dc.contributor.author |
Weerakoon, SV |
|
dc.contributor.author |
Wickramasinghe, R |
|
dc.contributor.author |
De Costa, E |
|
dc.contributor.author |
Eleperuma, M |
|
dc.contributor.author |
Perera, S |
|
dc.contributor.author |
Jayasena, S |
|
dc.contributor.editor |
Gunasekara, C |
|
dc.contributor.editor |
Wijegunawardana, P |
|
dc.contributor.editor |
Pavalanathan, U |
|
dc.date.accessioned |
2022-12-06T05:21:41Z |
|
dc.date.available |
2022-12-06T05:21:41Z |
|
dc.date.issued |
2010-09 |
|
dc.identifier.citation |
****** |
en_US |
dc.identifier.uri |
http://dl.lib.uom.lk/handle/123/19674 |
|
dc.description.abstract |
Identifying Metadata and understanding
the semantics of them is vitally important and
advantageous in analyzing, managing and utilizing
information. This paper suggests a new technique
which we call the XemanticA Analysis that is derived
based on Latent Semantic Analysis (LSA). With this
new technique the phrases, sentences or documents are
evaluated with respect to their context and the system
needs an initial training with respect to some known
data. The technique which is proposed here has also
been implemented and in this paper we introduce some
of the important facts on the accuracy results and the
outcomes of this technique and its implementation. This
is a technique which can be used immensely in
applications and there can be many extensions and
enhancements that can be performed over the outcomes
of this method. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
Computer Science & Engineering Society c/o Department of Computer Science and Engineering, University of Moratuwa. |
en_US |
dc.subject |
Semantics |
en_US |
dc.subject |
XemanticA Analysis |
en_US |
dc.subject |
Metadata Extraction |
en_US |
dc.subject |
Content Matrix (CM) |
en_US |
dc.subject |
Singular Value Decomposition (SVD) |
en_US |
dc.subject |
Latent Semantic Analysis (LSA) |
en_US |
dc.title |
Semantic metadata extraction using xemantica analysis |
en_US |
dc.type |
Conference-Full-text |
en_US |
dc.identifier.faculty |
Engineering |
en_US |
dc.identifier.department |
Department of Computer Science and Engineering |
en_US |
dc.identifier.year |
2010 |
en_US |
dc.identifier.conference |
CS & ES Conference 2010 |
en_US |
dc.identifier.place |
Moratuwa. Sri Lanka |
en_US |
dc.identifier.pgnos |
pp. 149-154 |
en_US |
dc.identifier.proceeding |
Proceedings of the CS & ES Conference 2010 |
en_US |