Integrating Uncertainty in the Semantic Web Stack

The current Semantic Web Standards allow the existence of incomplete, invalid or more generally, uncertain data. This work introduces a framework to handle uncertainty in the Semantic Web : Uncertainty representation, reasoning over uncertain data, belief revision and propagation.