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Guess who? Identity attribution as Bayesian inference

Bibliographic Data

ID21591745
AuthorsFrancesco Rigoli (0000-0003-4248-5360, University of London)
Year2025
Volume38
Issue2
Pages875-896
Publication date2025-02-17
Open AccessYes
TypeARTICLE
VenuePhilosophical Psychology (JOURNAL)
Journal identifiersISSN: 0951-5089 • E-ISSN: 1465-394X
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/09515089.2023.2224379
OpenAlexW4380355214
LanguageEN
References cited39

An influential argument is that mental processes can be explained at three different levels of analysis: the functional, algorithmic, and implementation level. Identity attribution (the process whereby an identity is attributed to another individual or to the self) has been rarely explored at the functional level. To address this, here I propose a theory of identity attribution grounded on Bayesian inference, being the latter a well-established functional perspective in cognitive science. The theory posits that an identity is inferred based on observations about a target’s features, about the context, and about motivational factors. This inference can be made based upon multiple sources of observations, with prior beliefs becoming more prominent when observations are fewer in number. The theory offers an interpretation of key processes driving identity attribution, potentially providing a platform for integrating different perspectives on identity in psychology and sociology

Attribution · Causal inference · Cognition · Cognitive psychology · Cognitive science · Epistemology · Inference · Social cognition · Computer Science · Mathematics · Opinion Dynamics and Social Influence · Philosophy · Psychology · Social and Intergroup Psychology · Social Power and Status Dynamics · Social Psychology · Artificial Intelligence

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