Technical Program

Paper Detail

Paper:MMSA-P2.3
Session:Intelligent Processing Techniques for Multimedia Systems and Applications
Time:Monday, May 24, 09:30 - 11:00
Presentation: Poster
Topic: Multimedia Systems and Applications: Multimedia Database and Retrieval Systems
Title: ADAPTIVE MULTIMEDIA CONTENT PERSONALIZATION
Authors: Nikolaos Doulamis; National Technical University of Athens 
 Pavlos Georgilakis; Technical University of Crete 
Abstract: Modeling multimedia content by identifying semantically meaningful entities can be arduous because it is difficult to simulate human perception. However, by creating an algorithm to respond interactively to user preference, content-retrieval systems can become more efficient and easier to use. In this paper, we investigate adaptive relevance feedback algorithms for interactive multimedia content personalization. In particular two interesting scenarios are examined. The first uses a weighted cross correlation similarity measure for ranking multimedia data. The second exploits concepts of functional analysis to model the similarity measure as a non-linear function, the type of which is estimated by the users? preferences. The algorithms are computationally efficient and they can be recursively implemented.
 
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