About: On Building a Self-organizing Search System for Multimedia Retrieval

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper, we build a self-organizing search system that operates in an unstructured P2P network and allows users to search for multimedia data by their content. In order to efficiently route queries to relevant peers, we define and evaluate several techniques for joining new peers to the existing network. These techniques create new relationships between peers --- on the basis of answers returned to queries --- so that a new peer will be able to efficiently forward queries and other peers will be immediately informed about its data. In addition, we demonstrate resilience of the system to sudden peer failures by studying system performance and quality of returned answers after a large number of peers is disconnected. The experiments, evaluated on a synthetic and real-life multimedia dataset, confirm that proposed techniques are suitable for dynamic environments. In this paper, we build a self-organizing search system that operates in an unstructured P2P network and allows users to search for multimedia data by their content. In order to efficiently route queries to relevant peers, we define and evaluate several techniques for joining new peers to the existing network. These techniques create new relationships between peers --- on the basis of answers returned to queries --- so that a new peer will be able to efficiently forward queries and other peers will be immediately informed about its data. In addition, we demonstrate resilience of the system to sudden peer failures by studying system performance and quality of returned answers after a large number of peers is disconnected. The experiments, evaluated on a synthetic and real-life multimedia dataset, confirm that proposed techniques are suitable for dynamic environments. (en)
Title	On Building a Self-organizing Search System for Multimedia Retrieval On Building a Self-organizing Search System for Multimedia Retrieval (en)
skos:prefLabel	On Building a Self-organizing Search System for Multimedia Retrieval On Building a Self-organizing Search System for Multimedia Retrieval (en)
skos:notation	RIV/00216224:14330/10:00065870!RIV14-MSM-14330___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GA201/09/0683), P(GD102/09/H042), P(GP201/07/P240), S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Sedmidubský, Jan Zezula, Pavel
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	276665
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/10:00065870
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	self-organizing system; bootstrap techniques; similarity search; multimedia retrieval (en)
http://linked.open.../riv/klicoveSlovo	similarity search multimedia retrieval self-organizing system bootstrap techniques
http://linked.open...ontrolniKodProRIV	[25E58AB78F10]
http://linked.open...v/mistoKonaniAkce	Busan, Korea
http://linked.open...i/riv/mistoVydani	Red Hook, NY 12571, USA
http://linked.open...i/riv/nazevZdroje	International Workshop on Multimedia and Semantic Technologies (MUST 2010)
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Similarity searching in very large multimedia databases Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems Distributed index structures for similarity searching
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Sedmidubský, Jan Zezula, Pavel Dohnal, Vlastislav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-05-20 (xsd:date)
number of pages	7 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/FUTURETECH.2010.5482652
http://purl.org/ne...btex#hasPublisher	IEEE Computer Society
https://schema.org/isbn	9781424469505
http://localhost/t...ganizacniJednotka	14330

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