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Statements

Subject Item
n2:RIV%2F00216224%3A14330%2F06%3A00015366%21RIV10-AV0-14330___
rdf:type
n9:Vysledek skos:Concept
dcterms:description
With the increasing number of applications that base searching on similarity rather than on exact matching, novel index structures are needed to speedup execution of similarity queries. An important stream of research in this direction uses the metric space as a model of similarity. We explain the principles and survey the most important representatives of index structures. We put most emphasis on distributed similarity search architectures which try to solve the difficult problem of scalability of similarity searching. The actual achievements are demonstrated by practical experiments. Future research directions are outlined in the conclusions. With the increasing number of applications that base searching on similarity rather than on exact matching, novel index structures are needed to speedup execution of similarity queries. An important stream of research in this direction uses the metric space as a model of similarity. We explain the principles and survey the most important representatives of index structures. We put most emphasis on distributed similarity search architectures which try to solve the difficult problem of scalability of similarity searching. The actual achievements are demonstrated by practical experiments. Future research directions are outlined in the conclusions.
dcterms:title
Towards Scalability of Similarity Searching Towards Scalability of Similarity Searching
skos:prefLabel
Towards Scalability of Similarity Searching Towards Scalability of Similarity Searching
skos:notation
RIV/00216224:14330/06:00015366!RIV10-AV0-14330___
n3:aktivita
n17:P
n3:aktivity
P(1ET100300419)
n3:dodaniDat
n15:2010
n3:domaciTvurceVysledku
n8:3540324 n8:3445771 n8:3165647
n3:druhVysledku
n16:C
n3:duvernostUdaju
n7:S
n3:entitaPredkladatele
n19:predkladatel
n3:idSjednocenehoVysledku
504059
n3:idVysledku
RIV/00216224:14330/06:00015366
n3:jazykVysledku
n13:eng
n3:klicovaSlova
similarity search; scalability; distributed index structure; metric space; peer-to-peer network
n3:klicoveSlovo
n6:metric%20space n6:peer-to-peer%20network n6:distributed%20index%20structure n6:scalability n6:similarity%20search
n3:kontrolniKodProRIV
[40265D479616]
n3:mistoVydani
Amsterdam, The Netherlands
n3:nazevEdiceCisloSvazku
Volume 8 of Emerging Communication: Studies on...
n3:nazevZdroje
Global Data Management
n3:obor
n18:IN
n3:pocetDomacichTvurcuVysledku
3
n3:pocetStranKnihy
359
n3:pocetTvurcuVysledku
3
n3:projekt
n5:1ET100300419
n3:rokUplatneniVysledku
n15:2006
n3:tvurceVysledku
Novák, David Dohnal, Vlastislav Zezula, Pavel
s:numberOfPages
24
n20:hasPublisher
IOS Press
n12:isbn
1-58603-629-7
n14:organizacniJednotka
14330