Journal Article10.1177/0963721419834547
Analytic Versus Computational Cognitive Models: Agent-Based Modeling as a Tool in Cognitive Sciences:
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TL;DR: It is shown that agent-based models can be used to explore how cognitive models scale in social networks to calibrate model parameters, to validate model predictions, and to engender model development.
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Abstract: Computational cognitive models typically focus on individual behavior in isolation. Models frequently employ closed-form solutions in which a state of the system can be computed if all parameters a...
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The complexities of agent-based modeling output analysis
Ju-Sung Lee,Tatiana Filatova,Arika Ligmann-Zielinska,Behrooz Hassani-Mahmooei,Forrest Stonedahl,Iris Lorscheid,Alexey Voinov,Gary Polhill,Zhanli Sun,Dawn C. Parker +9 more
- 01 Jan 2015
TL;DR: Issues surrounding variance stability, sensitivity analysis, spatio-temporal analysis, visualization, and effective communication of all these to non-technical audiences, such as various stakeholders are examined.
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Social sampling and expressed attitudes: Authenticity preference and social extremeness aversion lead to social norm effects and polarization.
01 Jan 2022
TL;DR: In this paper , a cognitive model of social influence (Social Sampling Theory [SST]) is developed and applied to several social network phenomena including polarization and contagion effects, where social norms and individuals' private attitudes are represented as distributions rather than the single points used in most models.
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From reactive towards anticipatory fishing agents
TL;DR: This paper implements the erotetic decision-making model in the POSEIDON fisheries model and provides a principled proof that reasons-based cognitive structures allow for anticipatory behavioural adaptation rather than reactive behavioural adaptation.
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•Posted Content
Towards Social Identity in Socio-Cognitive Agents
TL;DR: A socio-cognitive agent model based on the concept of cognitive social frames that allow the adaptation of an agent’s cognition based on its interpretation of its surroundings, its social context is proposed.
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