AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures
du Mouza, Cedric; Litwin, Witold; Rigaux, Philippe; Schwarz, Thomas (2009), AS-Index: A Structure For String Search Using n-grams and Algebraic Signatures, CIKM '09: Conference on Information and Knowledge Management, 2009-11, Hong-Kong, China
Type
Communication / ConférenceDate
2009Conference title
CIKM '09: Conference on Information and Knowledge ManagementConference date
2009-11Conference city
Hong-KongConference country
ChinaBook author
Cheung, David; Song, Il YeolPublisher
ACM - Association for Computing Machinery
Published in
New York, NY
ISBN
978-1-60558-512-3
Pages
295-304
Publication identifier
Metadata
Show full item recordAuthor(s)
du Mouza, CedricLitwin, Witold
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Rigaux, Philippe

Schwarz, Thomas
Abstract (EN)
AS-Index is a new index structure for exact string search in disk resident databases. It uses hashing, unlike known alternatives, whether baesd on trees or tries. It typically indexes every n-gram in the database, though non-dense indexing is possible. The hash function uses the algebraic signatures of n-grams. Use of hashing provides for constant index access time for arbitrarily long patterns, unlike other structures whose search cost is at best logarithmic. The storage overhead of AS-Index is basically 500 - 600%, similar to that ofalternatives or smaller. We show the index structure, our use of algebraic signatures and the search algorithm. We present the theoretical and experimental performance analysis. We compare the AS-Index to main alternatives. We conclude that AS-Index is an attractive structure and we indicate directions for future work.Subjects / Keywords
Full text indexing; Large scale indexing; L'indexation de texte intégral; Indexation de grande échelleRelated items
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