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» Knowledge and the Problem of Logical Omniscience
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AI
2008
Springer
13 years 9 months ago
Expressive probabilistic description logics
The work in this paper is directed towards sophisticated formalisms for reasoning under probabilistic uncertainty in ontologies in the Semantic Web. Ontologies play a central role...
Thomas Lukasiewicz
TABLEAUX
2005
Springer
14 years 2 months ago
Description Logics in Ontology Applications
Abstract. Description Logics (DLs) are a family of logic based knowledge representation formalisms. Although they have a range of applications (e.g., configuration and information...
Ian Horrocks
APIN
2010
107views more  APIN 2010»
13 years 9 months ago
Extracting reduced logic programs from artificial neural networks
Artificial neural networks can be trained to perform excellently in many application areas. While they can learn from raw data to solve sophisticated recognition and analysis prob...
Jens Lehmann, Sebastian Bader, Pascal Hitzler
AMKM
2003
Springer
14 years 2 months ago
Agent-Mediated Knowledge Engineering Collaboration
: Knowledge Management is most necessary and valuable in a collaborative and distributed environment. A problem with commercial knowledge management tools is that they do not unde...
Adam Pease, John Li
AI
2010
Springer
13 years 12 months ago
Argumentation-Based Reasoning with Inconsistent Knowledge Bases
Abstract. In this paper, we present an argumentation-based approach to dealing with inconsistency occurring in knowledge bases. We investigate several important logical properties ...
Xiaowang Zhang, Zhihu Zhang, Dai Xu, Zuoquan Lin