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Knowledge acquisition, accessibility, and use in person perception and stereotyping

Simulation with a recurrent connectionist network

Bibliographic Data

ID6204502
AuthorsEliot R Smith (0000-0002-0458-6235, Purdue University West Lafayette, corresponding author), Jamie Decoster (0000-0001-9751-6051)
Year1998
Volume74
Issue1
Pages21-35
Publication date1998-01-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueJournal of Personality and Social Psychology (JOURNAL)
Journal identifiersISSN: 0022-3514 • E-ISSN: 1939-1315
PublisherAmerican Psychological Association (APA) (PUBLISHER)
DOI10.1037//0022-3514.74.1.21
PMID9457773
OpenAlexW2107312410
LanguageEN
Citations received72
References cited13

Connectionist models contrast in many ways with the symbolic models that have traditionally been applied within social psychology. In this article the authors apply an autoassociative connectionist model originally developed by J. L. McClelland and D. E. Rumelhart (1986) to reproduce several well-replicated and theoretically important phenomena related to person perception and stereotyping. These phenomena are exemplar-based inference, group-based stereotyping, the simultaneous application of several stereotypes to generate emergent characteristics, and the effects of recency and frequency of prior exposures on accessibility (the probability of a representation's use). Though many of these phenomena are explained by current theories in social psychology, the simulation contributes to parsimony and theoretical integration by showing that a single, very simple mechanism can generate them all. The model also predicts a new phenomenon--rapid recovery of accessibility after it has declined to zero.

Cognition · Cognitive psychology · Cognitive science · Connectionism · Epistemology · Inference · Perception · Phenomenon · Representation (politics · Social perception · Artificial Intelligence · Computer Science · Cultural Differences and Values · Evolutionary Psychology and Human Behavior · Human-Automation Interaction and Safety · Psychology · Social and Intergroup Psychology · Social Psychology

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Unique citing works43
Citations per year2,57
Citation span1998 - 2023 (26)
Citation velocityhistorical
Highly citedNo
Citation typesNeutral: 62

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