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Strategy and pattern recognition in expert comprehension of 2 × 2 interaction graphs

Peebles, David (2013) Strategy and pattern recognition in expert comprehension of 2 × 2 interaction graphs. Cognitive Systems Research, 24. pp. 43-51. ISSN 1389-0417

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Abstract

I present a model of expert comprehension performance for 2 × 2 "interaction" graphs typically used to present data from two-way factorial research designs. Developed using the ACT-R cognitive architecture, the model simulates the cognitive and perceptual operations involved in interpreting interaction graphs and provides a detailed characterisation of the information
extracted from the diagram, the prior knowledge required to interpret interaction graphs, and the knowledge generated during the comprehension
process. The model produces a scan path of attention fixations and a symbolic description of the interpretation which can be compared to human eye movement and verbal protocol data respectively, provides an account of the
strategic processes that control comprehension, and makes explicit what underlies the differences between expert and novice performance.

Item Type: Article
Subjects: B Philosophy. Psychology. Religion > BF Psychology
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Schools: School of Human and Health Sciences
School of Human and Health Sciences > Centre for Applied Psychological Research
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Depositing User: David Peebles
Date Deposited: 06 Dec 2012 15:28
Last Modified: 06 Jun 2013 10:18
URI: http://eprints.hud.ac.uk/id/eprint/16214

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