Managing uncertainty and vagueness in description logics for the semantic web

T Lukasiewicz, U Straccia - Journal of Web Semantics, 2008 - Elsevier
Ontologies play a crucial role in the development of the Semantic Web as a means for
defining shared terms in web resources. They are formulated in web ontology languages …

A fuzzy description logic for the semantic web

U Straccia - Capturing Intelligence, 2006 - Elsevier
In this paper we present a fuzzy version of SHOIN (d), the corresponding Description Logic
of the ontology description language OWL DL. We show that the representation and …

[图书][B] Foundations of fuzzy logic and semantic web languages

U Straccia - 2013 - library.oapen.org
This book is the first to combine coverage of fuzzy logic and Semantic Web languages. It
provides in-depth insight into fuzzy Semantic Web languages for non-fuzzy set theory and …

Fuzzy description logics under Gödel semantics

F Bobillo, M Delgado, J Gómez-Romero… - International Journal of …, 2009 - Elsevier
Classical ontologies are not suitable to represent vague pieces of information, which has
lead to the birth of Fuzzy Description Logics as an appropriate formalism to represent this …

Description logics with fuzzy concrete domains

U Straccia - arXiv preprint arXiv:1207.1410, 2012 - arxiv.org
We present a fuzzy version of description logics with concrete domains. Main features are:(i)
concept constructors are based on t-norm, t-conorm, negation and implication;(ii) concrete …

Managing uncertainty and vagueness in description logics, logic programs and description logic programs

U Straccia - Reasoning Web: 4th International Summer School …, 2008 - Springer
Managing uncertainty and/or vagueness is starting to play an important role in Semantic
Web representation languages. Our aim is to overview basic concepts on representing …

Possibilistic uncertainty and fuzzy features in description logic. A preliminary discussion

D Dubois, J Mengin, H Prade - Capturing Intelligence, 2006 - Elsevier
This short paper intends first to emphasize the basic distinction between gradual truth and
uncertainty, and its relevance when dealing with classification. Then, the representation …

Mixed integer programming, general concept inclusions and fuzzy description logics

U Straccia, F Bobillo - Mathware & Soft Computing, 2007 - upcommons.upc.edu
Fuzzy Description Logics (fuzzy DLs) have been proposed as a language to describe
structured knowledge with vague concepts. In [19], a solution based on Mixed Integer Linear …

Fuzzy description logic programs under the answer set semantics for the semantic web

T Lukasiewicz - Fundamenta Informaticae, 2008 - content.iospress.com
There are numerous semantic web applications where dealing with vagueness and
imprecision plays an important role. Some examples of such applications are (i) multimedia …

An overview of fuzzy description logics for the semantic web

ZM Ma, F Zhang, H Wang, L Yan - The Knowledge Engineering …, 2013 - cambridge.org
Information imprecision and uncertainty exist in many real world applications, and such
information would be retrieved, processed, shared, reused, and aligned in the maximum …