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Authors: Boontawee Suntisrivaraporn and Suwan Tongphu

Affiliation: Thammasat University, Thailand

ISBN: 978-989-758-172-4

Keyword(s): Similarity Measure, Description Logic, Non-standard Reasoning, Semantic Web.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Collaboration and e-Services ; e-Business ; Enterprise Engineering ; Enterprise Information Systems ; Enterprise Ontologies ; Formal Methods ; Knowledge Engineering and Ontology Development ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Ontologies ; Semantic Web ; Simulation and Modeling ; Soft Computing ; Symbolic Systems

Abstract: Description Logics (DLs) are a family of logic-based knowledge representation formalisms, which can be used to develop ontologies in a formally well-founded way. The standard reasoning service of subsumption has proved indispensable in ontology design and maintenance. This checks, relative to the logical definitions in the ontology, whether one concept is more general/specific than another. When no subsumption relationship is identified, however, no information about the two concepts can be given. This work extends from an existing work on similarity measure in ELH to the more expressive description logic ALEH . We introduce generalizations of the notion of normalization and homomorphism in ALEH which are then employed at the heart of our semantic similarity measure. The proposed similarity measure computes a numerical degree of similarity between two ALEH concept descriptions despite not being in the subsumption relation.

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Paper citation in several formats:
Suntisrivaraporn, B. and Tongphu, S. (2016). A Structural Subsumption based Similarity Measure for the Description Logic ALEH.In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-172-4, pages 204-212. DOI: 10.5220/0005819302040212

@conference{icaart16,
author={Boontawee Suntisrivaraporn. and Suwan Tongphu.},
title={A Structural Subsumption based Similarity Measure for the Description Logic ALEH},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2016},
pages={204-212},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005819302040212},
isbn={978-989-758-172-4},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - A Structural Subsumption based Similarity Measure for the Description Logic ALEH
SN - 978-989-758-172-4
AU - Suntisrivaraporn, B.
AU - Tongphu, S.
PY - 2016
SP - 204
EP - 212
DO - 10.5220/0005819302040212

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