Supporting Fuzzy Rough Sets in Fuzzy Description Logics

Authors:
Fernando Bobillo;Umberto Straccia
Affiliations:
Dpt. of Computer Science & Systems Engineering, University of Zaragoza, Spain;Istituto di Scienza e Tecnologie dell'Informazione (ISTI - CNR), Pisa, Italy
Venue:
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Year:
2009

Citing 16
Cited 8

A translation approach to portable ontology specifications

Knowledge Acquisition - Special issue: Current issues in knowledge modeling
A comparative study of fuzzy rough sets

Fuzzy Sets and Systems
The description logic handbook: theory, implementation, and applications

The description logic handbook: theory, implementation, and applications
Towards a framework for approximate ontologies

Fundamenta Informaticae
Managing uncertainty and vagueness in description logics for the Semantic Web

Web Semantics: Science, Services and Agents on the World Wide Web
OWL 2: The next step for OWL

Web Semantics: Science, Services and Agents on the World Wide Web
Reasoning with rough description logics: An approximate concepts approach

Information Sciences: an International Journal
A Crisp Representation for Fuzzy $\cal SHOIN$ with Fuzzy Nominals and General Concept Inclusions

Uncertainty Reasoning for the Semantic Web I
Optimizing the Crisp Representation of the Fuzzy Description Logic $\cal \mathcal{SROIQ}$

Uncertainty Reasoning for the Semantic Web I
Fuzzy description logics under Gödel semantics

International Journal of Approximate Reasoning
Reasoning within fuzzy description logics

Journal of Artificial Intelligence Research
Reasoning with very expressive fuzzy description logics

Journal of Artificial Intelligence Research
Description logics with approximate definitions precise modeling of vague concepts

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Reasoning within expressive fuzzy rough description logics

Fuzzy Sets and Systems
Making fuzzy description logic more general

Fuzzy Sets and Systems
Reducing OWL entailment to description logic satisfiability

Web Semantics: Science, Services and Agents on the World Wide Web

Dependencies between ontology design parameters

International Journal of Metadata, Semantics and Ontologies
Similarity for Attribute-value Representations in Fuzzy Description Logics

Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Reasoning with the finitely many-valued Łukasiewicz fuzzy Description Logic SROIQ

Information Sciences: an International Journal
Ontology engineering with rough concepts and instances

EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
DeLorean: A reasoner for fuzzy OWL 2

Expert Systems with Applications: An International Journal
Rough subsumption reasoning with rOWL

Proceedings of the South African Institute of Computer Scientists and Information Technologists Conference on Knowledge, Innovation and Leadership in a Diverse, Multidisciplinary Environment
Generalized fuzzy rough description logics

Information Sciences: an International Journal
Description logics over lattices with multi-valued ontologies

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Quantified Score

Hi-index	0.00

Visualization

Abstract

Classical Description Logics (DLs) are not suitable to represent vague pieces of information. The attempts to achieve a solution have lead to the birth of fuzzy DLs and rough DLs. In this work, we provide a simple solution to join these two formalisms and define a fuzzy rough DL. We also show how to extend two reasoning algorithms for fuzzy DLs, which are implemented in the fuzzy DL reasoners fuzzyDL and DeLorean .