Cognitive Science 37 (5):829-860 (2013)
Abstract |
Previous accounts of cognitive skill acquisition have demonstrated how procedural knowledge can be obtained and transformed over time into skilled task performance. This article focuses on a complementary aspect of skill acquisition, namely the integration and reuse of previously known component skills. The article posits that, in addition to mechanisms that proceduralize knowledge into more efficient forms, skill acquisition requires tight integration of newly acquired knowledge and previously learned knowledge. Skill acquisition also benefits from reuse of existing knowledge across disparate task domains, relying on indexicals to reference and share necessary information across knowledge components. To demonstrate these ideas, the article proposes a computational model of skill acquisition from instructions focused on integration and reuse, and applies this model to account for behavior across seven task domains
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Keywords | ACT‐R Instruction following Skill acquisition Cognitive architectures Learning |
Categories | (categorize this paper) |
DOI | 10.1111/cogs.12032 |
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References found in this work BETA
Structure‐Mapping: A Theoretical Framework for Analogy.Dedre Gentner - 1983 - Cognitive Science 7 (2):155-170.
Toward an Instance Theory of Automatization.Gordon D. Logan - 1988 - Psychological Review 95 (4):492-527.
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Citations of this work BETA
The Nature and Transfer of Cognitive Skills.Niels A. Taatgen - 2013 - Psychological Review 120 (3):439-471.
Interactive Grounding and Inference in Learning by Instruction.Dario D. Salvucci - 2021 - Topics in Cognitive Science 13 (3):488-498.
Cognitive Foundations of Organizational Learning: Re-Introducing the Distinction Between Declarative and Non-Declarative Knowledge.Barbara Kump, Johannes Moskaliuk, Ulrike Cress & Joachim Kimmerle - 2015 - Frontiers in Psychology 6.
A Skill‐Based Approach to Modeling the Attentional Blink.Corné Hoekstra, Sander Martens & Niels A. Taatgen - 2020 - Topics in Cognitive Science 12 (3):1030-1045.
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