Uncertain reasoning for creating ontology mapping on the Semantic Web

Nagy, Miklos; Vargas-Vera, Maria and Motta, Enrico (2007). Uncertain reasoning for creating ontology mapping on the Semantic Web. In: Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2007), 12 Nov 2007, Busan, Korea.

URL: http://c4i.gmu.edu/ursw/2007/files/papers.html

Abstract

Mapping ontologies with high precision on the Semantic Web is a challenging problem that needs to be addressed in various domains. One of the main problems with any mapping process, which needs to be applied on different domains is that it always has a certain degree of uncertainty associated with it. In this paper we introduce a method based on Dempster-Shafer theory that use uncertain reasoning over the possible mappings in order to select the best possible mapping without using any heuristic or domain specific rules.

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