Description Logics with Abstraction and Refinement: From ALC to EL

We study extensions of description logics from the widely used EL family with operators that make it possible to speak about different levels of abstraction. We analyze the computational complexity of reasoning and show that often, this complexity is significantly lower than in the corresponding extension of the more expressive description logic ALC. By slightly varying the semantics, we also obtain a case that admits reasoning in polynomial time.

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Publication Details

Published
2024-10-26
DOI
https://doi.org/10.24963/kr.2024/51
Citations
1
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.35

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article

Description Logics with Abstraction and Refinement: From ALC to EL

Lukas Schulze, Carsten Lutz
1 citations
Semantic Web and Ontologies
0.35
article

Description Logics with Abstraction and Refinement: From ALC to EL

Lukas Schulze, Carsten Lutz
article en
1 citations

Abstract

We study extensions of description logics from the widely used EL family with operators that make it possible to speak about different levels of abstraction. We analyze the computational complexity of reasoning and show that often, this complexity is significantly lower than in the corresponding extension of the more expressive description logic ALC. By slightly varying the semantics, we also obtain a case that admits reasoning in polynomial time.

Center for Scalable Data Analytics and Artificial Intelligence (DE), Leipzig University (DE)
Deutscher Akademischer Austauschdienst, Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung, Universität Bremen
Openalex Percentile: Top 32%
Semantic Web and Ontologies
0.35
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