Cover Image

Word Sense Disambiguation By Using Domain Knowledge

Over the decades, lot of studies had been carried out to suggest different approaches for Word Sense Disambiguation (WSD) process. From times to times, different approaches had been suggested to define the sense of a polysemous word. In this paper, a WSD approach with the domain knowledge will be di...

Full description

Saved in:
Bibliographic Details
Main Authors: Wei, Jan Lee, Edwin, Mit
Format: E-Article
Language:English
Published: IEEE 2011
Subjects:
T Technology (General)
Online Access:http://ir.unimas.my/id/eprint/16628/1/Word%20Sense%20Disambiguation%20By%20Using%20Domain%20Knowledge%20%28abstract%29.pdf
http://ir.unimas.my/id/eprint/16628/
http://ieeexplore.ieee.org/document/5995795/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.unimas.ir.16628
record_format eprints
spelling my.unimas.ir.166282017-06-13T07:47:45Z http://ir.unimas.my/id/eprint/16628/ Word Sense Disambiguation By Using Domain Knowledge Wei, Jan Lee Edwin, Mit T Technology (General) Over the decades, lot of studies had been carried out to suggest different approaches for Word Sense Disambiguation (WSD) process. From times to times, different approaches had been suggested to define the sense of a polysemous word. In this paper, a WSD approach with the domain knowledge will be discussed. In this approach, by using Wordnet, domains of each single word will be defined and a process of defining the best domain to be assigned to that particular word will be carried out. A method of calculating the weight of each domain to its corresponding word will be discussed. According to the weight assigned to each domain, the sense of the ambiguous word will be identified. IEEE 2011 E-Article PeerReviewed text en http://ir.unimas.my/id/eprint/16628/1/Word%20Sense%20Disambiguation%20By%20Using%20Domain%20Knowledge%20%28abstract%29.pdf Wei, Jan Lee and Edwin, Mit (2011) Word Sense Disambiguation By Using Domain Knowledge. International Conference on Semantic Technology and Information Retrieval (STAIR), 2011. ISSN ISBN: 978-1-61284-353-7 http://ieeexplore.ieee.org/document/5995795/ DOI: 10.1109/STAIR.2011.5995795
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Wei, Jan Lee
Edwin, Mit
Word Sense Disambiguation By Using Domain Knowledge
description Over the decades, lot of studies had been carried out to suggest different approaches for Word Sense Disambiguation (WSD) process. From times to times, different approaches had been suggested to define the sense of a polysemous word. In this paper, a WSD approach with the domain knowledge will be discussed. In this approach, by using Wordnet, domains of each single word will be defined and a process of defining the best domain to be assigned to that particular word will be carried out. A method of calculating the weight of each domain to its corresponding word will be discussed. According to the weight assigned to each domain, the sense of the ambiguous word will be identified.
format E-Article
author Wei, Jan Lee
Edwin, Mit
author_facet Wei, Jan Lee
Edwin, Mit
author_sort Wei, Jan Lee
title Word Sense Disambiguation By Using Domain Knowledge
title_short Word Sense Disambiguation By Using Domain Knowledge
title_full Word Sense Disambiguation By Using Domain Knowledge
title_fullStr Word Sense Disambiguation By Using Domain Knowledge
title_full_unstemmed Word Sense Disambiguation By Using Domain Knowledge
title_sort word sense disambiguation by using domain knowledge
publisher IEEE
publishDate 2011
url http://ir.unimas.my/id/eprint/16628/1/Word%20Sense%20Disambiguation%20By%20Using%20Domain%20Knowledge%20%28abstract%29.pdf
http://ir.unimas.my/id/eprint/16628/
http://ieeexplore.ieee.org/document/5995795/
_version_ 1644512414577721344
score 13.211869

Similar Items