DocumentCode
2133223
Title
Document retrieval by word meanings
Author
Oh´uchi, H. ; Miura, Takao ; Shioya, Isamu
Author_Institution
Dept. of Elect. & Elect. Engr., Hosei Univ., Tokyo, Japan
Volume
2
fYear
2003
fDate
28-30 Aug. 2003
Firstpage
804
Abstract
In this investigation, we propose to retrieve documents taking polysemous words into consideration. Compared to conventional technique such as index by term, the new technique provides us with querying by word meanings rather than word forms. Although we need the more complexity, we can reduce dimensionality by means of LSI method. We show some experimental results and discuss the validity of the technique proposed.
Keywords
indexing; information retrieval; dimensionality reduction; document retrieval; latent semantic indexing method; polysemous word; semantic query; Data mining; Frequency; Indexing; Informatics; Information retrieval; Large scale integration; Matrix decomposition; Singular value decomposition; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
Print_ISBN
0-7803-7978-0
Type
conf
DOI
10.1109/PACRIM.2003.1235903
Filename
1235903
Link To Document