Comparative Analysis of Chinese Cities' Innovation Capability Based on Spectral Clustering
Authors
Yike Li1, Qingguo Tang1, *
1School of Economic and Management, Nanjing University of Science and Technology, Nanjing, 210094, Jiangsu, China
*Corresponding author.
Email: tangqguo@163.com
Corresponding Author
Qingguo Tang
Available Online 27 December 2022.
- DOI
- 10.2991/978-94-6463-098-5_67How to use a DOI?
- Keywords
- City innovation capability; Evaluation index system; Spectral clustering algorithm
- Abstract
Starting from three aspects of city innovation environment, innovation input and innovation output, this paper constructs an evaluation index system of city innovation capability with 3 first class index and 12 second class index, and uses spectral clustering algorithm to evaluate the innovation capability of 117 first tier to third tier cities in China. The research results show that the innovation capabilities of first tier to third tier cities in China can be classified into five categories.
- Copyright
- © 2023 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Yike Li AU - Qingguo Tang PY - 2022 DA - 2022/12/27 TI - Comparative Analysis of Chinese Cities' Innovation Capability Based on Spectral Clustering BT - Proceedings of the 2022 4th International Conference on Economic Management and Cultural Industry (ICEMCI 2022) PB - Atlantis Press SP - 593 EP - 598 SN - 2352-5428 UR - https://doi.org/10.2991/978-94-6463-098-5_67 DO - 10.2991/978-94-6463-098-5_67 ID - Li2022 ER -