DocumentCode
2072292
Title
The semantic vector space model (SVSM): a text representation and searching technique
Author
Liu, Geoffrey
Author_Institution
CIS Doctoral Program, Hawaii Univ., Manoa, HI, USA
Volume
4
fYear
1994
fDate
4-7 Jan. 1994
Firstpage
928
Lastpage
937
Abstract
This paper describes a text representation and searching technique labeled as "Semantic Vector Space Model" (SVSM). The proposed technique combines Salton\´s VSM (1991) with distributed representation of semantic case structures of natural language text. It promises a way of abstracting and encoding richer semantic information of natural language text, and therefore, a better precision performance of IR, without involving sophisticated semantic processing.<>
Keywords
information analysis; information retrieval; natural languages; SVSM; natural language text; precision performance; searching technique; semantic case structures; semantic information; semantic vector space model; text representation;
fLanguage
English
Publisher
ieee
Conference_Titel
System Sciences, 1994. Proceedings of the Twenty-Seventh Hawaii International Conference on
Conference_Location
Wailea, HI, USA
Print_ISBN
0-8186-5090-7
Type
conf
DOI
10.1109/HICSS.1994.323416
Filename
323416
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