Formalising social representation to explain psychiatric symptoms
Joseph M Barnby1, Peter Dayan2, Vaughan Bell3
1Social Computation and Cognitive Representation Lab, Department of Psychology, Royal Holloway, University of London, Egham TW20 0EX, UK.
Computational models of belief representation can advance social cognition research in psychiatry. This approach offers insights into social representation pathologies like maladaptive schemas and illusory social agents.
Area of Science:
- Social cognition
- Computational psychiatry
- Neuroscience of mental health
Background:
- Social cognition research increasingly focuses on agent representation beyond social rewards.
- Psychiatric disorders significantly alter social agent representation.
- Formal modeling of social representation lags behind empirical advances.
Purpose of the Study:
- To propose belief-based computational models as a framework for understanding social representation in psychiatry.
- To integrate computational approaches with sociocognitive research in psychopathology.
- To address unexamined pathologies of social representation.
Main Methods:
- Utilizing belief-based computational modeling.
- Integrating computational psychiatry with social cognition research.
- Examining maladaptive schemas and illusory social agents.
Main Results:
- Belief-based models offer a formal basis for studying social representation.
- This approach can illuminate the mechanisms underlying social cognition deficits in psychiatric disorders.
- Potential to model specific pathologies like maladaptive schemas.
Conclusions:
- Computational models of belief representation are crucial for advancing sociocognitive psychiatry.
- This framework can bridge the gap between social cognition research and clinical psychopathology.
- Future work should focus on developing and validating these models for specific disorders.
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