A General View on Probabilistic Logic Programming

Abstract

Probabilistic logic programming oers a way of dealing with both relational and uncertain knowledge. As research in this eld has lead to numerous formalisms, originating from diverse origins, it is not always easy to get a clear picture of this domain. In this work, we present a general \framework" for looking at such formalisms. We show how several actual formalisms t into this view and how this leads to a clearer view on the relationships between them