TY - JOUR
T1 - Study on risk weights of different stroke risk factors
AU - Zhang, Yiyan
AU - Xin, Yi
AU - Kang, Hongyu
AU - Lv, Weiqi
AU - Li, Qin
N1 - Publisher Copyright:
© 2018 The Authors, published by EDP Sciences.
PY - 2018/8/10
Y1 - 2018/8/10
N2 - Deep learning is used to deal with natural language processing problems. Some are based on phrases and some are based on words. This article is inspired by the pixel level in the CV world and therefore retrains the neural network from a character perspective. Neural networks do not need to know about word lookup table or word2vec in advance, and the knowledge of these words is often high-dimensional and it is difficult to apply to convolutional neural networks. In addition, our long-short term memory convolutional neural networks no longer need to know the syntax and semantics in advance. The purpose of this paper is to analyse the investor's psychological characteristics and investment decision-making behaviour characteristics, to study the investor sentiment in the network public opinion space.
AB - Deep learning is used to deal with natural language processing problems. Some are based on phrases and some are based on words. This article is inspired by the pixel level in the CV world and therefore retrains the neural network from a character perspective. Neural networks do not need to know about word lookup table or word2vec in advance, and the knowledge of these words is often high-dimensional and it is difficult to apply to convolutional neural networks. In addition, our long-short term memory convolutional neural networks no longer need to know the syntax and semantics in advance. The purpose of this paper is to analyse the investor's psychological characteristics and investment decision-making behaviour characteristics, to study the investor sentiment in the network public opinion space.
UR - http://www.scopus.com/inward/record.url?scp=85053105809&partnerID=8YFLogxK
U2 - 10.1051/matecconf/201818910009
DO - 10.1051/matecconf/201818910009
M3 - Conference article
AN - SCOPUS:85053105809
SN - 2261-236X
VL - 189
JO - MATEC Web of Conferences
JF - MATEC Web of Conferences
M1 - 10009
T2 - 2nd International Conference on Material Engineering and Advanced Manufacturing Technology, MEAMT 2018
Y2 - 25 May 2018 through 27 May 2018
ER -