Nagy, M.; Motta, E. and Vargas-Vera, M.
|DOI (Digital Object Identifier) Link:||http://dx.doi.org/doi:10.1109/ICCP.2007.4352141|
|Google Scholar:||Look up in Google Scholar|
The increasing number of ontologies of the Semantic Web poses new challenges for ontology mapping. Ontology mapping in the context of Question Answering can provide more correct results if the mapping process can deal with uncertainty effectively that is caused by the incomplete and inconsistent information used and produced by the mapping process. We present a novel approach of how Dempster-Shafer belief functions can be used to represent uncertain similarities created by both syntactic and semantic similarity algorithms. For ontology mapping in the context of Question Answering on the Semantic Web we propose a multi agent framework where agents create dynamic ontology mappings in order to integrate information and provide precise answers for the users query. We also discuss the problems which can be encountered if we have conflicting beliefs between agents in a particular mapping.
|Item Type:||Conference Item|
|Extra Information:||ISBN: 978-1-4244-1491-8|
|Academic Unit/Department:||Knowledge Media Institute
Mathematics, Computing and Technology > Computing
|Interdisciplinary Research Centre:||Centre for Research in Computing (CRC)|
|Depositing User:||Colin Smith|
|Date Deposited:||20 Apr 2009 11:43|
|Last Modified:||02 Dec 2010 20:26|
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