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A cognitive architecture-based model of graph comprehension

Peebles, David (2012) A cognitive architecture-based model of graph comprehension. In: 11th International Conference on Cognitive Modeling, April 13-15, 2012, Berlin, Germany.

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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: Conference or Workshop Item (Paper)
Subjects: B Philosophy. Psychology. Religion > BF Psychology
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Schools: School of Human and Health Sciences > Centre for Applied Psychological Research
School of Human and Health Sciences
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Depositing User: David Peebles
Date Deposited: 31 Jul 2012 13:21
Last Modified: 31 Jul 2012 13:21
URI: http://eprints.hud.ac.uk/id/eprint/14247

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