Generic Rules for the Discovery of Subsumption Relationships Based on Ontological Contexts

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https://ieeexplore.ieee.org/document/7396821

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https://doi.org/10.1109/WI-IAT.2015.107
 http://hdl.handle.net/11603/29036

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UMBC Computer Science and Electrical Engineering Department

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https://orcid.org/0000-0002-9311-954X

Date

2016-02-04

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conference papers and proceedings
preprints
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Citation of Original Publication

R. Yus, E. Mena and E. Solano-Bes, "Generic Rules for the Discovery of Subsumption Relationships Based on Ontological Contexts," 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Singapore, 2015, pp. 309-312, doi: 10.1109/WI-IAT.2015.107.

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Abstract

Structured data extracted from the Web is highly heterogeneous due to its disparate origins and nature. There exist some techniques to integrate this information based on the extraction of synonymy relationships among the different entities involved. However, synonymy is a very strict and therefore uncommon relationship. We present a novel approach for the discovery of subsumption relationships among concepts from different ontologies. Our approach is based on the use of generic rules, designed to capture the existence of a subsumption relationship, considering features of the ontological context of concepts (i.e., labels, roles, and hierarchical relationships).