Modelling Interactive Behavior 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 publicationHuman Computer Interaction Research in Web Design and Evaluation
EditorsPanayiotis Zaphiris, Sri Kurniawan
PublisherIGI Global
Chapter14
Pages290-309
Number of pages20
ISBN (Electronic)9781599042480
ISBN (Print)9781599042466, 1599042460
DOIs
Publication statusPublished - 2007

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

Cite this

Peebles, D., & Cox, A. L. (2007). Modelling Interactive Behavior with a Rational Cognitive Architecture. In P. Zaphiris, & S. Kurniawan (Eds.), Human Computer Interaction Research in Web Design and Evaluation (pp. 290-309). IGI Global. https://doi.org/10.4018/978-1-59904-246-6.ch014
Peebles, David ; Cox, Anna L. / Modelling Interactive Behavior with a Rational Cognitive Architecture. Human Computer Interaction Research in Web Design and Evaluation. editor / Panayiotis Zaphiris ; Sri Kurniawan. IGI Global, 2007. pp. 290-309
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Peebles, D & Cox, AL 2007, Modelling Interactive Behavior with a Rational Cognitive Architecture. in P Zaphiris & S Kurniawan (eds), Human Computer Interaction Research in Web Design and Evaluation. IGI Global, pp. 290-309. https://doi.org/10.4018/978-1-59904-246-6.ch014

Modelling Interactive Behavior with a Rational Cognitive Architecture. / Peebles, David; Cox, Anna L.

Human Computer Interaction Research in Web Design and Evaluation. ed. / Panayiotis Zaphiris; Sri Kurniawan. IGI Global, 2007. p. 290-309.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Peebles D, Cox AL. Modelling Interactive Behavior with a Rational Cognitive Architecture. In Zaphiris P, Kurniawan S, editors, Human Computer Interaction Research in Web Design and Evaluation. IGI Global. 2007. p. 290-309 https://doi.org/10.4018/978-1-59904-246-6.ch014