Knowledge Management System Based on Latent Semantic Analysis (CROSBI ID 528506)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Radoš, Zvonimir ; Jović, Franjo ; Job, Josip
engleski
Knowledge Management System Based on Latent Semantic Analysis
The base of described knowledge management system is a semantic space that is an outcome of latent semantic analysis performed on certain set of documents. In such a space, defined with semantic coordinates, every document is projected as a vector. Ontology is used to describe hierarchy and relations among categories. Additionally, semantic vector is assigned to every category. Assignment of some document to a certain category is defined with proximity of their semantic vectors. Learning and validity of such system is guaranteed with loopback inputs provided by category moderator.
Knowledge management system; latent semantic analysis; document classification; community; ontology; organization
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Podaci o prilogu
2007.
objavljeno
Podaci o matičnoj publikaciji
Proceeding of the International Conference on Advances in the Internet, Processing, Systems, and Interdisciplinary research : VIPSI - 2007 Japan/Croatia
Beograd: Academic Mind
86-7466-117-3
Podaci o skupu
VIPSI - 2007 Japan/Croatia
predavanje
07.06.2007-10.06.2007
Opatija, Hrvatska