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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.
Original language | English |
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Title of host publication | Advances in multimedia modeling |
Subtitle of host publication | 17th International Multimedia Modeling Conference, MMM 2011, Taipei, Taiwan, January 5-7, 2011, proceedings, Part II |
Editors | Kuo-Tien Lee, Wen-Hsiang Tsai, Hong-Yuan M. Liao, Tsuhan Chen, Jun-Wei Hsieh, Chien-Cheng Tseng |
Publisher | Springer |
Pages | 241-251 |
Number of pages | 11 |
ISBN (Electronic) | 978-3-642-17829-0 |
ISBN (Print) | 978-3-642-17828-3 |
DOIs | |
Publication status | Published - 2011 |
Event | 17th International Multimedia Modeling Conference - Taipei, Taiwan Duration: 5 Jan 2011 → 7 Jan 2011 |
Publication series
Name | Lecture notes in computer science |
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Publisher | Springer |
Volume | 6524 |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 17th International Multimedia Modeling Conference |
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Abbreviated title | MMM 2011 |
Country/Territory | Taiwan |
City | Taipei |
Period | 5/01/11 → 7/01/11 |
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Dive into the research topics of 'An information foraging theory based user study of an adaptive user interaction framework for content-based image retrieval'. Together they form a unique fingerprint.Activities
- 1 Types of External academic engagement - Research and Teaching at External Organisation
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Supervising Doctoral Students
Uren, V. (Member)
2002 → 2012Activity: Other activity types › Types of External academic engagement - Research and Teaching at External Organisation