Research Article
Interactive Evolution Model of Industrial Cluster and Regional Innovation Based on LSTM
@INPROCEEDINGS{10.1007/978-3-030-82562-1_27, author={Le Tong and Fen Wang}, title={Interactive Evolution Model of Industrial Cluster and Regional Innovation Based on LSTM}, proceedings={Multimedia Technology and Enhanced Learning. Third EAI International Conference, ICMTEL 2021, Virtual Event, April 8--9, 2021, Proceedings, Part I}, proceedings_a={ICMTEL}, year={2021}, month={7}, keywords={LSTM Industrial clusters Regional innovation Interactive evolution model}, doi={10.1007/978-3-030-82562-1_27} }- Le Tong
Fen Wang
Year: 2021
Interactive Evolution Model of Industrial Cluster and Regional Innovation Based on LSTM
ICMTEL
Springer
DOI: 10.1007/978-3-030-82562-1_27
Abstract
The current evolution model of the interaction between industrial clusters and regional innovation has not measured the interaction factors between industrial clusters and regional innovation, which leads to inaccurate changes in the industrial chain supply and demand, input-output coefficients, and industrial quantities. To this end, this study designed an LSTM-based interaction evolution model of industrial clusters and regional innovation. First, use LSTM to measure the interaction factors between industrial clusters and regional innovation, and form a network structure; according to the measurement results, analyze the factors that exist in the interaction process, so as to establish the interaction evolution model of industrial clusters and regional innovation. Experimental results show that the model in this paper can better describe the supply-demand relationship and input-output coefficient of the industrial chain in the process of interaction between industrial clusters and regional innovation.
