DocumentCode
498910
Title
A semantic pattern for restricted domain Chinese question Answering
Author
Wang, Zhen-yu ; Luo, Xiao-sheng
Author_Institution
Sch. of Software Eng., South China Univ. of Technol., Guangzhou, China
Volume
3
fYear
2009
fDate
12-15 July 2009
Firstpage
1333
Lastpage
1338
Abstract
A new semantic pattern for restricted domain Chinese question answering system is proposed in this paper, which establishes the domain knowledge and lexical chains of the sentence chunk according to the question semantic roles with the help of Hownet. On this basis, the question similarity calculation, candidate question sorting and the indexing method is implemented in the question answering system using the semantic pattern. The result of the telecom product question answering system shows that the question semantic pattern is more feasible and effective than other methods.
Keywords
indexing; natural language processing; query processing; Chinese question answering system; domain knowledge; indexing method; lexical chains; question similarity calculation; semantic pattern; telecom product question answering system; Computer science; Cybernetics; Data mining; Information retrieval; Knowledge engineering; Machine learning; Pattern analysis; Software engineering; Sorting; Telecommunications; Chinese Domain Question Answering System; Hownet; Semantic Pattern; Semantic role tagging;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location
Baoding
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212300
Filename
5212300
Link To Document