Modeling adaptive cooperative and competitive metaphors as mental models for joint decision making
| Autor: | Jan Treur, Laila van Ments |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Cognitive science
Computer science Metaphor Cognitive Neuroscience media_common.quotation_subject Control (management) Experimental and Cognitive Psychology Cognition 02 engineering and technology Affect (psychology) 03 medical and health sciences 0302 clinical medicine Hebbian theory Social neuroscience Artificial Intelligence 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Decision-making 030217 neurology & neurosurgery Software Network model media_common |
| Zdroj: | Cognitive Systems Research. 69:67-82 |
| ISSN: | 1389-0417 |
| DOI: | 10.1016/j.cogsys.2021.06.002 |
| Popis: | In this paper, joint decision making processes are studied and the role of cognitive metaphors as mental models in them. A second-order self-modeling network model is introduced based on mechanisms known from cognitive and social neuroscience and cognitive metaphor and mental model literature. The cognitive metaphors were modeled as specific forms of mental models providing a form of modulation within the joint decision making process. The model addresses not only the use of these mental models in the decision making, but also their hebbian learning and the control over the learning. The obtained self-modeling network model was applied to two types of metaphors that affect joint decision making in different manners: a cooperative metaphor and a competitive metaphor. By a number of scenarios it was shown how the obtained self-modeling network model can be used to simulate and analyze joint decision processes and how they are influenced by such cognitive metaphors. |
| Databáze: | OpenAIRE |
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