Comparative Analysis of Chinese Cities' Innovation Capability Based on Spectral Clustering

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.

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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  -