The organization of our knowledge about the world into an interconnected network of concepts linked by relations profoundly impacts many facets of cognition, including attention, memory retrieval, reasoning, and learning. It is therefore crucial to understand how organized semantic representations are acquired. The present experiment investigated the contributions of readily observable environmental statistical regularities to semantic organization in childhood. Specifically, we investigated whether co‐occurrence regularities with which entities or their labels more reliably occur together than with others (a) contribute (...) to relations between concepts independently and (b) contribute to relations between concepts belonging to the same taxonomic category. Using child‐directed speech corpora to estimate reliable co‐occurrences between labels for familiar items, we constructed triads consisting of a target, a related distractor, and an unrelated distractor in which targets and related distractors consistently co‐occurred (e.g., sock‐foot), belonged to the same taxonomic category (e.g., sock‐coat), or both (e.g., sock‐shoe). We used an implicit, eye‐gaze measure of relations between concepts based on the degree to which children (N = 72, age 4–7 years) looked at related versus unrelated distractors when asked to look for a target. The results indicated that co‐occurrence both independently contributes to relations between concepts and contributes to relations between concepts belonging to the same taxonomic category. These findings suggest that sensitivity to the regularity with which different entities co‐occur in children's environments shapes the organization of semantic knowledge during development. Implications for theoretical accounts and empirical investigations of semantic organization are discussed. (shrink)

We investigated the emergence of sociolinguistic indexicality using an artificial-language-learning paradigm. Sociolinguistic indexicality involves the association of linguistic variants with nonlinguistic social or contextual features. Any linguistic variant can acquire “constellations” of such indexical meanings, though they also exhibit an ordering, with first-order indices associated with particular speaker groups and higher-order indices targeting stereotypical attributes of those speakers. Much natural-language research has been conducted on this phenomenon, but little experimental work has focused on how indexicality emerges. Here, we present three (...) miniature artificial-language experiments designed to break ground on this question. Results show ready formation of first-order indexicality based on co-occurrence alone, with higher-order indexicality emerging as a result of extension to new speaker groups, modulated by the perceived practical importance of the indexed social feature. (shrink)

The VIA Classification on character strengths and virtues suggests 24 character strengths clustered into six core virtues. Three recent studies employed different methods for testing the assignment of character strengths to virtues, and generally supported the VIA classification. However, the co-occurrence of character strengths and virtues within individuals has not been examined yet. Another untested assumption is that an individual’s composition of character strengths is related to being considered of “good character.” Thus, the present study addresses three research questions: How (...) do character strengths and measured virtues co-occur within individuals? How does the number of character strengths an individual possesses within a virtue cluster relate to their level of the respective virtue? How does the composition of an individual’s character strengths relate to being considered of “good character”? We combined data from different studies to obtain a sample of N = 1,241 participants aged 18 to 92 years. All participants completed assessments of character strengths and virtues. Regarding, we found a high convergence of the correlations between strengths and virtues and the VIA Classification: 22 out of 24 character strengths correlated with the assigned virtue. Also, 15 character strengths showed the numerically highest correlation with their assigned virtue. Regarding, overall, we found a linear trend between the number of strengths within one cluster and the virtue level. Regarding, we found higher levels of reported “good character” in those who possessed either at least one character strength in each virtue cluster or all character strengths in at least one virtue compared to those who did not. The present results contribute to the discussion regarding the structure of character: individuals’ character strengths relate to differences in virtues, across different measures and data sources. Relationships were mostly as expected, and deviations were consistent with results obtained using other approaches. (shrink)

There is growing evidence that some individuals engage in both self-harm and aggression during the course of their lifetime. The co-occurrence of self-harm and aggression is termed dual-harm. Individuals who engage in dual-harm may represent a high-risk group with unique characteristics and pattern of harmful behaviours. Nevertheless, there is an absence of clinical guidelines for the treatment and prevention of dual-harm and a lack of agreed theoretical framework that accounts for why people may engage in this behaviour. The present work (...) aimed to address this gap in the literature by providing a narrative review of previous research of self-harm, aggression and dual-harm, and through doing so, presenting an evidence-based theory of dual-harm – the cognitive-emotional model of dual-harm. This model draws from previous studies and theories, including the General Aggression Model, diathesis-stress models and emotional dysregulation theories. The cognitive-emotional model highlights the potential distal, proximal and feedback processes of dual-harm, the role of personality style and the possible emotional regulation and interpersonal functions of this behaviour. In line with our theory, various clinical and research implications for dual-harm are suggested, including hypotheses to be tested by future studies. (shrink)

Background: The comorbidity of posttraumatic stress disorder and depression is common among people living with the HIV. Given the high prevalence and serious clinical consequences of the comorbidity of these two disorders, we conducted a latent profile analysis to examine the co-occurrence pattern of PTSD and depression in PLWH.Methods: The data for this cross-sectional study of PLWH were collected from 602 patients with HIV in China. A secondary analysis using latent profile analysis was conducted to examine HIV-related PTSD and depression (...) symptoms.Results: A four-class solution fits the data best, with the four classes characterized as asymptomatic, mild symptoms, low to moderate symptoms, and high to moderate symptoms. The severity of PTSD and depression symptoms was comparable in this solution, and no group was dominated by PTSD or depression.Conclusion: The absence of a distinct subcluster of PLWH with only PTSD or depression symptoms supports that PTSD and depression in PLWH are psychopathological manifestations after traumatic exposures. Health care staff should pay more attention to the existence of comorbid symptoms of individuals, develop integrated interventions for the symptoms cluster, and evaluate their effectiveness in clinical practice. (shrink)

ABSTRACTAfter co-occurrence of a neutral conditioned stimulus with an affective unconditioned stimulus, the evaluation of the CS acquires the US valence. This effect disappears when infor...

Teaching is hypothesized to be a species-typical behavior in humans that contributed to the emergence of cumulative culture. Several within-culture studies indicate that foragers depend heavily on social learning to acquire practical skills and knowledge, but it is unknown whether teaching is universal across forager populations. Teaching can be defined ethologically as the modification of behavior by an expert in the presence of a novice, such that the expert incurs a cost and the novice acquires skills/knowledge more efficiently or that (...) it would not acquire otherwise. One behavioral modification hypothesized to be an adaptation for teaching is ostensive communication—exaggerations of prosody and gesture that signal intent to transmit generalizable knowledge and indicate the intended receiver. On this view, the use of ostensive communication in conjunction with the transmission of generalizable knowledge constitutes evidence of teaching. Oral storytelling appears to meet these criteria: Indigenous peoples regard their traditions as important sources of ecological and social knowledge, and oral storytelling is widely reported to employ paralinguistic communication. To test this hypothesis, descriptions of performed narrative in forager societies were coded for the use of 14 ostensive-communicative behaviors and the presence of generalizable knowledge. Although biased toward North America, the study sample comprised 53 forager cultures spanning five continents, 34 language families, and diverse biomes. All cultures evinced the predicted behaviors. Results suggest that foragers use storytelling as a mode of instruction, thus providing cross-cultural evidence of teaching in forager populations. (shrink)

The embodiment approach has shown that motor neural networks are involved in the processing of action verbs. There is developmental evidence that embodied effects on verb processing are already present in early years. Yet, the ontogenetic origin of this motor reuse in action verbs remains unknown. This longitudinal study investigates the co-occurrence of manual verbs and actions during mother-child daily routines when children were 1 to 2 and 2 to 3 years old. Eight mother-child dyads were video-recorded in 3-month intervals (...) across 12 months, and the timing of verbs and manual actions were coded by independent observers. Results showed that the probability of matched verb-action co-occurrences were much higher than that of random co-occurrences for Group 1 and Group 2, respectively. The distributions of the verb-action temporal intervals in both groups were quite symmetrical and skewed with the peak corresponding to both 0.00 s synchronic intervals and the shortest +5 s interval. Mother-led instances occurred in both groups whereas child-led instances were restricted to Group 2. Mothers pragmatically aligned their verbal productions, since they repeatedly used those verbs they shared with their children’s repertoire. In conclusion, the early multisensory communicative and manipulative scene affords grounding of verb meanings on the ongoing actions, facilitating verb-action pairing in the realm of social interactions, providing a new dimension to the prevailing solipsistic approach to embodiment. (shrink)

Starting from the notion of a structural relation between war and rape in patriarchal systems, this article aims at pointing out how this relation is reflected in the co-occurrence of war and marriage metaphors in mergers and acquisitions (M&A) discourse. Critical Discourse Analysis is combined with cognitive metaphor theory to show how metaphors of marriage and romance ("MERGERS ARE MARRIAGES") tend to co-occur with war and various derived metaphors ("M&As ARE BATTLES FOR TERRITORY"). The significance of these co-occurrences is illustrated (...) through corpus data from genres such as newspaper reports and journal articles. Results of additional qualitative analysis are drawn upon to investigate whether the well-established marriage metaphor functions as an ideologically invested euphemism for rape metaphors. Because the latter are more often than not conspicuously absent, the notion of metaphor gaps is introduced and discussed briefly. (shrink)

In this paper we examine titles of early modern German dissertations with regard to their ‘interdiscplinarity’, challenging the established consensus that interdisciplinarity evolved only in the 18th century. Based on the construction and analysis of a co-occurrence network of 909 dissertation titles published in the 17thc entury it can be shown that various dimensions of early modern interdisciplinarity should be distinguished. This concerns dissertations that connect philosophical disciplines to the ‘higher’ faculties of the early modern university (theology, jurisprudence, medicine) as (...) well as titles that connect theoretical and practical subdisciplines of philosophy itself. We also observe that the emerging disciplines of historiography and philology seem to play a prominent role in the emergence of early modern interdisciplinarity. On a structural level it seems to be misguided to construe the early modern system of knowledge as a ‘tree’. It rather seems that relations betweeen disciplines in this period exhibit both tree-like and lattice-like features. (shrink)

This dataset documents results and code for the paper "Interdisciplinarity in the 17th Century? A Co-Occurrence Analysis of Early Modern German Dissertation Titles" by Stefan Heßbrüggen-Walter, forthcoming in *Synthese*. The data to be processed are contained in four files, derived from a larger dataset related to German dissertations and sourced from the national bibliography of 17th century German prints *VD 17* that will be released at a later date. More information can be found in the file `README.md`.

Studies of occupational sex segregation rely on the sociocultural model to explain why some occupations are numerically dominated by women and others by men. This model argues that occupational sex segregation is driven by norms about gender-appropriate work, which are frequently conceptualized as gender-typed skills: work-related tasks, abilities, and knowledge domains that society views as either feminine or masculine. The sociocultural model thus explains the primary patterns of occupational sex segregation, which conform to these norms: Requirements for feminine skills increase (...) with women’s representation in the occupation. However, the model does not adequately explain cases of segregation that deviate from these norms or investigate the ways in which feminine and masculine skills co-occur in occupations. The present study fills these gaps by evaluating two previously untested explanations for deviations from the sociocultural model. The findings show that requirements for physical strength increase with women’s representation in professional occupations because physical strength skills co-occur with substantially higher requirements for feminine skills that involve helping and caring for others. These results indicate that the sociocultural model, and more generally explanations for how gender norms drive occupational sex segregation, can be improved by examining patterns of gender-typed skill co-occurrence. (shrink)

ABSTRACTIt has been widely believed that individuals transform high-intensity shame into anger because shame is unbearably painful. This phenomenon was first coined “humiliated fury,” and it has since received empirical support. The current research tests the novel hypothesis that shame-related anger is not universal, yet hinges on the cultural meanings of anger and shame. Two studies compared the occurrence of shame-related anger in North American cultural contexts to its occurrence in Japanese contexts. In a daily-diary study, participants rated anger and (...) shame feelings during shame situations that occurred over one week. In a vignette study, participants rated anger and shame in response to standardised shame vignettes that were generated in previous research by either U.S. or Japanese respondents. Across the two studies, and in line with previous research on humiliated fury, shame predicted anger for U.S. parti... (shrink)

It has been contended that an event as a whole does not occur but, rather, is only occurring when any one of its temporal parts occurs1 I shall consider here the mereological implications of drawing a distinction between the time of an event’s occurrence- its duration- and the times of its occurring- the duration of any one of its proper temporal parts. In particular, I intend to see whether it allows one to avoid having co-located events in one’s ontology.

This paper proposes deep and fundamental structures of communication among persons in a “coexistential” setting. The basic framework for this formalization of communication structures is Leibnizian notions of space and time together with the notion of the Existential Graph by C. S. Peirce and that of the Petri net, more precisely, the occurrence net. The fundamental structures of coexistential communication are then formalized as co-creation of Leibnizian space and time in such a manner that they are used to link the (...) communicated messages, thus establishing the “coexistential atmosphere and field” (“Ba” in Japanese) among the individuals. This framework is then applied to the analysis of theater play communication. Finally, the framework of information edaphology is also introduced to discuss the growth processes of individuals and communities through coexistential communication. (shrink)

Les coocurrences ont surtout servi jusqu’ici à établir les relations, principalement sémantiques, que les mots ont entre eux. On les relevait certes dans un corpus, mais de façon indifférenciée, sans opposer les textes les uns aux autres. Or la comparaison des textes est la démarche habituelle quand la lexicométrie s’occupe des mots simples. On se propose ici d’étendre aux données cooccurrentielles les méthodes et les outils statistiques qui ont fait leurs preuves au niveau lexical. New Statistical Processing of Co-occurences by (...) HYPERBASE. The co-occurrences have mainly been studied to establish semantic relations, i.e., the relation in-between words. Certainly, they use to be extracted from a corpus, but indiscriminately, without taking into consideration the text divisions. When dealing with simple words, the usual approach is the comparison of texts. Here, we propose to extend those methods, approved at the lexical level, and to enlarge the application of statistical tools even to co-occurrential data. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:BOOK REVIEWS Good and Evil: Interpreting a Human Condition. By EDWARD FARLEY. Minneapolis, Minn.: Fortress Press, 1990. Pp. xxi + 295. The Evils of Theodicy. By TERRENCE W. TILLEY. Washington, D.C.: Georgetown University Press, 1990. Pp. xii + 277. The Co-Existence of God and Evil. By JANE MARY TRAU. New York, N.Y.: Peter Lang, 1991. Pp. 109. Evil is deeply and endlessly fascinating to the religious mind. On the (...) one hand, it challenges religion. The existence of the evils within our ken poses a threat to the rationality of central tenets of theism; the presence of overwhelming evils within our lives can threaten the viabil· ity of our religious attitudes and practices. On the other hand, religions typically offer strategies for coping with evil. They propose explanations of its origins that may aid us in understanding it, and they con· tain salvific practices that are meant to lead to redemption from sin or the cessation of suffering. So religious responses to evil are bound to be complex, and this complexity will inevitably be reflected in the treatment of evil in academic discourses. In addition, the present academic division of labor results in religion being studied in many disciplines. Each of them has its own traditions and agendas, and this often leads to a diversity of approaches that gives interdisciplinary dis· cussion of religious responses to evil something of the air of conversa· tion after Babel. The three books under review here, which represent the disciplines of philosophy, religious studies, and theology, illustrate nicely both the complexity and the diversity. Jane Mary Trau, who is Associate Professor of Philosophy at Barry University, has written a short essay in analytic philosophy of religion proposing a solution to the logical problem of evil. The problem arises from the fact that there are arguments purporting to show that the proposition that God is omniscient, omnipotent, and omnibenevolent is inconsistent with the proposition that evil exists. One way to solve the problem would be to find a possibly true proposition such that it is consistent with the proposition ·that God is omniscient, omnipotent, and omnibenevolent and together with that proposition entails that evil exists. Alvin Plantinga's celebrated free-will defense offers a solution of this sort. Trau's alternative solution is a version of the familiar greater-goods defense. Trau's main claim is that it is possible that evil has positive value. An evil has positive value if it is logically necessary for some greater 525 526 BOOK REVIEWS good, and it certainly seems to he possible that some evils have positive value. Thus, for example, suppose God creates nothing other than two angels, A and B. Nothing interrupts the felicity of either hut a mild pang of sorrow felt by A, to which B responds with compassion. A's sorrow is logically necessary for the greater good of B's compassionate response to A's sorrow. Hence A's sorrow is an evil that has positive value. Moreover, the proposition that evils with positive value exist is consistent with the proposition that God is omniscient, omnipotent, and omnihenevolent. So the existence of evil is consistent with the existence of an omniscient, omnipotent, and omnihenevolent deity. In other words, Trau's version of the greater-goods defense does seem to provide a solution to the logical problem of evil. But that is not to say that all the evils there actually are or even all those we know about do or could have positive value. Thus it does not follow, without further assumptions, that the existence of all the evils there actually are is consistent with the existence of an omniscient, omnipotent, and omnihenevolent deity. In a discussion of natural evil near the end of her hook, Trau acknowledges the need for such additional assumptions. She says: "Four assumptions underlie the claim that natural evils have positive value: (1) The material universe has positive value. (2) The material universe must function in a way that requires the occurrence of natural evils as secondary effects. (3) The material universe is either the best or the only possible universe. (4) If the universe as we know it did not function the way it does... (shrink)

Les coocurrences ont surtout servi jusqu’ici à établir les relations, principalement sémantiques, que les mots ont entre eux. On les relevait certes dans un corpus, mais de façon indifférenciée, sans opposer les textes les uns aux autres. Or la comparaison des textes est la démarche habituelle quand la lexicométrie s’occupe des mots simples. On se propose ici d’étendre aux données cooccurrentielles les méthodes et les outils statistiques qui ont fait leurs preuves au niveau lexical. New Statistical Processing of Co-occurences by (...) HYPERBASE. The co-occurrences have mainly been studied to establish semantic relations, i.e., the relation in-between words. Certainly, they use to be extracted from a corpus, but indiscriminately, without taking into consideration the text divisions. When dealing with simple words, the usual approach is the comparison of texts. Here, we propose to extend those methods, approved at the lexical level, and to enlarge the application of statistical tools even to co-occurrential data. (shrink)

Les arbres de mots constituent un des outils de la statistique textuelle pour visualiser les relations sémantiques entre mots d’un texte. Les méthodes de construction de ces arbres à partir d’une distance de co-occurrence dans le texte produisent des arbres dont les longueurs d’arêtes se prêtent mal à l’analyse. Pour faciliter l’interprétation visuelle de l’arbre, l’idéal serait que des longues arêtes séparent des classes sémantiques de mots. Ainsi, découper les arêtes les plus longues de l’arbre devrait conduire à une partition (...) de l’ensemble des mots qui fournit des classes pertinentes. A l’aide de deux corpus dont un sous-ensemble de mots a été partitionné en un ensemble de classes sémantiques, nous évaluons plusieurs formules permettant de recalculer les longueurs d’arêtes de l’arbre construit à partir des distances de co-occurrence, afin de rendre l’interprétation de l’arbre plus facile et plus fiable. (shrink)

Les arbres de mots constituent un des outils de la statistique textuelle pour visualiser les relations sémantiques entre mots d’un texte. Les méthodes de construction de ces arbres à partir d’une distance de co-occurrence dans le texte produisent des arbres dont les longueurs d’arêtes se prêtent mal à l’analyse. Pour faciliter l’interprétation visuelle de l’arbre, l’idéal serait que des longues arêtes séparent des classes sémantiques de mots. Ainsi, découper les arêtes les plus longues de l’arbre devrait conduire à une partition (...) de l’ensemble des mots qui fournit des classes pertinentes. A l’aide de deux corpus dont un sous-ensemble de mots a été partitionné en un ensemble de classes sémantiques, nous évaluons plusieurs formules permettant de recalculer les longueurs d’arêtes de l’arbre construit à partir des distances de co-occurrence, afin de rendre l’interprétation de l’arbre plus facile et plus fiable. (shrink)

Word co‐occurrence patterns in language corpora contain a surprising amount of conceptual knowledge. Large language models (LLMs), trained to predict words in context, leverage these patterns to achieve impressive performance on diverse semantic tasks requiring world knowledge. An important but understudied question about LLMs’ semantic abilities is whether they acquire generalized knowledge of common events. Here, we test whether five pretrained LLMs (from 2018's BERT to 2023's MPT) assign a higher likelihood to plausible descriptions of agent−patient interactions than to (...) minimally different implausible versions of the same event. Using three curated sets of minimal sentence pairs (total n = 1215), we found that pretrained LLMs possess substantial event knowledge, outperforming other distributional language models. In particular, they almost always assign a higher likelihood to possible versus impossible events (The teacher bought the laptop vs. The laptop bought the teacher). However, LLMs show less consistent preferences for likely versus unlikely events (The nanny tutored the boy vs. The boy tutored the nanny). In follow‐up analyses, we show that (i) LLM scores are driven by both plausibility and surface‐level sentence features, (ii) LLM scores generalize well across syntactic variants (active vs. passive constructions) but less well across semantic variants (synonymous sentences), (iii) some LLM errors mirror human judgment ambiguity, and (iv) sentence plausibility serves as an organizing dimension in internal LLM representations. Overall, our results show that important aspects of event knowledge naturally emerge from distributional linguistic patterns, but also highlight a gap between representations of possible/impossible and likely/unlikely events. (shrink)

The co-occurrence of stress-induced posttraumatic stress disorder and obesity is common, particularly among military personnel but the link between these conditions is unclear. Individuals with comorbid PTSD and obesity manifest other physical and psychological problems, which significantly diminish their quality of life. Current understanding of the pathways connecting stress to PTSD and obesity is focused largely on behavioral mediators alone with little consideration of the biological regulatory mechanisms that underlie their co-occurrence. In this work, we leverage prior knowledge to systematically (...) highlight such bio-behavioral mechanisms and inform on the design of confirmatory pilot studies. We use natural language processing to extract documented regulatory interactions involved in the metabolic response to stress and its impact on obesity and PTSD from over 8 million peer-reviewed papers. The resulting network describes the propagation of stress to PTSD and obesity through 34 metabolic mediators using 302 documented regulatory interactions supported by over 10,000 citations. Stress jointly affected both conditions through 21 distinct pathways involving only two intermediate metabolic mediators out of a total of 76 available paths through this network. Moreover, oxytocin, Neuropeptide-Y, and cortisol supported an almost direct propagation of stress to PTSD and obesity with different net effects. Although stress upregulated both NPY and cortisol, the downstream effects of both markers are reported to relieve PTSD severity but exacerbate obesity. The stress-mediated release of oxytocin, however, was found to concurrently downregulate the severity of both conditions. These findings highlight how a network-informed approach that leverages prior knowledge might be used effectively in identifying key mediators like OXT though experimental verification of signal transmission dynamics through each path will be needed to determine the actual likelihood and extent of each marker’s participation. (shrink)

Cet article s’intéresse à la distribution et à la sémantisation des termes « féminisme » et « féministe » dans les discours de l’élection présidentielle de 2022. Grâce aux outils de la statistique occurrentielle et co-occurrentielle, le papier montre la percée lexicale de ces mots dans le champ électoral et le triomphe des deux signifiants en même temps que la continuation de dissensus, entre la gauche et l’extrême droite de l’échiquier politique, dans la prescription du sens des signifiés attachés.

In his article Banicki proposes a universal model for all forms of philosophical therapy. He is guided by works of Martha Nussbaum, who in turn makes recourse to Aristotle. As compared to Nussbaum’s approach, Banicki’s model is more medical and less based on ethical argument. He mentions Foucault’s vision to apply the same theoretical analysis for the ailments of the body and the soul and to use the same kind of approach in treating and curing them. In his interpretation of (...) philosophical therapy, there are, however, some controversial issues, to which we would like to call attention: -/- Is restoring health by a philosophical method of treatment – health understood as a person’s ability to reach his/her vital goals – a convincing explication of philosophical therapy in general? In order to answer this question, it may be useful to look at Plato. It is not only Platonism (and especially Neo-platonism since Plotinus) that questions the idea that therapy is necessarily connected with „vital goals“. Buddhist and Gnostic philosophies are questioning „the vital“ in general. The immense effort in the history of philosophy to liberate the mind from the body casts doubt on the project to explain philosophical therapy solely in analogy to medical therapy. -/- According to Banicki a therapeutic philosophy has to identify the diseases it attempts at curing. There are, however, reasons for associating the term therapy with suffering/risk rather than disease. If a therapy aims at reducing the fear of death, as for example many classical philosophical therapies do, then there is no disease to be cured. A model based on chances and risks also has the advantage that the Buddhist and Stoic reinterpretation of desires/emotions as “diseases” can be dropped in contemporary philosophical therapy. -/- Banicki mentions the comparison of therapies as one of the primary goals of modelling. Methods should be verified by a statistical correlation between method and therapeutic success and/or by a theory which justifies the method. Some forms of therapies, however, avoid theory-specific terms and concepts in favor of an unprejudiced interpretation of the patient’s statements. Others share the (Nietzschean) aspiration to explore and change measures of value. If the therapeutic process is seen as a unique phenomenon, then there can be no theory and no statistics with co-occurrences. -/- According to Banicki philosophical therapy has to describe techniques which qualify as genuinely philosophical. Techniques like maieutics and hermeneutics, however, are antique philosophical “inventions”, which were later adopted by psychotherapy. If meditation is accepted as a therapeutic tool – as it was in ancient times – then there is not only a methodical but also an emotional relation to religion. If finally, the Socratic search for a good life is seen as one of the characteristics of philosophical therapy, then delimitation even turns into a criterion for non-philosophical therapies. The search for a good life requires an interdisciplinary approach. -/- For the concretization of the formal structure, we suggest a typology of therapies, which is based on chances and risks. Such a typology has the advantage, that it can model conflicting (and even opposing) forms of therapies. The variety of therapeutic goals and methods is a consequence of the historical development towards conceptual freedom. (shrink)

One primary goal for metaphysical theories of natural kinds is to account for their epistemic fruitfulness. According to cluster theories of natural kinds, this epistemic fruitfulness is grounded in the regular and stable co- occurrence of a broad set of properties. In this paper, I defend the view that such a cluster theory is insufficient to adequately account for the epistemic fruitfulness of kinds. I argue that cluster theories can indeed account for the projectibility of natural kinds, but not for (...) several other epistemic operations that natural kinds support. Natural kinds also play a role in scientific explanations and categorizations. A theory of natural kinds can only account for these additional kind-based epistemic practices if it also analyzes their causal structure. (shrink)

Over the last decade, AI models of language and word meaning have been dominated by what we might call a statistics-of-occurrence, strategy: these models are deep neural net structures that have been trained on a large amount of unlabeled text with the aim of producing a model that exploits statistical information about word and phrase co-occurrence in order to generate behavior that is similar to what a human might produce, or representations that can be probed to exhibit behavior similar to (...) what a human might produce (meaningsemblant behavior). Examples of what we can call Statistics-of-Occurrence Models (SOMs) include: Word2Vec (CBOW and Skip-Gram), BERT, GPT-3, and, most recently, ChatGPT. Increasingly, there have been suggestions that such systems have semantic understanding, or at least a proto-version of it. This paper argues against such claims. I argue that a necessary condition for a system to possess semantic understanding is that it function in ways that are causally explainable by appeal to its semantic properties. I then argue that SOMs do not plausibly satisfy this Functioning Criterion. Rather, the best explanation of their meaning-semblant behavior is what I call the Statistical Hypothesis: SOMs do not themselves function to represent or produce meaningful text; they just reflect the semantic information that exists in the aggregate given strong correlations between word placement and meaningful use. I consider and rebut three main responses to the claim that SOMs fail to meet the Functioning Criterion. The result, I hope, is increased clarity about why and how one should make claims about AI systems having semantic understanding. (shrink)

It is common to defend the Homeostatic Property Cluster ( HPC ) view as a third way between conventionalism and essentialism about natural kinds ( Boyd , 1989, 1991, 1997, 1999; Griffiths , 1997, 1999; Keil , 2003; Kornblith , 1993; Wilson , 1999, 2005; Wilson , Barker , & Brigandt , forthcoming ). According to the HPC view, property clusters are not merely conventionally clustered together; the co-occurrence of properties in the cluster is sustained by a similarity generating ( (...) or homeostatic ) mechanism . I argue that conventional elements are involved partly but ineliminably in deciding which mechanisms define kinds , for deciding when two mechanisms are mechanisms of the same type, and for deciding where one particular mechanism ends and another begins. This intrusion of conventional perspective into the idea of a mechanism raises doubts as to whether the HPC view is sufficiently free of conventional elements to serve as an objective arbiter in scientific disputes about what the kinds of the special sciences should be. (shrink)

MutL family proteins contain an N‐terminal ATPase domain (NTD), an unstructured interdomain linker, and a C‐terminal domain (CTD), which mediates constitutive dimerization between subunits and often contains an endonuclease active site. Most MutL homologs direct strand‐specific DNA mismatch repair by cleaving the error‐containing daughter DNA strand. The strand cleavage reaction is poorly understood; however, the structure of the endonuclease active site is consistent with a two‐ or three‐metal ion cleavage mechanism. A motif required for this endonuclease activity is present in (...) the unstructured linker of Mlh1 and is conserved in all eukaryotic Mlh1 proteins, except those from metamonads, which also lack the almost absolutely conserved Mlh1 C‐terminal phenylalanine‐glutamate‐arginine‐cysteine (FERC) sequence. We hypothesize that the cysteine in the FERC sequence is autoinhibitory, as it sequesters the active site. We further hypothesize that the evolutionary co‐occurrence of the conserved linker motif with the FERC sequence indicates a functional interaction, possibly by linker motif‐mediated displacement of the inhibitory cysteine. This role is consistent with available data for interactions between the linker motif with DNA and the CTDs in the vicinity of the active site. (shrink)

This study examines linguistic co-occurrence patterns in the discourse of individuals with communication impairments who use augmentative and alternative communication devices in the workplace by comparing them to those of non-AAC users in similar job settings. A typical workweek per focal participant was recorded and transcribed to create a specialized corpus of workplace discourse of approximately 464,000 words at the time of this analysis. A multidimensional analysis of co-occurrence patterns along functional linguistic dimensions, following Biber [Variation across Speech and Writing. (...) Cambridge: Cambridge University Press; Dimensions of Register Variation: A Cross-Linguistic Perspective. Cambridge: Cambridge University Press], reveals differences in the macro discourse characteristics of AAC vis-a-vis non-AAC texts. Results indicate that AAC texts make use of more informational, non-narrative, and explicit textual features of discourse than their non-AAC counterparts. Implications to improve the capabilities of AAC devices to produce speech that matches baseline expectations of co-workers in the workplace are discussed. (shrink)

Computational techniques comparing co-occurrences of city names in texts allow the relative longitudes and latitudes of cities to be estimated algorithmically. However, these techniques have not been applied to estimate the provenance of artifacts with unknown origins. Here, we estimate the geographic origin of artifacts from the Indus Valley Civilization, applying methods commonly used in cognitive science to the Indus script. We show that these methods can accurately predict the relative locations of archeological sites on the basis of artifacts of (...) known provenance, and we further apply these techniques to determine the most probable excavation sites of four sealings of unknown provenance. These findings suggest that inscription statistics reflect historical interactions among locations in the Indus Valley region, and they illustrate how computational methods can help localize inscribed archeological artifacts of unknown origin. The success of this method offers opportunities for the cognitive sciences in general and for computational anthropology specifically. (shrink)

Autonomous sensory meridian response is a complex sensory-emotional experience characterized by pleasant tingling sensations initiating at the scalp. ASMR is triggered in some people by stimuli including whispering, personal attention, and crisp sounds. Since its inception, ASMR has been likened to synesthesia, but convincing empirical data directly linking ASMR with synesthesia is lacking. In this study, we examined whether the prevalence of synesthesia is indeed significantly higher in ASMR-responders than non-responders. A sample of working adults and students were surveyed about (...) their experience with ASMR and common types of synesthesia. The proportion of synesthetes who were classified as ASMR-responders was 52%, whereas 22% of ASMR-responders were also synesthetes. These results suggest that: over half of those identifying as synesthetes also experience ASMR, and that synesthesia is up to four times as common among ASMR-responders as among non-responders. Findings also suggest a prevalence rate for ASMR of approximately 20%. Overall, the co-occurrence of ASMR and synesthesia lends empirical support to the idea that ASMR may be driven by synesthetic mechanisms, but future research would benefit from examining how ASMR and synesthesia are different, as well as similar. (shrink)

Children show a remarkable degree of consistency in learning some words earlier than others. What patterns of word usage predict variations among words in age of acquisition? We use distributional analysis of a naturalistic corpus of child‐directed speech to create quantitative features representing natural variability in word contexts. We evaluate two sets of features: One set is generated from the distribution of words into frames defined by the two adjacent words. These features primarily encode syntactic aspects of word usage. The (...) other set is generated from non‐adjacent co‐occurrences between words. These features encode complementary thematic aspects of word usage. Regression models using these distributional features to predict age of acquisition of 656 early‐acquired English words indicate that both types of features improve predictions over simpler models based on frequency and appearance in salient or simple utterance contexts. Syntactic features were stronger predictors of children's production than comprehension, whereas thematic features were stronger predictors of comprehension. Overall, earlier acquisition was predicted by features representing frames that select for nouns and verbs, and by thematic content related to food and face‐to‐face play topics; later acquisition was predicted by features representing frames that select for pronouns and question words, and by content related to narratives and object play. (shrink)

The standard associative account of implicit bias posits that the mind unavoidably mirrors the biased co-occurrences that are present in the environment. The resulting fatalistic view of implicit bias as inevitable and immutable is both scientifically unwarranted and societally counterproductive.

This study explores linguistic variation in outsourced call centers involving Filipino call-takers and American callers engaged in various types of customer service transactions. The specific goals of this study are: 1) to establish the statistical co-occurrence of linguistic features in outsourced call center discourse; and 2) to examine how the speakers use these features and patterns of speech based on role, gender, and the types of service transactions. The data for analysis come from a corpus of call center texts collected (...) in the Philippines. The research design follows a quantitative multi-dimensional framework developed by Biber for the extraction and interpretation of linguistic co-occurrence in the corpus. Three linguistic dimensions are extracted and interpreted microanalytically: 1) Addressee-Focused, Polite, and Elaborated Information vs Involved and Simplified Narrative; 2) Planned, Procedural Talk; and 3) Managed Information Flow. Results show that the discourse of agents and callers are different in linguistic and textual composition across these extracted dimensions. Similarly, accounts and participants' gender are both found to affect linguistic choices in the transactions. (shrink)

Neuromarketing has become a new and important topic in the field of marketing in recent years. Consumer behavior research has received increasing attention. In the past decade, the importance of marketing has also been recognized in many fields such as consumer behavior, advertising, information systems, and e-commerce. Neuromarketing uses neurological methods to determine the driving forces behind consumers’ choices. Various neuroscience tools, such as eye movements, have been adopted to help reveal how consumers react to particular advertisements or objects. This (...) information can be used as the basis for new advertising campaigns and brand promotions. To effectively explore the research trends in this field, we must understand the current situation of neuromarketing. A systematic bibliometric analysis can solve this problem by providing publishing trends and information on various topics. In this study, journals that focused on neuromarketing in the field of marketing between 2010 and 2021 were analyzed. These journals were core journals rated by the Association of Business Schools with three or more stars. According to the data analysis results, neuromarketing has 15 main journals with relevant papers. Based on the data collected by the Web of Science, this study mainly collected 119 references and analyzed the most productive countries, universities, authors, journals, and prolific publications in the field of neuromarketing via Citespace. Through the analysis of knowledge maps, this study explored the mapping of co-citation, bibliographic coupling, and co-occurrence. Moreover, the strongest citation bursts were used to study popular research at different time stages and analyze the research trends of neuromarketing research methods and tools. This study provides an overview of the trends and paths in neuromarketing, which can help researchers understand global trends and future research directions. (shrink)

As a discourse genre, statements of purpose are characterized by their occluded status in the academy and by their hybrid nature. Statements of purpose are required in applications for a place in a postgraduate course, and they are requested to obtain information about the academic and professional background and skills of each applicant. A study of the genre’s linguistic and textual features is needed in Spanish to discover and understand writers’ and readers’ perception of this genre. A corpus of 50 (...) motivation letters in Spanish is analyzed here. We study the distinguishing macro- and microtextual features of this particular genre and co-occurrences between both kinds of features. At the macrotextual level, statements of purpose display prototypical rhetorical moves, which can be classified as writers’ moves and readers’ moves. On the microtextual level, modalization resources and discourse markers are discussed. This multiple perspectives analysis of the corpus shows evidence of significant co-occurrences among modalization, discourse markers, and rhetorical moves. Writers’ ideal representations of this discourse genre, which spans the academic and professional fields, can also be deduced. (shrink)

La représentation des relations de cooccurrence à l’échelle d’un corpus entier sous la forme d’un graphe permet d’étudier l’organisation des mots dans le discours par des moyens lexicométriques. Cette étude révèle deux formes d’organisation complémentaires de ce lexique. En premier lieu, une organisation hiérarchique, qui donne à certains lemmes une saillance particulière du fait de leur meilleur positionnement dans le réseau de relations de cooccurrence. En second lieu, une organisation modulaire, qui montre que les liens de cooccurrence dans le texte (...) répartissent le lexique en classes de lemmes co-occurrents les uns aux autres. Ces deux formes d’organisation du lexique dans les textes donnent une image du sens général de celui-ci, et permettent d’identifier la variabilité du sens lexical des unités telles qu’elles sont employées en discours. (shrink)

The linguistic input children receive across early childhood plays a crucial role in shaping their knowledge about the world. To study this input, researchers have begun applying distributional semantic models to large corpora of child‐directed speech, extracting various patterns of word use/co‐occurrence. Previous work using these models has not measured how these patterns may change throughout development, however. In this work, we leverage natural language processing methods—originally developed to study historical language change—to compare caregivers' use of words when talking (...) to younger versus older children. Some words' usage changed more than others; this variability could be predicted based on the word's properties at both the individual and category levels. These findings suggest that caregivers' changing patterns of word use may play a role in scaffolding children's acquisition of conceptual structure in early development. (shrink)

Cet article montre ce que la cooccurrence peut nous apprendre sur la monosémie et comment on peut exploiter l’analyse des cooccurrences de deuxième ordre pour quantifier l’analyse sémantique. Les analyses sont conduites sur un corpus technique (1,7 million d’occurrences) relevant du domaine spécialisé des machines-outils pour l’usinage des métaux. Dans cet article, nous expliquons la méthodologie adoptée pour déterminer le degré de monosémie d’un mot technique à partir de l’analyse du recoupement de ses cooccurrences de deuxième ordre. Dans le but (...) d’affiner les résultats de la mesure de recoupement, nous procédons également à quelques expérimentations qui vont au-delà du simple repérage statistique des cooccurrences et qui font varier différents paramètres, tels que la fenêtre d’observation, le seuil de significativité et la forme graphique ou le lemme des cooccurrences de premier et deuxième ordre. Finalement, nous abordons l’importance de l’intégration des étiquettes morphosyntaxiques dans l’analyse des cooccurrences. (shrink)

Climate change, pollution, and deforestation have a negative impact on global mental health. There is an environmental justice dimension to this challenge as wealthy people and high-income countries are major contributors to climate change and pollution, while poor people and low-income countries are heavily affected by the consequences. Using state-of-the art data mining, we analyzed and visualized the global research landscape on mental health, climate change, pollution and deforestation over a 15-year period. Metadata of papers were exported from PubMed®, and (...) both relevance and relatedness of terms in different time frames were computed using VOSviewer. Co-occurrence graphs were used to visualize results. The development of exemplary terms over time was plotted separately. The number of research papers on mental health and environmental challenges is growing in a linear fashion. Major topics are climate change, chemical pollution, including psychiatric medication in wastewater, and neurobiological effects. Research on specific psychiatric syndromes and diseases, particularly on their ethical and social aspects is less prominent. There is a growing body of research literature on links between mental health, climate change, pollution, and deforestation. This research provides a graphic overview to mental healthcare professionals and political stakeholders. Social and ethical aspects of the climate change-mental health link have been neglected, and more research is needed. (shrink)

Word Order Universals is a detailed account of word order universals and their role in theories of historical change. The starting point is the Greenberg data set, which is comprised of a sample of 142 languages for certain limited co-occurrences of basic word orders, and a 30-language sample for more detailed information. In the Language Index, the 142 have been expanded to some 350 languages. Using the original Greenberg samples and the Expanded Sample, an alternative set of descriptive word order (...) statements is provided. Comprised of eight chapters, this book begins with an introduction to the theory of word order universals, encompassing topics such as word order variation across languages and theories of universal grammar. The reader is then introduced to the work of Joseph Greenberg and Theo Vennemann on word order universals; implicational universals in Greenberg's data and the Expanded Sample; and the predictions made by implicational and distributional universals for word order change. Reformulated universals for historical reconstruction are also discussed, along with some laws of reconstruction derived from synchronic universals. The final chapter is devoted to the Expanded Sample, with particular reference to its quantities as well as its typological and genetic classification. This monograph will be a useful resource for specialists in grammar and linguistics. (shrink)