Multidimensional term indexing for efficient processing of complex queries
Kybernetika, Tome 40 (2004) no. 3, p. [381]
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The area of Information Retrieval deals with problems of storage and retrieval within a huge collection of text documents. In IR models, the semantics of a document is usually characterized using a set of terms. A common need to various IR models is an efficient term retrieval provided via a term index. Existing approaches of term indexing, e. g. the inverted list, support efficiently only simple queries asking for a term occurrence. In practice, we would like to exploit some more sophisticated querying mechanisms, in particular queries based on regular expressions. In this article we propose a multidimensional approach of term indexing providing efficient term retrieval and supporting regular expression queries. Since the term lengths are usually different, we also introduce an improvement based on a new data structure, called BUB-forest, providing even more efficient term retrieval.
Classification :
14Q15, 68P05, 68P10, 68P20
Keywords: term indexing; complex queries; multidimensional data structures; BUB-forest
Keywords: term indexing; complex queries; multidimensional data structures; BUB-forest
@article{KYB_2004__40_3_a8,
author = {Kr\'atk\'y, Michal and Skopal, Tom\'a\v{s} and Sn\'a\v{s}el, V\'aclav},
title = {Multidimensional term indexing for efficient processing of complex queries},
journal = {Kybernetika},
pages = {[381]},
publisher = {mathdoc},
volume = {40},
number = {3},
year = {2004},
zbl = {1249.68042},
language = {en},
url = {http://geodesic.mathdoc.fr/item/KYB_2004__40_3_a8/}
}
TY - JOUR AU - Krátký, Michal AU - Skopal, Tomáš AU - Snášel, Václav TI - Multidimensional term indexing for efficient processing of complex queries JO - Kybernetika PY - 2004 SP - [381] VL - 40 IS - 3 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/KYB_2004__40_3_a8/ LA - en ID - KYB_2004__40_3_a8 ER -
Krátký, Michal; Skopal, Tomáš; Snášel, Václav. Multidimensional term indexing for efficient processing of complex queries. Kybernetika, Tome 40 (2004) no. 3, p. [381]. http://geodesic.mathdoc.fr/item/KYB_2004__40_3_a8/