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
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;
Conference_Titel :
Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-7978-0
DOI :
10.1109/PACRIM.2003.1235903