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Liu Xiuyan: industrial spatial evolution of the Yangtze River Delta Urban Agglomeration: Based on machine learning algorithm and network analysis method

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essential information
Basic Information
Topic: industrial spatial evolution of urban agglomeration in the Yangtze River Delta: Based on machine learning algorithm and network analysis method
Speaker: Liu Xiuyan, Professor, doctoral supervisor
Location: zoom Conference
Time: 09:20 am, Thursday, April 30, 2020
explain:
① From 9:00, you can enter the zoom conference room to check in
② In order to ensure the quality of the discussion, 30 minutes from the official start, i.e. 9:50, will not be able to enter the conference room. Thank you for your understanding
Summary
Summary
Based on the micro data of enterprise geography, this study uses the machine learning Wasserstein distance algorithm, the matrix expansion sinkhorn algorithm and the entropy regularization constraint method to improve the algorithm and solution method, and constructs the industrial spatial correlation index - co index by hypothesis test and Monte Carlo simulation. Based on the measurement results of the level of inter industry copolymerization of the Yangtze River Delta Urban Agglomerations in 2001-2013, this paper uses network analysis method to describe the industrial spatial structure and evolution trend. On the whole, the industrial spatial structure of the Yangtze River Delta has experienced a process of "inverted U-shape" which tends to be close first and then decentralized, and around 2008 is the turning point of the trend change of the spatial structure. From the part of industrial connection, the pillar industries in the Yangtze River Delta show the trend of diversified development, and the pillar industries change to high-quality and high-tech industries, which shows the optimization characteristics of the industrial internal structure in the region. Further, this paper analyzes the differences and evolution trend of industrial spatial structure from the perspective of labor pool, technology spillover and scale effect, and finds that the position of labor-intensive pillar industry in the network is gradually declining, and the position of technology intensive pillar industry and scale economy pillar industry in the network is gradually increasing. Finally, based on the research conclusion, this paper puts forward the corresponding policy suggestions to improve the industrial spatial governance level of the Yangtze River Delta urban agglomeration.
Introduction to the speaker
Speaker Profile
Liu Xiuyan, born in Jining, Shandong Province, Professor, doctoral supervisor, Dean of Department of international economy and trade, School of economics and management, Southeast University, top young talents in the "ten thousand talents plan" of the Central Organization Department, young social science talents in Jiangsu Province, director of China Regional Science Association, vice chairman of Spatial Analysis Professional Committee of China Regional Science Association, and Deputy Secretary General of new economic geography Professional Committee , anonymous reviewers of economic research, Economics (quarterly), management world, China industrial economy, world economy and other magazines, in economic research, management world, China industrial economy, world economy, Economics (quarterly), economic trends, finance and trade economy, review of development economics, China & amp; World economy and other core journals at home and abroad have published more than 50 papers. He presided over one key project of the National Social Science Fund, two projects of the National Social Science Fund, won one first prize, three second prizes and one third prize of Jiangsu Province philosophy and society outstanding achievement award, and his main research fields were new economic geography, urban economics, etc.
Compere introduction
Host Profile
Zhang Xueliang, executive director of Yangtze River Delta and Yangtze River Economic Belt Development Institute of Shanghai University of Finance and economics, Chair Professor, chief expert of innovation team and doctoral supervisor of Shanghai University of Finance and economics, is a member of China regional economy 50 forum, vice president of national economic geography research association and expert advisory committee expert of Yangtze River Delta Urban Economic Coordination Association, and has been selected into the national "ten thousand talents plan" by the researcher To regional economy and urban economy.
Sponsor?
Organizer
Shanghai University of Finance and economics Yangtze River Delta and Yangtze River Economic Belt Development Institute
Space Analysis Committee of China Association of Regional Sciences
National Association of economic geography
Shanghai big data Social Application Research Association
Registration method
Registration
Scan the QR code to enter the activity group, and the subsequent meeting links and other information will be sent to the activity group. If 1 group is full, 2 groups can be added. Please do not add again to avoid being removed.
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Enter the activity group
If the group is full, please scan 2 groups of QR codes below to join.
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reminder
1. The group entry deadline is 0:00 on April 30;
2. The meeting officially starts at 9:20, and you can enter the zoom conference room to sign in at 9:00;
3. In order to ensure the quality of the discussion, 30 minutes from the official start, i.e. 9:50, will not be able to enter the conference room, thank you for your understanding;
4. Watch the lecture Guide:
The first step is to download and install zoom software and register an account;
The second step is to open the zoom conference link shared in the activity group with a browser, and enter the password to enter the conference room.
This series of columns will be carried out using zoom platform, please download zoom software in advance. Identifying the left QR code can quickly obtain the zoom download mode.
China urban and regional laboratory: a communication platform for China's urban and regional research, focusing on the transformation of urban and regional development, drawing on the wisdom of global urban and regional development, and doing a world-class problem oriented research on China's urban and regional reality. Strive to be a good researcher of China's urban and regional science, a good organizer of China's urban and regional science, and a good communicator of China's urban and regional science.
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