Some Reflections on the Discovery of Hyponyms between Ontologies

Ignacio Huitzil, Fernando Bobillo, Eduardo Mena, Carlos Bobed, Jesús Bermúdez

Abstract

Using intelligent techniques to automatically compute semantic relationships across ontologies is a challenging task that is necessary in many real-world applications requiring the integration of semantic information coming from different sources. However, most of the work in the field is restricted to the discovery of synonymy relationships. Hyponymy relationships, although in the real world they are more frequent than synonymy, have not received similar attention. In this paper, we evaluate a technique based on shared properties used in the discovery of hyponymy relationships and identify some limitations of ontology sets commonly used as benchmarks. We also argue that new lexical similarity measures are needed and discuss a preliminary proposal.

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Paper Citation


in Harvard Style

Huitzil I., Bobillo F., Mena E., Bobed C. and Bermúdez J. (2019). Some Reflections on the Discovery of Hyponyms between Ontologies.In Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-372-8, pages 130-140. DOI: 10.5220/0007720201300140


in Bibtex Style

@conference{iceis19,
author={Ignacio Huitzil and Fernando Bobillo and Eduardo Mena and Carlos Bobed and Jesús Bermúdez},
title={Some Reflections on the Discovery of Hyponyms between Ontologies},
booktitle={Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2019},
pages={130-140},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007720201300140},
isbn={978-989-758-372-8},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Some Reflections on the Discovery of Hyponyms between Ontologies
SN - 978-989-758-372-8
AU - Huitzil I.
AU - Bobillo F.
AU - Mena E.
AU - Bobed C.
AU - Bermúdez J.
PY - 2019
SP - 130
EP - 140
DO - 10.5220/0007720201300140