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Research article summary:
Production compilation: a simple mechanism to model complex skill acquisition.
Abstract Extract:
In this article we describe production compilation, a mechanism for modeling skill acquisition. Production compilation has been developed within the ACT-Rational (ACT-R; J. R. Anderson, D. Bothell, M. D. Byrne, & C. Lebiere, 2002) cognitive architecture ... (Full abstract text below) Published 2003
in Journal: Hum Factors
(Language : eng)
Full Pubmed Extract
This information was retrieved, real-time, on your behalf from the public area of the Pubmed website:
1. Hum Factors.
2003 ;45(1):61-76
Production compilation: a simple mechanism to model complex skill acquisition.
Taatgen NA, Lee FJ
Department Artificial Intelligence, University of Groningen, Groningen, Netherlands. niels@ai.rug.nl
In this article we describe production compilation, a mechanism for modeling skill acquisition. Production compilation has been developed within the ACT-Rational (ACT-R; J. R. Anderson, D. Bothell, M. D. Byrne, & C. Lebiere, 2002) cognitive architecture and consists of combining and specializing task-independent procedures into task-specific procedures. The benefit of production compilation for researchers in human factors is that it enables them to test the strengths and weaknesses of their task analyses and user models by allowing them to model the learning trajectory from the main task level and the unit task level down to the key-stroke level. We provide an example of this process by developing and describing a model learning a simulated air traffic controller task. Actual or potential applications of this research include the evaluation of user interfaces, the design of systems that support learning, and the building of user models.
PMID : 12916582 [PubMed - Indexed for MEDLINE]
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Full Author Information
| First Name | LastName | Initials |
| Niels A | Taatgen | NA |
| Frank J | Lee | FJ |
Affiliation: Department Artificial Intelligence, University of Groningen, Groningen, Netherlands. niels@ai.rug.nl
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