2,161 results on '"Distributed cognition"'
Search Results
2. The Spectrum of Distributed Creativity: Tango Dancing and its Generative Modalities.
- Author
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Kimmel, Michael and van Alphen, Floor
- Subjects
- *
DANCE improvisation , *TANGO (Dance) , *CREATIVE ability , *VIGNETTES , *COGNITION - Abstract
As scholars have recently emphasized, creativity is not restricted to the individual mind; it can happen in and through interaction. To evaluate the legitimacy of claims about "distributed creativity," we propose a compare-and-contrast approach to Argentine tango. Tango is an improvisational leader–follower dance of a formally constrained kind, yet one that also allows for a range of modes of being creative together in real-time interaction. Six dance couples were filmed while improvising and subsequently interviewed. Based on video vignettes of a few seconds duration, we microgenetically reconstructed the embodied "give-and-take" between partners, from which creative trajectories emerge. The spectrum of cocreative modalities ranges from creativity realized in interaction, but bearing some mark of the individual, to creativity, in which the interaction itself becomes an operative mechanism. Cocreation can happen in forms guided by a single person, yet jointly executed ("leader creativity"), in subordinate spaces that provide for some individual creative autonomy within a collective dynamic, in parallel or additive creative interaction forms, but also in genuinely multiplicative forms in which self-organizing interaction dynamics become a powerful causal factor that leverages creativity. To accommodate these various modalities, we argue for a dynamic-systemic account, which looks at interdependencies between micro- and macrolevels. Our framework recognizes different degrees of creative autonomy within interaction; it hereby avoids a dichotomy between individualistic accounts and interactionism with a purely collective-level focus. [ABSTRACT FROM AUTHOR]
- Published
- 2025
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3. On context specificity and management reasoning: moving beyond diagnosis.
- Author
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Boyle, James G., Walters, Matthew R., Burton, Fiona M., Paton, Catherine, Hughes, Martin, Jamieson, Susan, and Durning, Steven J.
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- *
MEDICAL students , *DIAGNOSTIC errors , *MEDICAL logic , *ERROR rates , *MEDICAL care - Abstract
Diagnostic error is a global emergency. Context specificity is likely a source of the alarming rate of error and refers to the vexing phenomenon whereby a physician can see two patients with the same presenting complaint, identical history and examination findings, but due to the presence of contextual factors, decides on two different diagnoses. Studies have not empirically addressed the potential role of context specificity in management reasoning and errors with a diagnosis may not consistently translate to actual patient care.We investigated the effect of context specificity on management reasoning in individuals working within a simulated internal medicine environment. Participants completed two ten minute back to back common encounters. The clinical content of each encounter was identical. One encounter featured the presence of carefully controlled contextual factors (CF+ vs. CF−) designed to distract from the correct diagnosis and management. Immediately after each encounter participants completed a post encounter form.Twenty senior medical students participated. The leading diagnosis score was higher (mean 0.88; SEM 0.07) for the CF− encounter compared with the CF+ encounter (0.58; 0.1; 95 % CI 0.04–0.56; p=0.02). Management reasoning scores were higher (mean 5.48; SEM 0.66) for the CF− encounter compared with the CF+ encounter (3.5; 0.56; 95 % CI 0.69–3.26; p=0.01). We demonstrated context specificity in both diagnostic and management reasoning.This study is the first to empirically demonstrate that management reasoning, which directly impacts the patient, is also influenced by context specificity, providing additional evidence of context specificity’s role in unwanted variance in health care. [ABSTRACT FROM AUTHOR]
- Published
- 2025
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4. How Do Scientists Think? Contributions Toward a Cognitive Science of Science.
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Nersessian, Nancy J.
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COGNITIVE science , *CULTURAL property , *SCIENTIFIC method , *COGNITION , *ARCHIVAL research - Abstract
Scientific thinking is one of the most creative expressions of human cognition. This paper discusses my research contributions to the cognitive science of science. I have advanced the position that data on the cognitive practices of scientists drawn from extensive research into archival records of historical science or collected in extended ethnographic studies of contemporary science can provide valuable insight into the nature of scientific cognition and its relation to cognition in ordinary contexts. I focus on contributions of my research on analogy, model‐based reasoning, and conceptual change and on how scientists enhance their natural cognitive capacities by creating modeling environments that integrate cognitive, social, material, and cultural resources. I provide an outline of my trajectory from a physicist to a philosopher of science to a hybrid cognitive scientist in my quest to understand the nature of scientific thinking. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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- View/download PDF
5. Examining the spatialities of artificial intelligence and robotics in transitions to more sustainable urban mobilities.
- Author
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Valdez, Miguel and Cook, Matthew
- Subjects
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ARTIFICIAL intelligence , *GEOGRAPHIC boundaries , *CITIES & towns , *THEMATIC analysis , *URBAN life - Abstract
Robots now allow artificial forms of intelligence to be present in cities, generating unanticipated mobilities and new forms of urban life. In the article, the introduction of autonomous delivery robots in the English city of Milton Keynes provides a point of departure to interrogate how the spatial dynamics of sociotechnical transitions are inflected by the distributed cognition and non-human agency of artificial intelligence (AI) when deployed in urban contexts. A case study drawing on non-intrusive observations and documentary approaches follows robots in space, conceptualising urban robots as actuators of distributed non-human cognition whose operation and diffusion are subjected to complex spatialities. Thematic analysis is used to draw out topographical and topological features of the spatialities of AI, and the case shows robots are present in a territory (e.g. a city) but exceed territorial boundaries, thus requiring complementary spatial imaginaries to investigate their geographies. The authors conclude that the types of power at work in the implementation of AI and robots cannot be captured adequately by scalar relations and territorial units, and must be considered transversally in topological networks where reach matters. Consequently, topographical conceptions of fixed Cartesian space must be complemented by relational and topological spatial imaginaries of AI. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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6. Blending Fiction and the Real: Discerning the Most Robust Evolutionary Pattern in Narrative Literature.
- Author
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HENRIKSSON, LINDA and GUERRA, JUANI
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PHILOSOPHY of language , *FICTION , *COGNITION , *LITERATURE , *NARRATIVES - Abstract
The most common understanding offiction is as a piece of literature that describes imaginary events and people, something invented and not true. In this sense, fiction can be explained and understood as standing in opposition to the reality. If we instead look at fiction from the perspective of biopoetics and cognitive theory, it becomes clear that it does not show a sharply defined opposition to reality. It is this fuzziness of boundaries between fiction and the real that we are concerned with in this article; our hypothesis includes the application of Blending Theory (BT) to outline the cognitive processes that sustain the conceptualisation of fictive narrative. Our article attempts to propose a model stemming from cognitive theories of language, that accounts for the underlying cognitive processes that constitute the complex meaning construction when dealing with fictive narrative. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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7. Research labs as distributed cognitive-cultural systems.
- Author
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Nersessian, Nancy J.
- Abstract
Scientists, either working alone or in groups, require rich cognitive, social, cultural, and material environments to accomplish their epistemic aims. There is research in the cognitive sciences that examines intelligent behavior as a function of the environment ("environmental perspectives"), which can be used to examine how scientists integrate "cognitive-cultural" resources as they create environments for problem-solving. In this paper, I advance the position that an expanded framework of distributed cognition can provide conceptual, analytical, and methodological tools to investigate how scientists enhance natural cognitive capacities by creating specific kinds of environments to address their epistemic goals. In a case study of a pioneering neuroengineering lab seeking to understand learning in living networks of neurons, I examine how the researchers integrated conceptual, methodological, and material resources from engineering, neuroscience, and computational science to create different kinds of distributed problem-solving environments that enhanced their natural cognitive capacities, for instance, for reasoning, visualization, abstraction, imagination, and memory, to attain their epistemic aims. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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8. Stepping back to see the connection: Movement during problem solving facilitates creative insight
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Tabatabaeian, Shadab, Ortega, Alyssa Viviana, O'bi, Artemisia, Landy, David, and Marghetis, Tyler
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Psychology ,Creativity ,Distributed cognition ,Embodied Cognition ,Situated cognition - Abstract
People thinking creatively will shift their bodies, wander around, move. Why? Here we investigate one explanation: Movement is a canny strategy for changing the information that is available visually, in ways that facilitate insight. We first analyzed video footage of mathematicians engrossed in creative thought. We found that sudden "aha" insights were reliably preceded by movements away far from the blackboard, as if mathematicians were stepping back to "see the big picture." To confirm the causal impact of changing proximity on creativity, we conducted an experiment that manipulated proximity to a whiteboard while participants worked on insight puzzles represented by diagrams. Participants had greater creative success when they could survey the entire whiteboard from a distance. Whether in real-world expert reasoning or a controlled experiment, movements away and toward visual representations facilitated insight. Wandering is sometimes a kind of epistemic action, facilitating the discovery of novel connections.
- Published
- 2024
9. Spontaneous use of external resources in verbal problem solving is rare but beneficial
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Ross, Wendy and Arfini, Selene
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Psychology ,Distributed cognition ,Externally-supported cognition ,Problem Solving - Abstract
There are two foundational assumptions that underlie research in interactivity. First, that resources external to the human agent should support problem-solving and other cognitive activities and second, that human agents naturally engage in this form of offloading when they are allowed to. We aimed to test whether participants would naturally engage with external resources, without prompting, in four types of simple verbal problems and whether the level of engagement was affected by expertise or the experience of impasse. We found that very few people naturally engaged external resources apart from with mathematical problems where it had a benefit. There was no difference in expertise in problem-solving between those who did and those who did not use external props and nor was there a significant difference in the proportion of people using external resources as a function of experiencing impasse. These results suggest that researchers in interactivity need to focus on how and when interactivity is both engaged and provides a benefit.
- Published
- 2024
10. Questioning Two Common Assumptions concerning Group Agency and Group Cognition
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Peck, Zachary and Chemero, Anthony
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Philosophy ,Distributed cognition ,Group Behaviour ,Social cognition - Abstract
In this paper, we identify two common assumptions underlying popular accounts of group agency. The first assumption is that paradigmatic cases of agency are to be identified with individual organisms, typically human beings. The second assumption is that cognition requires the manipulation of mental representations. Combining these two assumptions generates the status quo account of group agency, namely that a group's agency ontologically depends upon the mental representations of the individuals that constitute the group. We provide a taxonomy of views about group agency along two axes, each corresponding to the extent to which the view endorses (or rejects) one of these two common assumptions. We believe that none of the standard conceptions of group cognition and agency reject both of these two assumptions. After developing brief arguments against both assumptions, we provide a brief sketch of what an account of group agency that rejects both assumptions might look like.
- Published
- 2024
11. How does working memory predict errors in Human-AI Interaction?
- Author
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Wallinheimo, Anna-Stiina, Evans, Dr Simon, and Davitti, Elena
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Artificial Intelligence ,Psychology ,Distributed cognition ,Human-computer interaction ,Memory - Abstract
Interlingual Respeaking (IR) is a new technique that enables real-time subtitling in a different language. This cognitively demanding technique involves collaboration between a language professional and automatic speech recognition software (ASR), creating a human-AI interaction (HAII) environment. Integrating technological tools with an individual's internal cognitive resources establishes an extended cognitive system. However, different types of errors are observed in terms of output accuracy. Our ESRC-funded research found that working memory (WM) (backward span) has a negative relationship with omissions, where content is dropped out (e.g., to save time). Nevertheless, additions, where the human adds content (e.g., to clarify meaning) and correctness, where form-related issues arise (such as grammar mistakes), had an inverse relationship with the N-back Task (the simultaneous maintenance, updating, and processing of WM). These findings suggest that the IR errors involve diverse types of WM resources.
- Published
- 2024
12. Many Hands Don't Always Make Light Work: Explaining Social Loafing via Multiprocessing Efficiency
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Mieczkowski, Elizabeth, Turner, Cameron Rouse, Vélez, Natalia A, and Griffiths, Tom
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Computer Science ,Psychology ,Distributed cognition ,Interactive behavior ,Computational Modeling - Abstract
Humans collaborate to improve productivity and collective outcomes, but people do not always exert maximal effort towards accomplishing collaborative goals. Instead, individuals often expend less effort in groups, a phenomenon known as social loafing that is traditionally viewed as detrimental to productivity. However, theories from distributed computer systems suggest that social loafing might be a rational response to the diminishing returns expected from division of labor when group size increases. Here, we examine how considerations of task efficiency affect the perceived acceptability of withholding effort during a collaborative task. We conducted experiments varying workload and group size across scenarios in which all group members except for one are actively contributing to a common goal. We then compare participant judgments to a model inspired by latency speed-up in distributed systems. We find that people are systematically influenced by task efficiency, in addition to social norms, when judging social loafing.
- Published
- 2024
13. Visual working memory, attentional sustainability and shifting in digital versus non-digital environment: the role of perceptual feedback
- Author
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Anufrieva, Anastasia
- Subjects
Psychology ,Attention ,Distributed cognition ,Human-computer interaction ,Memory ,UX - Abstract
The digital environment has a significant impact on our everyday lives, but there is a lack of studies on how it affects cognitive processes like attention and working memory (WM). This study aims to compare attention and WM in digital and non-digital environments. In Experiment 1, we compared attention and working memory under paper and computer-based environment tasks. The findings showed that under non-digital condition attentional sustainability and visual working memory were better. In Experiment 2, we examined attentional shifting and sustainability at different levels of digital saturation (the presence of perceptual feedback on a website). Attentional sustainability was better in a saturated condition, but attentional shifting was not affected. Thus, the real environment is suggested to be superior due to lower saturation and higher motor-visual coherence. Digital saturation, along with the ACD idea, can guide attention. These results have applications for enhancing the user experience with interfaces.
- Published
- 2024
14. Human factor analysis of error detection and correction in hand-knotted carpet production process
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Kaur, Gagan Deep
- Published
- 2024
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15. Non-entity conceptualisation as an approach in social education
- Author
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Michal Černý
- Subjects
philosophy of education ,entities ,distributed cognition ,social pedagogy ,environmental grief ,artificial intelligence ,career counselling ,Special aspects of education ,LC8-6691 ,Sociology (General) ,HM401-1281 - Abstract
The present theoretical study focuses on reconceptualising the ontological model applied in social pedagogy from an entity-oriented to a distributed model of a dynamically changing network. The paper demonstrates how the novel conceptualisation can address intricate social pedagogy scenarios, including career counselling, defining social pedagogy, environmental grief, identity formation and engagement with social pedagogy target groups or integrating artificial intelligence in teaching. The study aims to introduce this novel way of thinking and acting into social pedagogical theory and practice and demonstrate the advantages of abandoning the entity- oriented approach.
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- 2024
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16. Higher dissociation and lower verbal ability predict news-related information sharing on social media
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Misia Temler, Helen M. Paterson, and Carolyn MacCann
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Social cognition ,Cognitive styles ,Individual differences ,Distributed cognition ,Social media ,Psychology ,BF1-990 - Abstract
Abstract High levels of online activity have been linked with lower critical engagement and cognitive ability as well as lapses in attention and memory. This study examines whether individual differences in cognitive styles and abilities relating to the theoretical framework of distributed cognition predict social media behaviour. In this online study, 784 MTurk participants (55% male) completed measures of social media use, online friendships, need for cognition, dissociative tendencies, and vocabulary. They also answered questions about online news-related information sharing (with and without reading the article). Multiple regression and relative weights analysis show that higher dissociative tendencies and lower verbal ability predict social media use, online friendships and information sharing behaviour. Dissociation was the most important predictor, particularly for sharing news-related information without first reading it, with moderate to large effects. Perceptions of information accuracy and source trustworthiness were identified as key factors in driving information sharing behaviour. Our research has important implications for today’s technological society.
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- 2024
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17. Remember it clearly: how solo travel influences tourists’ donation behavior toward the destination.
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Hu, Jihao, Wan, Lisa C., and Li, Xi
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SATISFACTION , *SELF-perception , *COGNITION , *CONTRACTING out , *MEMORY - Abstract
AbstractWhile existing research on solo travel often focuses on how solo travel affects tourists’ consumption-related (e.g. satisfaction, expenditure) or self-related consequences (e.g. self-growth), less is known about how solo travel exerts
social andenvironmental consequences in destination-related domains. Through three experimental studies in incentive-compatible measures, this research proposes that at the longer post-trip stage, solo travelers, are more likely to engage in donation behavior toward the destination than those with companions. The present work demonstrates that this happens because solo travel creates enhanced destination memory associations, leading to more destination-related memories incorporated into their own self-concept, that is, enhanced psychological connectedness toward the destination. This stronger feeling of connectedness ultimately increases donation behavior. Moreover, this research identifies a boundary condition: when the companionship is highly meaningful, both tourists engaged in solo travel and travel with companions are equally likely to exhibit donation behavior. Theoretical and practical implications are discussed. [ABSTRACT FROM AUTHOR]- Published
- 2024
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18. Distributed cognition in oral poetry improvisation: a semiosis-centered approach.
- Author
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Atã, Pedro and Queiroz, João
- Subjects
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COGNITIVE structures , *COGNITION , *POETRY (Literary form) , *SEMIOTICS , *ARGUMENT - Abstract
We propose a semiotic externalist approach that takes cognition as semiosis, gives central importance to the notion of temporal distribution, describes the elements of distributed cognitive systems (DCSs) as signs, and identifies the DCS itself as a system that enacts a sign. This is a semiosis-centered, and thus a non-agent-centered account of DCSs. In order to develop and illustrate our argument, we describe an example of DCS – the Brazilian verbo-musical improvisational tradition of repente – considering it first as embodiment of the formal structure of a cognitive task, and then as embodiment of a semiotic process. The latter corresponds to a semiotization of the description of repente sessions as DCSs, that focuses on how the DCS can embody a meta semiotic process, semiosis that supervenes on, and determines, distinct types of smaller-scale semiotic process. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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19. Ne-entitní konceptualizace jako přístup v sociální pedagogice.
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Černý, Michal
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IDENTITY (Psychology) ,ARTIFICIAL intelligence ,THEORY-practice relationship ,GRIEF ,PHILOSOPHY of education - Abstract
Copyright of Social Education / Sociální Pedagogika is the property of Tomas Bata University, Research Centre of the Faculty of Humanities and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2024
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20. QR-CLIP: Introducing Explicit Knowledge for Location and Time Reasoning.
- Author
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Shi, Weimin, Gao, Dehong, Xiong, Yuan, and Zhou, Zhong
- Subjects
VISUAL learning ,SOURCE code ,COGNITION - Abstract
This article focuses on reasoning about the location and time behind images. Given that pre-trained vision-language models (VLMs) exhibit excellent image and text understanding capabilities, most existing methods leverage them to match visual cues with location and time-related descriptions. However, these methods cannot look beyond the actual content of an image, failing to produce satisfactory reasoning results, as such reasoning requires connecting visual details with rich external cues (e.g., relevant event contexts). To this end, we propose a novel reasoning method, QR-CLIP, that aims at enhancing the model's ability to reason about location and time through interaction with external explicit knowledge such as Wikipedia. Specifically, QR-CLIP consists of two modules: (1) The Quantity module abstracts the image into multiple distinct representations and uses them to search and gather external knowledge from different perspectives that are beneficial to model reasoning. (2) The Relevance module filters the visual features and the searched explicit knowledge and dynamically integrates them to form a comprehensive reasoning result. Extensive experiments demonstrate the effectiveness and generalizability of QR-CLIP. On the WikiTiLo dataset, QR-CLIP boosts the accuracy of location (country) and time reasoning by 7.03% and 2.22%, respectively, over previous SOTA methods. On the more challenging TARA dataset, it improves the accuracy for location and time reasoning by 3.05% and 2.45%, respectively. The source code is at https://github.com/Shi-Wm/QR-CLIP. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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21. Artificial intelligence and posthumanist translation: ChatGPT versus the translator.
- Author
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Lee, Tong King
- Subjects
LANGUAGE models ,ARTIFICIAL intelligence ,CHATGPT ,TRANSLATORS ,SELF-perception ,POSTHUMANISM - Abstract
Although automated translation has been available for decades in myriad forms, the implication of the current exponential advancement in artificial intelligence (AI) for communication in general and translation in particular is more starkly affrontational than ever. Although Large Language Models, of which ChatGPT is exemplary, were not specifically designed for translation purposes, they are attested to have attained a sufficient degree of technical sophistication as to generate translations that match or surpass dedicated translation systems in the market like Google Translate and DeepL. This impacts the modus operandi of communication and the self-concept of language professionals including, of course, translators. This article asks how translation as a field of practice can best respond to this development. It critically reflects on the implications of AI for the conception of translation, arguing that an alternative framing around the idea of distribution allows us to rescale translation toward broader competencies and conceive of AI as a prosthesis of translators' minds. The article advocates a posthumanist perspective on translation with a view to expanding its spectrum of skills, modes, and media as well as transcending the traditional personae of translators. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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22. Three waves of extended mind theories and urban planning: the city as a distributed socio-cognitive architecture.
- Author
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Candeloro, Giulia, Mastrolonardo, Luciana, Angrilli, Massimo, Crociata, Alessandro, and Sacco, Pier Luigi
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URBAN planning ,SWARM intelligence ,PARTICIPATORY design ,COGNITION ,RESONANCE - Abstract
This article explores the intersection between cognition theories and urban planning, conceptualizing the city as a distributed socio-cognitive architecture. It traces the evolution of these theories through three waves—functionalism, social externalism, and radical enactivism —. Correspondingly, the article suggests implications for reorienting urban planning approaches, highlighting participatory design, collaborative placemaking, and the nurturing of place-based affordances. Drawing examples from existing planning literature, it demonstrates resonances with Extended Mind-informed orientations. The conclusion synthesizes these insights, proposing a potentially transformative framework by rethinking planning as more participatory, pluralistic, and cognitively integrative, challenging internalist and technocratic assumptions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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23. Higher dissociation and lower verbal ability predict news-related information sharing on social media.
- Author
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Temler, Misia, Paterson, Helen M., and MacCann, Carolyn
- Subjects
INTERNET friendship ,COGNITIVE styles ,VERBAL ability ,COGNITIVE ability ,INFORMATION sharing - Abstract
High levels of online activity have been linked with lower critical engagement and cognitive ability as well as lapses in attention and memory. This study examines whether individual differences in cognitive styles and abilities relating to the theoretical framework of distributed cognition predict social media behaviour. In this online study, 784 MTurk participants (55% male) completed measures of social media use, online friendships, need for cognition, dissociative tendencies, and vocabulary. They also answered questions about online news-related information sharing (with and without reading the article). Multiple regression and relative weights analysis show that higher dissociative tendencies and lower verbal ability predict social media use, online friendships and information sharing behaviour. Dissociation was the most important predictor, particularly for sharing news-related information without first reading it, with moderate to large effects. Perceptions of information accuracy and source trustworthiness were identified as key factors in driving information sharing behaviour. Our research has important implications for today's technological society. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. Rewilding psychology.
- Author
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Baggs, Edward and Sanches de Oliveira, Guilherme
- Subjects
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PSYCHOLOGICAL techniques , *PSYCHOLOGICAL research , *METHODOLOGICAL individualism , *COMMUNITY psychology , *FUNCTIONAL analysis - Abstract
Some commentators have recently argued that scientific psychology is overly reliant on artificial laboratory-based activities and that it undervalues field-based investigations. However, it remains unclear how a field-based programme of psychological research might be organized in a scalable way. We examine and compare two existing field-based approaches: Roger Barker's behaviour settings programme and Edwin Hutchins's distributed cognition programme. Both programmes prioritize observational work, and both reject the individual as the unit of analysis in favour of a community-scale unit. However, whereas the behaviour settings programme is concerned with structural properties of community life, distributed cognition is concerned more narrowly with the functional analysis of expert team performance. We discuss how these programmes can inform a future community-scale approach to studying psychology in the wild. We conclude that the two programmes are proof of concept of the possibility of a scientific psychology that rejects methodological individualism. This article is part of the theme issue 'People, places, things and communities: expanding behaviour settings theory in the twenty-first century'. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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25. Enacted emotionality: a missing concept for directing affective screen acting?
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Sharp, Martin
- Subjects
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MOTION picture acting , *FILMMAKING , *COGNITION , *AFFECT (Psychology) , *EMOTIONS , *TELEVISION dramas - Abstract
Creating emotionally truthful screen performances is often thought the performance elixir for screen actors and directors, but how this process is approached is subject to significant, and often idiosyncratic, variation from both actors and directors alike. During my own experience as a professional director working in filmed drama, I recognised the struggle rationalising a response to each performed take. In this article, I attempt to identify a conceptual frame implicit in many approaches to directing screen acting but not explicitly referenced or conceptualised as a directorial skill or intrinsic directorial process. This analysis aims to identify enacted emotionality as a missing concept from the directing screen acting literature. This analysis rooted in the theories of distributed cognition, a constructed theory of emotion, and affect theory attempts to explain how the process of directing screen acting can be more explicitly defined as characterising the range of cognitive activities involved in, and experienced by, screen directors and actors while making Film/TV drama. This inter-disciplinary approach offers a conceptual contribution towards the application of an enacted emotionality as a missing concept in the directing screen acting literature that can benefit future media education and practice for screen directors, actors, and media scholars. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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26. Experts or Authorities? The Strange Case of the Presumed Epistemic Superiority of Artificial Intelligence Systems.
- Author
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Ferrario, Andrea, Facchini, Alessandro, and Termine, Alberto
- Abstract
The high predictive accuracy of contemporary machine learning-based AI systems has led some scholars to argue that, in certain cases, we should grant them epistemic expertise and authority over humans. This approach suggests that humans would have the epistemic obligation of relying on the predictions of a highly accurate AI system. Contrary to this view, in this work we claim that it is not possible to endow AI systems with a genuine account of epistemic expertise. In fact, relying on accounts of expertise and authority from virtue epistemology, we show that epistemic expertise requires a relation with understanding that AI systems do not satisfy and intellectual abilities that these systems do not manifest. Further, following the Distribution Cognition theory and adapting an account by Croce on the virtues of collective epistemic agents to the case of human-AI interactions we show that, if an AI system is successfully appropriated by a human agent, a hybrid epistemic agent emerges, which can become both an epistemic expert and an authority. Consequently, we claim that the aforementioned hybrid agent is the appropriate object of a discourse around trust in AI and the epistemic obligations that stem from its epistemic superiority. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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27. Distributed cognition, Shakespeare’s theatre, and the dogma of harmony
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Tribble, Evelyn
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- 2024
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28. Using AI to Support Education for Collective Intelligence
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Casebourne, Imogen, Shi, Shengpeng, Hogan, Michael, Holmes, Wayne, Hoel, Tore, Wegerif, Rupert, and Yuan, Li
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- 2024
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29. Narrative Railroading
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Osler, Lucy
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- 2024
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30. A scoping review of distributed cognition in acute care clinical decision-making
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Wilson, Eric, Daniel, Michelle, Rao, Aditi, Torre, Dario, Durning, Steven, Anderson, Clare, Goldhaber, Nicole H, Townsend, Whitney, and Seifert, Colleen M
- Subjects
Biomedical and Clinical Sciences ,Clinical Sciences ,Clinical Research ,Behavioral and Social Science ,Health Services ,Health and social care services research ,8.1 Organisation and delivery of services ,Management of diseases and conditions ,7.3 Management and decision making ,Humans ,Cognition ,Clinical Decision-Making ,Emergency Service ,Hospital ,Medical Records ,Physicians ,acute care settings ,clinical-decision making ,distributed cognition ,scoping review ,systems-level error ,Clinical sciences - Abstract
ObjectivesIn acute care settings, interactions between providers and tools drive clinical decision-making. Most studies of decision-making focus on individual cognition and fail to capture critical collaborations. Distributed Cognition (DCog) theory provides a framework for examining the dispersal of tasks among agents and artifacts, enhancing the investigation of decision-making and error.ContentThis scoping review maps the evidence collected in empiric studies applying DCog to clinical decision-making in acute care settings and identifies gaps in the existing literature.Summary and outlookThirty-seven articles were included. The majority (n=30) used qualitative methods (observations, interviews, artifact analysis) to examine the work of physicians (n=28), nurses (n=27), residents (n=16), and advanced practice providers (n=12) in intensive care units (n=18), operating rooms (n=7), inpatient units (n=7) and emergency departments (n=5). Information flow (n=30) and task coordination (n=30) were the most frequently investigated elements of DCog. Provider-artifact (n=35) and provider-provider (n=30) interactions were most explored. Electronic (n=18) and paper (n=15) medical records were frequently described artifacts. Seven prominent themes were identified. DCog is an underutilized framework for examining how information is obtained, represented, and transmitted through complex clinical systems. DCog offers mechanisms for exploring how technologies, like EMRs, and workspaces can help or hinder clinical decision-making.
- Published
- 2023
31. Situated Affects and Place Memory.
- Author
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Sutton, John
- Subjects
MEMORY ,EMOTIONS ,AFFECT (Psychology) ,DOGMA ,ATTITUDE (Psychology) ,COLLECTIVE memory - Abstract
Traces of many past events are often layered or superposed, in brain, body, and world alike. This often poses challenges for individuals and groups, both in accessing specific past events and in regulating or managing coexisting emotions or attitudes. We sometimes struggle, for example, to find appropriate modes of engagement with places with complex and difficult pasts. More generally, there can appear to be a tension between what we know about the highly constructive nature of remembering, whether it is drawing on neural or worldly resources or both, and the ways that we need and use memory to make claims on the past, and to maintain some appropriate causal connections to past events. I assess the current state of work on situated affect and distributed memory, and the recent criticisms of the 'dogma of harmony' in these fields. I then deploy these frameworks to examine some affective dimensions of place memory, sketching a strongly distributed conception of places as sometimes partly constituting the processes and activities of feeling and remembering. These approaches also offer useful perspectives on the problems of how to engage – politically and aesthetically – with difficult pasts and historically burdened heritage. In assessing artistic interventions in troubled places, we can seek responsibly to do justice to the past while fully embracing the dynamic and contested constructedness of our present emotions, memories, and activities. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
32. Primacy Effects in Extended Cognitive Strategy Choice: Initial Speed Benefits Outweigh Later Speed Benefits.
- Author
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Weis, Patrick P. and Kunde, Wilfried
- Subjects
- *
SPEED , *MOBILE apps , *INFORMATION processing - Abstract
Background: Human performers often recruit environment-based assistance to acquire or process information, such as relying on a smartphone app, a search engine, or a conversational agent. To make informed choices between several of such extended cognitive strategies, performers need to monitor the performance of these options. Objective: In the present study, we investigated whether participants monitor an extended cognitive strategy's performance—here, speed—more closely during initial as compared to later encounters. Methods: In three experiments, 737 participants were asked to first observe speed differences between two competing cognitive strategies—here, two competing algorithms that can obtain answers to trivia questions—and eventually choose between both strategies based on the observations. Results: Participants were sensitive to subtle speed differences and selected strategies accordingly. Most remarkably, even when participants performed identically with both strategies across all encounters, the strategy with superior speed in the initial encounters was preferred. Worded differently, participants exhibited a technology-use primacy effect. Contrarily, evidence for a recency effect was weak at best. Conclusion: These results suggest that great care is required when performers are first acquainted with novel ways to acquire or process information. Superior initial performance has the potential to desensitize the performer for inferior later performance and thus prohibit optimal choice. Application: Awareness of primacy enables users and designers of extended cognitive strategies to actively remediate suboptimal behavior originating in early monitoring episodes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Intention offloading: Domain-general versus task-specific confidence signals.
- Author
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Sachdeva, Chhavi and Gilbert, Sam J.
- Subjects
- *
TASK performance , *PROMPTS (Psychology) , *RESEARCH funding , *CONFIDENCE , *INTENTION , *MEMORY , *PERSONALITY , *COGNITION - Abstract
Intention offloading refers to the use of external reminders to help remember delayed intentions (e.g., setting an alert to help you remember when you need to take your medication). Research has found that metacognitive processes influence offloading such that individual differences in confidence predict individual differences in offloading regardless of objective cognitive ability. The current study investigated the cross-domain organization of this relationship. Participants performed two perceptual discrimination tasks where objective accuracy was equalized using a staircase procedure. In a memory task, two measures of intention offloading were collected, (1) the overall likelihood of setting reminders, and (2) the bias in reminder-setting compared to the optimal strategy. It was found that perceptual confidence was associated with the first measure but not the second. It is shown that this is because individual differences in perceptual confidence capture meaningful differences in objective ability despite the staircase procedure. These findings indicate that intention offloading is influenced by both domain-general and task-specific metacognitive signals. They also show that even when task performance is equalized via staircasing, individual differences in confidence cannot be considered a pure measure of metacognitive bias. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. On the Page and Off the Page: Adolescents' Collaborative Writing in an After-School Spoken-Word Poetry Team.
- Author
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Vaughan, Andrea and Lesus, Melina
- Subjects
- *
TEENAGERS , *POETRY (Literary form) , *TEENAGE girls , *RESEARCH personnel , *CREATIVE writing , *TEAMS , *COGNITION - Abstract
Using case study methodology, this article analyzes the collaborative writing of three adolescent girls, one Latina and two Black, composing a group poem in an after-school spoken word poetry team. Drawing from literature on distributed cognition and embodiment, we found that participants utilized a system of writing techniques "on the page," as well as a variety of embodied and social practices "off the page" in their team meetings to collaboratively compose this poem. We argue that focusing on the intersection of distributed cognition and embodiment in collaborative writing allows writing researchers to more fully attend to the collaborative sociality of all writing and allows teachers to support youth writers in recognizing and gaining collaborative writing skills for professional and creative writing contexts. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
35. Beak Simulations and Car Investigations: Investigating Pinterest as a Resource for Two Science Topics.
- Author
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Nixon, Ryan S. and Navy, Shannon L.
- Subjects
- *
SOCIAL media , *BEAKS - Abstract
There is tension about teachers' professional use of social media platforms, such as Pinterest, to access instructional resources for teaching science. Teachers' frequent use of Pinterest signals their perceived value despite concerns about the quality of the resources found there. These resources can constitute a part of teachers' network of resources, contributing in some ways and constraining in others. This study seeks to contribute to the discussion about online resources through an in-depth content analysis of 438 websites on Pinterest related to two elementary science topics: adaptation and force. Findings indicate the potential of Pinterest to expand the number and variety of examples available to teachers for both topics. However, findings also demonstrate ways resources for both topics could constrain teachers' knowledge systems: they may narrow teachers' vision of quality science instruction to engaging in activities and the resources for both topics may constrain teachers' knowledge of the science subject matter. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. Nonreductive Group Knowledge Revisited.
- Author
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Kallestrup, Jesper
- Subjects
- *
SOCIAL epistemology , *COGNITION - Abstract
A prominent question in social epistemology concerns the epistemic profile of groups. While inflationists and deflationists agree that groups are fit to constitute knowers, they disagree about whether group knowledge is reducible to knowledge of their individual members. This paper develops and defends a weak inflationist view according to which some, but not all, group knowledge is over and above any knowledge of their members. This view sits between the deflationist view that all group knowledge is reducible to individual knowledge, and the strong inflationist view that some such knowledge even fails to supervene on features of individuals. Thus, some group knowledge is irreducible, but all such knowledge is anchored in, and so doesn't float freely from, individual features. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. Cognition and Human Computer Interaction in Healthcare
- Author
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Kaufman, David R., Kannampallil, Thomas G., Patel, Vimla L., Patel, Vimla L., Series Editor, Kushniruk, Andre W., editor, Kaufman, David R., editor, and Kannampallil, Thomas G., editor
- Published
- 2024
- Full Text
- View/download PDF
38. Distributed Representational Analysis in Support of Multi-perspective Decision-Making
- Author
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Menukhin, Olga, Mehandjiev, Nikolay, van der Aalst, Wil, Series Editor, Ram, Sudha, Series Editor, Rosemann, Michael, Series Editor, Szyperski, Clemens, Series Editor, Guizzardi, Giancarlo, Series Editor, Papadaki, Maria, editor, Themistocleous, Marinos, editor, Al Marri, Khalid, editor, and Al Zarouni, Marwan, editor
- Published
- 2024
- Full Text
- View/download PDF
39. Three waves of extended mind theories and urban planning: the city as a distributed socio-cognitive architecture
- Author
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Giulia Candeloro, Luciana Mastrolonardo, Massimo Angrilli, Alessandro Crociata, and Pier Luigi Sacco
- Subjects
extended mind theories ,urban planning ,participatory design ,sociocultural practices ,place-based affordances ,distributed cognition ,Engineering (General). Civil engineering (General) ,TA1-2040 ,City planning ,HT165.5-169.9 - Abstract
This article explores the intersection between cognition theories and urban planning, conceptualizing the city as a distributed socio-cognitive architecture. It traces the evolution of these theories through three waves—functionalism, social externalism, and radical enactivism —. Correspondingly, the article suggests implications for reorienting urban planning approaches, highlighting participatory design, collaborative placemaking, and the nurturing of place-based affordances. Drawing examples from existing planning literature, it demonstrates resonances with Extended Mind-informed orientations. The conclusion synthesizes these insights, proposing a potentially transformative framework by rethinking planning as more participatory, pluralistic, and cognitively integrative, challenging internalist and technocratic assumptions.
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- 2024
- Full Text
- View/download PDF
40. Examining Moral Injury using a Predictive Processing Framework
- Author
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Xanthios, Konstantinos and Saffaran, Pouria
- Subjects
Philosophy ,Psychology ,Cognitive development ,Complex systems ,Distributed cognition ,Emotion Disorder ,Intelligent agents ,Perception ,Predictive Processing - Abstract
Moral injury describes the set of psychological symptoms resulting from traumatic experiences that violate one’s moral presuppositions. Such disruption occurs when an individual encounters information from the environment that cannot be reconciled with the fundamental assumptions underlying their predictive models of the world. Examination of predictive models has been rapidly developing within cognitive science, with the predictive processing framework emerging as a central paradigm. Predictive processing entails estimations of sensory uncertainty scaffolded by previous predictions and modified by attention. This model describes cognition as seeking to minimize sensory prediction error using dynamic interactions between top-down and bottom-up processes. Therefore, the predictive processing framework may be fruitfully used to examine psychological changes related to moral injury. Towards this end, we will consider moral injury as a form of belief updating, dysregulation in precision estimates of predictive models, and a breakdown in what Ramstead et al. (2016) call ‘regimes of shared attention.
- Published
- 2023
41. Can you help me? Using others to offload cognition
- Author
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Armitage, Kristy L and Redshaw, Jonathan
- Subjects
Psychology ,Distributed cognition ,Memory ,Problem Solving ,Social cognition - Abstract
One of the most ancient and universal forms of cognitive offloading is the outsourcing of cognitive operations onto other humans. We explored mechanisms underlying this ability by designing a novel computerised memory task where participants memorised target locations and recalled them after a brief delay. Next, they watched two virtual people compete in another memory game, where one demonstrated a reliable memory, and the other demonstrated an unreliable memory. Finally, participants completed the initial memory task again, with either the reliable-memory or unreliable-memory person being available to help with recall on each trial. Through observation and without direct instruction, participants acquired beliefs about the virtual people’s cognitive proficiencies and could readily draw upon these beliefs to inform offloading decisions. Participants were more likely to seek help from the reliable-memory person, and this tendency interacted with factors known to drive cognitive offloading more generally, like task difficulty and unaided cognitive ability.
- Published
- 2023
42. Putting interaction center-stage for the study of knowledge structures and processes
- Author
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Rączaszek-Leonardi, Joanna, Tylen, Kristian, Dingemanse, Mark, Smith, Linda, Karmazyn Raz, Hadar, Enfield, Nick, Kallen, Rachel W., Richardson, Michael J, Romero, Veronica, Chowdhury, Tahiya, Paxton, Alexandra, and Zubek, Julian
- Subjects
Distributed cognition ,Embodied Cognition ,Interactive behavior ,Situated cognition ,Dynamic Systems Modeling - Abstract
Humans are social animals. Human cognition evolved in a social context. Human cognition develops in a social context. Thus, both the internal mechanisms of cognition and the information we use are social. In this workshop, we aim to extend the boundaries of cognitive sciences beyond individual minds. Following the lead of Dingemanse et al. (2023), we put interaction in focus as a complementary starting point for the study of human cognition.
- Published
- 2023
43. Teacher Cognition: A Model of How Teachers Build Distributed and Enactive Narratives, to Generate and Finetune Mechanism Concepts in Student Minds
- Author
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Upadhyay, Pranshi, Salve, Joseph, KK, Mashood, and Chandrasekharan, Sanjay
- Subjects
Education ,Distributed cognition ,Embodied Cognition ,Social cognition - Abstract
Science teaching is a complex socio-cognitive practice, where teachers simultaneously collaborate with and influence student minds. This process is distributed across textbooks, explanations, blackboard activities, student questions, student performance, etc.; and enactive, as teachers act out scientific mechanisms using descriptions, gestures, teaching props, models etc. This complex process of Teacher Cognition (TC) is not well understood, as existing studies are disparate, and based on disjointed approaches. The lack of a TC theory limits the design of systematic education policies - currently based on intuitions about teacher cognition - leading to policy guidelines that teachers find difficult to implement. Recent developments in embodied/enactive cognition theory – particularly the enactive simulation model of language and the enactive simulation theory of other minds – provide useful ways to develop models of TC, especially related to science teaching. Here we extend and develop a finer-grained version of a recent enactive model of TC, using classroom data.
- Published
- 2023
44. Seeing the connection: Manipulating access to visual information facilitates creative insight
- Author
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Tabatabaeian, Shadab and Marghetis, Tyler
- Subjects
Creativity ,Distributed cognition ,Embodied Cognition ,Problem Solving ,Situated cognition ,Bayesian modeling ,Statistics - Abstract
Creative people move in ways that seem aimless. Artists and mathematicians wander about, sometimes standing next to their easel or blackboard, other times standing across the room. Why do creatives expend energy on aimless movement? We propose that such movements facilitate insight by changing the information that is visually available. We tested this mechanism in two online studies. Participants attempted to solve an insight puzzle. We manipulated whether participants could only see a diagram representing the puzzle, as though they were standing close to it, or could also see a diagram from an earlier puzzle, as though they had stepped back. Visual access to the second diagram acted as a visual hint, increasing the rate of insight by suggesting an analogous solution. We argue that this mechanism explains the creative benefits of seemingly aimless movement. We discuss implications for understanding creativity as arising from interactions among brain, body, and environment.
- Published
- 2023
45. Social Cognition Is Grounded in Physical Reality
- Author
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Cecutti, Lorenzo, Lee, Spike W. S., Carlston, Donal E., book editor, Hugenberg, Kurt, book editor, and Johnson, Kerri L., book editor
- Published
- 2024
- Full Text
- View/download PDF
46. Narrative Deference
- Author
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Byrne, Eleanor A.
- Published
- 2024
- Full Text
- View/download PDF
47. Complexity theory and learning: Less radical than it seems?
- Author
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Guile, David and Wilde, Rachel J.
- Subjects
- *
COMPLEXITY (Philosophy) , *TEAM learning approach in education , *DISTRIBUTED cognition , *LEARNING , *IMMATERIALISM (Philosophy) - Abstract
In a spirit of collegial support, this paper argues that Beckett and Hager's theoretical justification and empirical exemplifications do not do full justice to the complexity of group or team learning. We firstly reaffirm our support for the theoretical argument Becket and Hager make, though expressing some reservations about Complexity Theory, to explain the taken-for-granted assumptions that learning by an individual is the paradigm case of learning and that context plays a minimal role in this process. Drawing on our joint and separate work, we demonstrate that Becket and Hager's argument is less radical than it may initially seem because it is predicated on: (i) cognitive-bounded rather than "distributed" or "extended" conception of mind; (ii) material rather than a "immaterial" conception of activity; and (iii) co-present rather than a "fractional" or "connective" conception of ontology. Despite making this critique, we conclude by making the case that we are adding further substance to Becket and Hager's overarching argument and, in doing so, encouraging them to be more radical about how they conceptualise the complexity of learning. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
48. Situated minds and distributed systems in translation: Exploring the conceptual and empirical implications.
- Author
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Sannholm, Raphael and Risku, Hanna
- Subjects
TRANSLATING & interpreting ,COGNITION ,COGNITIVE analysis ,DISTRIBUTED cognition ,STRUCTURATION theory - Abstract
This article sheds light on two different perspectives on the boundaries of the cognitive system and the consequences of their adoption for Cognitive Translation and Interpreting Studies (CTIS). Both are represented by different approaches within the cognitive scientific cluster of approaches referred to as situated or 4EA (embodied, embedded, enactive, extended, and affective) cognition. The first, the person-centred perspective, takes individuals as a starting point and describes their interactions with their social and material surroundings. The second, the distributed, extended perspective, takes the joint activity of different situated actors and material artefacts as its starting point and depicts this socio-cognitive unit as the object of analysis. With this article, we do not seek to advocate the use of one over the other. Rather, we attempt to offer a coherent interpretation of how the cognitive process of translation can be studied and interpreted as a situated activity either from the perspective of individual actors or from a larger, distributed, and extended angle that considers people and the relevant social and material environment as a system. Specifically, we discuss what is to be gained if translation is studied from a distributed cognitive perspective. To this end, we illustrate key aspects of the discussion using empirical examples from current field research in which both an individual and a distributed perspective are applied to analyse interaction in a translation workplace. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
49. A User-Centered Data Visualization of Atherosclerotic Heart Disease Risk Factors.
- Author
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RIVAS, Sandra, POWELL-FONTENOT, Tonita, ADEGUNLEHIN, Abayomi, and Yang GONG
- Abstract
High cholesterol levels significantly contribute to the risk of atherosclerotic cardiovascular disease (ACVD), with a notable portion of ischemic heart disease cases linked to elevated cholesterol levels. Effective graphical displays of lipid panel tests and other cardiac risk factors are crucial for quick and accurate data interpretation, enabling early intervention for individuals with hyperlipidemia. Applying design theories such as Gestalt and distributed cognitive theories is essential for creating user-centered graphical data displays in the context of cardiovascular (CV) risk factors. The proposed dashboard informed by these theories is expected to help healthcare providers better address cardiovascular disease (CVD), enhancing diagnosis, treatment, and prevention. Moreover, this approach may help alleviate clinical provider burnout, improve patient outcomes, and reduce provider stress, thus contributing to safer and more effective healthcare systems. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
50. Analysis of Influencing Factors on Farmers' Willingness to Pay for the Use of Residential Land Based on Supervised Machine Learning Algorithms.
- Author
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Jin, Jiafang, Li, Xinyi, Liu, Guoxiu, Dai, Xiaowen, and Ran, Ruiping
- Subjects
SUPERVISED learning ,WILLINGNESS to pay ,MACHINE learning ,LAND use ,FACTOR analysis ,GROUP identity ,DIAGNOSIS related groups ,ELECTRONIC billing - Abstract
Aimed at advancing the reform of the Paid Use of Residential Land, this study investigates the willingness to pay among farmers and its underlying factors. Based on a Logistic Regression analysis of a micro-survey of 450 pieces of data from the Sichuan Province in 2023, we evaluated the effects of three factors, namely individual, regional and cultural forces. Further, Random Forest analysis and SHAP value interpretation refined our insights into these effects. Firstly, the research reveals a significant willingness to pay, with 83.6% of sample farmers being ready to participate in the reform, and 53.1% of them preferring online payment (the funds are mostly expected to be used for village infrastructure improvements). Secondly, the study implies that Individual Force is the most impactful factor, followed by regional and cultural forces. Thirdly, the three factors show different effects on farmers' willingness to pay from different income groups, i.e., villagers with poorer infrastructure and lower clarity of homestead policy systems tend to be against the reform, whereas farmers with strong urban identity and collective pride support it. Based on these findings, efforts should be made to increase the publicity of Paid Use of Residential Land. Moreover, we should clarify the reform policies, accelerate the development of the online payment platform, use the funds for village infrastructure improvements, and advocate for care-based fee measures for disadvantaged groups. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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