On the role(s) of modelling in cognitive science

2008 ◽  
Vol 16 (1) ◽  
pp. 37-56 ◽  
Author(s):  
Anthony F. Morse ◽  
Tom Ziemke
Keyword(s):  
Design Of Experiments ◽  
Cognitive Science ◽  
Embodied Cognition ◽  
Empirical Method ◽  
Data Driven ◽  
Is Theory

Although work on computational and robotic modelling of cognition is highly diverse, as an empirical method it can be roughly divided into at least two clearly different, though non-exclusive branches, motivated to evaluate the sufficiency or the necessity of theories when it comes to accounting for data and/or other observations. With the rising profile of theories of situated/embodied cognition, a third non-exclusive avenue for investigation has also gained in popularity, the investigation of agent-environment embedding or more generally, exploration. Still in its infancy, and often confused with sufficiency testing, this relatively new kind of modelling, which is theory- rather than data-driven, investigates the role of the environment in shaping the ontogenetic and/or phylogenetic development of situated agency. Each of these three approaches presents many issues that modellers must be sensitive to, both in the design of experiments, and in the conclusions that can be drawn from them. This paper highlights some of these issues, provides examples, and addresses the contribution of computational/robotic modelling to cognitive science, as well as some of its limitations.

William James and Embodied Religious Belief

2018 ◽  
Vol 15 (3) ◽  
pp. 366-386
Author(s):  
Tobias Tan
Keyword(s):  
Cognitive Science ◽  
Embodied Cognition ◽  
Religious Belief ◽  
Cultural Context ◽  
William James ◽  
Religious Practices ◽  
4E Cognition ◽  
Cognitive Scaffolding

Scholars have recently identified resemblances between pragmatist thought and contemporary trends in cognitive science in the area of ‘embodied cognition’ or ‘4E cognition.’ In this article I explore these resemblances in the account of religious belief provided by the classical pragmatist philosopher William James. Although James’s psychology does not always parallel the commitments of embodied cognition, his insights concerning the role of emotion and socio-cultural context in shaping religious belief, as well as the action-oriented nature of such beliefs, resonate with embodied and embedded accounts of religious belief. James’s insights are readily extended in light of contemporary embodied cognition research to highlight the interdependency between religious belief of individuals and the cognitive scaffolding provided by embodied religious practices.

Varieties of embodiment in cognitive science

2017 ◽  
Vol 28 (2) ◽  
pp. 227-248 ◽  
Author(s):  
Nicolás Alessandroni
Keyword(s):  
Cognitive Science ◽  
Embodied Cognition ◽  
Multilevel Analysis ◽  
Hierarchical Model ◽  
The Body ◽  
Human Cognition ◽  
Extended Body ◽  
Philosophical Debates

This article presents an epistemological multilevel analysis of the embodied cognition studies’ programme. It is proposed that within the cognitive-embodied type it is possible to find at least four distinct hypotheses regarding the role of the body in human cognition: (a) body-in-action hypothesis, (b) extended body hypothesis, (c) ecological body hypothesis, and (d) body-as-a-physical-datum hypothesis. The foundations of these hypotheses and some philosophical debates underlying embodiment are discussed in-depth. After briefly addressing the key contributions of social embodied theories, the article presents a hierarchical model that allows for the analysis of the epistemological consequences derived from each embodiment conception. Finally, a prospective epistemological criticism is introduced to provide a comprehensive and contemporary overview of the issue.

The Role of Theories of Embodied Cognition in Research and Modeling of Emotions

2019 ◽  
Vol 62 (5) ◽  
pp. 124-138
Author(s):  
Alexandra V. Shiller
Keyword(s):  
Artificial Intelligence ◽  
Embodied Cognition ◽  
Mirror Neurons ◽  
Empirical Studies ◽  
Unknown Quantity ◽  
Emotional Processes ◽  
Strong Artificial Intelligence ◽  
European Philosophy ◽  
Postmodern Philosophy

The article analyzes the role of theories of embodied cognition for the development of emotion research. The role and position of emotions changed as philosophy developed. In classical and modern European philosophy, the idea of the “primacy of reason” prevailed over emotions and physicality, emotions and affective life were described as low-ranking phenomena regarding cognitive processes or were completely eliminated as an unknown quantity. In postmodern philosophy, attention focuses on physicality and sensuality, which are rated higher than rational principle, mind and intelligence. Within the framework of this approach, there is a recently emerged theory of embodied cognition, which allows to take a fresh look at the place of emotions in the architecture of mental processes – thinking, perception, memory, imagination, speech. The article describes and analyzes a number of empirical studies showing the impossibility of excluding emotional processes and the significance of their research for understanding the architecture of embodied cognition. However, the features of the architecture of embodied cognition remain unclear, and some of the discoveries of recent years (mirror neurons or neurons of simulation) rather raise new questions and require further research. The rigorously described and clear architecture of the embodied cognition can grow the theoretical basis that will allow to advance the studies of learning processes, language understanding, psychotherapy techniques, social attitudes and stereotypes, highlight the riddle of consciousness and create new theories of consciousness or even create an anthropomorphic artificial intelligence that is close to “strong artificial intelligence.”

The Central Role of Cognitive Computations in Human-Information Interaction

2018 ◽  
Author(s):  
Wai-Tat Fu ◽  
Jessie Chin ◽  
Q. Vera Liao
Keyword(s):  
Information Systems ◽  
Cognitive Science ◽  
Intelligent Systems ◽  
Intelligent System ◽  
Levels Of Abstraction ◽  
Intelligent Information Systems ◽  
Emergent Behaviour ◽  
Information Interaction ◽  
Intelligent Information

Cognitive science is a science of intelligent systems. This chapter proposes that cognitive science can provide useful perspectives for research on technology-mediated human-information interaction (HII) when HII is cast as emergent behaviour of a coupled intelligent system. It starts with a review of a few foundational concepts related to cognitive computations and how they can be applied to understand the nature of HII. It discusses several important properties of a coupled cognitive system and their implication to designs of information systems. Finally, it covers how levels of abstraction have been useful for cognitive science, and how these levels can inform design of intelligent information systems that are more compatible with human cognitive computations.

scholarly journals Out of the loop? On the radical and the routine in urban big data

Urban Studies ◽  
2021 ◽  
pp. 004209802110140
Author(s):  
Sarah Barns
Keyword(s):  
Artificial Intelligence ◽  
Big Data ◽  
Computational Models ◽  
Data Driven ◽  
Urban Systems ◽  
Out Of The Loop ◽  
Urban Futures ◽  
Urban Behaviour ◽  
The City

This commentary interrogates what it means for routine urban behaviours to now be replicating themselves computationally. The emergence of autonomous or artificial intelligence points to the powerful role of big data in the city, as increasingly powerful computational models are now capable of replicating and reproducing existing spatial patterns and activities. I discuss these emergent urban systems of learned or trained intelligence as being at once radical and routine. Just as the material and behavioural conditions that give rise to urban big data demand attention, so do the generative design principles of data-driven models of urban behaviour, as they are increasingly put to use in the production of replicable, autonomous urban futures.

scholarly journals Transkingdom interactions between Lactobacilli and hepatic mitochondria attenuate western diet-induced diabetes

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Richard R. Rodrigues ◽  
Manoj Gurung ◽  
Zhipeng Li ◽  
Manuel García-Jaramillo ◽  
Renee Greer ◽  
...  
Keyword(s):  
Functional Role ◽  
Reduced Glutathione ◽  
Western Diet ◽  
Data Driven ◽  
Data Driven Approach ◽  
Probiotic Strains ◽  
Host Metabolism ◽  
Harmful Effects

AbstractWestern diet (WD) is one of the major culprits of metabolic disease including type 2 diabetes (T2D) with gut microbiota playing an important role in modulating effects of the diet. Herein, we use a data-driven approach (Transkingdom Network analysis) to model host-microbiome interactions under WD to infer which members of microbiota contribute to the altered host metabolism. Interrogation of this network pointed to taxa with potential beneficial or harmful effects on host’s metabolism. We then validate the functional role of the predicted bacteria in regulating metabolism and show that they act via different host pathways. Our gene expression and electron microscopy studies show that two species from Lactobacillus genus act upon mitochondria in the liver leading to the improvement of lipid metabolism. Metabolomics analyses revealed that reduced glutathione may mediate these effects. Our study identifies potential probiotic strains for T2D and provides important insights into mechanisms of their action.

Role of Saliva in Caries Models

1995 ◽  
Vol 9 (3) ◽  
pp. 235-238 ◽  
Author(s):  
W.M. Edgar ◽  
S.M. Higham
Keyword(s):  
Design Of Experiments ◽  
Crucial Role ◽  
Time Course ◽  
Therapeutic Agents ◽  
White Spot ◽  
Protective Effects ◽  
White Spot Lesions ◽  
Dynamic Effects ◽  
Full Expression

The crucial role played by the actions of saliva in controlling the equilibrium between de- and remineralization in a cariogenic environment is demonstrated by the effects on caries incidence of salivary dysfunction and by the distribution of sites of caries predilection to those where salivary effects are restricted. However, of the several properties of saliva which may confer protective effects, it is not certain which are most important. A distinction can be made between static protective effects, which act continuously, and dynamic effects, which act during the time-course of the Stephan curve. Evidence implicates salivary buffering and sugar clearance as important dynamic effects of saliva to prevent demineralization; of these, the buffering of plaque acids may predominate. Enhanced remineralization of white spot lesions may also be regarded as dynamic protective effects of saliva. Fluoride in saliva (from dentifrices, ingesta, etc.) may promote remineralization and (especially fluoride in plaque) inhibit demineralization. The design of experiments using caries models must take into account the static and dynamic effects of saliva. Some models admit a full expression of these effects, while others may exclude them, restricting the range of investigations possible. The possibility is raised that protective effects of saliva and therapeutic agents may act cooperatively.

scholarly journals The role of cultural practices in the emergence of modern human intelligence

2008 ◽  
Vol 363 (1499) ◽  
pp. 2011-2019 ◽  
Author(s):  
Edwin Hutchins
Keyword(s):  
Embodied Cognition ◽  
Cognitive Processes ◽  
Human Activities ◽  
Cultural Practices ◽  
Modern Human ◽  
Human Intelligence ◽  
Symbolic Representations ◽  
High Level ◽  
Human Brains

Innate cognitive capacities are orchestrated by cultural practices to produce high-level cognitive processes. In human activities, examples of this phenomenon range from everyday inferences about space and time to the most sophisticated reasoning in scientific laboratories. A case is examined in which chimpanzees enter into cultural practices with humans (in experiments) in ways that appear to enable them to engage in symbol-mediated thought. Combining the cultural practices perspective with the theories of embodied cognition and enactment suggests that the chimpanzees' behaviour is actually mediated by non-symbolic representations. The possibility that non-human primates can engage in cultural practices that give them the appearance of symbol-mediated thought opens new avenues for thinking about the coevolution of human culture and human brains.

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