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Universal Indexing of Arbitrary Similarity Models

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F13%3A10139514" target="_blank" >RIV/00216208:11320/13:10139514 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.vldb.org/pvldb/vol6/p1392-bartos.pdf" target="_blank" >http://www.vldb.org/pvldb/vol6/p1392-bartos.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Universal Indexing of Arbitrary Similarity Models

  • Original language description

    The increasing amount of available unstructured content together with the growing number of large non-relational databases put more emphasis on the emph{content-based retrieval} and precisely on the area of similarity searching. Although there exist several indexing methods for efficient querying, not all of them are best-suited for arbitrary similarity models. Having a metric space, we can easily apply metric access methods but for nonmetric models which typically better describe similarities betweengenerally unstructured objects the situation is a little bit more complicated. To address this challenge, we introduce {bf SIMDEX}, the universal framework that is capable of finding alternative indexing methods that will serve for efficient yet effective similarity searching for any similarity model. Using trivial or more advanced methods for the incremental exploration of possible indexing techniques, we are able to find alternative methods to the widely used metric space model paradi

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    VLDB Endowment, Vol. 6, No. 12.

  • ISBN

  • ISSN

    2150-8097

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    1-6

  • Publisher name

    VLDB Endowment

  • Place of publication

    Neuveden

  • Event location

    Riva del Garda, Trento, Italy

  • Event date

    Aug 26, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article