content against these attacks by (...) Dennett and Stich. I argue that they both mistake the difficulty of making content ascriptions precise for the impossibility of doing so. (shrink)

[[This paper appears in my anthology _Philosophy of Mind: Classical and Contemporary Readings_ (Oxford University Press, 2002), pp. 608-633. It is a heavily revised version of a paper first written in 1994 and revised in 1995. Sections 1, 7, 8, and 10 are similar to the old version, but the other sections are quite different. Because the old version has been widely cited, I have made it available (in its 1995 version) at http://consc.net/papers/content95.html.

This paper builds upon John Dadosky’s recent writings advocating a “turn to the Other” in Lonergan studies. Using a Levinas/Lonergan dialogue on intersubjectivity as a test case, I address potential difficulties accompanying an exchange between Lonergan and philosophers who emphasize alterity. It is my contention that despite various differences regarding relationality, their projects are surprisingly complementary. Lonergan accentuates interconnectedness while Levinas emphasizes the encounter with radical otherness. In order to arrive at this conclusion, I argue for a re-assessment of the (...) relationship between alterity and similarity by dialectically reframing them as linked but opposed principles held in creative tension. Lastly, I suggest ways in which this approach might offer a foundation for further forays into the fourth stage of meaning. (shrink)

In this paper, I discuss the use of after-effects as a criterion for showing that we can perceive high-level properties. According to this criterion, if a high-level property is susceptible to after-effects, this suggests that the property can be perceived, rather than cognized. The defenders of the criterion claim that, since after-effects are also present for low-level, uncontroversially perceptual properties, we can safely infer that high-level after-effects are perceptual as well. The critics of the criterion, on the other hand, assimilate (...) it to superficially similar effects in cognition and argue that the after-effect criterion is a cognitive phenomenon rather than a perceptual one, and that as a result it is not a reliable guide for exploring the contents of perception. I argue against both of these views and show that high-level after-effects cannot be identified either with low-level after-effects or with cognitive biases. I suggest an intermediate position: high-level after-effects are not cognitive, but they are nonetheless not a good criterion for exploring the contents of perception. (shrink)

Sensuous imaginative content presents a problem for unitary accounts of phenomenal character (or content) such as relationism, representationalism or qualia theory. Four features of imaginative content are at the heat of the issue: its perspectival nature, the similarity with corresponding perceptual experiences, the multiple use thesis, and its non-presentational character. I reject appeals to the dependency thesis to account for these features and explain how a representationalist approach can be developed to accommodate them. I defend the (...) multiple use thesis against Kathleen Stock’s objections but separate the putative non-presentational character of imaginative content into two elements. Loss of presentation is accounted for by the reduced representations involved in imagination and lack of potential response-dependent representational properties. Absence of commitment to reality is accounted for by representational properties characterised in terms of the absence of a certain kind of aetiology. (shrink)

Exploration of the meanings, dimensions, levels of the umbrella-notion of wisdom. I added a discussion between the academics of the notion and research into it (on Wisdom list [email protected] ) as second appendix. I added on 7/09/2017 a new appendix http://www.drrogerwalsh.com/wp-content/uploads/2009/07/What-is-Wisdom-Cross-Cultural-Cross-Disciplinary-Syntheses-Roger-Walsh-2015-Review- of-General-Psychology.pdf . -/- Most people involved in this discourse will be aware of the meaning of the word philosophy. The love part might be familiar to many of the human beings, although each individual will probably have his/her own superficial (...) notion of this idea. It is the second part of the word that will baffle anyone who reflects at all. The notion of wisdom is another umbrella-word, like mind, consciousness, reality, the world, etc. Notions that cover a whole range of ideas and concepts, but that are frequently employed as if it has one specific, precisely defined meaning and usage. When we are informed about the three, four or five features, aspects or characteristics of the word wisdom, we are actually presented with some form of conceptual analysis of possible meanings of the word wisdom. In the following 7 dimensions (characteristics?) of the notion or idea of wisdom are proposed. This is like a conceptual analysis of the word wisdom. Brown and Greene outline their efforts to developing and testing a reliable ‘Wisdom Development Scale’. Their study provides evidence to support the theory that wisdom is a multidimensional construct with the following 7 dimensions: (1) Self-Knowledge (2) Emotional Management (3) Altruism (4) Inspirational Engagement (5) Judgment (6) Life Knowledge (7) Life Skills Jeste suggests that: Most of us agree that wisdom is a complex trait. It’s not just one thing – it’s not like ‘optimism,’ which is a single specific trait. Wisdom is far more complex, comprised of different components. He says: He found six such dimensions or components. Social decision-making. ‘Emotional Regulation’ – control over one’s emotions. ,The third one is ‘Prosocial Behaviours’ – things that we do for others ,Then comes ‘Insight’ – knowing yourself. It includes self-reflection,The fifth is ‘Acceptance of uncertainty’, which also means ‘acceptance of diversity of views.’ ,The last component in that list was still being ‘Decisive’, in that you accept uncertainty, you accept diversity of views, and yet you cannot sit on the fence all the time. You cannot be ambivalent all the time. You have to make a decision. We found that those six were still the most common components, but there were three others that some people have proposed as components of wisdom. Those three are ‘Spirituality’, ‘Sense of Humor’ and ‘Openness to new experience.’ -/- . (shrink)

The Receptacle of the title is, of course, the ‘Receptacle of all becoming’ in Plato’s Timaeus. Plato likens it to a ‘nurse’, and even calls it a ‘mother’. He speaks of it as that in which its contents come to be, only in their turn to disappear from it. He compares it to a mass of gold which someone incessantly remoulds into different shape. He declares it completely unchanging: ‘it does not depart from its own character in any way'. What (...) is its character? It is the character of possessing and acquiring no character similar to that of any of the objects said to enter it and disappear from it. Plato says too that it is space; the receptacle is what makes it true that each of those objects is somewhere. And finally, as if he had not already given us far too much to digest of this very rich subject, Plato adds that the Receptacle shakes its contents with a sort of winnowing motion, and in fact was already doing this even before the craftsman god had formed this world of ours. The question of this paper is: what is the function of this multifariously conceived entity, or principle, the Receptacle? I shall approach by asking what its contents are. (shrink)

This paper critically examines Weisberg’s weighted feature matching account of model-world similarity. A number of concerns are raised, including that Weisberg provides an account of what underlies scientific judgments of relative similarity, when what is desired is an account of the sorts of model-target similarities that are necessary or sufficient for achieving particular types of modeling goal. Other concerns relate to the details of the account, in particular to the content of feature sets, the nature of shared (...) features and the assumed independence of feature weightings. (shrink)

Our imaginings seem to be similar to our perceiving and remembering episodes in that they all represent something. They all seem to have content. But what exactly is the structure and the source of the content of our imaginings? In this paper, I put forward an account of imaginative content. The main tenet of this account is that, when a subject tries to imagine a state of affairs by having some experience, their imagining has a counterfactual (...) class='Hi'>content. What the subject imagines is that perceiving the state of affairs would be, for them, like having that experience. I discuss three alternative views of imaginative content, and argue that none of them can account for two types of error in imagination. The proposed view, I suggest, can account for both types of error while, at the same time, preserving some intuitions which seem to motivate the alternative views. (shrink)

Em questões ambientais, a relação dos seres humanos com a natureza é vista como um problema ético importante. Isso gerou várias posições éticas como antropocentrismo, biocentrismo, ecocentrismo e similares. Sobre a relação do homem com o animal, B. G. Nortor menciona que animais em “contexto” devem ter prioridade em relação a animais em “conteúdo”. Norton nomeia animais domesticados e animais selvagens mantidos em cativeiros como animais em “contexto”. Ele sustenta que devemos cuidar dos animais domesticados na medida em que temos (...) um contrato hipotético com eles (Norton, 2003). Ao mesmo tempo em que concordamos com a posição de Norton de cuidar dos animais domesticados, defendemos que sua compreensão do contrato e sua subsequente compreensão de “cuidado” como derivando de um valor instrumental dos animais reflete sua posição de um antropocentrismo fraco. Neste artigo, defendemos que uma ética do “cuidado” é mais significativa quando emerge de uma perspectiva não-antropocêntrica que trate o outro como valioso intrinsecamente.: In environment related issues, the relationship of human beings to nature is seen as an important ethical issue. This issue has resulted in various ethical positions like anthropocentrism, biocentrism, ecocentrism and like. On man’s relationship with animal beings, Bryan G. Norton mentions that animals in ‘context’ should be given priority over animals in ‘content’. Norton brings the domesticated animals and captive bred wild animals under the ‘context’ animals. Norton maintains that we should take care of the domesticated animals as we have a hypothetical contract with them. (Norton, Searching for Sustainability: Interdisciplinary Essays in the Philosophy of Conservation Biology, 2003) While we agree to Norton’s position of taking care of the domesticated animals, we maintain that his understanding of contract and his subsequent understanding of ‘care’ as stemming from an instrumental value of animals reflects his position of weak-anthropocentrism. In this paper, we claim that a ‘care’ based ethics is more meaningful when it emerges from a non-anthropocentric perspective that treat the other as intrinsically valued. Keywords : Content, Context, Intrinsic Value, Instrumental value, Pragmatism, Animal Care. (shrink)

SummaryExternalism in philosophy of mind is usually taken to be faced with the following difficulty: from the fact that meanings are externally individuated, it follows that the subjective character of mental states and events becomes problematic. On the basis of a well‐founded approach to similar problems in the philosophy of action, I propose a solution based on two connected issues: we should think of mental states not as beliefs, but as states of knowledge, and thought experiments, designed to strip off (...) the contribution of the world from the subject's contribution to the contents of his mental states, are doomed to fail. The allegedly subjective character of propositional contentful states is that they are agent‐specific states. Agent‐specificity is not in contradiction with mental states or intentional actions having a circumstantial nature. (shrink)

There is a great deal of terminological confusion in discussions of holism. While some well-known authors, such as Davidson and Quine, have used “holism” in various of their writings,2 it is not clear that they have held views attributed to them under that label, views that are said to have wildly counterintuitive results.3 In Davidson’s case, it is not clear that he is describing the same doctrine in each of his uses of “holism” or “holistic.” Critics of holism show a (...) similar license. My aim in this paper, therefore, cannot be to provide and to examine a characterization of content holism that matches every use that has been made of the term. I aim rather to give a precise form to a holistic doctrine at one end of a spectrum of views that ranges from localism or atomism about content to holism about content. This view has the wild consequences often attributed to holism. While it is dubious that anyone has ever seriously held the view I characterize,4 some view like it seems to be what critics often have in mind when arguing against content holism. It is therefore worthwhile to make it precise, to distinguish it from other, related views, and to examine its internal coherence. Thus, in this paper, I will, first, clarify the doctrine, or a doctrine, of content holism, and, second, argue that content holism (so characterized) is not just false (which may be readily granted) but self-contradictory. To begin, we must distinguish between meaning holism and content holism. Let us reserve the term “meaning holism” for doctrines which are about the conditions for the possibility of linguistic expressions having meanings. Meaning holism is therefore a doctrine in the domain of the philosophy of language. “Content holism,” in contrast, we will treat as a doctrine in the philosophy of mind, about the conditions for the possibility of a thought5 having a content. By “a content” we mean, intuitively, what.. (shrink)

In line with the semantic conception of scientific theories, I develop an account of the intertheory relation of comparative structural similarity. I argue that this relation is useful in explaining the concept of verisimilitude and I support this contention with a concrete historical example. Finally, I defend this relation against the familiar charge that the concept of similarity is insufficiently objective.

This chapter begins with an empirical analysis of attitudes towards the law, which, in turn, inspires a philosophical re-examination of the moral status of the rule of law. In Section 2, we empirically analyse relevant survey data from the US. Although the survey, and the completion of our study, preceded the recent anti-police brutality protests sparked by the killing of George Floyd, the relevance of our observations extends to this recent development and its likely reverberations. Consistently with prior studies, we (...) find that people’s ascriptions of legitimacy to the legal system are predicted strongly by their perceptions of the procedural justice and lawfulness of police and court officials’ action. Two factors emerge as significant predictors of people’s compliance with the law: (i) their belief that they have a (content-independent, moral) duty to obey the law (which is one element of legitimacy, as defined here); and (ii) their moral assessment of the content of specific legal requirements (‘perceived moral content of laws’). We also observe an interactive relationship between these two factors. At higher levels of perceived moral content of laws, felt duty to obey is a better predictor of compliance. And, similarly, perceived moral content of laws is a better predictor of compliance at higher levels of felt duty to obey. This suggests that the moral content incorporated in specific laws interacts with the normative force people ascribe to legal authorities by virtue of other qualities, specifically here procedural justice and lawfulness. In Section 3, the focus shifts to a philosophical analysis, whereby we identify a parallel (similarly interactive) modality in the way that form and content mutually affect the value of the rule of law. We advocate a distinctive alternative to two rival approaches in jurisprudential discourse, the first of which claims that Lon Fuller’s eight precepts of legality embody moral qualities not contingent on the law’s content, while the second denies any independent moral value in these eight precepts, viewing them as entirely subservient to the law’s substantive goals. In contrast, on the view put forward here, Fuller’s principles possess (inter alia) an expressive moral quality, but their expressive effect does not materialise in isolation from other, contextual factors. In particular, the extent to which it materialises is partly sensitive to the moral quality of the law’s content. (shrink)

The introduction of genomics and biobanking methodologies to the African research context has also introduced novel ways of doing science, based on values of sharing and reuse of data and samples. This shift raises ethical challenges that need to be considered when research is reviewed by ethics committees, relating for instance to broad consent, the feedback of individual genetic findings, and regulation of secondary sample access and use. Yet existing ethics guidelines and regulations in Africa do not successfully regulate research (...) based on sharing, causing confusion about what is allowed, where and when. In order to understand better the ethics regulatory landscape around genomic research and biobanking, we conducted a comprehensive analysis of existing ethics guidelines, policies and other similar sources. We sourced 30 ethics regulatory documents from 22 African countries. We used software that assists with qualitative data analysis to conduct a thematic analysis of these documents. Surprisingly considering how contentious broad consent is in Africa, we found that most countries allow the use of this consent model, with its use banned in only three of the countries we investigated. In a likely response to fears about exploitation, the export of samples outside of the continent is strictly regulated, sometimes in conjunction with regulations around international collaboration. We also found that whilst an essential and critical component of ensuring ethical best practice in genomics research relates to the governance framework that accompanies sample and data sharing, this was most sparingly covered in the guidelines. There is a need for ethics guidelines in African countries to be adapted to the changing science policy landscape, which increasingly supports principles of openness, storage, sharing and secondary use. Current guidelines are not pertinent to the ethical challenges that such a new orientation raises, and therefore fail to provide accurate guidance to ethics committees and researchers. (shrink)

This article conducts a mixed-method content analysis of Chinese and American news media coverage of Google DeepMind’s Go playing computer program, AlphaGo. Drawing on humanistic approaches to artificial intelligence, combined with an empirically rigorous content analysis, it examines the differences and overlap in coverage by the Chinese and American press in their accounts of AlphaGo, and its historic match with Korea’s Lee Sedol in March, 2016. The event was not only followed intensely in China, but also made the (...) front page of The New York Times. This article finds that the Chinese press was more likely than the American press to frame AlphaGo as non-threatening, which the authors attribute to cultural differences and the two countries' different understandings of Go. In addition to quantitatively identifying similarities and differences in the framing of AlphaGo, this paper also investigates the underlying and evolving contestations over what constitutes the “human” and the “machine.” It concludes by discussing the implications of the study’s findings as well as outlining avenues for further research. (shrink)

This paper explores the application of an affective content analysis to a selection of nanotechnology news articles gathered from selected newspapers. Thematic content analyses dominate current efforts to mine large text collections of popular science media; the addition of an affective analysis element can yield useful information to supplement future content analysis efforts. Using Whissell’s Dictionary of Affect in Language , the analysis rates news articles gathered over a twenty-two year period for their pleasantness, activeness, and imagery, (...) determining the mean affective tone in each category for the entire collection, four ‘content themes’ (business, national security, health, and environment), and the change in affective tone over the twenty-two year period these articles represent. Whereas the entire collection analyzed as a whole rates very similarly to the average found for everyday English language use and the ‘content themes’ show similar results, the change in affective tone over the years has been both significant and striking. A sample of results from three years of the twenty-two year period is then qualitatively explored to demonstrate to the reader the connection between the quantitative results of the Dictionary and the qualitative effect of the article’s word use and phrasing. The paper ends with a review of the technique’s success, implications for policymaking and public dialogue, and avenues for future use. (shrink)

Shared Content as Speaker Meaning Cappelen and Lepore have recently emphasised the significance of a minimal notion of perfectly shared content for pragmatic theories. This paper argues for a similar notion, but assumes that a satisfactory defence cannot be achieved along the lines of the existing debate between Minimalism and Contextualism. Rather, it is necessary to consistently distinguish two functional domains: the subjective processing domain and the interpersonal domain of communication, each with its own kind of utterance meaning. (...) I will argue that it is the mutually recognised content of the speaker's overt commitment that should be identified as ‘speaker meaning’. Diverging from the Gricean tradition, it is conventionally restricted, but genuinely pragmatic. Functional considerations show that it is, moreover, unnecessary to include further elements in ‘speaker meaning’. The distinction between two notions of utterance meaning with very different characteristics allows us to integrate the assumption of perfect sharing, which explains people's trust in communication, and the subjectivity of the hearer's inferences into a coherent and powerful model. (shrink)

Properly understood, content internalism is the thesis that any difference between the representational contents of two individuals' mental states reduces to a difference in those individuals' intrinsic properties. Some of the strongest arguments against internalism turn on the possibility for two "doppelgangers" –- perfect physical and phenomenal duplicates -– to differ with respect to the contents of those of their mental states that they can express using terms such as "I," "here," and "now." In this paper, I grant the (...) stated possibility, but deny that it poses any threat to internalism. Despite their similarities, doppelgangers differ in some of their intrinsic properties, and it is to such intrinsic differences that differences of indexical content reduce. (shrink)

I develop several new arguments against claims about "cognitive phenomenology" and its alleged role in grounding thought content. My arguments concern "absent cognitive qualia cases", "altered cognitive qualia cases", and "disembodied cognitive qualia cases". However, at the end, I sketch a positive theory of the role of phenomenology in grounding content, drawing on David Lewis's work on intentionality. I suggest that within Lewis's theory the subject's total evidence plays the central role in fixing mental content and ruling (...) out deviant interpretations. However I point out a huge unnoticed problem, the problem of evidence: Lewis really has no theory of sensory content and hence no theory of what fixes evidence. I suggest a way of plugging this hole in Lewis's theory. On the resulting theory, which I call " phenomenal functionalism", there is a sense in which sensory phenomenology is the source of all determinate intentionality. Phenomenal functionalism has similarities to the theories of Chalmers and Schwitzgebel. (shrink)

This commentary examines the challenges faced by metaverse platforms in cross-border content moderation, focusing on the implications for freedom of expression and nondiscrimination. It highlights the difficulties in determining what to remove for which users as well as how to do so, which has serious implications for freedom of expression and our shared sense of reality. Proto-metaverse platforms such as Roblox and Minecraft face similar questions, but have not yet encountered major cross-jurisdictional issues because, as looking at traditional social (...) media platforms reveals, content moderation is not merely a question of law and policy, but also of geopolitics and government priorities. To avoid a “lowest common denominator effect” where freedom of expression is infringed upon worldwide and discrimination is entrenched, this commentary argues that metaverse platforms must clarify their moderation policies, assess their entry into specific markets based on local laws and their own values, and be prepared to exit overly restrictive markets. (shrink)

The study defines two main research areas of ideas about a rescuer psychologist. The first area is devoted to the issue of creating social representations about the specialist psychologist and his/her relations with representatives of other professional groups. The other area is represented by works focused on the direct analysis of the profession of psychologist, specific peculiarities of professional activity and personal characteristics of the psychologist. It is indicated that the study of the representations about rescuer psychologist’ involves collective consciousness, (...) and the main direction that allows to solve the reconstruction problem of idea about a rescuer psychologist in the system of categories and conceptual coordinates is psychosemantics. For this purpose, the method of associative experiment defines the basic constructs used by the population to evaluate the representation about a psychologist. The obtained words associations were used to develop a method of semantic scaling of the concept "Psychologist". The research has constructed the semantic profiles of perception of a civilian psychologist and a rescuer psychologist, their most pronounced characteristics were defined. With the help of multidimensional scaling the place of rescuer psychologist in psychosemantic space of psychologists of different kinds of activity was determined. Thus, the rescuer psychologist has the closest professional similarity with a military psychologist and forensic psychologist. According to the respondents' opinion, he/she mainly provides psychological correction and rehabilitation, he/she has to work in uncomfortable and dangerous conditions, and also to deal with both individual and group psychological problems. (shrink)

The notions of psychological similarity and probabilistic learning are key posits in cognitive, computational, and developmental psychology and in machine learning. However, their explanatory relationship is rarely made explicit within and across these research fields. This opinionated review critically evaluates how these notions can mutually inform each other within computational cognitive science. Using probabilistic models of concept learning as a case study, I argue that two notions of psychological similarity offer important normative constraints to guide modelers’ interpretations of (...) representational primitives. In particular, the two notions furnish probabilistic models of cognition with meaningful interpretations of what the associated subjective probabilities in the model represent and how they attach to experiences from which the agent learns. Similarity representations thereby provide probabilistic models with cognitive, as opposed to purely mathematical, content. (shrink)

It is commonly assumed that content preservation is required for success in testimonial exchanges. Many content internalists, however, cannot endorse this assumption. They must claim instead that testimonial exchanges can often succeed when the content grasped by the hearer is not the content of the speaker’s testimony, p, but some merely similar content, p*. Goldberg (2007. Anti-Individualism: Mind and Language, Knowledge and Justification. Cambridge: Cambridge University Press) argues that this internalist approach is epistemically problematic: it (...) cannot maintain certain features thought to be characteristic of testimonial exchanges. I argue that, contrary to appearances, the internalist’s account is just as epistemically respectable as the traditional ‘same content’ approach favoured by externalists. (shrink)

SummaryExternalism in philosophy of mind is usually taken to be faced with the following difficulty: from the fact that meanings are externally individuated, it follows that the subjective character of mental states and events becomes problematic. On the basis of a well‐founded approach to similar problems in the philosophy of action, I propose a solution based on two connected issues: we should think of mental states not as beliefs, but as states of knowledge, and thought experiments, designed to strip off (...) the contribution of the world from the subject's contribution to the contents of his mental states, are doomed to fail. The allegedly subjective character of propositional contentful states is that they are agent‐specific states. Agent‐specificity is not in contradiction with mental states or intentional actions having a circumstantial nature. (shrink)

It is meaningful for a researcher to find some proper collaborators in complex academic tasks. Academic collaborator recommendation models are always based on the network embedding of academic collaborator networks. Most of them focus on the network structure, text information, and the combination of them. The latent semantic relationships exist according to the text information of nodes in the academic collaborator network. However, these relationships are often ignored, which implies the similarity of the researchers. How to capture the latent (...) semantic relationships among researchers in the academic collaborator network is a challenge. In this paper, we propose a content-enhanced network embedding model for academic collaborator recommendation, namely, CNEacR. We build a content-enhanced academic collaborator network based on the weighted text representation of each researcher. The content-enhanced academic collaborator network contains intrinsic collaboration relationships and latent semantic relationships. Firstly, the weighted text representation of each researcher is obtained according to its text information. Secondly, a content-enhanced academic collaborator network is built via the similarity of the weighted text representation of researchers and intrinsic collaboration relationships. Thirdly, each researcher is represented as a latent vector using network representation learning. Finally, top- k similar researchers are recommended for each target researcher. Experiment results on the real-world datasets show that CNEacR achieves better performance than academic collaborator recommendation baselines. (shrink)

Much of the philosophical work on perception has focused on vision. Recently, however, philosophers have been turning their attention to the ‘other modalities’. In a pair of entries, I consider olfaction—a sense modality that, along with gustation, has been largely overlooked by philosophers. In this first entry, I consider the challenge that olfactory experience presents to upholding a representational view of the sense modalities. It is common for philosophers to think that visual experience is world‐directed and, in particular, that it (...) is representational. World‐directed views contrast with subjectivist views—views according to which experiences are raw feels or mere sensations. Unlike visual experience, olfactory experience doesn't obviously support a representational view. Indeed, given its phenomenology, a subjectivist view of olfactory experience might seem unavoidable. But it is not. Once we begin to unravel ourselves from the dominant visual model of perception, we see that there is a representational view available that honors the phenomenology of olfactory experience. In turn, we learn that although there are some basic similarities between visual experience and olfactory experience, there are significant differences that prevent us from making easy generalizations from the visual case. (shrink)

This study sought to identify content on the federal budget, national debt, and budget deficit in the 12 most commonly used high school and college-leveleconomics textbooks. Our systematic review of these sources leads to two key findings: (1) Textbooks are similar in how they represent fiscal policy yet treatthe federal budget, deficit, and debt differently across the sample, and (2) Textbooks treat the federal budget, budget deficit, and national debt as theoretical, without an examination of values and systemic electoral (...) and budgetary politics. These findings lead us to argue that curriculum is needed that will permit a careful examination of how everyday citizens can gain knowledge, acknowledge values, and work towards a reasoned and realitybased view of what is at stake with regard to these issues in the 21st Century. (shrink)

In his recent article “The Phenomenology and Intentionality of Emotions”, York Gunther offers views concerning the relations among feeling, emotional content, and attitude. Taken separately, most of these views, or the intuitions behind them, have considerable force. I contend, however, that the overarching argument does not go through: the correspondence between attitude and feeling on the one hand, and the intimacy of feeling and content on the other, do not secure that attitude and content connect in a (...) similar way. (shrink)

It is now 25 years since Gareth Evans introduced the distinction between conceptual and nonconceptual content in The Varieties of Reference. This is a fitting time to take stock of what has become a complex and extended debate both within philosophy and at the interface between philosophy and psychology. Unfortunately, the debate has become increasingly murky as it has become increasingly ramified. Much of the contemporary discussion does not do full justice to the powerful theoretical tool originally proposed by (...) Evans and subsequently refined by theorists in the late 1980’s and early 1990’s – most effectively, I think, by Christopher Peacocke (particularly in his 1992). Even worse, significant parts of the discussion are somewhat confused. This paper makes a start on clarifying what I think ought to be the central issues in debates about nonconceptual content. I begin in §1 by pointing out how narrowly focused contemporary discussion is relative to Evans’s original discussion. We are not making as much use as we should of nonconceptual content as a tool for understanding subpersonal information processing and the complexities of its status relative to perception and thought at the personal level. In §2 I turn to what is the central focus of contemporary discussion, namely, the content of perception and identify a “master argument” for nonconceptualism based on the relation between conceptual capacities and capacities for perceptual discrimination. The aim of §3 is to clarify the relation between the claim that perception has nonconceptual content and some superficially similar claims discussed by philosophers of perception. Finally, in §4 I explain why the attention recently focused on what is sometimes called the state version of the nonconceptualist thesis seems to me to be misdirected. (shrink)

Popper’s original definition of verisimilitude in terms of comparisons of truth content and falsity content has known counter-examples. More complicated approaches have met with mixed success. This paper uses a new account of logical content to develop a definition of verisimilitude that is close to Popper’s original account. It is claimed that Popper’s mistake was to couch his account of truth and falsity content in terms of true and false consequences. Comparison to a similar approach by (...) Schurz and Wiengartner show certain advantages of this new approach. (shrink)

Despite the enormous growth in happiness research in recent decades, there remains a lack of consistency in the use of the terms happiness, satisfaction, contentment and well-being. In this article I argue for a sociologically grounded distinction between happiness and contentment that defines the former as positive affect and the latter as positive reflection. Contentment is therefore understood as a fulfilling relationship with the self and society and happiness involves pleasurable experiences. There is a history of similar distinctions in philosophy (...) and psychoanalysis, but much of the contemporary discourse fails to distinguish between individual and collective definitions of happiness. This article will argue that happiness and contentment ought not to be treated as competing approaches to the good life, but as complimentary forms of emotional experience. Further, I argue that the current interest in happiness can be linked to larger culture shifts involving neoliberalism and individualism. (shrink)

Jerry Fodor now holds (1990) that the content of mental state types opaquely taxonomized (de dicto content: DDC) is determined by the 'orthographical' syntax + the computational/functional role of such states. Mental states whose tokens are both orthographically and truth-conditionally identical may be different with regard to the computational/functional role played by their respective representational cores. This make them tantamount to different contentful states, i.e. states with different DDCs, insofar as they are opaquely taxonomized. Indeed they cannot both (...) be truthfully ascribed to a single subject at the same time. Some years ago (1987), Fodor postulated a notion of mental content which also went beyond that of a mental state's truth-conditions. States whose tokens differ in their truth-conditions, or broad content, might, he claimed, still share a narrow content (NC), which was causally responsible for the shared behavior of the subjects of these states. For instance, two molecularly identical individuals, living in environments in all respects the same, except for the chemical substance of the phenomenically indistinguishable liquids filling their respective lakes and rivers, would behave similarly when having truth-conditionally different thoughts regarding those liquids. According to Fodor, this sameness of behavior was causally dependent on the sameness of the NC of the two individuals' truth-conditionally different thoughts. Now, this way of individuating mental states is still of interest for semantics. Indeed, NC allows one contextually to fix the broad content of a mental state token. Echoing Kaplan's notion of character,1 Fodor explained NC as a function that mapped contexts (of thought) onto broad contents. NC was thus invoked by Fodor mainly in order to account for sameness of intentional behavior. But DDC also plays a role in explaining intentional behavior, precisely by explaining why a subject whose thought-tokens have identical truthconditions may behave differently.. (shrink)

Holistic views of content claim that we each speak and think in distinct and idiosyncratic idiolects: although we may often entertain thoughts with similar contents, the content of our thoughts can...

This paper shows how the dream archive and search engine on DreamBank.net, a Web site containing over 22,000 dream reports, can be used to generate new findings on dream content, some of which raise interesting questions about the relationship between dreaming and various forms of waking thought. It begins with studies that draw dream reports from DreamBank.net for studies of social networks in dreams, and then demonstrates the usefulness of the search engine by employing word strings relating to religious (...) and sexual elements. Examples from two lengthy individual dream series are used to show how the dreams of one person can be studied for characters, activities, and emotions. A final example shows that accurate inferences about a person’s religious beliefs can be made on the basis of reading through dreams retrieved with a few keywords. The overall findings are similar to those in studies using traditional forms of content analysis. (shrink)

To summarize, in order for rational agents to be able to engage in the sophisticated kinds of reasoning exemplified by human beings, they must be able to introspect much of their cognition. The problem of other minds and the problem of knowing the mental states of others will arise automatically for any rational agent that is able to introspect its own cognition. The most that a rational agent can reasonably believe about other rational agents is that they have rational architectures (...) similar to its own, and that they have thoughts related to their rational architectures in certain ways. This leads to Rational Functionalism as an account of what it is to be a cognizer having mental states. That in turn entails that a computer can be a person in precisely the same sense as my next door neighbor if it can appropriately mimic my rational architecture. There is nothing I could know about my neighbor that I could not believe with equal justification about the computer. Rational Functionalism also makes it reasonable to define the narrow content of a thought to be its overall place in the agent's rational architecture, that is, its conceptual role. This is, however, avery narrow notion of content. For practical purposes, we are not interested in knowing the narrow contents of other people's thoughts. We are only interested in rather general properties of those narrow contents. This is what is expressed by the use ofthat-clauses in public language. (shrink)

Ageing is associated with declines in several cognitive abilities including working memory. The goal of the present study was to assess whether emotional information could reduce the age gap in the quantity and quality of representations in visual WM. Young and older adults completed a serial image recognition task and a colour-image binding task. Results of the SIR task showed worse performance for negative than neutral and positive images within the older group, hence enlarging the age gap in WM. In (...) the CIB task, recall precision was lower in the old than young adults, showing an ageing decline in the quality of WM representations. Positive images tended to improve precision, but this boost was similar for both age groups. In sum, emotional content did not reduce the age gap in visual WM. (shrink)

Sometimes your concept and mine have exactly the same content. When this is so, it is comparatively easy for me to understand what you say when you deploy your concept, for us to disagree, agree, and so on. But what if your concept and mine do not have exactly the same content? This question has occupied a number of philosophers, including Paul Churchland, Jerry Fodor, and Ernie Lepore. This paper develops a novel and rigorous measure of concept (...) class='Hi'>similarity, Proportion, such that concepts with different contents but sufficiently high Proportion scores will also conduce to understanding, agreement, and disagreement. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Social and Moral Aspects of the WarBertrand Russell and Introduced by Andrew G. BoneAmong nine loose-leaf folders of typed transcriptions of Russell's History of Western Philosophy lectures at the Barnes Foundation1 are two copies of a fourteen-page stenographic record of a political talk he gave there on 2 March 1941.2 The bulk of this significant new accrual to the Russell Archives, bearing as it does on Russell's most (...) successful philosophical work, could stimulate much further research and textual study. But his isolated Barnes lecture, about the politics of American neutrality, Nazi Germany's brutal and expansionist dictatorship, and the causes and possible consequences of the war against it, is also of considerable interest.The transcription reads more like detailed notes than a verbatim account, and there is no evidence that Russell approved this text.3 The stenographer initially recorded Russell in the third person, dispensed with this device before the second [End Page 52] paragraph, but then occasionally returned to it.4 There is also more enumeration of Russell's points than he would have supplied in a prepared script. Even the title may not be his: there is nothing in the text on any social changes wrought by the war. But this title has been retained in the absence of a more plausible alternative in a short report of the speech (quoting sixteen sentences) in the next day's Philadelphia Evening Bulletin.5 Russell's hour-long address on the "Social and Moral Aspects of the War" appears to have been the only occasion when he "laid philosophy aside"6 at the Barnes Foundation. It was delivered on a Sunday to an audience of 160 students (and possibly some invitees, although none are mentioned in the newspaper article), sandwiched between two of his weekly philosophical lectures (on Socrates and Sparta7) in the series scheduled for each Thursday.In opening his case for the United States joining the Allied war effort, Russell challenged the arguments for the "policy of conciliation" which, by his own recent admission in the New York Times,8 he had earlier endorsed. Published two weeks before Russell spoke on a similar topic at the Barnes Foundation, this 2,000-word letter to the editor served as a very detailed and public renunciation of the pacifist viewpoint—neutrality for national governments combined with non-resistance for individuals—which Russell had promoted in Which Way to Peace? (1936) and continued to condone after the Munich Agreement (September 1938) and even the dismemberment of Czechoslovakia (March 1939).Yet Russell the "relative political pacifist"9 also admitted in this most programmatic statement of his prewar position that "In other times and other circumstances, I should be prepared to consider gains and losses, and to concede that war might be worth while" (WWP, pp. 151–2).That moment had obviously arrived and may have done so already when on 15 October 1939 Russell confided to Constance Malleson that his passionate desire for a British victory made a "thorough-going pacifism difficult" (ra Rec. Acq. 596). But six months later he still did "not feel sufficiently sure of the opposite to say anything publicly by way of recantation"—before adding in this letter to Gilbert Murray that "it may come to that" (21 April 1940, ra Rec. Acq. 71g). It clearly did shortly afterwards—when the "phoney war" in Western Europe was dramatically ended by the invasion of France and the [End Page 53] Low Countries. On 13 May Russell asked the editor of the New Statesman and Nation to notify its readers that he had abandoned his once strongly held pacifist convictions.10In his lecture to the Barnes Foundation, Russell turned next to the defence of American non-intervention by Robert M. Hutchins (see n. 16 below)—which he had already critiqued in the New York Times. Although rather precariously situated as a resident alien in the United States, Russell was hardly circumspect about pushing a policy that so sharply divided American opinion.11 He also listed the faults of the League of Nations and the most grievous diplomatic mistakes made since the end of the last war and the fatally... (shrink)

Content-based image retrieval (CBIR) is a technique used to retrieve image from an image database. However, the CBIR process suffers from less accuracy to retrieve many images from an extensive image database and prove the privacy of images. The aim of this article is to address the issues of accuracy utilizing deep learning techniques such as the CNN method. Also, it provides the necessary privacy for images using fully homomorphic encryption methods by Cheon–Kim–Kim–Song (CKKS). The system has been proposed, (...) namely RCNN_CKKS, which includes two parts. The first part (offline processing) extracts automated high-level features based on a flatting layer in a convolutional neural network (CNN) and then stores these features in a new dataset. In the second part (online processing), the client sends the encrypted image to the server, which depends on the CNN model trained to extract features of the sent image. Next, the extracted features are compared with the stored features using a Hamming distance method to retrieve all similar images. Finally, the server encrypts all retrieved images and sends them to the client. Deep-learning results on plain images were 97.87% for classification and 98.94% for retriever images. At the same time, the NIST test was used to check the security of CKKS when applied to Canadian Institute for Advanced Research (CIFAR-10) dataset. Through these results, researchers conclude that deep learning is an effective method for image retrieval and that a CKKS method is appropriate for image privacy protection. (shrink)