TY - JOUR
T1 - Design of chinese natural language in fuzzy boundary determination algorithm based on big data
AU - Zhang, Fu Quan
AU - Mao, Zi Jing
AU - Ding, Gang Yi
AU - Xu, Lin
N1 - Publisher Copyright:
© 2017 ISSN.
PY - 2017
Y1 - 2017
N2 - In this study, we proposed a new method to determine the fuzzy boundary of natural language based on big data. According to the principle of natural language recognition, the acoustic characteristics of the analysis, natural language acoustic model and statistical model is established, Viterbi decoding algorithm has been applied for natural language decoding, and take this as the basis, we implemented deep learning methods for natural language feature extraction, and used the support vector machine method for classification, according to the characteristics of natural language significant division, in accordance with the constraints, combined with large data analysis method, to determine the natural language fuzzy boundary. Experimental results indicate that using the proposed method, compared with existing methods the recall and accuracy rate have been improved.
AB - In this study, we proposed a new method to determine the fuzzy boundary of natural language based on big data. According to the principle of natural language recognition, the acoustic characteristics of the analysis, natural language acoustic model and statistical model is established, Viterbi decoding algorithm has been applied for natural language decoding, and take this as the basis, we implemented deep learning methods for natural language feature extraction, and used the support vector machine method for classification, according to the characteristics of natural language significant division, in accordance with the constraints, combined with large data analysis method, to determine the natural language fuzzy boundary. Experimental results indicate that using the proposed method, compared with existing methods the recall and accuracy rate have been improved.
KW - Big data
KW - Determination method
KW - Fuzzy boundary
KW - Natural language processing
UR - http://www.scopus.com/inward/record.url?scp=85019692509&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:85019692509
SN - 2073-4212
VL - 8
SP - 423
EP - 434
JO - Journal of Information Hiding and Multimedia Signal Processing
JF - Journal of Information Hiding and Multimedia Signal Processing
IS - 2
ER -