The Narrow Conception of Computational Psychology

In A. Howes G. Gunzelmann (ed.), Proceedings of the 39th Annual Conference of Cognitive Science Society. London, UK: pp. 2389-2394 (2017)
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One particularly successful approach to modeling within cognitive science is computational psychology. Computational psychology explores psychological processes by building and testing computational models with human data. In this paper, it is argued that a specific approach to understanding computation, what is called the ‘narrow conception’, has problematically limited the kinds of models, theories, and explanations that are offered within computational psychology. After raising two problems for the narrow conception, an alternative, ‘wide approach’ to computational psychology is proposed.
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