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)

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 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)

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)

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)

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)

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)

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)

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...

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)

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`.

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)

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 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)

The co-occurrence of stress-induced posttraumatic stress disorder (PTSD) 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 (NLP) 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 (OXT), Neuropeptide-Y (NPY), 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)

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)

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)

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.

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)

Although considerable efforts have been made to summarize the behavioral ethics literature, a quantitative visualization is necessary to generate an overall understanding of research on unethical behavior in organizations. Using CiteSpace, this study conducts a bibliometric review and visualizes the intellectual base of the unethical workplace behavior field. Based on a dataset of 8765 unethical-behavior-related publications collected from the Social Sciences Citation Index (SSCI) database from 1993 to 2023, we identify landmark studies, analyze key research themes, visualize the network of (...) major theories, and track the evolution of research on unethical behavior in organizations via co-citation and co-occurrence analysis. After tracking the developmental trajectory and outlining the current state of the art, we identify potential trends in research on unethical workplace behavior and suggest some important research directions. Our bibliometric review generates a clear visualization of unethical behavior in organizations, contributing to a comprehensive understanding of this body of literature. These findings also offer valuable insights for managers seeking to address unethical behavior in their organizations and highlight implications for policymakers aiming to promote ethical workplace environments. (shrink)

Machamer, Darden, and Craver argue that causal explanations explain effects by describing the operations of the mechanisms which produce them. One of this paper’s aims is to take advantage of neglected resources of Mechanism to rethink the traditional idea that actual or counterfactual natural regularities are essential to the distinction between causal and non-causal co-occurrences, and that generalizations describing natural regularities are essential components of causal explanations. I think that causal productivity and regularity are by no means the same (...) thing, and that the Regularists are mistaken about the roles generalizations play in causal explanation. Humean, logical empiricist, and other Regularist accounts of causal explanation have had the unfortunate effect of distracting philosophers’ from important non-explanatory scientific uses of laws and lesser generalizations which purport to describe natural regularities. My second aim is to characterize some of these uses, illustrating them with examples from neuroscientific research. (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)

This paper suggests and discusses an answer to the following question: What distinguishes causal from non-causal or coincidental co-occurrences? The answer derives from Elizabeth Anscombe’s idea that causality is a highly abstract concept whose meaning derives from our understanding of specific causally productive activities, and from her rejection of the assumption that causality can be informatively understood in terms of actual or counterfactual regularities.Keywords: Elizabeth Anscombe; Causality; Explanation; Inhibition.

While an increasing number of organizations have introduced artificial intelligence as an important facilitating tool for learning online, the application of artificial intelligence in e-learning has become a hot topic for research in recent years. Over the past few decades, the importance of online learning has also been a concern in many fields, such as technological education, STEAM, AR/VR apps, online learning, amongst others. To effectively explore research trends in this area, the current state of online learning should be understood. (...) Systematic bibliometric analysis can address this problem by providing information on publishing trends and their relevance in various topics. In this study, the literary application of artificial intelligence combined with online learning from 2010 to 2021 was analyzed. In total, 64 articles were collected to analyze the most productive countries, universities, authors, journals and publications in the field of artificial intelligence combined with online learning using VOSviewer through WOS data collection. In addition, the mapping of co-citation and co-occurrence was explored by analyzing a knowledge map. The main objective of this study is to provide an overview of the trends and pathways in artificial intelligence and online learning to help researchers understand global trends and future research directions. (shrink)

Experiences of having caused a certain outcome may arise from motor predictions based on action–outcome probabilities and causal inferences based on pre-activated outcome representations. However, when and how both indicators combine to affect such self-agency experiences is still unclear. Based on previous research on prediction and inference effects on self-agency, we propose that their contribution crucially depends on whether people have knowledge about the causal relation between actions and outcomes that is relevant to subsequent self-agency experiences. Therefore, we manipulated causal (...) knowledge that was either relevant or irrelevant by varying the probability of co-occurrence of specific actions and outcomes. Afterwards, we measured self-agency experiences in an action–outcome task where outcomes were primed or not. Results showed that motor prediction only affected self-agency when relevant actions and outcomes were learned to be causally related. Interestingly, however, inference effects also occurred when no relevant causal knowledge was acquired. (shrink)

According to the homeostatic property cluster family of accounts, one of the main conditions for groups of properties to count as natural is that these properties be frequently co-instantiated. I argue that this condition is, in fact, not necessary for natural-kindness. Furthermore, even when it is present, the focus on co-occurrence distorts the role natural kinds play in science. Co-occurrence corresponds to what information theorists call redundancy: observing the presence of some of the properties in a frequently co-occurrent cluster makes (...) observations of other members of the cluster comparatively uninformative. Yet, scientific practice often, and increasingly often, singles out as natural groups of properties that are not redundant, but synergic: instantiations of properties in synergic clusters are not necessarily informative about instantiations of other properties in the cluster; rather, it is their joint instantiation that plays the explanatory role for which the natural kind is recruited. (shrink)

By the time they reach early adulthood, English speakers are familiar with the meaning of thousands of words. In the last decades, computational simulations known as distributional semantic models have demonstrated that it is possible to induce word meaning representations solely from word co-occurrence statistics extracted from a large amount of text. However, while these models learn in batch mode from large corpora, human word learning proceeds incrementally after minimal exposure to new words. In this study, we run a set (...) of experiments investigating whether minimal distributional evidence from very short passages suffices to trigger successful word learning in subjects, testing their linguistic and visual intuitions about the concepts associated with new words. After confirming that subjects are indeed very efficient distributional learners even from small amounts of evidence, we test a DSM on the same multimodal task, finding that it behaves in a remarkable human-like way. We conclude that DSMs provide a convincing computational account of word learning even at the early stages in which a word is first encountered, and the way they build meaning representations can offer new insights into human language acquisition. (shrink)

Cet article essaye d’évaluer l’impact de la lemmatisation, ou, inversement, de la flexion casuelle sur les réseaux cooccurrentiels d’un mot-pôle en latin. Conjointement, il exploite cet impact pour approfondir l’examen de l’asymétrie des relations de cooccurrence.Nos précédents articles méthodologiques, consacrés notamment à l’asymétrie de la cooccurrence, reposaient en effet sur le dénombrement des cooccurrents d’un mot-pôle considéré et décompté sous sa forme de lemme. Or, si la cooccurrence est bien la « forme minimale du contexte » [Mayaffre 2008] qui contribue (...) à construire le sens textuel, la question se pose alors de la pertinence de l’abstraction opérée par la lemmatisation. Les différentes formes fléchies d’un mot en latin sont porteuses non seulement des catégories du nombre (et, pour les adjectifs et les pronoms, du genre), mais aussi de marques casuelles étroitement reliées à la fonction syntaxique et l’ensemble est susceptible d’avoir une influence sur le contexte immédiat du mot, y compris dans sa dimension thématique.Nous montrons donc dans un premier temps que la forme casuelle d’un mot latin détermine pour une bonne part la liste de ses cooccurrents spécifiques. Nous exploitons ensuite ce constat pour confirmer, au moyen de deux tests différents qui utilisent le réseau cooccurrentiel des diverses formes fléchies d’un même lemme, une hypothèse précédemment avancée [Luong et al. 2010] selon laquelle l’asymétrie des cooccurrences est, pour partie au moins, une image de la double insertion d’une forme, d’une part, dans un paradigme lexico-sémantique stabilisée en langue, d’autre part, dans un réseau de relations syntagmatiques actualisées en discours. (shrink)

The present study provides evidence that valence focus and arousal focus are important processes in determining whether a dimensional or a discrete emotion model best captures how people label their affective states. Individuals high in valence focus and low in arousal focus fit a dimensional model better in that they reported more co-occurrences among like-valenced affective states, whereas those lower in valence focus and higher in arousal focus fit a discrete model better in that they reported fewer co-occurrences (...) between like-valenced affective states. Taken together, these findings suggest that one static, nomothetic theory may not accurately describe the subjective affective experience of all individuals. (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)

Spoken word recognition involves a perceptual tradeoff between the reliance on the incoming acoustic signal and knowledge about likely sound categories and their co-occurrences as words. This study examined how adult second language (L2) learners navigate between acoustic-based and knowledge-based spoken word recognition when listening to highly variable, multi-talker truncated speech, and whether this perceptual tradeoff changes as L2 listeners gradually become more proficient in their L2 after multiple months of structured classroom learning. First language (L1) Mandarin Chinese listeners (...) and L1 English-L2 Mandarin adult listeners took part in a gating experiment. The L2 listeners were tested twice—once at the start of their intermediate/advanced L2 language class and again two months later. L1 listeners were only tested once. Participants were asked to identify syllable-tone words that varied in syllable token frequency (high/low according to a spoken word corpus) and syllable-conditioned tonal probability (most probable/least probable in speech given the syllable). The stimuli were recorded by 16 different talkers and presented at eight gates ranging from onset-only (gate 1) through onset+40 ms increments (gates 2 through 7) to the full word (gate 8). Mixed-effects regression modeling was used to compare performance to our previous study which used single-talker stimuli (Wiener, Lee, & Tao, 2019). The results indicated that multi-talker speech caused both L1 and L2 listeners to rely greater on knowledge-based processing of tone. L1 listeners were able to draw on distributional knowledge of syllable-tone probabilities in early gates and switch to predominantly acoustic-based processing when more of the signal was available. In contrast, L2 listeners, with their limited experience with talker range normalization, were less able to effectively transition from probability-based to acoustic-based processing. Moreover, for the L2 listeners, the reliance on such distributional information for spoken word recognition appeared to be conditioned by the nature of the acoustic signal. Single-talker speech did not result in the same pattern of probability-based tone processing, suggesting that knowledge-based processing of L2 speech may only occur under certain acoustic conditions, such as multi-talker speech. (shrink)

Population counts and longitude and latitude coordinates were estimated for the 50 largest cities in the United States by computational linguistic techniques and by human participants. The mathematical technique Latent Semantic Analysis applied to newspaper texts produced similarity ratings between the 50 cities that allowed for a multidimensional scaling (MDS) of these cities. MDS coordinates correlated with the actual longitude and latitude of these cities, showing that cities that are located together share similar semantic contexts. This finding was replicated using (...) a first‐order co‐occurrence algorithm. The computational estimates of geographical location as well as population were akin to human estimates. These findings show that language encodes geographical information that language users in turn may use in their understanding of language and the world. (shrink)

In the context of psychiatric diagnosis, operationists claim that mental disorders are nothing more than the satisfying of objective diagnostic criteria, whereas realists claim that mental disorders are latent entities that are detected by applying those criteria. The implications of this distinction are substantial in actual clinical situations, such as in the co-occurrence of disorders that may interfere with one another's detection, or when patients falsify their symptoms. Realist and operationist conceptions of diagnosis may lead to different clinical decisions in (...) these situations, affecting treatment efficacy and ultimate patient outcomes. (shrink)

Even though integrity is widely considered to be an essential aspect of research, there is an ongoing debate on what actually constitutes research integrity. The understanding of integrity ranges from the minimal, only considering falsification, fabrication and plagiarism, to the maximum, blending into science ethics. Underneath these obvious contrasts, there are more subtle differences that are not as immediately evident. The debate about integrity is usually presented as a single, universal discussion, with shared concerns for researchers, policymakers and ‘the public’. (...) In this article, we show that it is not. There are substantial differences between the language of research integrity in the scientific arena and in the public domain. Notably, scientists and policymakers adopt different approaches to research integrity. Scientists tend to present integrity as a virtue that must be kindled, while policy documents and newspapers stress norm enforcement. Rather than performing a conceptual analysis through philosophical reasoning and discussion, we aimed to clarify the discourse of ‘scientific integrity’ by studying its usage in written documents. To this end, large numbers of scientific publications, policy documents and newspaper articles were analysed by means of scientometric and content analysis techniques. The texts were analysed on their usage of the term ‘integrity’ and of frequently co-occurring terms and concepts. A comparison was made between the usage in the various media, as well as between different periods in which they were published through co-word analysis, mapping co-occurrence networks of significant terms and themes. (shrink)

Distributional models of semantics learn word meanings from contextual co‐occurrence patterns across a large sample of natural language. Early models, such as LSA and HAL (Landauer & Dumais, 1997; Lund & Burgess, 1996), counted co‐occurrence events; later models, such as BEAGLE (Jones & Mewhort, 2007), replaced counting co‐occurrences with vector accumulation. All of these models learned from positive information only: Words that occur together within a context become related to each other. A recent class of distributional models, referred to (...) as neural embedding models, are based on a prediction process embedded in the functioning of a neural network: Such models predict words that should surround a target word in a given context (e.g., word2vec; Mikolov, Sutskever, Chen, Corrado, & Dean, 2013). An error signal derived from the prediction is used to update each word's representation via backpropagation. However, another key difference in predictive models is their use of negative information in addition to positive information to develop a semantic representation. The models use negative examples to predict words that should not surround a word in a given context. As before, an error signal derived from the prediction prompts an update of the word's representation, a procedure referred to as negative sampling. Standard uses of word2vec recommend a greater or equal ratio of negative to positive sampling. The use of negative information in developing a representation of semantic information is often thought to be intimately associated with word2vec's prediction process. We assess the role of negative information in developing a semantic representation and show that its power does not reflect the use of a prediction mechanism. Finally, we show how negative information can be efficiently integrated into classic count‐based semantic models using parameter‐free analytical transformations. (shrink)

English modal enclitics are typically conceived of as colloquial pronunciation variants that are semantically identical to their respective full forms. Although this conception has already been challenged by Nesselhauf, Nadja. 2014. From contraction to construction? The recent life of ’ll. In Marianne Hundt, Late modern English syntax, 77–89. Cambridge: Cambridge University Press and Daugs, Robert. 2021. Contractions, constructions and constructional change: Investigating the constructionhood of English modal contractions from a diachronic perspective. In Martin Hilpert, Bert Cappelle & Ilse Depraetere, Modality (...) and diachronic construction grammar, 12–52. Amsterdam: John Benjamins, who argue for the constructional status of both enclitics, the present study proposes a refinement according to which the differences between enclitics and full forms can be pinpointed to specific co-occurrence patterns. Rather than rashly postulating a general ’d-construction or an ’ll-construction, the data indicate that lower-level instances, like I’d V, we’ll V, or it would V, are very much capable of capturing the meaning differences between enclitics and full forms without recourse to higher, more abstract level. This is achieved by assessing the changes in the associative links these patterns entertain in a data-driven, bottom-up fashion. By utilizing the COHA and a variety of quantitative methods, it can be shown that, although enclitic patterns become more frequent and more varied, they remain overall still more restricted than the full forms, which promotes the emergence of ‘new’ symbolic associations. The results are integrated into current research in Diachronic Construction Grammar and dynamic, network-oriented models of language. (shrink)

We show that data collected from corpuses of documents violate the Clauser-Horne-Shimony-Holt version of Bell’s inequality and therefore indicate the presence of quantum entanglement in their structure. We obtain this result by considering two concepts and their combination and coincidence operations consisting of searches of co-occurrences of exemplars of these concepts in specific corpuses of documents. Measuring the frequencies of these co-occurrences and calculating the relative frequencies as approximate probabilities entering in the CHSH inequality, we obtain manifest violations (...) of the latter for all considered corpuses of documents. In comparing these violations with those analogously obtained in an earlier work for the same combined concepts in psychological coincidence experiments with human participants, also violating the CHSH inequality, we identify the entanglement as being carried by the meaning connection between the two considered concepts within the combination they form. We explain the stronger violation for the corpuses of documents, as compared to the violation in the psychology experiments, as being due to the superior meaning domain of the human mind and, on the other side, to the latter reaching a broader domain of meaning and being possibly also actively influenced during the experimentation. We mention some of the issues to be analyzed in future work such as the violations of the CHSH inequality being larger than the ‘Cirel’son bound’ for all of the considered corpuses of documents. (shrink)

Affective information can be retrieved simply by measuring words co‐occurrences in linguistic contexts. Lenci and colleagues demonstrate that the affective measures retrieved from linguistic occurrences predict words’ concreteness: abstract words are more heavily loaded with affective information than concrete ones. These results challenge the Affective grounding hypothesis, suggesting that abstract concepts may be ungrounded and coded only linguistically, and that their affective load may be a linguistic factor.

Rationale: High-frequency oscillations in intracranial EEG are used to delineate the epileptogenic zone during presurgical diagnostic assessment in patients with epilepsy. HFOs are historically divided into ripples, fast ripples, and their co-occurrence. In a previous study, we had validated the rate of FRandRs during deep sleep to predict seizure outcome. Here, we ask whether epileptic FRandRs might be confounded by physiological FRandRs that are unrelated to epilepsy.Methods: We recorded iEEG in the medial temporal lobe MTL in 17 patients while they (...) performed cognitive tasks. The three cognitive tasks addressed verbal working memory, visual working memory, and emotional processing. In our previous studies, these tasks activated the MTL. We re-analyzed the data of these studies with the automated detector that focuses on the co-occurrence of ripples and FRs.Results: For each task, we identified those channels in which the HFO rate was modulated during the task condition compared to the control condition. However, the number of these channels did not exceed the chance level. Interestingly, even during wakefulness, the HFO rate was higher for channels within the seizure onset zone than for channels outside the SOZ.Conclusion: Our prospective definition of an epileptic HFO, the FRandR, is not confounded by physiological HFOs that might be elicited by our cognitive tasks. This is reassuring for the clinical use of FRandR as a biomarker of the EZ. (shrink)