alexa Abstract | Solving Specific Domain Word Sense Disambiguation using the D-Bees Algorithm
ISSN: 2229-8711

Global Journal of Technology and Optimization
Open Access

OMICS International organises 3000+ Global Conferenceseries Events every year across USA, Europe & Asia with support from 1000 more scientific Societies and Publishes 700+ Open Access Journals which contains over 50000 eminent personalities, reputed scientists as editorial board members.

Open Access Journals gaining more Readers and Citations

700 Journals and 15,000,000 Readers Each Journal is getting 25,000+ Readers

This Readership is 10 times more when compared to other Subscription Journals (Source: Google Analytics)

Research Article Open Access

Abstract

Word sense disambiguation is the problem of finding the most likely senses for a sequence of words in a given context. Disambiguation is a major step in most of the text applications. However, the meanings of the words are highly dependent on the domain of the text. Recently, word sense disambiguation is being addressed as an optimization problem. For this, metaheuristics like simulated annealing and D-Bees are developed. In this paper, we try to answer the question about the compatibility of general domain algorithms to solve specific domain word sense disambiguation. For this, we propose two variants of the D-Bees algorithm to include the domain information into the disambiguation process. The concepts proposed in this paper are general and can be adapted to other algorithms. It will be concluded that the D-Bees algorithm is suitable for solving specific domain word sense disambiguation. It has a robust performance in general and achieves competitive results compared with the simulated annealing method for different datasets.

To read the full article Peer-reviewed Article PDF image | Peer-reviewed Full Article image

Author(s): Sallam Abualhaija and Karl-Heinz Zimmermann

Keywords

Specific domain, Disambiguation, Algorithm, D-Bees, Signal Processing,Parallel Processing

Share This Page

Additional Info

Loading
Loading Please wait..
 
 
 
 
Peer Reviewed Journals
 
Make the best use of Scientific Research and information from our 700 + peer reviewed, Open Access Journals
International Conferences 2017-18
 
Meet Inspiring Speakers and Experts at our 3000+ Global Annual Meetings

Contact Us

 
© 2008-2017 OMICS International - Open Access Publisher. Best viewed in Mozilla Firefox | Google Chrome | Above IE 7.0 version
adwords