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Author: Norihiro Kamide

Affiliation: Teikyo University, Department of Information and Electronic Engineering, Tochigi, Japan

Keyword(s): Inconsistency-tolerant Description Logic, Fuzzy Description Logic, Temporal Description Logic, Embedding.

Abstract: An inconsistency-tolerant fuzzy description logic is introduced and a translation from this logic to a standard fuzzy description logic is constructed. A theorem for embedding the proposed inconsistency-tolerant fuzzy description logic into the standard fuzzy description logic is proven via this translation. A relative decidability theorem for the inconsistency-tolerant fuzzy description logic w.r.t. the standard fuzzy description logic is also proven using this embedding theorem. These proposed logic and translation are intended to effectively handle inconsistent fuzzy knowledge bases. By using the translation, the previously developed algorithms and methods for the standard fuzzy description logic can be re-purposed for appropriately handling inconsistent fuzzy knowledge bases that are described by the proposed logic. Furthermore, an inconsistency-tolerant fuzzy temporal next-time description logic is obtained from the inconsistency-tolerant fuzzy description logic by adding a temp oral next-time operator. Similar results as those for the inconsistency-tolerant fuzzy description logic are also obtained for this temporal extension. (More)

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Paper citation in several formats:
Kamide, N. (2022). Reasoning with Inconsistency-tolerant Fuzzy Description Logics. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-547-0; ISSN 2184-433X, SciTePress, pages 63-74. DOI: 10.5220/0010771200003116

@conference{icaart22,
author={Norihiro Kamide.},
title={Reasoning with Inconsistency-tolerant Fuzzy Description Logics},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2022},
pages={63-74},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010771200003116},
isbn={978-989-758-547-0},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Reasoning with Inconsistency-tolerant Fuzzy Description Logics
SN - 978-989-758-547-0
IS - 2184-433X
AU - Kamide, N.
PY - 2022
SP - 63
EP - 74
DO - 10.5220/0010771200003116
PB - SciTePress

- Science and Technology Publications, Lda.
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