Tech Reports

Tech Report kmi-05-03 Abstract

Ontology Mapping with domain specific agents in the AQUA Question Answering system
Techreport ID: kmi-05-03
Date: 2005
Author(s): Miklos Nagy, Maria Vargas-Vera, Enrico Motta

This paper describes a domain specific multi-agent ontology-mapping solution in the AQUA query answering system. In order to incorporate uncertainty inherent to the mapping process, the system uses the Dempster-Shafer model for dealing with incomplete and uncertain information produced during the mapping. A novel approach is presented how specialized agents with partial local knowledge of the particular domain achieve ontology mapping without creating global or reference ontology. Our approach is particularly fit for a query-answering scenario, where answer needs to be created in real time that satisfies the query posed by the user.