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An integrative model of human response processes in Raven's Matrices

Authors
Dr. Can (John) Mekik
Université du Québec à Montréal ~ Psychology
Dr. Ron Sun
Rensselaer Polytechnic Institute
Dr. David Dai
State University of New York at Albany
Abstract

This paper presents Xyrast, an integrative model of human response processes on the Raven's Matrices family of fluid intelligence tests, and reports on a simulation study addressing its response characteristics and verisimilitude. Xyrast is implemented in the Clarion cognitive architecture and models the influence of response strategy, working memory capacity, and persistence on performance. Simulations suggest that the model captures a wide range of phenomena offering, in some cases, novel explanations for observed results. These findings suggest several avenues for future research.

Tags

Keywords

clarion
cognitive modeling
cognitive architectures
raven's matrices
fluid intelligence
response process
motivation
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Cite this as:

Mekik, C. S., Sun, R., & Dai, D. Y. (2023, June). An integrative model of human response processes in Raven's Matrices. Paper presented at Virtual MathPsych/ICCM 2023. Via mathpsych.org/presentation/1307.