Combining Local and Related Context for Word Sense Disambiguation on Specific Domains

Franco Rojas-Lopez; Ivan Lopez-Arevalo; Victor Sosa-Sosa

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Paper

Combining Local and Related Context for Word Sense Disambiguation on Specific Domains

Topics: Text Analytics

In Proceedings of the International Conference on Data Technologies and Applications DATA - Volume 1, 135-140, 2012 , Rome, Italy

Authors: Franco Rojas-Lopez ; Ivan Lopez-Arevalo and Victor Sosa-Sosa

Affiliation: Cinvestav-Tamaulipas, Mexico

Keyword(s): Semantic Similarity, Local and Related Context, Word Sense Disambiguation.

Related Ontology Subjects/Areas/Topics: Business Analytics ; Data Engineering ; Data Management and Quality ; Text Analytics

Abstract: In this paper an approach for word sense disambiguation in documents is presented. For Word Sense Disambiguation (WSD), the local and related context for an ambiguous word is extracted, such context is used for retrieve second order vectors from WordNet. Thus two graphs are built at the same time and evaluated individually, finally both results are combined to automatically assign the correct sense for the ambiguous word. The proposed approach was tested on the task #17 of the SemEval 2010 international competition producing promising results compared to other approaches.

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Paper citation in several formats:

Rojas-Lopez, F.; Lopez-Arevalo, I. and Sosa-Sosa, V. (2012). Combining Local and Related Context for Word Sense Disambiguation on Specific Domains. In Proceedings of the International Conference on Data Technologies and Applications - DATA; ISBN 978-989-8565-18-1; ISSN 2184-285X, SciTePress, pages 135-140. DOI: 10.5220/0004046001350140

@conference{data12,
author={Franco Rojas{-}Lopez. and Ivan Lopez{-}Arevalo. and Victor Sosa{-}Sosa.},
title={Combining Local and Related Context for Word Sense Disambiguation on Specific Domains},
booktitle={Proceedings of the International Conference on Data Technologies and Applications - DATA},
year={2012},
pages={135-140},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004046001350140},
isbn={978-989-8565-18-1},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the International Conference on Data Technologies and Applications - DATA
TI - Combining Local and Related Context for Word Sense Disambiguation on Specific Domains
SN - 978-989-8565-18-1
IS - 2184-285X
AU - Rojas-Lopez, F.
AU - Lopez-Arevalo, I.
AU - Sosa-Sosa, V.
PY - 2012
SP - 135
EP - 140
DO - 10.5220/0004046001350140
PB - SciTePress