Context-based Disambiguation using Wikipedia

Hugo Batista; David Carrega; Rui Rodrigues; Joaquim Filipe

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Paper

Context-based Disambiguation using Wikipedia

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: SSTM, 549-553, 2014 , Rome, Italy

Authors: Hugo Batista ¹ ; David Carrega ¹ ; Rui Rodrigues ¹ and Joaquim Filipe ²

Affiliations: ¹ INSTICC, Portugal ; ² Instituto politécnico de Setúbal, Portugal

Keyword(s): Ontology, Ambiguity, Context-awareness, Semantic Relatedness.

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.

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Paper citation in several formats:

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 (IC3K 2014) - SSTM; ISBN 978-989-758-048-2; ISSN 2184-3228, SciTePress, pages 549-553. DOI: 10.5220/0005187605490553

@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 (IC3K 2014) - SSTM},
year={2014},
pages={549-553},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005187605490553},
isbn={978-989-758-048-2},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2014) - SSTM
TI - Context-based Disambiguation using Wikipedia
SN - 978-989-758-048-2
IS - 2184-3228
AU - Batista, H.
AU - Carrega, D.
AU - Rodrigues, R.
AU - Filipe, J.
PY - 2014
SP - 549
EP - 553
DO - 10.5220/0005187605490553
PB - SciTePress