Title
A Pattern-Based Framework for Uncertainty Representation in Ontologies
Abstract
We present a novel approach to representing uncertain information in ontologies based on design patterns. We provide a brief description of our approach, present its use in connection with fuzzy information and probabilistic information, and describe the possibility to model multiple types of uncertainty in a single ontology. We also shortly present an appropriate fuzzy reasoning tool and define a complex ontology architecture for well-founded handling of uncertain information.
Year
DOI
Venue
2008
10.1007/978-3-540-87391-4_30
TSD
Keywords
Field
DocType
design pattern,novel approach,pattern-based framework,appropriate fuzzy reasoning tool,multiple type,single ontology,uncertain information,uncertainty representation,brief description,fuzzy information,complex ontology architecture,probabilistic information
Ontology (information science),Ontology,Architecture,Fuzzy reasoning,Computer science,Fuzzy logic,Software design pattern,Natural language processing,Artificial intelligence,Probabilistic logic,Uncertainty representation
Conference
Volume
ISSN
Citations 
5246
0302-9743
7
PageRank 
References 
Authors
0.51
10
3
Name
Order
Citations
PageRank
Miroslav Vacura114916.28
Vojtěch Svátek2537.90
Pavel Smrž3386.71