Title :
The semantic vector space model (SVSM): a text representation and searching technique
Author_Institution :
CIS Doctoral Program, Hawaii Univ., Manoa, HI, USA
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;
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
DOI :
10.1109/HICSS.1994.323416
