TY - GEN
T1 - Vektör Uzayinda Siradüzensel Aǧaç Yapisi ile Düzenlenmiş Metin Veri Tabanlarinin Çoklu Yollar Üzerinden Sorgulanmasi
AU - Ayan, Uǧur
AU - Bayazit, Uluǧ
AU - Gürgen, Fikret
PY - 2004
Y1 - 2004
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=18844402431&partnerID=8YFLogxK
M3 - Konferans katkısı
AN - SCOPUS:18844402431
SN - 0780383184
SN - 9780780383180
T3 - Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004
SP - 619
EP - 622
BT - Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004
A2 - Gunsel, B.
T2 - Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004
Y2 - 28 April 2004 through 30 April 2004
ER -