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SEMWEB
2005
Springer
13 years 10 months ago
Statistical Reasoning - A Foundation for Semantic Web Reasoning
There has been considerable debate as to the merits and the applicability of probabilistic or statistical reasoning to Semantic Web. Much of this debate seems to have centered on ...
Shashi Kant, Evangelos Mamas
IJCAI
1993
13 years 6 months ago
Statistical Foundations for Default Reasoning
We describe a new approach to default reasoning, based on a principle of indi erence among possible worlds. We interpret default rules as extreme statistical statements, thus obta...
Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, ...
SEMWEB
2007
Springer
13 years 11 months ago
Logical Foundations of (e)RDF(S): Complexity and Reasoning
Abstract. An important open question in the semantic Web is the precise relationship between the RDF(S) semantics and the semantics of standard knowledge representation formalisms ...
Jos de Bruijn, Stijn Heymans
LPNMR
2011
Springer
12 years 7 months ago
Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI
Over the last 25 years there has been considerable body of research into combinations of predicate logic and probability forming what has become known as (perhaps misleadingly) sta...
David Poole
ESWS
2008
Springer
13 years 6 months ago
An Ontology for Software Models and Its Practical Implications for Semantic Web Reasoning
Ontology-Driven Software Development (ODSD) advocates using ontologies for capturing knowledge about a software system at development time. So far, ODSD approaches have mainly focu...
Matthias Bräuer, Henrik Lochmann