An Information Foraging Theory Based User Study of an Adaptive User Interaction Framework for Content-Based Image Retrieval

  • Haiming Liu
  • Paul Mulholland
  • Dawei Song
  • Victoria Uren
  • Stefan Rüger
Conference paper

DOI: 10.1007/978-3-642-17829-0_23

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6524)
Cite this paper as:
Liu H., Mulholland P., Song D., Uren V., Rüger S. (2011) An Information Foraging Theory Based User Study of an Adaptive User Interaction Framework for Content-Based Image Retrieval. In: Lee KT., Tsai WH., Liao HY.M., Chen T., Hsieh JW., Tseng CC. (eds) Advances in Multimedia Modeling. MMM 2011. Lecture Notes in Computer Science, vol 6524. Springer, Berlin, Heidelberg

Abstract

This paper presents the design and results of a task-based user study, based on Information Foraging Theory, on a novel user interaction framework - uInteract - for content-based image retrieval (CBIR). The framework includes a four-factor user interaction model and an interactive interface. The user study involves three focused evaluations, 12 simulated real life search tasks with different complexity levels, 12 comparative systems and 50 subjects. Information Foraging Theory is applied to the user study design and the quantitative data analysis. The systematic findings have not only shown how effective and easy to use the uInteract framework is, but also illustrate the value of Information Foraging Theory for interpreting user interaction with CBIR.

Keywords

Information Foraging Theory User interaction Four-factor user interaction model uInteract content-based image retrieval 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Haiming Liu
    • 1
  • Paul Mulholland
    • 1
  • Dawei Song
    • 2
  • Victoria Uren
    • 3
  • Stefan Rüger
    • 1
  1. 1.Knowledge Media InstituteThe Open UniversityMilton KeynesUK
  2. 2.School of ComputingThe Robert Gordon UniversityAberdeenUK
  3. 3.Department of Computer ScienceUniversity of SheffieldSheffieldUK

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