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Towards Scalability of Similarity Searching

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F06%3A00015366" target="_blank" >RIV/00216224:14330/06:00015366 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Towards Scalability of Similarity Searching

  • Original language 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.

  • Czech name

    Směrem ke škálovatelnosti podobnostního hledání

  • Czech description

    Se vzrustajicim poctem aplikaci, ktere opiraji vyhledavani spise o podobnost nez o presnou shodu, jsou potreba nove indexacni struktury, ktere by zrychlily zpracovani podobnostnich dotazu. Jeden z dulezitych vyzkumnych proudu v tomto oboru pouziva jako model podobnosti metricky prostor. Vysvetlujeme principy a podavame prehled nejdulezitejsich zastupcu indexacnich struktur v teto oblasti. Zvlastni duraz klademe na distribuovane struktury, ktere se snazi vyresit nelehky problem skalovatelnosti podobnostniho vyhledavani. Konkretni vysledky jsou demonstrovany pomoci praktickych experimentu. Smery dalsiho vyzkumu jsou nastineny v zaveru.

Classification

  • Type

    C - Chapter in a specialist book

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/1ET100300419" target="_blank" >1ET100300419: Intelligent Models, Algorithms, Methods and Tools for the Semantic Web (realization)</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2006

  • Confidentiality

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

Data specific for result type

  • Book/collection name

    Global Data Management

  • ISBN

    1-58603-629-7

  • Number of pages of the result

    24

  • Pages from-to

    277-300

  • Number of pages of the book

  • Publisher name

    IOS Press

  • Place of publication

    Amsterdam, The Netherlands

  • UT code for WoS chapter