Title :
Ontology based unstructured text query
Author :
Xu, Meng ; Wang, Yinglin
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., China
Abstract :
This paper describes an approach that offers a more general and easier way to access the knowledge repository as a useful part of a knowledge management system. The approach applies a domain ontology in the query text analysis and ontology mapping technique in the knowledge search process. It sets up relationship between the query text in unstructured natural language expressions and the instances in the knowledge base to find those instances that match the condition expressed by the query most. The application magnifies the scope of ontology, and promotes the applicability of ontology-based system.
Keywords :
deductive databases; natural languages; ontologies (artificial intelligence); query processing; text analysis; knowledge management system; knowledge repository; ontology mapping technique; query text analysis; unstructured natural language expressions; unstructured text query; Diseases; Information analysis; Insects; Knowledge based systems; Knowledge management; Natural languages; Ontologies; Portals; Text analysis; Web pages;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1399830