Modelling interactive behaviour with a rational cognitive architecture

David Peebles, Anna L. Cox

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Abstract

In this chapter we discuss a number of recent studies that demonstrate the use of rational analysis (Anderson, 1990) and cognitive modelling methods to understand complex interactive behaviour involved in three tasks: (1) icon search, (2) graph reading, and (3) information retrieval on the World Wide Web (WWW). We describe the underlying theoretical assumptions of rational analysis and the adaptive control of thought-rational (ACT-R) cognitive architecture (Anderson & Lebiere, 1998), a theory of cognition that incorporates rational analysis in its mechanisms for learning and decision making. In presenting these studies we aim to show how such methods can be combined with eye movement data to provide detailed, highly constrained accounts of user performance that are grounded in psychological theory. We argue that the theoretical and technological developments that underpin these methods are now at a stage that the approach can be more broadly applied to other areas of Web use.

Original languageEnglish
Title of host publicationSelected Readings on the Human Side of Information Technology
EditorsEdward Szewczak
PublisherIGI Global
Pages224-243
Number of pages20
ISBN (Electronic)9781605660899
ISBN (Print)9781605660882
DOIs
Publication statusPublished - 30 Sep 2008

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psychological theory
technical development
information retrieval
cognition
Internet
decision making
learning
performance

Cite this

Peebles, D., & Cox, A. L. (2008). Modelling interactive behaviour with a rational cognitive architecture. In E. Szewczak (Ed.), Selected Readings on the Human Side of Information Technology (pp. 224-243). IGI Global. https://doi.org/10.4018/978-1-60566-088-2.ch013
Peebles, David ; Cox, Anna L. / Modelling interactive behaviour with a rational cognitive architecture. Selected Readings on the Human Side of Information Technology. editor / Edward Szewczak. IGI Global, 2008. pp. 224-243
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Peebles, D & Cox, AL 2008, Modelling interactive behaviour with a rational cognitive architecture. in E Szewczak (ed.), Selected Readings on the Human Side of Information Technology. IGI Global, pp. 224-243. https://doi.org/10.4018/978-1-60566-088-2.ch013

Modelling interactive behaviour with a rational cognitive architecture. / Peebles, David; Cox, Anna L.

Selected Readings on the Human Side of Information Technology. ed. / Edward Szewczak. IGI Global, 2008. p. 224-243.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Peebles D, Cox AL. Modelling interactive behaviour with a rational cognitive architecture. In Szewczak E, editor, Selected Readings on the Human Side of Information Technology. IGI Global. 2008. p. 224-243 https://doi.org/10.4018/978-1-60566-088-2.ch013