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The Role of Relevance Feedback in Managing Multimedia Semantics: A Survey
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Author(s): Samar Zutshi (Monash University, Australia), Campbell Wilson (Monash University, Australia), Shonali Krishnamurthy (Monash University, Australia)and Bala Srinivasan (Monash University, Australia)
Copyright: 2005
Pages: 17
Source title:
Managing Multimedia Semantics
Source Author(s)/Editor(s): Uma Srinivasan (CSIRO ICT Centre, Australia)and Surya Nepal (CSIRO ICT Centre, Australia)
DOI: 10.4018/978-1-59140-569-6.ch012
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Abstract
Relevance feedback is a mature technique that has been used to take user subjectivity into account in multimedia retrieval. It can be seen as an attempt to bridge the semantic gap by keeping a human in the loop. A variety of techniques have been used to implement relevance feedback in existing retrieval systems. An analysis of these techniques is used to develop the requirements of a relevance feedback technique that aims to be capable of managing semantics in multimedia retrieval. It is argued that these requirements suggest a case for a user-centric framework for relevance feedback with low coupling to the retrieval engine.
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