Title :
A New Model for Belief Representation and Belief Revision Based on Inconsistencies Locality
Author :
Doukari, Omar ; Würbel, Eric ; Jeansoulin, Robert
Author_Institution :
Domaine Univ. de St.-Jerome, Marseille
Abstract :
In this paper, we generalize the idea of a containment property of an inconsistency defined in a spatial context and propose a new model for belief representation and local belief revision by extending the two models LS (language splitting) and B-structure (belief structure) introduced respectively by R. Parikh and S. Chopra. The property of containment limits the effects of quality which means that an inconsistency cannot have an infinite influence on other information, but in an "area of local effect" which depends on the nature of data. For example, in meteorology, the effect is limited to a continental scale. It also depends on the structure or topology of information and the constraints defined on this structure.
Keywords :
belief maintenance; knowledge representation; belief representation; belief revision; belief structure; inconsistency locality; language splitting; Artificial intelligence; Connectors; Context modeling; Kernel; Knowledge representation; Large scale integration; Logic; Meteorology; Topology;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.37