JOURNAL ARTICLE

Reasoning within the Extended Fuzzy Description Logics with Restricted Terminological Boxes

Dazhou KangBaowen XuYanhui Li

Year: 2007 Journal:   International Conference on Semantic Computing (ICSC 2007) Vol: 3789 Pages: 137-146

Abstract

The extended fuzzy description logics extend the classical description logics by introducing cut concepts and cut roles to support expressive representation and reasoning for fuzzy knowledge. But the current extended fuzzy description logics lack reasoning algorithms with TBoxes. The paper proposes the sat-domain problem of the extended fuzzy description logic EFALCR+ with restricted TBoxes, and gives an optimized reasoning algorithm, which is proved to be sound, complete and with a worst complexity of EXPTime; then proves the complexity of the problem is EXPTime- complete.

Keywords:
EXPTIME Description logic T-norm fuzzy logics Fuzzy logic Computer science Representation (politics) Knowledge representation and reasoning Artificial intelligence Theoretical computer science Domain (mathematical analysis) Computational complexity theory Monoidal t-norm logic Algorithm Mathematics Fuzzy set Fuzzy number PSPACE

Metrics

3
Cited By
0.45
FWCI (Field Weighted Citation Impact)
30
Refs
0.72
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Semantic Web and Ontologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Rough Sets and Fuzzy Logic
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Natural Language Processing Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence

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