DocumentCode :
1849900
Title :
The pragmatics information extraction based on BP neural network
Author :
Liu Ding ; Jiang Minghu
Author_Institution :
Sch. of Humanities & Social Sci., Tsinghua Univ., Beijing, China
Volume :
2
fYear :
2012
fDate :
21-25 Oct. 2012
Firstpage :
1256
Lastpage :
1259
Abstract :
This article describes a method that uses the BP neural network to extract the pragmatics information from the conversational corpus. Then cluster the texts based on the pragmatics information matrix that generated by the BP neural network. And, compare with the original term-document matrix, the pragmatics information matrix improve the clustering results obviously.
Keywords :
backpropagation; information retrieval; matrix algebra; natural language processing; neural nets; pattern clustering; text analysis; BP neural network; nature language processing; pragmatics information extraction; pragmatics information matrix; text clustering; BP neural network; conversational corpus; pragmatics; text clustering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
ISSN :
2164-5221
Print_ISBN :
978-1-4673-2196-9
Type :
conf
DOI :
10.1109/ICoSP.2012.6491804
Filename :
6491804
Link To Document :
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