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Authors: Isaac Lera ; Carlos Juiz and Ramon Puigjaner

Affiliation: Universitat de les Illes Balears, Spain

Keyword(s): Word sense disambiguation, Ontology, Semantic web, Ontology matching.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Engineering ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Ontology Matching and Alignment ; Ontology Sharing and Reuse ; Symbolic Systems

Abstract: We present a new unsupervised algorithm which uses external resources and does not require any training to determine the sense more suitable of an ontology concept. We try to find out lexical coincidences among terms of both resources: ontology and WordNet. Through a voting system, we give weight each sense according to measurable parameters and logic rules, in function of semantic role of each correspondence element.

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Paper citation in several formats:
Lera, I.; Juiz, C. and Puigjaner, R. (2010). UNSUPERVISED ALGORITHM FOR THE CONCEPT DISAMBIGUATION IN ONTOLOGIES - Semantic Rules and Voting System to Determine Suitable Senses. In Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD; ISBN 978-989-8425-29-4; ISSN 2184-3228, SciTePress, pages 388-391. DOI: 10.5220/0003094403880391

@conference{keod10,
author={Isaac Lera. and Carlos Juiz. and Ramon Puigjaner.},
title={UNSUPERVISED ALGORITHM FOR THE CONCEPT DISAMBIGUATION IN ONTOLOGIES - Semantic Rules and Voting System to Determine Suitable Senses},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD},
year={2010},
pages={388-391},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003094403880391},
isbn={978-989-8425-29-4},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD
TI - UNSUPERVISED ALGORITHM FOR THE CONCEPT DISAMBIGUATION IN ONTOLOGIES - Semantic Rules and Voting System to Determine Suitable Senses
SN - 978-989-8425-29-4
IS - 2184-3228
AU - Lera, I.
AU - Juiz, C.
AU - Puigjaner, R.
PY - 2010
SP - 388
EP - 391
DO - 10.5220/0003094403880391
PB - SciTePress