Semantic Web and Ignorance: Dempster-Shafer Description Logics

Karanikola, Loukia (National and Kapodistrian University of Athens) | Karali, Isambo (National and Kapodistrian University of Athens)

AAAI Conferences 

Information incompleteness, or ignorance, is an issue that we have to consider in Semantic Web applications. Dempster-Shafer theory has been traditionally applied in information incompleteness situations. On the other hand, logic plays a major role in the Semantic Web community. In this paper, we propose a framework that applies Dempster-Shafer theory in a Description Logic Knowledge Base environment. We name our model a Dempster-Shafer DL Knowledge Base.

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