Vektör Uzayinda Siradüzensel Aǧaç Yapisi ile Düzenlenmiş Metin Veri Tabanlarinin Çoklu Yollar Üzerinden Sorgulanmasi

Translated title of the contribution: Multipath querying of hierarchically tree structured document databases in vector spaces

Uǧur Ayan*, Uluǧ Bayazit, Fikret Gürgen

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Representation of large document databases consisting of web pages, articles, book and magazine titles in terms of matrices for the purpose of text querying and retrieval simplifies and expedites the querying process. In the literature, dimensionality reduction techniques based on singular value decomposition and principal component analysis have been proposed to reduce the high computational complexity resulting from the use of high dimensional matrices and vectors. In [12], organization of the text database in the form of a hierarchical tree structure, and single path and multi path querying over this structure, was proposed as a technique to reduce the computational complexity in addition to dimensionality reduction. In this paper, we analyze and compare the tradeoff between the computational complexity and the performance of the static and adaptive multipath querying methods by varying the number of paths.

Translated title of the contributionMultipath querying of hierarchically tree structured document databases in vector spaces
Original languageTurkish
Title of host publicationProceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004
EditorsB. Gunsel
Pages619-622
Number of pages4
Publication statusPublished - 2004
Externally publishedYes
EventProceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004 - Kusadasi, Turkey
Duration: 28 Apr 200430 Apr 2004

Publication series

NameProceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004

Conference

ConferenceProceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004
Country/TerritoryTurkey
CityKusadasi
Period28/04/0430/04/04

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