DocumentCode
2485554
Title
Question answering system based on Ontology
Author
Guo, Qinglin
Author_Institution
Sch. of Comput. Sci. & Technol., North China Electr. Power Univ., Beijing
fYear
2008
fDate
25-27 June 2008
Firstpage
3347
Lastpage
3352
Abstract
The background and system frame of the question answering system are presented. A new approach is explored in which questions are analyzed based on the detection of question focus chunk, semantic chunk and question template. Then vectors are used for the whole semantic representation. With the elicitation of ontology and semantic Web, a domain ontology is built up. Ontology and semantic Web are becoming the pivotal methodology to represent domain-specific conceptual knowledge in order to promote the semantic capability of a question answering system. In this paper we present a question answering system in which the domain knowledge is represented by means of ontology. And a Chinese natural language human-machine interface is implemented mainly through a NL parser in this system. An initial evaluation result shows the feasibility to build such a semantic QA system based on ontology, the extensibility of ontology, and the effectivity of personalized semantic QA.
Keywords
grammars; information retrieval; information retrieval systems; natural language interfaces; ontologies (artificial intelligence); semantic Web; Chinese natural language human-machine interface; domain ontology; domain-specific conceptual knowledge representation; natural language parser; ontology elicitation; question analysis; question answering system; question focus chunk detection; question template; semantic Web; semantic chunk detection; semantic representation; Computer science; Database languages; Microstrip; Natural languages; OWL; Ontologies; Resource description framework; Semantic Web; Standards development; Terminology; nature language processing; ontology; question answering; semantic chunk; semantic web;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593456
Filename
4593456
Link To Document