Context-based Disambiguation using Wikipedia

Hugo Batista, David Carrega, Rui Rodrigues, Joaquim Filipe

2014

Abstract

This paper addresses the problem of semantic ambiguity, identified in a previous work where we presented an algorithm for quantifying semantic relatedness of entities characterized by a set of features, potentially ambiguous. We propose to solve the feature ambiguity problem by determining the context defined by the non-ambiguous features and then using this context to select the most adequate interpretation of the ambiguous features. As a result, the entity semantic relatedness process will be improved by reducing the probability of using erroneous features due to ambiguous meaning.

Paper Citation

in Harvard Style

Batista H., Carrega D., Rodrigues R. and Filipe J. (2014). Context-based Disambiguation using Wikipedia . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: SSTM, (IC3K 2014) ISBN 978-989-758-048-2, pages 549-553. DOI: 10.5220/0005187605490553

in Bibtex Style

@conference{sstm14,
author={Hugo Batista and David Carrega and Rui Rodrigues and Joaquim Filipe},
title={Context-based Disambiguation using Wikipedia},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: SSTM, (IC3K 2014)},
year={2014},
pages={549-553},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005187605490553},
isbn={978-989-758-048-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: SSTM, (IC3K 2014)
TI - Context-based Disambiguation using Wikipedia
SN - 978-989-758-048-2
AU - Batista H.
AU - Carrega D.
AU - Rodrigues R.
AU - Filipe J.
PY - 2014
SP - 549
EP - 553
DO - 10.5220/0005187605490553