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@inproceedings{775201,
author = {Sedmidubský, Jan and Dohnal, Vlastislav and Bartoň, Stanislav and Zezula, Pavel},
address = {Los Alamitos, California 90720-1314},
booktitle = {IEEE International Symposium on Multimedia (ISM 2008)},
keywords = {self-organizing; social networking; searching; metric space; experimental evaluation},
language = {eng},
location = {Los Alamitos, California 90720-1314},
isbn = {978-1-4244-4089-4},
pages = {322-327},
publisher = {IEEE Computer Society},
title = {A Self-organized System for Content-based Search in Multimedia},
year = {2008}
}
TY - JOUR
ID - 775201
AU - Sedmidubský, Jan - Dohnal, Vlastislav - Bartoň, Stanislav - Zezula, Pavel
PY - 2008
TI - A Self-organized System for Content-based Search in Multimedia
PB - IEEE Computer Society
CY - Los Alamitos, California 90720-1314
SN - 9781424440894
KW - self-organizing
KW - social networking
KW - searching
KW - metric space
KW - experimental evaluation
N2 - We propose a self-organized and self-adapting system for content-based search in multimedia data. In particular, we build a semantic overlay over an existing peer-to-peer network. The self-organization of the overlay is obtained by using the social-network paradigm. The connections between peers are formed on the basis of a query-answer principle. The knowledge of answers to previous queries is exploited to route queries efficiently. At the same time, a randomized mechanism is used to explore new and unvisited parts of the network. In this way, the self-adaptable and robust system is built. Moreover, the metric space data model is used to achieve extensibility. The proposed concepts are verified on a network consisting of 2,000 peers and indexing 10 million images.
ER -
SEDMIDUBSKÝ, Jan, Vlastislav DOHNAL, Stanislav BARTOŇ and Pavel ZEZULA. A Self-organized System for Content-based Search in Multimedia. In \textit{IEEE International Symposium on Multimedia (ISM 2008)}. Los Alamitos, California 90720-1314: IEEE Computer Society. p.~322-327. ISBN~978-1-4244-4089-4. 2008.
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